id	sid	tid	token	lemma	pos
cblr-5118	1	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	1	2	(	(	PUNCT
cblr-5118	1	3	do	do	AUX
cblr-5118	1	4	not	not	PART
cblr-5118	1	5	delete	delete	VERB
cblr-5118	1	6	)	)	PUNCT
cblr-5118	1	7	1/8/2020	1/8/2020	NUM
cblr-5118	1	8	4:46	4:46	NUM
cblr-5118	1	9	pm	pm	NOUN
cblr-5118	1	10	corporate	corporate	ADJ
cblr-5118	1	11	management	management	NOUN
cblr-5118	1	12	in	in	ADP
cblr-5118	1	13	the	the	DET
cblr-5118	1	14	age	age	NOUN
cblr-5118	1	15	of	of	ADP
cblr-5118	1	16	ai	ai	PROPN
cblr-5118	1	17	martin	martin	PROPN
cblr-5118	1	18	petrin	petrin	PROPN
cblr-5118	1	19	*	*	PUNCT
cblr-5118	1	20	recent	recent	ADJ
cblr-5118	1	21	media	medium	NOUN
cblr-5118	1	22	reports	report	NOUN
cblr-5118	1	23	and	and	CCONJ
cblr-5118	1	24	press	press	NOUN
cblr-5118	1	25	releases	release	NOUN
cblr-5118	1	26	have	have	AUX
cblr-5118	1	27	created	create	VERB
cblr-5118	1	28	the	the	DET
cblr-5118	1	29	impression	impression	NOUN
cblr-5118	1	30	that	that	SCONJ
cblr-5118	1	31	artificial	artificial	ADJ
cblr-5118	1	32	intelligence	intelligence	NOUN
cblr-5118	1	33	(	(	PUNCT
cblr-5118	1	34	ai	ai	NOUN
cblr-5118	1	35	)	)	PUNCT
cblr-5118	1	36	is	be	AUX
cblr-5118	1	37	on	on	ADP
cblr-5118	1	38	the	the	DET
cblr-5118	1	39	verge	verge	NOUN
cblr-5118	1	40	of	of	ADP
cblr-5118	1	41	assuming	assume	VERB
cblr-5118	1	42	an	an	DET
cblr-5118	1	43	important	important	ADJ
cblr-5118	1	44	role	role	NOUN
cblr-5118	1	45	in	in	ADP
cblr-5118	1	46	corporate	corporate	ADJ
cblr-5118	1	47	management	management	NOUN
cblr-5118	1	48	.	.	PUNCT
cblr-5118	2	1	while	while	SCONJ
cblr-5118	2	2	,	,	PUNCT
cblr-5118	2	3	upon	upon	SCONJ
cblr-5118	2	4	closer	close	ADJ
cblr-5118	2	5	inspection	inspection	NOUN
cblr-5118	2	6	,	,	PUNCT
cblr-5118	2	7	it	it	PRON
cblr-5118	2	8	turns	turn	VERB
cblr-5118	2	9	out	out	ADP
cblr-5118	2	10	that	that	SCONJ
cblr-5118	2	11	these	these	DET
cblr-5118	2	12	stories	story	NOUN
cblr-5118	2	13	should	should	AUX
cblr-5118	2	14	not	not	PART
cblr-5118	2	15	always	always	ADV
cblr-5118	2	16	be	be	AUX
cblr-5118	2	17	taken	take	VERB
cblr-5118	2	18	at	at	ADP
cblr-5118	2	19	face	face	NOUN
cblr-5118	2	20	value	value	NOUN
cblr-5118	2	21	,	,	PUNCT
cblr-5118	2	22	they	they	PRON
cblr-5118	2	23	clearly	clearly	ADV
cblr-5118	2	24	highlight	highlight	VERB
cblr-5118	2	25	ai	ai	VERB
cblr-5118	2	26	’s	’s	ADV
cblr-5118	2	27	growing	grow	VERB
cblr-5118	2	28	importance	importance	NOUN
cblr-5118	2	29	in	in	ADP
cblr-5118	2	30	management	management	NOUN
cblr-5118	2	31	and	and	CCONJ
cblr-5118	2	32	hint	hint	NOUN
cblr-5118	2	33	at	at	ADP
cblr-5118	2	34	the	the	DET
cblr-5118	2	35	enormous	enormous	ADJ
cblr-5118	2	36	changes	change	NOUN
cblr-5118	2	37	that	that	PRON
cblr-5118	2	38	corporate	corporate	ADJ
cblr-5118	2	39	leadership	leadership	NOUN
cblr-5118	2	40	may	may	AUX
cblr-5118	2	41	experience	experience	VERB
cblr-5118	2	42	in	in	ADP
cblr-5118	2	43	the	the	DET
cblr-5118	2	44	future	future	NOUN
cblr-5118	2	45	.	.	PUNCT
cblr-5118	3	1	this	this	DET
cblr-5118	3	2	article	article	NOUN
cblr-5118	3	3	attempts	attempt	VERB
cblr-5118	3	4	to	to	PART
cblr-5118	3	5	anticipate	anticipate	VERB
cblr-5118	3	6	that	that	DET
cblr-5118	3	7	future	future	NOUN
cblr-5118	3	8	by	by	ADP
cblr-5118	3	9	exploring	explore	VERB
cblr-5118	3	10	a	a	DET
cblr-5118	3	11	thought	think	VERB
cblr-5118	3	12	experiment	experiment	NOUN
cblr-5118	3	13	on	on	ADP
cblr-5118	3	14	corporate	corporate	ADJ
cblr-5118	3	15	management	management	NOUN
cblr-5118	3	16	and	and	CCONJ
cblr-5118	3	17	ai	ai	VERB
cblr-5118	3	18	.	.	PUNCT
cblr-5118	4	1	it	it	PRON
cblr-5118	4	2	argues	argue	VERB
cblr-5118	4	3	that	that	SCONJ
cblr-5118	4	4	it	it	PRON
cblr-5118	4	5	is	be	AUX
cblr-5118	4	6	not	not	PART
cblr-5118	4	7	an	an	DET
cblr-5118	4	8	insurmountable	insurmountable	ADJ
cblr-5118	4	9	step	step	NOUN
cblr-5118	4	10	from	from	ADP
cblr-5118	4	11	ai	ai	PRON
cblr-5118	4	12	generating	generate	VERB
cblr-5118	4	13	and	and	CCONJ
cblr-5118	4	14	suggesting	suggest	VERB
cblr-5118	4	15	expert	expert	NOUN
cblr-5118	4	16	decisions	decision	NOUN
cblr-5118	4	17	(	(	PUNCT
cblr-5118	4	18	which	which	PRON
cblr-5118	4	19	is	be	AUX
cblr-5118	4	20	already	already	ADV
cblr-5118	4	21	common	common	ADJ
cblr-5118	4	22	today	today	NOUN
cblr-5118	4	23	)	)	PUNCT
cblr-5118	4	24	to	to	PART
cblr-5118	4	25	ai	ai	AUX
cblr-5118	4	26	making	make	VERB
cblr-5118	4	27	these	these	DET
cblr-5118	4	28	decisions	decision	NOUN
cblr-5118	4	29	autonomously	autonomously	ADV
cblr-5118	4	30	.	.	PUNCT
cblr-5118	5	1	the	the	DET
cblr-5118	5	2	article	article	NOUN
cblr-5118	5	3	then	then	ADV
cblr-5118	5	4	proceeds	proceed	VERB
cblr-5118	5	5	based	base	VERB
cblr-5118	5	6	on	on	ADP
cblr-5118	5	7	the	the	DET
cblr-5118	5	8	assumption	assumption	NOUN
cblr-5118	5	9	that	that	SCONJ
cblr-5118	5	10	nextgeneration	nextgeneration	NOUN
cblr-5118	5	11	ai	ai	VERB
cblr-5118	5	12	will	will	AUX
cblr-5118	5	13	be	be	AUX
cblr-5118	5	14	able	able	ADJ
cblr-5118	5	15	to	to	PART
cblr-5118	5	16	take	take	VERB
cblr-5118	5	17	over	over	ADP
cblr-5118	5	18	the	the	DET
cblr-5118	5	19	management	management	NOUN
cblr-5118	5	20	of	of	ADP
cblr-5118	5	21	business	business	NOUN
cblr-5118	5	22	organizations	organization	NOUN
cblr-5118	5	23	and	and	CCONJ
cblr-5118	5	24	explores	explore	VERB
cblr-5118	5	25	the	the	DET
cblr-5118	5	26	corporate	corporate	ADJ
cblr-5118	5	27	law	law	NOUN
cblr-5118	5	28	and	and	CCONJ
cblr-5118	5	29	governance	governance	NOUN
cblr-5118	5	30	consequences	consequence	NOUN
cblr-5118	5	31	of	of	ADP
cblr-5118	5	32	this	this	DET
cblr-5118	5	33	development	development	NOUN
cblr-5118	5	34	.	.	PUNCT
cblr-5118	6	1	in	in	ADP
cblr-5118	6	2	doing	do	VERB
cblr-5118	6	3	so	so	ADV
cblr-5118	6	4	,	,	PUNCT
cblr-5118	6	5	the	the	DET
cblr-5118	6	6	article	article	NOUN
cblr-5118	6	7	focuses	focus	VERB
cblr-5118	6	8	on	on	ADP
cblr-5118	6	9	the	the	DET
cblr-5118	6	10	fundamental	fundamental	ADJ
cblr-5118	6	11	areas	area	NOUN
cblr-5118	6	12	of	of	ADP
cblr-5118	6	13	corporate	corporate	ADJ
cblr-5118	6	14	leadership	leadership	NOUN
cblr-5118	6	15	and	and	CCONJ
cblr-5118	6	16	management	management	NOUN
cblr-5118	6	17	structures	structure	NOUN
cblr-5118	6	18	,	,	PUNCT
cblr-5118	6	19	managerial	managerial	ADJ
cblr-5118	6	20	liability	liability	NOUN
cblr-5118	6	21	,	,	PUNCT
cblr-5118	6	22	and	and	CCONJ
cblr-5118	6	23	the	the	DET
cblr-5118	6	24	corporate	corporate	ADJ
cblr-5118	6	25	purpose	purpose	NOUN
cblr-5118	6	26	.	.	PUNCT
cblr-5118	7	1	it	it	PRON
cblr-5118	7	2	also	also	ADV
cblr-5118	7	3	considers	consider	VERB
cblr-5118	7	4	the	the	DET
cblr-5118	7	5	phenomenon	phenomenon	NOUN
cblr-5118	7	6	of	of	ADP
cblr-5118	7	7	algorithmic	algorithmic	ADJ
cblr-5118	7	8	entities	entity	NOUN
cblr-5118	7	9	and	and	CCONJ
cblr-5118	7	10	leaderless	leaderless	ADJ
cblr-5118	7	11	entities	entity	NOUN
cblr-5118	7	12	.	.	PUNCT
cblr-5118	8	1	i.	i.	PROPN
cblr-5118	8	2	introduction	introduction	NOUN
cblr-5118	8	3	...............................................................	...............................................................	PUNCT
cblr-5118	8	4	966	966	NUM
cblr-5118	8	5	ii	ii	NOUN
cblr-5118	8	6	.	.	PUNCT
cblr-5118	9	1	can	can	AUX
cblr-5118	9	2	ai	ai	AUX
cblr-5118	9	3	take	take	VERB
cblr-5118	9	4	over	over	ADP
cblr-5118	9	5	?	?	PUNCT
cblr-5118	9	6	.....................................................	.....................................................	PUNCT
cblr-5118	10	1	971	971	NUM
cblr-5118	10	2	a.	a.	NOUN
cblr-5118	10	3	corporate	corporate	ADJ
cblr-5118	10	4	leadership	leadership	NOUN
cblr-5118	10	5	tasks	task	NOUN
cblr-5118	10	6	...............................	...............................	PUNCT
cblr-5118	11	1	972	972	NUM
cblr-5118	11	2	*	*	PUNCT
cblr-5118	11	3	professor	professor	NOUN
cblr-5118	11	4	of	of	ADP
cblr-5118	11	5	corporate	corporate	ADJ
cblr-5118	11	6	law	law	NOUN
cblr-5118	11	7	&	&	CCONJ
cblr-5118	11	8	governance	governance	NOUN
cblr-5118	11	9	and	and	CCONJ
cblr-5118	11	10	vice	vice	NOUN
cblr-5118	11	11	dean	dean	NOUN
cblr-5118	11	12	(	(	PUNCT
cblr-5118	11	13	innovation	innovation	NOUN
cblr-5118	11	14	)	)	PUNCT
cblr-5118	11	15	,	,	PUNCT
cblr-5118	11	16	university	university	NOUN
cblr-5118	11	17	college	college	PROPN
cblr-5118	11	18	london	london	PROPN
cblr-5118	11	19	.	.	PUNCT
cblr-5118	12	1	for	for	ADP
cblr-5118	12	2	helpful	helpful	ADJ
cblr-5118	12	3	comments	comment	NOUN
cblr-5118	12	4	and	and	CCONJ
cblr-5118	12	5	conversations	conversation	NOUN
cblr-5118	12	6	on	on	ADP
cblr-5118	12	7	earlier	early	ADJ
cblr-5118	12	8	drafts	draft	NOUN
cblr-5118	12	9	,	,	PUNCT
cblr-5118	12	10	the	the	DET
cblr-5118	12	11	author	author	NOUN
cblr-5118	12	12	thanks	thanks	PROPN
cblr-5118	12	13	david	david	PROPN
cblr-5118	12	14	gindis	gindis	PROPN
cblr-5118	12	15	,	,	PUNCT
cblr-5118	12	16	lynn	lynn	PROPN
cblr-5118	12	17	lopucki	lopucki	PROPN
cblr-5118	12	18	,	,	PUNCT
cblr-5118	12	19	andrew	andrew	PROPN
cblr-5118	12	20	tuch	tuch	PROPN
cblr-5118	12	21	,	,	PUNCT
cblr-5118	12	22	the	the	DET
cblr-5118	12	23	participants	participant	NOUN
cblr-5118	12	24	of	of	ADP
cblr-5118	12	25	the	the	DET
cblr-5118	12	26	ecgi	ecgi	PROPN
cblr-5118	12	27	/	/	SYM
cblr-5118	12	28	ucl	ucl	PROPN
cblr-5118	12	29	/	/	SYM
cblr-5118	12	30	cambridge	cambridge	PROPN
cblr-5118	12	31	conference	conference	NOUN
cblr-5118	12	32	on	on	ADP
cblr-5118	12	33	the	the	DET
cblr-5118	12	34	future	future	NOUN
cblr-5118	12	35	of	of	ADP
cblr-5118	12	36	the	the	DET
cblr-5118	12	37	firm	firm	NOUN
cblr-5118	12	38	,	,	PUNCT
cblr-5118	12	39	and	and	CCONJ
cblr-5118	12	40	the	the	DET
cblr-5118	12	41	cambridge	cambridge	PROPN
cblr-5118	12	42	centre	centre	PROPN
cblr-5118	12	43	for	for	ADP
cblr-5118	12	44	corporate	corporate	ADJ
cblr-5118	12	45	and	and	CCONJ
cblr-5118	12	46	commercial	commercial	ADJ
cblr-5118	12	47	law	law	NOUN
cblr-5118	12	48	workshop	workshop	NOUN
cblr-5118	12	49	.	.	PUNCT
cblr-5118	13	1	the	the	DET
cblr-5118	13	2	usual	usual	ADJ
cblr-5118	13	3	disclaimers	disclaimer	NOUN
cblr-5118	13	4	apply	apply	VERB
cblr-5118	13	5	.	.	PUNCT
cblr-5118	14	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	14	2	(	(	PUNCT
cblr-5118	14	3	do	do	AUX
cblr-5118	14	4	not	not	PART
cblr-5118	14	5	delte	delte	VERB
cblr-5118	14	6	)	)	PUNCT
cblr-5118	14	7	1/8/2020	1/8/2020	NUM
cblr-5118	14	8	4:46	4:46	NUM
cblr-5118	14	9	pm	pm	NOUN
cblr-5118	14	10	966	966	NUM
cblr-5118	14	11	columbia	columbia	PROPN
cblr-5118	14	12	business	business	NOUN
cblr-5118	14	13	law	law	PROPN
cblr-5118	14	14	review	review	NOUN
cblr-5118	15	1	[	[	X
cblr-5118	15	2	vol	vol	NOUN
cblr-5118	15	3	.	.	PUNCT
cblr-5118	15	4	2019	2019	NUM
cblr-5118	15	5	1	1	NUM
cblr-5118	15	6	.	.	PUNCT
cblr-5118	16	1	directors	director	NOUN
cblr-5118	16	2	.........................................................	.........................................................	PUNCT
cblr-5118	17	1	972	972	NUM
cblr-5118	17	2	2	2	NUM
cblr-5118	17	3	.	.	PUNCT
cblr-5118	17	4	managers	manager	NOUN
cblr-5118	17	5	........................................................	........................................................	PUNCT
cblr-5118	18	1	976	976	NUM
cblr-5118	18	2	b.	b.	NOUN
cblr-5118	18	3	ai	ai	PROPN
cblr-5118	18	4	and	and	CCONJ
cblr-5118	18	5	corporate	corporate	ADJ
cblr-5118	18	6	leadership	leadership	NOUN
cblr-5118	18	7	..............................	..............................	PUNCT
cblr-5118	18	8	979	979	NUM
cblr-5118	18	9	1	1	NUM
cblr-5118	18	10	.	.	PUNCT
cblr-5118	18	11	potential	potential	ADJ
cblr-5118	18	12	roles	role	NOUN
cblr-5118	18	13	for	for	ADP
cblr-5118	18	14	ai	ai	PROPN
cblr-5118	18	15	.....................................	.....................................	PUNCT
cblr-5118	18	16	980	980	NUM
cblr-5118	18	17	2	2	NUM
cblr-5118	18	18	.	.	PUNCT
cblr-5118	18	19	administrative	administrative	ADJ
cblr-5118	18	20	work	work	NOUN
cblr-5118	18	21	vs.	vs.	ADP
cblr-5118	18	22	judgment	judgment	NOUN
cblr-5118	18	23	work	work	NOUN
cblr-5118	18	24	.....	.....	PUNCT
cblr-5118	18	25	983	983	NUM
cblr-5118	18	26	c.	c.	NOUN
cblr-5118	18	27	assessment	assessment	NOUN
cblr-5118	18	28	.............................................................	.............................................................	PUNCT
cblr-5118	19	1	993	993	NUM
cblr-5118	19	2	iii	iii	NOUN
cblr-5118	19	3	.	.	PUNCT
cblr-5118	19	4	consequences	consequence	NOUN
cblr-5118	19	5	of	of	ADP
cblr-5118	19	6	ai	ai	PROPN
cblr-5118	19	7	management	management	NOUN
cblr-5118	19	8	..............................	..............................	PUNCT
cblr-5118	20	1	996	996	NUM
cblr-5118	20	2	a.	a.	NOUN
cblr-5118	20	3	corporate	corporate	ADJ
cblr-5118	20	4	boards	board	NOUN
cblr-5118	20	5	.................................................	.................................................	PUNCT
cblr-5118	20	6	997	997	NUM
cblr-5118	20	7	1	1	NUM
cblr-5118	20	8	.	.	PUNCT
cblr-5118	20	9	boards	board	NOUN
cblr-5118	20	10	today	today	NOUN
cblr-5118	20	11	..................................................	..................................................	PUNCT
cblr-5118	20	12	997	997	NUM
cblr-5118	20	13	2	2	NUM
cblr-5118	20	14	.	.	PUNCT
cblr-5118	20	15	boards	board	NOUN
cblr-5118	20	16	tomorrow	tomorrow	NOUN
cblr-5118	20	17	.........................................	.........................................	PUNCT
cblr-5118	20	18	1002	1002	NUM
cblr-5118	20	19	b.	b.	PROPN
cblr-5118	20	20	corporate	corporate	ADJ
cblr-5118	20	21	management	management	NOUN
cblr-5118	20	22	.....................................	.....................................	PUNCT
cblr-5118	20	23	1006	1006	NUM
cblr-5118	20	24	c.	c.	PROPN
cblr-5118	20	25	directors	director	NOUN
cblr-5118	20	26	’	'	PUNCT
cblr-5118	20	27	and	and	CCONJ
cblr-5118	20	28	officers	officer	NOUN
cblr-5118	20	29	’	’	PART
cblr-5118	20	30	liability	liability	NOUN
cblr-5118	20	31	.......................	.......................	PUNCT
cblr-5118	20	32	1008	1008	NUM
cblr-5118	20	33	1	1	NUM
cblr-5118	20	34	.	.	PUNCT
cblr-5118	20	35	liability	liability	NOUN
cblr-5118	20	36	today	today	NOUN
cblr-5118	20	37	.............................................	.............................................	PUNCT
cblr-5118	20	38	1008	1008	NUM
cblr-5118	20	39	2	2	NUM
cblr-5118	20	40	.	.	X
cblr-5118	20	41	liability	liability	NOUN
cblr-5118	20	42	tomorrow	tomorrow	NOUN
cblr-5118	20	43	.......................................	.......................................	PUNCT
cblr-5118	20	44	1013	1013	NUM
cblr-5118	20	45	d.	d.	PROPN
cblr-5118	20	46	corporate	corporate	ADJ
cblr-5118	20	47	purpose	purpose	NOUN
cblr-5118	20	48	.............................................	.............................................	PUNCT
cblr-5118	20	49	1018	1018	NUM
cblr-5118	20	50	e.	e.	PROPN
cblr-5118	20	51	legal	legal	ADJ
cblr-5118	20	52	entity	entity	NOUN
cblr-5118	20	53	innovation	innovation	NOUN
cblr-5118	20	54	....................................	....................................	PUNCT
cblr-5118	20	55	1022	1022	NUM
cblr-5118	20	56	1	1	X
cblr-5118	20	57	.	.	PUNCT
cblr-5118	21	1	algorithmic	algorithmic	ADJ
cblr-5118	21	2	entities	entity	NOUN
cblr-5118	21	3	.....................................	.....................................	PUNCT
cblr-5118	21	4	1022	1022	NUM
cblr-5118	21	5	2	2	NUM
cblr-5118	21	6	.	.	PUNCT
cblr-5118	21	7	leaderless	leaderless	ADJ
cblr-5118	21	8	entities	entity	NOUN
cblr-5118	21	9	.......................................	.......................................	PUNCT
cblr-5118	21	10	1025	1025	NUM
cblr-5118	21	11	iv	iv	NOUN
cblr-5118	21	12	.	.	PUNCT
cblr-5118	21	13	conclusion	conclusion	PROPN
cblr-5118	21	14	....................................................................	....................................................................	PUNCT
cblr-5118	21	15	1029	1029	NUM
cblr-5118	21	16	i.	i.	NOUN
cblr-5118	21	17	introduction	introduction	NOUN
cblr-5118	21	18	in	in	ADP
cblr-5118	21	19	2014	2014	NUM
cblr-5118	21	20	,	,	PUNCT
cblr-5118	21	21	a	a	DET
cblr-5118	21	22	hong	hong	PROPN
cblr-5118	21	23	kong	kong	PROPN
cblr-5118	21	24	based	base	VERB
cblr-5118	21	25	venture	venture	NOUN
cblr-5118	21	26	capital	capital	NOUN
cblr-5118	21	27	firm	firm	NOUN
cblr-5118	21	28	,	,	PUNCT
cblr-5118	21	29	deep	deep	ADJ
cblr-5118	21	30	knowledge	knowledge	NOUN
cblr-5118	21	31	ventures	venture	NOUN
cblr-5118	21	32	,	,	PUNCT
cblr-5118	21	33	thrust	thrust	VERB
cblr-5118	21	34	us	we	PRON
cblr-5118	21	35	into	into	ADP
cblr-5118	21	36	a	a	DET
cblr-5118	21	37	new	new	ADJ
cblr-5118	21	38	age	age	NOUN
cblr-5118	21	39	of	of	ADP
cblr-5118	21	40	corporate	corporate	ADJ
cblr-5118	21	41	management	management	NOUN
cblr-5118	21	42	.	.	PUNCT
cblr-5118	22	1	the	the	DET
cblr-5118	22	2	firm	firm	NOUN
cblr-5118	22	3	announced	announce	VERB
cblr-5118	22	4	in	in	ADP
cblr-5118	22	5	a	a	DET
cblr-5118	22	6	press	press	NOUN
cblr-5118	22	7	release	release	NOUN
cblr-5118	22	8	that	that	PRON
cblr-5118	22	9	it	it	PRON
cblr-5118	22	10	“	"	PUNCT
cblr-5118	22	11	appointed	appoint	VERB
cblr-5118	22	12	vital	vital	ADJ
cblr-5118	22	13	,	,	PUNCT
cblr-5118	22	14	a	a	DET
cblr-5118	22	15	machine	machine	NOUN
cblr-5118	22	16	learning	learn	VERB
cblr-5118	22	17	program	program	NOUN
cblr-5118	22	18	capable	capable	ADJ
cblr-5118	22	19	of	of	ADP
cblr-5118	22	20	making	make	VERB
cblr-5118	22	21	investment	investment	NOUN
cblr-5118	22	22	recommendations	recommendation	NOUN
cblr-5118	22	23	in	in	ADP
cblr-5118	22	24	the	the	DET
cblr-5118	22	25	life	life	NOUN
cblr-5118	22	26	science	science	NOUN
cblr-5118	22	27	sector	sector	NOUN
cblr-5118	22	28	,	,	PUNCT
cblr-5118	22	29	to	to	ADP
cblr-5118	22	30	its	its	PRON
cblr-5118	22	31	board	board	NOUN
cblr-5118	22	32	.	.	PUNCT
cblr-5118	23	1	”1	”1	VERB
cblr-5118	23	2	two	two	NUM
cblr-5118	23	3	years	year	NOUN
cblr-5118	23	4	later	later	ADV
cblr-5118	23	5	,	,	PUNCT
cblr-5118	23	6	finnish	finnish	ADJ
cblr-5118	23	7	it	it	PRON
cblr-5118	23	8	company	company	NOUN
cblr-5118	23	9	tieto	tieto	NOUN
cblr-5118	23	10	informed	inform	VERB
cblr-5118	23	11	the	the	DET
cblr-5118	23	12	public	public	NOUN
cblr-5118	23	13	that	that	PRON
cblr-5118	23	14	it	it	PRON
cblr-5118	23	15	“	"	PUNCT
cblr-5118	23	16	appointed	appoint	VERB
cblr-5118	23	17	artificial	artificial	ADJ
cblr-5118	23	18	intelligence	intelligence	NOUN
cblr-5118	23	19	as	as	ADP
cblr-5118	23	20	a	a	DET
cblr-5118	23	21	member	member	NOUN
cblr-5118	23	22	of	of	ADP
cblr-5118	23	23	the	the	DET
cblr-5118	23	24	leadership	leadership	NOUN
cblr-5118	23	25	team	team	NOUN
cblr-5118	23	26	of	of	ADP
cblr-5118	23	27	its	its	PRON
cblr-5118	23	28	new	new	ADJ
cblr-5118	23	29	data	data	NOUN
cblr-5118	23	30	-	-	PUNCT
cblr-5118	23	31	driven	drive	VERB
cblr-5118	23	32	businesses	business	NOUN
cblr-5118	23	33	unit	unit	NOUN
cblr-5118	23	34	.	.	PUNCT
cblr-5118	23	35	”2	”2	PUNCT
cblr-5118	24	1	similarly	similarly	ADV
cblr-5118	24	2	,	,	PUNCT
cblr-5118	24	3	in	in	ADP
cblr-5118	24	4	early	early	ADJ
cblr-5118	24	5	2018	2018	NUM
cblr-5118	24	6	,	,	PUNCT
cblr-5118	24	7	the	the	DET
cblr-5118	24	8	1	1	NUM
cblr-5118	24	9	charles	charles	NOUN
cblr-5118	24	10	groome	groome	NOUN
cblr-5118	24	11	,	,	PUNCT
cblr-5118	24	12	deep	deep	ADJ
cblr-5118	24	13	knowledge	knowledge	NOUN
cblr-5118	24	14	ventures	venture	NOUN
cblr-5118	24	15	appoints	appoint	VERB
cblr-5118	24	16	intelligent	intelligent	ADJ
cblr-5118	24	17	investment	investment	NOUN
cblr-5118	24	18	analysis	analysis	NOUN
cblr-5118	24	19	software	software	NOUN
cblr-5118	24	20	vital	vital	ADJ
cblr-5118	24	21	as	as	ADP
cblr-5118	24	22	board	board	NOUN
cblr-5118	24	23	member	member	NOUN
cblr-5118	24	24	,	,	PUNCT
cblr-5118	24	25	cision	cision	PROPN
cblr-5118	24	26	prweb	prweb	PROPN
cblr-5118	24	27	(	(	PUNCT
cblr-5118	24	28	may	may	PROPN
cblr-5118	24	29	13	13	NUM
cblr-5118	24	30	,	,	PUNCT
cblr-5118	24	31	2014	2014	NUM
cblr-5118	24	32	)	)	PUNCT
cblr-5118	24	33	,	,	PUNCT
cblr-5118	24	34	http://www.prweb.com/releases/2014/05/	http://www.prweb.com/releases/2014/05/	PROPN
cblr-5118	24	35	prweb	prweb	PROPN
cblr-5118	24	36	11847458.htm	11847458.htm	X
cblr-5118	25	1	[	[	X
cblr-5118	25	2	https://perma.cc/9u8d-q94x	https://perma.cc/9u8d-q94x	X
cblr-5118	25	3	]	]	NOUN
cblr-5118	25	4	.	.	PUNCT
cblr-5118	25	5	2	2	NUM
cblr-5118	25	6	press	press	NOUN
cblr-5118	25	7	release	release	NOUN
cblr-5118	25	8	,	,	PUNCT
cblr-5118	25	9	tieto	tieto	NOUN
cblr-5118	25	10	,	,	PUNCT
cblr-5118	25	11	tieto	tieto	VERB
cblr-5118	25	12	the	the	DET
cblr-5118	25	13	first	first	ADJ
cblr-5118	25	14	nordic	nordic	ADJ
cblr-5118	25	15	company	company	NOUN
cblr-5118	25	16	to	to	PART
cblr-5118	25	17	appoint	appoint	VERB
cblr-5118	25	18	artificial	artificial	ADJ
cblr-5118	25	19	intelligence	intelligence	NOUN
cblr-5118	25	20	to	to	ADP
cblr-5118	25	21	the	the	DET
cblr-5118	25	22	leadership	leadership	NOUN
cblr-5118	25	23	team	team	NOUN
cblr-5118	25	24	of	of	ADP
cblr-5118	25	25	the	the	DET
cblr-5118	25	26	new	new	ADJ
cblr-5118	25	27	data	data	NOUN
cblr-5118	25	28	-	-	PUNCT
cblr-5118	25	29	driven	drive	VERB
cblr-5118	25	30	businesses	business	NOUN
cblr-5118	25	31	unit	unit	NOUN
cblr-5118	25	32	(	(	PUNCT
cblr-5118	25	33	oct	oct	PROPN
cblr-5118	25	34	.	.	PROPN
cblr-5118	25	35	17	17	NUM
cblr-5118	25	36	,	,	PUNCT
cblr-5118	25	37	2016	2016	NUM
cblr-5118	25	38	)	)	PUNCT
cblr-5118	25	39	,	,	PUNCT
cblr-5118	25	40	https://www.tieto.com/news/tieto-the-firsthttps://perma.cc/9u8d-q94x	https://www.tieto.com/news/tieto-the-firsthttps://perma.cc/9u8d-q94x	PROPN
cblr-5118	25	41	https://www.tieto.com/news/tieto-the-first-nordic-company-to-appoint-artificial-intelligence-to-the-leadership-team-of-the-new	https://www.tieto.com/news/tieto-the-first-nordic-company-to-appoint-artificial-intelligence-to-the-leadership-team-of-the-new	ADJ
cblr-5118	25	42	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	25	43	(	(	PUNCT
cblr-5118	25	44	do	do	AUX
cblr-5118	25	45	not	not	PART
cblr-5118	25	46	delete	delete	VERB
cblr-5118	25	47	)	)	PUNCT
cblr-5118	25	48	1/8/2020	1/8/2020	NUM
cblr-5118	25	49	4:46	4:46	NUM
cblr-5118	25	50	pm	pm	NOUN
cblr-5118	26	1	no	no	INTJ
cblr-5118	26	2	.	.	PUNCT
cblr-5118	27	1	3:965	3:965	NUM
cblr-5118	27	2	]	]	X
cblr-5118	27	3	corporate	corporate	ADJ
cblr-5118	27	4	management	management	NOUN
cblr-5118	27	5	in	in	ADP
cblr-5118	27	6	the	the	DET
cblr-5118	27	7	age	age	NOUN
cblr-5118	27	8	of	of	ADP
cblr-5118	27	9	ai	ai	PROPN
cblr-5118	27	10	967	967	NUM
cblr-5118	27	11	ceo	ceo	NOUN
cblr-5118	27	12	of	of	ADP
cblr-5118	27	13	california	california	PROPN
cblr-5118	27	14	-	-	PUNCT
cblr-5118	27	15	based	base	VERB
cblr-5118	27	16	software	software	NOUN
cblr-5118	27	17	provider	provider	NOUN
cblr-5118	27	18	salesforce	salesforce	NOUN
cblr-5118	27	19	revealed	reveal	VERB
cblr-5118	27	20	that	that	SCONJ
cblr-5118	27	21	he	he	PRON
cblr-5118	27	22	brings	bring	VERB
cblr-5118	27	23	an	an	DET
cblr-5118	27	24	artificial	artificial	ADJ
cblr-5118	27	25	intelligence	intelligence	NOUN
cblr-5118	27	26	machine	machine	NOUN
cblr-5118	27	27	named	name	VERB
cblr-5118	27	28	“	"	PUNCT
cblr-5118	27	29	einstein	einstein	NOUN
cblr-5118	27	30	”	"	PUNCT
cblr-5118	27	31	to	to	ADP
cblr-5118	27	32	weekly	weekly	ADJ
cblr-5118	27	33	staff	staff	NOUN
cblr-5118	27	34	meetings	meeting	NOUN
cblr-5118	27	35	.	.	PUNCT
cblr-5118	28	1	he	he	PRON
cblr-5118	28	2	further	far	ADV
cblr-5118	28	3	noted	note	VERB
cblr-5118	28	4	that	that	SCONJ
cblr-5118	28	5	he	he	PRON
cblr-5118	28	6	asks	ask	VERB
cblr-5118	28	7	einstein	einstein	NOUN
cblr-5118	28	8	to	to	PART
cblr-5118	28	9	comment	comment	VERB
cblr-5118	28	10	on	on	ADP
cblr-5118	28	11	proposals	proposal	NOUN
cblr-5118	28	12	under	under	ADP
cblr-5118	28	13	discussion	discussion	NOUN
cblr-5118	28	14	,	,	PUNCT
cblr-5118	28	15	describing	describe	VERB
cblr-5118	28	16	how	how	SCONJ
cblr-5118	28	17	on	on	ADP
cblr-5118	28	18	one	one	NUM
cblr-5118	28	19	occasion	occasion	NOUN
cblr-5118	28	20	the	the	DET
cblr-5118	28	21	machine	machine	NOUN
cblr-5118	28	22	questioned	question	VERB
cblr-5118	28	23	whether	whether	SCONJ
cblr-5118	28	24	a	a	DET
cblr-5118	28	25	particular	particular	ADJ
cblr-5118	28	26	executive	executive	NOUN
cblr-5118	28	27	“	"	PUNCT
cblr-5118	28	28	is	be	AUX
cblr-5118	28	29	going	go	VERB
cblr-5118	28	30	to	to	PART
cblr-5118	28	31	make	make	VERB
cblr-5118	28	32	their	their	PRON
cblr-5118	28	33	number	number	NOUN
cblr-5118	28	34	.	.	PUNCT
cblr-5118	28	35	”3	”3	VERB
cblr-5118	29	1	several	several	ADJ
cblr-5118	29	2	media	medium	NOUN
cblr-5118	29	3	outlets	outlet	NOUN
cblr-5118	29	4	reacted	react	VERB
cblr-5118	29	5	promptly	promptly	ADV
cblr-5118	29	6	,	,	PUNCT
cblr-5118	29	7	with4	with4	NOUN
cblr-5118	29	8	one	one	NUM
cblr-5118	29	9	newspaper	newspaper	NOUN
cblr-5118	29	10	even	even	ADV
cblr-5118	29	11	asking	ask	VERB
cblr-5118	29	12	its	its	PRON
cblr-5118	29	13	readers	reader	NOUN
cblr-5118	29	14	whether	whether	SCONJ
cblr-5118	29	15	they	they	PRON
cblr-5118	29	16	would	would	AUX
cblr-5118	29	17	“	"	PUNCT
cblr-5118	29	18	take	take	VERB
cblr-5118	29	19	orders	order	NOUN
cblr-5118	29	20	from	from	ADP
cblr-5118	29	21	a	a	DET
cblr-5118	29	22	robot	robot	NOUN
cblr-5118	29	23	.	.	PUNCT
cblr-5118	30	1	”5	”5	PUNCT
cblr-5118	30	2	in	in	ADP
cblr-5118	30	3	the	the	DET
cblr-5118	30	4	case	case	NOUN
cblr-5118	30	5	of	of	ADP
cblr-5118	30	6	vital	vital	ADJ
cblr-5118	30	7	,	,	PUNCT
cblr-5118	30	8	it	it	PRON
cblr-5118	30	9	turned	turn	VERB
cblr-5118	30	10	out	out	ADP
cblr-5118	30	11	that	that	SCONJ
cblr-5118	30	12	initial	initial	ADJ
cblr-5118	30	13	reports	report	NOUN
cblr-5118	30	14	were	be	AUX
cblr-5118	30	15	technically	technically	ADV
cblr-5118	30	16	incorrect	incorrect	ADJ
cblr-5118	30	17	,	,	PUNCT
cblr-5118	30	18	given	give	VERB
cblr-5118	30	19	that	that	SCONJ
cblr-5118	30	20	hong	hong	PROPN
cblr-5118	30	21	kong	kong	PROPN
cblr-5118	30	22	law	law	NOUN
cblr-5118	30	23	does	do	AUX
cblr-5118	30	24	not	not	PART
cblr-5118	30	25	allow	allow	VERB
cblr-5118	30	26	non	non	ADJ
cblr-5118	30	27	-	-	ADJ
cblr-5118	30	28	human	human	ADJ
cblr-5118	30	29	entities	entity	NOUN
cblr-5118	30	30	to	to	PART
cblr-5118	30	31	serve	serve	VERB
cblr-5118	30	32	on	on	ADP
cblr-5118	30	33	boards.6	boards.6	PROPN
cblr-5118	30	34	the	the	DET
cblr-5118	30	35	phenomenon	phenomenon	NOUN
cblr-5118	30	36	was	be	AUX
cblr-5118	30	37	also	also	ADV
cblr-5118	30	38	exaggerated	exaggerated	ADJ
cblr-5118	30	39	,	,	PUNCT
cblr-5118	30	40	as	as	SCONJ
cblr-5118	30	41	deep	deep	ADJ
cblr-5118	30	42	knowledge	knowledge	NOUN
cblr-5118	30	43	ventures	venture	NOUN
cblr-5118	30	44	later	later	ADV
cblr-5118	30	45	acknowledged	acknowledge	VERB
cblr-5118	30	46	that	that	SCONJ
cblr-5118	30	47	vital	vital	ADJ
cblr-5118	30	48	’s	’s	PART
cblr-5118	30	49	role	role	NOUN
cblr-5118	30	50	“	"	PUNCT
cblr-5118	30	51	was	be	AUX
cblr-5118	30	52	a	a	DET
cblr-5118	30	53	little	little	ADJ
cblr-5118	30	54	different	different	ADJ
cblr-5118	30	55	from	from	ADP
cblr-5118	30	56	that	that	PRON
cblr-5118	30	57	of	of	ADP
cblr-5118	30	58	human	human	ADJ
cblr-5118	30	59	directors	director	NOUN
cblr-5118	30	60	,	,	PUNCT
cblr-5118	30	61	”	"	PUNCT
cblr-5118	30	62	noting	note	VERB
cblr-5118	30	63	that	that	SCONJ
cblr-5118	30	64	the	the	DET
cblr-5118	30	65	firm	firm	NOUN
cblr-5118	30	66	treats	treat	VERB
cblr-5118	30	67	the	the	DET
cblr-5118	30	68	software	software	NOUN
cblr-5118	30	69	“	"	PUNCT
cblr-5118	30	70	as	as	ADP
cblr-5118	30	71	a	a	DET
cblr-5118	30	72	member	member	NOUN
cblr-5118	30	73	of	of	ADP
cblr-5118	30	74	our	our	PRON
cblr-5118	30	75	board	board	NOUN
cblr-5118	30	76	with	with	ADP
cblr-5118	30	77	observer	observer	NOUN
cblr-5118	30	78	status	status	NOUN
cblr-5118	30	79	”	"	PUNCT
cblr-5118	30	80	on	on	ADP
cblr-5118	30	81	the	the	DET
cblr-5118	30	82	basis	basis	NOUN
cblr-5118	30	83	of	of	ADP
cblr-5118	30	84	an	an	DET
cblr-5118	30	85	agreement	agreement	NOUN
cblr-5118	30	86	that	that	PRON
cblr-5118	30	87	the	the	DET
cblr-5118	30	88	board	board	NOUN
cblr-5118	30	89	“	"	PUNCT
cblr-5118	30	90	would	would	AUX
cblr-5118	30	91	not	not	PART
cblr-5118	30	92	make	make	VERB
cblr-5118	30	93	positive	positive	ADJ
cblr-5118	30	94	investment	investment	NOUN
cblr-5118	30	95	decisions	decision	NOUN
cblr-5118	30	96	without	without	ADP
cblr-5118	30	97	nordic	nordic	ADJ
cblr-5118	30	98	-	-	PUNCT
cblr-5118	30	99	company	company	NOUN
cblr-5118	30	100	-	-	PUNCT
cblr-5118	30	101	to	to	ADP
cblr-5118	30	102	-	-	PUNCT
cblr-5118	30	103	appoint	appoint	NOUN
cblr-5118	30	104	-	-	PUNCT
cblr-5118	30	105	artificial	artificial	ADJ
cblr-5118	30	106	-	-	PUNCT
cblr-5118	30	107	intelligence	intelligence	NOUN
cblr-5118	30	108	-	-	PUNCT
cblr-5118	30	109	to	to	ADP
cblr-5118	30	110	-	-	PUNCT
cblr-5118	30	111	the	the	DET
cblr-5118	30	112	-	-	PUNCT
cblr-5118	30	113	leadership	leadership	NOUN
cblr-5118	30	114	-	-	PUNCT
cblr-5118	30	115	teamof	teamof	NOUN
cblr-5118	30	116	-	-	PUNCT
cblr-5118	30	117	the	the	DET
cblr-5118	30	118	-	-	PUNCT
cblr-5118	30	119	new	new	ADJ
cblr-5118	31	1	[	[	X
cblr-5118	31	2	https://perma.cc/3c59-4yta	https://perma.cc/3c59-4yta	NOUN
cblr-5118	31	3	]	]	X
cblr-5118	31	4	.	.	PUNCT
cblr-5118	32	1	3	3	NUM
cblr-5118	32	2	david	david	PROPN
cblr-5118	32	3	reid	reid	PROPN
cblr-5118	32	4	,	,	PUNCT
cblr-5118	32	5	marc	marc	PROPN
cblr-5118	32	6	benioff	benioff	PROPN
cblr-5118	32	7	brings	bring	VERB
cblr-5118	32	8	an	an	DET
cblr-5118	32	9	a.i	a.i	PROPN
cblr-5118	32	10	.	.	PROPN
cblr-5118	32	11	machine	machine	NOUN
cblr-5118	32	12	called	call	VERB
cblr-5118	32	13	einstein	einstein	NOUN
cblr-5118	32	14	to	to	ADP
cblr-5118	32	15	his	his	PRON
cblr-5118	32	16	weekly	weekly	ADJ
cblr-5118	32	17	staff	staff	NOUN
cblr-5118	32	18	meeting	meeting	NOUN
cblr-5118	32	19	,	,	PUNCT
cblr-5118	32	20	cnbc	cnbc	PROPN
cblr-5118	32	21	(	(	PUNCT
cblr-5118	32	22	jan	jan	PROPN
cblr-5118	32	23	.	.	PROPN
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cblr-5118	32	25	,	,	PUNCT
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cblr-5118	32	28	,	,	PUNCT
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cblr-5118	33	4	.	.	PUNCT
cblr-5118	33	5	4	4	NUM
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cblr-5118	33	7	e.g.	e.g.	ADV
cblr-5118	33	8	,	,	PUNCT
cblr-5118	33	9	nicky	nicky	PROPN
cblr-5118	33	10	burrdige	burrdige	PROPN
cblr-5118	33	11	,	,	PUNCT
cblr-5118	33	12	artificial	artificial	ADJ
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cblr-5118	33	15	a	a	DET
cblr-5118	33	16	seat	seat	NOUN
cblr-5118	33	17	in	in	ADP
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cblr-5118	33	20	,	,	PUNCT
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cblr-5118	33	22	asian	asian	PROPN
cblr-5118	33	23	rev	rev	PROPN
cblr-5118	33	24	.	.	PUNCT
cblr-5118	34	1	(	(	PUNCT
cblr-5118	34	2	may	may	PROPN
cblr-5118	34	3	10	10	NUM
cblr-5118	34	4	,	,	PUNCT
cblr-5118	34	5	2017	2017	NUM
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cblr-5118	34	7	,	,	PUNCT
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cblr-5118	35	4	;	;	PUNCT
cblr-5118	35	5	algorithm	algorithm	PROPN
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cblr-5118	35	7	board	board	NOUN
cblr-5118	35	8	director	director	NOUN
cblr-5118	35	9	,	,	PUNCT
cblr-5118	35	10	bbc	bbc	PROPN
cblr-5118	35	11	news	news	PROPN
cblr-5118	35	12	(	(	PUNCT
cblr-5118	35	13	may	may	PROPN
cblr-5118	35	14	16	16	NUM
cblr-5118	35	15	,	,	PUNCT
cblr-5118	35	16	2014	2014	NUM
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cblr-5118	35	18	,	,	PUNCT
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cblr-5118	35	20	[	[	X
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cblr-5118	35	23	;	;	PUNCT
cblr-5118	35	24	simon	simon	PROPN
cblr-5118	35	25	sharwood	sharwood	PROPN
cblr-5118	35	26	,	,	PUNCT
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cblr-5118	35	28	‘	'	PUNCT
cblr-5118	35	29	appointed	appoint	VERB
cblr-5118	35	30	to	to	ADP
cblr-5118	35	31	board	board	NOUN
cblr-5118	35	32	’	'	PUNCT
cblr-5118	35	33	of	of	ADP
cblr-5118	35	34	venture	venture	NOUN
cblr-5118	35	35	capital	capital	NOUN
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cblr-5118	35	37	,	,	PUNCT
cblr-5118	35	38	reg	reg	PROPN
cblr-5118	35	39	.	.	PUNCT
cblr-5118	36	1	(	(	PUNCT
cblr-5118	36	2	may	may	PROPN
cblr-5118	36	3	18	18	NUM
cblr-5118	36	4	,	,	PUNCT
cblr-5118	36	5	2014	2014	NUM
cblr-5118	36	6	)	)	PUNCT
cblr-5118	36	7	,	,	PUNCT
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cblr-5118	36	9	_	_	SYM
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cblr-5118	37	4	.	.	PUNCT
cblr-5118	37	5	5	5	NUM
cblr-5118	37	6	ellie	ellie	PROPN
cblr-5118	37	7	zolfagharifard	zolfagharifard	PROPN
cblr-5118	37	8	,	,	PUNCT
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cblr-5118	37	10	you	you	PRON
cblr-5118	37	11	take	take	VERB
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cblr-5118	37	13	from	from	ADP
cblr-5118	37	14	a	a	DET
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cblr-5118	37	16	?	?	PUNCT
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cblr-5118	38	11	,	,	PUNCT
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cblr-5118	38	13	mail	mail	NOUN
cblr-5118	38	14	(	(	PUNCT
cblr-5118	38	15	may	may	PROPN
cblr-5118	38	16	19	19	NUM
cblr-5118	38	17	,	,	PUNCT
cblr-5118	38	18	2014	2014	NUM
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cblr-5118	38	20	,	,	PUNCT
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cblr-5118	39	4	.	.	PUNCT
cblr-5118	40	1	6	6	NUM
cblr-5118	40	2	see	see	VERB
cblr-5118	40	3	sharwood	sharwood	NOUN
cblr-5118	40	4	,	,	PUNCT
cblr-5118	40	5	supra	supra	PROPN
cblr-5118	40	6	note	note	NOUN
cblr-5118	40	7	4	4	NUM
cblr-5118	40	8	.	.	PUNCT
cblr-5118	40	9	https://www.tieto.com/news/tieto-the-first-nordic-company-to-appoint-artificial-intelligence-to-the-leadership-team-of-the-new	https://www.tieto.com/news/tieto-the-first-nordic-company-to-appoint-artificial-intelligence-to-the-leadership-team-of-the-new	PROPN
cblr-5118	40	10	https://www.tieto.com/news/tieto-the-first-nordic-company-to-appoint-artificial-intelligence-to-the-leadership-team-of-the-new	https://www.tieto.com/news/tieto-the-first-nordic-company-to-appoint-artificial-intelligence-to-the-leadership-team-of-the-new	ADJ
cblr-5118	40	11	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	40	12	(	(	PUNCT
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cblr-5118	40	14	not	not	PART
cblr-5118	40	15	delte	delte	VERB
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cblr-5118	40	18	4:46	4:46	NUM
cblr-5118	40	19	pm	pm	NOUN
cblr-5118	40	20	968	968	NUM
cblr-5118	40	21	columbia	columbia	PROPN
cblr-5118	40	22	business	business	NOUN
cblr-5118	40	23	law	law	PROPN
cblr-5118	40	24	review	review	NOUN
cblr-5118	41	1	[	[	X
cblr-5118	41	2	vol	vol	NOUN
cblr-5118	41	3	.	.	PUNCT
cblr-5118	41	4	2019	2019	NUM
cblr-5118	41	5	corroboration	corroboration	NOUN
cblr-5118	41	6	by	by	ADP
cblr-5118	41	7	vital	vital	ADJ
cblr-5118	41	8	.	.	PUNCT
cblr-5118	41	9	”7	”7	PUNCT
cblr-5118	42	1	as	as	SCONJ
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cblr-5118	42	4	noted	note	VERB
cblr-5118	42	5	,	,	PUNCT
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cblr-5118	42	7	arrangement	arrangement	NOUN
cblr-5118	42	8	was	be	AUX
cblr-5118	42	9	no	no	ADV
cblr-5118	42	10	different	different	ADJ
cblr-5118	42	11	from	from	ADP
cblr-5118	42	12	practices	practice	NOUN
cblr-5118	42	13	at	at	ADP
cblr-5118	42	14	other	other	ADJ
cblr-5118	42	15	financial	financial	ADJ
cblr-5118	42	16	companies	company	NOUN
cblr-5118	42	17	that	that	PRON
cblr-5118	42	18	use	use	VERB
cblr-5118	42	19	large	large	ADJ
cblr-5118	42	20	data	datum	NOUN
cblr-5118	42	21	searches	search	NOUN
cblr-5118	42	22	to	to	PART
cblr-5118	42	23	survey	survey	VERB
cblr-5118	42	24	markets	market	NOUN
cblr-5118	42	25	and	and	CCONJ
cblr-5118	42	26	generate	generate	VERB
cblr-5118	42	27	suggestions	suggestion	NOUN
cblr-5118	42	28	for	for	ADP
cblr-5118	42	29	boards	board	NOUN
cblr-5118	42	30	or	or	CCONJ
cblr-5118	42	31	managers.8	managers.8	NOUN
cblr-5118	42	32	although	although	SCONJ
cblr-5118	42	33	the	the	DET
cblr-5118	42	34	claims	claim	NOUN
cblr-5118	42	35	in	in	ADP
cblr-5118	42	36	the	the	DET
cblr-5118	42	37	above	above	ADV
cblr-5118	42	38	-	-	PUNCT
cblr-5118	42	39	mentioned	mention	VERB
cblr-5118	42	40	and	and	CCONJ
cblr-5118	42	41	similar	similar	ADJ
cblr-5118	42	42	news	news	NOUN
cblr-5118	42	43	items	item	NOUN
cblr-5118	42	44	may	may	AUX
cblr-5118	42	45	not	not	PART
cblr-5118	42	46	always	always	ADV
cblr-5118	42	47	be	be	AUX
cblr-5118	42	48	taken	take	VERB
cblr-5118	42	49	at	at	ADP
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cblr-5118	42	51	value	value	NOUN
cblr-5118	42	52	,	,	PUNCT
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cblr-5118	42	54	clearly	clearly	ADV
cblr-5118	42	55	highlight	highlight	VERB
cblr-5118	42	56	the	the	DET
cblr-5118	42	57	growing	grow	VERB
cblr-5118	42	58	importance	importance	NOUN
cblr-5118	42	59	of	of	ADP
cblr-5118	42	60	artificial	artificial	ADJ
cblr-5118	42	61	intelligence	intelligence	NOUN
cblr-5118	42	62	(	(	PUNCT
cblr-5118	42	63	“	"	PUNCT
cblr-5118	42	64	ai	ai	VERB
cblr-5118	42	65	”	"	PUNCT
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cblr-5118	42	67	in	in	ADP
cblr-5118	42	68	corporate	corporate	ADJ
cblr-5118	42	69	management	management	NOUN
cblr-5118	42	70	and	and	CCONJ
cblr-5118	42	71	hint	hint	NOUN
cblr-5118	42	72	at	at	ADP
cblr-5118	42	73	the	the	DET
cblr-5118	42	74	potentially	potentially	ADV
cblr-5118	42	75	enormous	enormous	ADJ
cblr-5118	42	76	changes	change	NOUN
cblr-5118	42	77	that	that	PRON
cblr-5118	42	78	corporate	corporate	ADJ
cblr-5118	42	79	leadership	leadership	NOUN
cblr-5118	42	80	may	may	AUX
cblr-5118	42	81	experience	experience	VERB
cblr-5118	42	82	in	in	ADP
cblr-5118	42	83	the	the	DET
cblr-5118	42	84	relatively	relatively	ADV
cblr-5118	42	85	near	near	ADJ
cblr-5118	42	86	future	future	NOUN
cblr-5118	42	87	.	.	PUNCT
cblr-5118	43	1	this	this	DET
cblr-5118	43	2	article	article	NOUN
cblr-5118	43	3	attempts	attempt	VERB
cblr-5118	43	4	to	to	PART
cblr-5118	43	5	anticipate	anticipate	VERB
cblr-5118	43	6	that	that	DET
cblr-5118	43	7	future	future	NOUN
cblr-5118	43	8	by	by	ADP
cblr-5118	43	9	exploring	explore	VERB
cblr-5118	43	10	a	a	DET
cblr-5118	43	11	thought	think	VERB
cblr-5118	43	12	experiment	experiment	NOUN
cblr-5118	43	13	on	on	ADP
cblr-5118	43	14	corporate	corporate	ADJ
cblr-5118	43	15	management	management	NOUN
cblr-5118	43	16	and	and	CCONJ
cblr-5118	43	17	artificial	artificial	ADJ
cblr-5118	43	18	intelligence	intelligence	NOUN
cblr-5118	43	19	.	.	PUNCT
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cblr-5118	44	2	argues	argue	VERB
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cblr-5118	44	9	and	and	CCONJ
cblr-5118	44	10	suggesting	suggest	VERB
cblr-5118	44	11	expert	expert	NOUN
cblr-5118	44	12	decisions	decision	NOUN
cblr-5118	44	13	for	for	ADP
cblr-5118	44	14	managers	manager	NOUN
cblr-5118	44	15	(	(	PUNCT
cblr-5118	44	16	which	which	PRON
cblr-5118	44	17	in	in	ADP
cblr-5118	44	18	some	some	DET
cblr-5118	44	19	areas	area	NOUN
cblr-5118	44	20	is	be	AUX
cblr-5118	44	21	already	already	ADV
cblr-5118	44	22	common	common	ADJ
cblr-5118	44	23	today	today	NOUN
cblr-5118	44	24	)	)	PUNCT
cblr-5118	44	25	to	to	PART
cblr-5118	44	26	ai	ai	AUX
cblr-5118	44	27	making	make	VERB
cblr-5118	44	28	these	these	DET
cblr-5118	44	29	decisions	decision	NOUN
cblr-5118	44	30	autonomously	autonomously	ADV
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cblr-5118	44	34	.	.	PUNCT
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cblr-5118	45	2	a	a	DET
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cblr-5118	45	4	note	note	NOUN
cblr-5118	45	5	,	,	PUNCT
cblr-5118	45	6	there	there	PRON
cblr-5118	45	7	is	be	VERB
cblr-5118	45	8	currently	currently	ADV
cblr-5118	45	9	no	no	DET
cblr-5118	45	10	singular	singular	NOUN
cblr-5118	45	11	,	,	PUNCT
cblr-5118	45	12	universally	universally	ADV
cblr-5118	45	13	accepted	accept	VERB
cblr-5118	45	14	definition	definition	NOUN
cblr-5118	45	15	of	of	ADP
cblr-5118	45	16	ai.9	ai.9	PROPN
cblr-5118	45	17	in	in	ADP
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cblr-5118	45	19	,	,	PUNCT
cblr-5118	45	20	as	as	SCONJ
cblr-5118	45	21	one	one	NUM
cblr-5118	45	22	commentator	commentator	NOUN
cblr-5118	45	23	has	have	AUX
cblr-5118	45	24	noted	note	VERB
cblr-5118	45	25	,	,	PUNCT
cblr-5118	45	26	“	"	PUNCT
cblr-5118	45	27	ai	ai	VERB
cblr-5118	45	28	is	be	AUX
cblr-5118	45	29	an	an	DET
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cblr-5118	45	31	term	term	NOUN
cblr-5118	45	32	,	,	PUNCT
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cblr-5118	45	34	by	by	ADP
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cblr-5118	45	38	”	"	PUNCT
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cblr-5118	45	41	includes	include	VERB
cblr-5118	45	42	the	the	DET
cblr-5118	45	43	cutting	cutting	NOUN
cblr-5118	45	44	-	-	PUNCT
cblr-5118	45	45	edge	edge	NOUN
cblr-5118	45	46	approaches	approach	NOUN
cblr-5118	45	47	of	of	ADP
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cblr-5118	45	50	and	and	CCONJ
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cblr-5118	45	53	this	this	DET
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cblr-5118	45	58	,	,	PUNCT
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cblr-5118	45	60	a	a	DET
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cblr-5118	45	62	definition	definition	NOUN
cblr-5118	45	63	by	by	ADP
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cblr-5118	45	66	,	,	PUNCT
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cblr-5118	45	70	scientist	scientist	NOUN
cblr-5118	45	71	often	often	ADV
cblr-5118	45	72	credited	credit	VERB
cblr-5118	45	73	with	with	ADP
cblr-5118	45	74	coining	coin	VERB
cblr-5118	45	75	the	the	DET
cblr-5118	45	76	term	term	NOUN
cblr-5118	45	77	artificial	artificial	ADJ
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cblr-5118	45	79	mccarthy	mccarthy	PROPN
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cblr-5118	45	81	ai	ai	VERB
cblr-5118	45	82	as	as	ADP
cblr-5118	45	83	“	"	PUNCT
cblr-5118	45	84	the	the	DET
cblr-5118	45	85	science	science	NOUN
cblr-5118	45	86	and	and	CCONJ
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cblr-5118	45	88	burrdige	burrdige	NOUN
cblr-5118	45	89	,	,	PUNCT
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cblr-5118	45	97	appointed	appoint	VERB
cblr-5118	45	98	,	,	PUNCT
cblr-5118	45	99	supra	supra	PROPN
cblr-5118	45	100	note	note	NOUN
cblr-5118	45	101	4	4	NUM
cblr-5118	45	102	(	(	PUNCT
cblr-5118	45	103	citing	cite	VERB
cblr-5118	45	104	professor	professor	PROPN
cblr-5118	45	105	noel	noel	PROPN
cblr-5118	45	106	sharkey	sharkey	PROPN
cblr-5118	45	107	)	)	PUNCT
cblr-5118	45	108	.	.	PUNCT
cblr-5118	46	1	9	9	NUM
cblr-5118	46	2	peter	peter	PROPN
cblr-5118	46	3	stone	stone	PROPN
cblr-5118	46	4	et	et	PROPN
cblr-5118	46	5	al	al	PROPN
cblr-5118	46	6	.	.	PROPN
cblr-5118	46	7	,	,	PUNCT
cblr-5118	46	8	artificial	artificial	ADJ
cblr-5118	46	9	intelligence	intelligence	NOUN
cblr-5118	46	10	and	and	CCONJ
cblr-5118	46	11	life	life	NOUN
cblr-5118	46	12	in	in	ADP
cblr-5118	46	13	2030	2030	NUM
cblr-5118	46	14	:	:	PUNCT
cblr-5118	46	15	report	report	NOUN
cblr-5118	46	16	of	of	ADP
cblr-5118	46	17	the	the	DET
cblr-5118	46	18	2015	2015	NUM
cblr-5118	46	19	study	study	NOUN
cblr-5118	46	20	panel	panel	NOUN
cblr-5118	46	21	12	12	NUM
cblr-5118	46	22	(	(	PUNCT
cblr-5118	46	23	2016	2016	NUM
cblr-5118	46	24	)	)	PUNCT
cblr-5118	46	25	,	,	PUNCT
cblr-5118	46	26	https://ai100.stanford.edu/sites/g/files/sbiybj9861/f/ai_100_report_0831fnl	https://ai100.stanford.edu/sites/g/files/sbiybj9861/f/ai_100_report_0831fnl	PROPN
cblr-5118	46	27	.	.	NOUN
cblr-5118	46	28	pdf	pdf	NOUN
cblr-5118	46	29	[	[	X
cblr-5118	46	30	https://perma.cc/bn9a-3cqa	https://perma.cc/bn9a-3cqa	X
cblr-5118	46	31	]	]	X
cblr-5118	46	32	.	.	PUNCT
cblr-5118	47	1	10	10	NUM
cblr-5118	47	2	ryan	ryan	PROPN
cblr-5118	47	3	calo	calo	PROPN
cblr-5118	47	4	,	,	PUNCT
cblr-5118	47	5	artificial	artificial	ADJ
cblr-5118	47	6	intelligence	intelligence	NOUN
cblr-5118	47	7	policy	policy	NOUN
cblr-5118	47	8	:	:	PUNCT
cblr-5118	47	9	a	a	DET
cblr-5118	47	10	primer	primer	NOUN
cblr-5118	47	11	and	and	CCONJ
cblr-5118	47	12	roadmap	roadmap	NOUN
cblr-5118	47	13	,	,	PUNCT
cblr-5118	47	14	51	51	NUM
cblr-5118	47	15	u.c	u.c	PROPN
cblr-5118	47	16	.	.	PROPN
cblr-5118	48	1	davis	davis	PROPN
cblr-5118	48	2	l.	l.	PROPN
cblr-5118	48	3	rev	rev	PROPN
cblr-5118	48	4	.	.	PROPN
cblr-5118	48	5	399	399	NUM
cblr-5118	48	6	,	,	PUNCT
cblr-5118	48	7	405	405	NUM
cblr-5118	48	8	,	,	PUNCT
cblr-5118	48	9	407	407	NUM
cblr-5118	48	10	(	(	PUNCT
cblr-5118	48	11	2017	2017	NUM
cblr-5118	48	12	)	)	PUNCT
cblr-5118	48	13	(	(	PUNCT
cblr-5118	48	14	“	"	PUNCT
cblr-5118	48	15	[	[	X
cblr-5118	48	16	m]any	m]any	NOUN
cblr-5118	48	17	of	of	ADP
cblr-5118	48	18	the	the	DET
cblr-5118	48	19	devices	device	NOUN
cblr-5118	48	20	and	and	CCONJ
cblr-5118	48	21	services	service	NOUN
cblr-5118	48	22	we	we	PRON
cblr-5118	48	23	access	access	VERB
cblr-5118	48	24	today	today	NOUN
cblr-5118	48	25	—	—	PUNCT
cblr-5118	48	26	from	from	ADP
cblr-5118	48	27	iphone	iphone	PROPN
cblr-5118	48	28	autocorrect	autocorrect	NOUN
cblr-5118	48	29	to	to	ADP
cblr-5118	48	30	google	google	PROPN
cblr-5118	48	31	images	image	NOUN
cblr-5118	48	32	—	—	PUNCT
cblr-5118	48	33	leverage	leverage	NOUN
cblr-5118	48	34	trained	train	VERB
cblr-5118	48	35	pattern	pattern	NOUN
cblr-5118	48	36	recognition	recognition	NOUN
cblr-5118	48	37	systems	system	NOUN
cblr-5118	48	38	or	or	CCONJ
cblr-5118	48	39	complex	complex	ADJ
cblr-5118	48	40	algorithms	algorithm	NOUN
cblr-5118	48	41	that	that	PRON
cblr-5118	48	42	a	a	DET
cblr-5118	48	43	generous	generous	ADJ
cblr-5118	48	44	definition	definition	NOUN
cblr-5118	48	45	of	of	ADP
cblr-5118	48	46	ai	ai	NOUN
cblr-5118	48	47	might	might	AUX
cblr-5118	48	48	encompass	encompass	VERB
cblr-5118	48	49	.	.	PUNCT
cblr-5118	48	50	”	"	PUNCT
cblr-5118	48	51	)	)	PUNCT
cblr-5118	48	52	.	.	PUNCT
cblr-5118	49	1	11	11	NUM
cblr-5118	49	2	see	see	VERB
cblr-5118	49	3	v.	v.	ADP
cblr-5118	49	4	rajaraman	rajaraman	NOUN
cblr-5118	49	5	,	,	PUNCT
cblr-5118	49	6	john	john	PROPN
cblr-5118	49	7	mccarthy	mccarthy	PROPN
cblr-5118	49	8	–	–	PUNCT
cblr-5118	49	9	father	father	NOUN
cblr-5118	49	10	of	of	ADP
cblr-5118	49	11	artificial	artificial	ADJ
cblr-5118	49	12	intelligence	intelligence	NOUN
cblr-5118	49	13	,	,	PUNCT
cblr-5118	49	14	19	19	NUM
cblr-5118	49	15	resonance	resonance	NOUN
cblr-5118	49	16	198	198	NUM
cblr-5118	49	17	(	(	PUNCT
cblr-5118	49	18	2014	2014	NUM
cblr-5118	49	19	)	)	PUNCT
cblr-5118	49	20	,	,	PUNCT
cblr-5118	49	21	https://ai100.stanford.edu/sites/g/files/sbiybj9861/f/ai_100_report_0831fnl.pdf	https://ai100.stanford.edu/sites/g/files/sbiybj9861/f/ai_100_report_0831fnl.pdf	PROPN
cblr-5118	49	22	https://ai100.stanford.edu/sites/g/files/sbiybj9861/f/ai_100_report_0831fnl.pdf	https://ai100.stanford.edu/sites/g/files/sbiybj9861/f/ai_100_report_0831fnl.pdf	PROPN
cblr-5118	49	23	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	49	24	(	(	PUNCT
cblr-5118	49	25	do	do	AUX
cblr-5118	49	26	not	not	PART
cblr-5118	49	27	delete	delete	VERB
cblr-5118	49	28	)	)	PUNCT
cblr-5118	49	29	1/8/2020	1/8/2020	NUM
cblr-5118	49	30	4:46	4:46	NUM
cblr-5118	49	31	pm	pm	NOUN
cblr-5118	49	32	no	no	INTJ
cblr-5118	49	33	.	.	PUNCT
cblr-5118	50	1	3:965	3:965	NUM
cblr-5118	50	2	]	]	X
cblr-5118	50	3	corporate	corporate	ADJ
cblr-5118	50	4	management	management	NOUN
cblr-5118	50	5	in	in	ADP
cblr-5118	50	6	the	the	DET
cblr-5118	50	7	age	age	NOUN
cblr-5118	50	8	of	of	ADP
cblr-5118	50	9	ai	ai	PRON
cblr-5118	50	10	969	969	NUM
cblr-5118	50	11	engineering	engineering	NOUN
cblr-5118	50	12	of	of	ADP
cblr-5118	50	13	making	make	VERB
cblr-5118	50	14	intelligent	intelligent	ADJ
cblr-5118	50	15	machines	machine	NOUN
cblr-5118	50	16	,	,	PUNCT
cblr-5118	50	17	especially	especially	ADV
cblr-5118	50	18	intelligent	intelligent	ADJ
cblr-5118	50	19	computer	computer	NOUN
cblr-5118	50	20	programs	program	NOUN
cblr-5118	50	21	.	.	PUNCT
cblr-5118	51	1	”12	”12	PROPN
cblr-5118	51	2	this	this	DET
cblr-5118	51	3	definition	definition	NOUN
cblr-5118	51	4	is	be	AUX
cblr-5118	51	5	better	well	ADV
cblr-5118	51	6	suited	suited	ADJ
cblr-5118	51	7	for	for	ADP
cblr-5118	51	8	our	our	PRON
cblr-5118	51	9	purposes	purpose	NOUN
cblr-5118	51	10	than	than	ADP
cblr-5118	51	11	a	a	DET
cblr-5118	51	12	definition	definition	NOUN
cblr-5118	51	13	of	of	ADP
cblr-5118	51	14	ai	ai	NOUN
cblr-5118	51	15	as	as	ADP
cblr-5118	51	16	an	an	DET
cblr-5118	51	17	approximation	approximation	NOUN
cblr-5118	51	18	of	of	ADP
cblr-5118	51	19	human	human	ADJ
cblr-5118	51	20	intelligence,13	intelligence,13	NOUN
cblr-5118	51	21	because	because	SCONJ
cblr-5118	51	22	it	it	PRON
cblr-5118	51	23	leaves	leave	VERB
cblr-5118	51	24	open	open	VERB
cblr-5118	51	25	the	the	DET
cblr-5118	51	26	possibility	possibility	NOUN
cblr-5118	51	27	that	that	SCONJ
cblr-5118	51	28	ai	ai	VERB
cblr-5118	51	29	will	will	AUX
cblr-5118	51	30	eventually	eventually	ADV
cblr-5118	51	31	exceed	exceed	VERB
cblr-5118	51	32	humans	human	NOUN
cblr-5118	51	33	’	’	PART
cblr-5118	51	34	cognitive	cognitive	ADJ
cblr-5118	51	35	capacity	capacity	NOUN
cblr-5118	51	36	and	and	CCONJ
cblr-5118	51	37	represent	represent	VERB
cblr-5118	51	38	an	an	DET
cblr-5118	51	39	entirely	entirely	ADV
cblr-5118	51	40	separate	separate	ADJ
cblr-5118	51	41	category	category	NOUN
cblr-5118	51	42	of	of	ADP
cblr-5118	51	43	intelligence	intelligence	NOUN
cblr-5118	51	44	.	.	PUNCT
cblr-5118	52	1	as	as	SCONJ
cblr-5118	52	2	mccarthy	mccarthy	PROPN
cblr-5118	52	3	noted	note	VERB
cblr-5118	52	4	,	,	PUNCT
cblr-5118	52	5	ai	ai	VERB
cblr-5118	52	6	is	be	AUX
cblr-5118	52	7	related	relate	VERB
cblr-5118	52	8	to	to	ADP
cblr-5118	52	9	using	use	VERB
cblr-5118	52	10	computers	computer	NOUN
cblr-5118	52	11	to	to	PART
cblr-5118	52	12	understand	understand	VERB
cblr-5118	52	13	human	human	ADJ
cblr-5118	52	14	intelligence	intelligence	NOUN
cblr-5118	52	15	,	,	PUNCT
cblr-5118	52	16	but	but	CCONJ
cblr-5118	52	17	is	be	AUX
cblr-5118	52	18	not	not	PART
cblr-5118	52	19	necessarily	necessarily	ADV
cblr-5118	52	20	confined	confine	VERB
cblr-5118	52	21	to	to	ADP
cblr-5118	52	22	methods	method	NOUN
cblr-5118	52	23	that	that	PRON
cblr-5118	52	24	are	be	AUX
cblr-5118	52	25	biologically	biologically	ADV
cblr-5118	52	26	observable.14	observable.14	PRON
cblr-5118	52	27	based	base	VERB
cblr-5118	52	28	on	on	ADP
cblr-5118	52	29	this	this	DET
cblr-5118	52	30	understanding	understanding	NOUN
cblr-5118	52	31	of	of	ADP
cblr-5118	52	32	ai	ai	NOUN
cblr-5118	52	33	,	,	PUNCT
cblr-5118	52	34	and	and	CCONJ
cblr-5118	52	35	based	base	VERB
cblr-5118	52	36	on	on	ADP
cblr-5118	52	37	the	the	DET
cblr-5118	52	38	assumption	assumption	NOUN
cblr-5118	52	39	that	that	SCONJ
cblr-5118	52	40	as	as	SCONJ
cblr-5118	52	41	ai	ai	VERB
cblr-5118	52	42	further	further	ADJ
cblr-5118	52	43	evolves	evolve	NOUN
cblr-5118	52	44	it	it	PRON
cblr-5118	52	45	will	will	AUX
cblr-5118	52	46	be	be	AUX
cblr-5118	52	47	able	able	ADJ
cblr-5118	52	48	to	to	PART
cblr-5118	52	49	take	take	VERB
cblr-5118	52	50	over	over	ADP
cblr-5118	52	51	the	the	DET
cblr-5118	52	52	management	management	NOUN
cblr-5118	52	53	of	of	ADP
cblr-5118	52	54	corporations	corporation	NOUN
cblr-5118	52	55	,	,	PUNCT
cblr-5118	52	56	this	this	DET
cblr-5118	52	57	article	article	NOUN
cblr-5118	52	58	will	will	AUX
cblr-5118	52	59	explore	explore	VERB
cblr-5118	52	60	the	the	DET
cblr-5118	52	61	potential	potential	ADJ
cblr-5118	52	62	corporate	corporate	ADJ
cblr-5118	52	63	law	law	NOUN
cblr-5118	52	64	and	and	CCONJ
cblr-5118	52	65	governance	governance	NOUN
cblr-5118	52	66	consequences	consequence	NOUN
cblr-5118	52	67	of	of	ADP
cblr-5118	52	68	this	this	DET
cblr-5118	52	69	development	development	NOUN
cblr-5118	52	70	.	.	PUNCT
cblr-5118	53	1	in	in	ADP
cblr-5118	53	2	doing	do	VERB
cblr-5118	53	3	so	so	ADV
cblr-5118	53	4	,	,	PUNCT
cblr-5118	53	5	it	it	PRON
cblr-5118	53	6	focuses	focus	VERB
cblr-5118	53	7	on	on	ADP
cblr-5118	53	8	the	the	DET
cblr-5118	53	9	fundamental	fundamental	ADJ
cblr-5118	53	10	areas	area	NOUN
cblr-5118	53	11	of	of	ADP
cblr-5118	53	12	corporate	corporate	ADJ
cblr-5118	53	13	leadership	leadership	NOUN
cblr-5118	53	14	and	and	CCONJ
cblr-5118	53	15	management	management	NOUN
cblr-5118	53	16	structures	structure	NOUN
cblr-5118	53	17	,	,	PUNCT
cblr-5118	53	18	managerial	managerial	ADJ
cblr-5118	53	19	liability	liability	NOUN
cblr-5118	53	20	,	,	PUNCT
cblr-5118	53	21	and	and	CCONJ
cblr-5118	53	22	the	the	DET
cblr-5118	53	23	corporate	corporate	ADJ
cblr-5118	53	24	purpose	purpose	NOUN
cblr-5118	53	25	.	.	PUNCT
cblr-5118	54	1	while	while	SCONJ
cblr-5118	54	2	the	the	DET
cblr-5118	54	3	foregoing	forego	VERB
cblr-5118	54	4	parts	part	NOUN
cblr-5118	54	5	of	of	ADP
cblr-5118	54	6	the	the	DET
cblr-5118	54	7	article	article	NOUN
cblr-5118	54	8	will	will	AUX
cblr-5118	54	9	describe	describe	VERB
cblr-5118	54	10	the	the	DET
cblr-5118	54	11	consequences	consequence	NOUN
cblr-5118	54	12	of	of	ADP
cblr-5118	54	13	ai	ai	PROPN
cblr-5118	54	14	management	management	NOUN
cblr-5118	54	15	based	base	VERB
cblr-5118	54	16	on	on	ADP
cblr-5118	54	17	the	the	DET
cblr-5118	54	18	underlying	underlying	ADJ
cblr-5118	54	19	assumption	assumption	NOUN
cblr-5118	54	20	that	that	SCONJ
cblr-5118	54	21	ultimate	ultimate	ADJ
cblr-5118	54	22	control	control	NOUN
cblr-5118	54	23	of	of	ADP
cblr-5118	54	24	ai	ai	NOUN
cblr-5118	54	25	-	-	PUNCT
cblr-5118	54	26	led	lead	VERB
cblr-5118	54	27	businesses	business	NOUN
cblr-5118	54	28	remains	remain	VERB
cblr-5118	54	29	with	with	ADP
cblr-5118	54	30	human	human	ADJ
cblr-5118	54	31	shareholders	shareholder	NOUN
cblr-5118	54	32	,	,	PUNCT
cblr-5118	54	33	the	the	DET
cblr-5118	54	34	final	final	ADJ
cblr-5118	54	35	section	section	NOUN
cblr-5118	54	36	will	will	AUX
cblr-5118	54	37	discuss	discuss	VERB
cblr-5118	54	38	algorithmic	algorithmic	ADJ
cblr-5118	54	39	entities	entity	NOUN
cblr-5118	54	40	(	(	PUNCT
cblr-5118	54	41	“	"	PUNCT
cblr-5118	54	42	aes	aes	PROPN
cblr-5118	54	43	”	"	PUNCT
cblr-5118	54	44	)	)	PUNCT
cblr-5118	54	45	and	and	CCONJ
cblr-5118	54	46	leaderless	leaderless	ADJ
cblr-5118	54	47	entities	entity	NOUN
cblr-5118	54	48	as	as	ADP
cblr-5118	54	49	particular	particular	ADJ
cblr-5118	54	50	forms	form	NOUN
cblr-5118	54	51	of	of	ADP
cblr-5118	54	52	potential	potential	ADJ
cblr-5118	54	53	future	future	ADJ
cblr-5118	54	54	corporate	corporate	ADJ
cblr-5118	54	55	management	management	NOUN
cblr-5118	54	56	/	/	SYM
cblr-5118	54	57	leadership	leadership	NOUN
cblr-5118	54	58	models	model	NOUN
cblr-5118	54	59	.	.	PUNCT
cblr-5118	55	1	aes	aes	PROPN
cblr-5118	55	2	are	be	AUX
cblr-5118	55	3	legal	legal	ADJ
cblr-5118	55	4	entities	entity	NOUN
cblr-5118	55	5	that	that	PRON
cblr-5118	55	6	are	be	AUX
cblr-5118	55	7	not	not	PART
cblr-5118	55	8	only	only	ADV
cblr-5118	55	9	fully	fully	ADV
cblr-5118	55	10	managed	manage	VERB
cblr-5118	55	11	by	by	ADP
cblr-5118	55	12	software	software	NOUN
cblr-5118	55	13	,	,	PUNCT
cblr-5118	55	14	but	but	CCONJ
cblr-5118	55	15	,	,	PUNCT
cblr-5118	55	16	once	once	ADV
cblr-5118	55	17	established	establish	VERB
cblr-5118	55	18	,	,	PUNCT
cblr-5118	55	19	are	be	AUX
cblr-5118	55	20	also	also	ADV
cblr-5118	55	21	otherwise	otherwise	ADV
cblr-5118	55	22	devoid	devoid	ADJ
cblr-5118	55	23	of	of	ADP
cblr-5118	55	24	any	any	DET
cblr-5118	55	25	ongoing	ongoing	ADJ
cblr-5118	55	26	human	human	ADJ
cblr-5118	55	27	involvement	involvement	NOUN
cblr-5118	55	28	.	.	PUNCT
cblr-5118	56	1	leaderless	leaderless	ADJ
cblr-5118	56	2	entities	entity	NOUN
cblr-5118	56	3	are	be	AUX
cblr-5118	56	4	organizations	organization	NOUN
cblr-5118	56	5	that	that	PRON
cblr-5118	56	6	function	function	VERB
cblr-5118	56	7	without	without	ADP
cblr-5118	56	8	a	a	DET
cblr-5118	56	9	centralized	centralized	ADJ
cblr-5118	56	10	management	management	NOUN
cblr-5118	56	11	.	.	PUNCT
cblr-5118	57	1	the	the	DET
cblr-5118	57	2	article	article	NOUN
cblr-5118	57	3	will	will	AUX
cblr-5118	57	4	go	go	VERB
cblr-5118	57	5	on	on	ADP
cblr-5118	57	6	to	to	PART
cblr-5118	57	7	argue	argue	VERB
cblr-5118	57	8	that	that	SCONJ
cblr-5118	57	9	this	this	DET
cblr-5118	57	10	form	form	NOUN
cblr-5118	57	11	is	be	AUX
cblr-5118	57	12	https://www.ias.ac.in/article/fulltext/reso/019/03/0198-0207	https://www.ias.ac.in/article/fulltext/reso/019/03/0198-0207	NOUN
cblr-5118	57	13	[	[	X
cblr-5118	57	14	https://perma.cc/5w3v-mclb	https://perma.cc/5w3v-mclb	X
cblr-5118	57	15	]	]	PUNCT
cblr-5118	57	16	.	.	PUNCT
cblr-5118	58	1	12	12	NUM
cblr-5118	58	2	john	john	PROPN
cblr-5118	58	3	mccarthy	mccarthy	PROPN
cblr-5118	58	4	,	,	PUNCT
cblr-5118	58	5	what	what	PRON
cblr-5118	58	6	is	be	AUX
cblr-5118	58	7	ai?/basic	ai?/basic	ADJ
cblr-5118	58	8	questions	question	NOUN
cblr-5118	58	9	,	,	PUNCT
cblr-5118	58	10	http://jmc.stanford.edu/artificial-intelligence/	http://jmc.stanford.edu/artificial-intelligence/	PUNCT
cblr-5118	58	11	what	what	PRON
cblr-5118	58	12	-	-	PUNCT
cblr-5118	58	13	is	be	AUX
cblr-5118	58	14	-	-	PUNCT
cblr-5118	58	15	ai	ai	NOUN
cblr-5118	58	16	/	/	SYM
cblr-5118	58	17	index.html	index.html	NOUN
cblr-5118	59	1	[	[	X
cblr-5118	59	2	https://perma.cc/4muh-4xwf	https://perma.cc/4muh-4xwf	ADJ
cblr-5118	59	3	]	]	X
cblr-5118	59	4	.	.	PUNCT
cblr-5118	60	1	13	13	NUM
cblr-5118	60	2	for	for	ADP
cblr-5118	60	3	example	example	NOUN
cblr-5118	60	4	,	,	PUNCT
cblr-5118	60	5	a	a	DET
cblr-5118	60	6	dictionary	dictionary	NOUN
cblr-5118	60	7	provides	provide	VERB
cblr-5118	60	8	ai	ai	INTJ
cblr-5118	60	9	as	as	ADP
cblr-5118	60	10	“	"	PUNCT
cblr-5118	60	11	the	the	DET
cblr-5118	60	12	capability	capability	NOUN
cblr-5118	60	13	of	of	ADP
cblr-5118	60	14	a	a	DET
cblr-5118	60	15	machine	machine	NOUN
cblr-5118	60	16	to	to	PART
cblr-5118	60	17	imitate	imitate	VERB
cblr-5118	60	18	intelligent	intelligent	ADJ
cblr-5118	60	19	human	human	ADJ
cblr-5118	60	20	behavior	behavior	NOUN
cblr-5118	60	21	.	.	PUNCT
cblr-5118	60	22	”	"	PUNCT
cblr-5118	61	1	artificial	artificial	ADJ
cblr-5118	61	2	intelligence	intelligence	NOUN
cblr-5118	61	3	,	,	PUNCT
cblr-5118	61	4	merriamwebster	merriamwebster	NOUN
cblr-5118	61	5	online	online	ADJ
cblr-5118	61	6	dictionary	dictionary	PROPN
cblr-5118	61	7	(	(	PUNCT
cblr-5118	61	8	2018	2018	NUM
cblr-5118	61	9	)	)	PUNCT
cblr-5118	61	10	,	,	PUNCT
cblr-5118	61	11	https://www.merriamwebster.com/dictionary/artificial%20intelligence	https://www.merriamwebster.com/dictionary/artificial%20intelligence	NOUN
cblr-5118	61	12	[	[	X
cblr-5118	61	13	https://perma.cc/k2yvamnd	https://perma.cc/k2yvamnd	PROPN
cblr-5118	61	14	]	]	PUNCT
cblr-5118	61	15	.	.	PUNCT
cblr-5118	62	1	14	14	NUM
cblr-5118	62	2	mccarthy	mccarthy	PROPN
cblr-5118	62	3	,	,	PUNCT
cblr-5118	62	4	supra	supra	ADJ
cblr-5118	62	5	note	note	NOUN
cblr-5118	62	6	12	12	NUM
cblr-5118	62	7	.	.	PUNCT
cblr-5118	63	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	63	2	(	(	PUNCT
cblr-5118	63	3	do	do	AUX
cblr-5118	63	4	not	not	PART
cblr-5118	63	5	delte	delte	VERB
cblr-5118	63	6	)	)	PUNCT
cblr-5118	63	7	1/8/2020	1/8/2020	NUM
cblr-5118	63	8	4:46	4:46	NUM
cblr-5118	63	9	pm	pm	NOUN
cblr-5118	63	10	970	970	NUM
cblr-5118	63	11	columbia	columbia	PROPN
cblr-5118	63	12	business	business	NOUN
cblr-5118	63	13	law	law	PROPN
cblr-5118	63	14	review	review	NOUN
cblr-5118	64	1	[	[	X
cblr-5118	64	2	vol	vol	NOUN
cblr-5118	64	3	.	.	PUNCT
cblr-5118	64	4	2019	2019	NUM
cblr-5118	64	5	unlikely	unlikely	ADJ
cblr-5118	64	6	to	to	PART
cblr-5118	64	7	become	become	VERB
cblr-5118	64	8	a	a	DET
cblr-5118	64	9	dominant	dominant	ADJ
cblr-5118	64	10	leadership	leadership	NOUN
cblr-5118	64	11	model	model	NOUN
cblr-5118	64	12	in	in	ADP
cblr-5118	64	13	the	the	DET
cblr-5118	64	14	future	future	NOUN
cblr-5118	64	15	given	give	VERB
cblr-5118	64	16	the	the	DET
cblr-5118	64	17	persistent	persistent	ADJ
cblr-5118	64	18	need	need	NOUN
cblr-5118	64	19	for	for	ADP
cblr-5118	64	20	centralized	centralized	ADJ
cblr-5118	64	21	management	management	NOUN
cblr-5118	64	22	.	.	PUNCT
cblr-5118	65	1	on	on	ADP
cblr-5118	65	2	leadership	leadership	NOUN
cblr-5118	65	3	and	and	CCONJ
cblr-5118	65	4	management	management	NOUN
cblr-5118	65	5	,	,	PUNCT
cblr-5118	65	6	the	the	DET
cblr-5118	65	7	article	article	NOUN
cblr-5118	65	8	suggests	suggest	VERB
cblr-5118	65	9	that	that	SCONJ
cblr-5118	65	10	ai	ai	VERB
cblr-5118	65	11	will	will	AUX
cblr-5118	65	12	usher	usher	PROPN
cblr-5118	65	13	in	in	ADP
cblr-5118	65	14	the	the	DET
cblr-5118	65	15	end	end	NOUN
cblr-5118	65	16	of	of	ADP
cblr-5118	65	17	the	the	DET
cblr-5118	65	18	corporate	corporate	ADJ
cblr-5118	65	19	board	board	NOUN
cblr-5118	65	20	.	.	PUNCT
cblr-5118	66	1	it	it	PRON
cblr-5118	66	2	posits	posit	VERB
cblr-5118	66	3	that	that	PRON
cblr-5118	66	4	ai	ai	VERB
cblr-5118	66	5	will	will	AUX
cblr-5118	66	6	gradually	gradually	ADV
cblr-5118	66	7	replace	replace	VERB
cblr-5118	66	8	human	human	ADJ
cblr-5118	66	9	directors	director	NOUN
cblr-5118	66	10	on	on	ADP
cblr-5118	66	11	boards	board	NOUN
cblr-5118	66	12	,	,	PUNCT
cblr-5118	66	13	leading	lead	VERB
cblr-5118	66	14	to	to	ADP
cblr-5118	66	15	“	"	PUNCT
cblr-5118	66	16	fused	fused	ADJ
cblr-5118	66	17	boards	board	NOUN
cblr-5118	66	18	”	"	PUNCT
cblr-5118	66	19	where	where	SCONJ
cblr-5118	66	20	the	the	DET
cblr-5118	66	21	various	various	ADJ
cblr-5118	66	22	roles	role	NOUN
cblr-5118	66	23	and	and	CCONJ
cblr-5118	66	24	inputs	input	NOUN
cblr-5118	66	25	previously	previously	ADV
cblr-5118	66	26	provided	provide	VERB
cblr-5118	66	27	by	by	ADP
cblr-5118	66	28	a	a	DET
cblr-5118	66	29	collective	collective	NOUN
cblr-5118	66	30	of	of	ADP
cblr-5118	66	31	human	human	ADJ
cblr-5118	66	32	directors	director	NOUN
cblr-5118	66	33	are	be	AUX
cblr-5118	66	34	incorporated	incorporate	VERB
cblr-5118	66	35	into	into	ADP
cblr-5118	66	36	a	a	DET
cblr-5118	66	37	single	single	ADJ
cblr-5118	66	38	software	software	NOUN
cblr-5118	66	39	program	program	NOUN
cblr-5118	66	40	or	or	CCONJ
cblr-5118	66	41	algorithm	algorithm	NOUN
cblr-5118	66	42	,	,	PUNCT
cblr-5118	66	43	whose	whose	DET
cblr-5118	66	44	performance	performance	NOUN
cblr-5118	66	45	will	will	AUX
cblr-5118	66	46	be	be	AUX
cblr-5118	66	47	superior	superior	ADJ
cblr-5118	66	48	to	to	ADP
cblr-5118	66	49	today	today	NOUN
cblr-5118	66	50	’s	’s	PART
cblr-5118	66	51	human	human	NOUN
cblr-5118	66	52	-	-	PUNCT
cblr-5118	66	53	led	lead	VERB
cblr-5118	66	54	governance	governance	NOUN
cblr-5118	66	55	.	.	PUNCT
cblr-5118	67	1	ai	ai	VERB
cblr-5118	67	2	will	will	AUX
cblr-5118	67	3	also	also	ADV
cblr-5118	67	4	replace	replace	VERB
cblr-5118	67	5	human	human	ADJ
cblr-5118	67	6	officers	officer	NOUN
cblr-5118	67	7	and	and	CCONJ
cblr-5118	67	8	managers	manager	NOUN
cblr-5118	67	9	below	below	ADP
cblr-5118	67	10	the	the	DET
cblr-5118	67	11	board	board	NOUN
cblr-5118	67	12	level	level	NOUN
cblr-5118	67	13	.	.	PUNCT
cblr-5118	68	1	for	for	ADP
cblr-5118	68	2	reasons	reason	NOUN
cblr-5118	68	3	more	more	ADV
cblr-5118	68	4	fully	fully	ADV
cblr-5118	68	5	explained	explain	VERB
cblr-5118	68	6	below	below	ADV
cblr-5118	68	7	,	,	PUNCT
cblr-5118	68	8	these	these	DET
cblr-5118	68	9	developments	development	NOUN
cblr-5118	68	10	will	will	AUX
cblr-5118	68	11	eventually	eventually	ADV
cblr-5118	68	12	make	make	VERB
cblr-5118	68	13	the	the	DET
cblr-5118	68	14	separation	separation	NOUN
cblr-5118	68	15	between	between	ADP
cblr-5118	68	16	boards	board	NOUN
cblr-5118	68	17	of	of	ADP
cblr-5118	68	18	directors	director	NOUN
cblr-5118	68	19	and	and	CCONJ
cblr-5118	68	20	management	management	NOUN
cblr-5118	68	21	obsolete	obsolete	ADJ
cblr-5118	68	22	and	and	CCONJ
cblr-5118	68	23	lead	lead	VERB
cblr-5118	68	24	to	to	ADP
cblr-5118	68	25	the	the	DET
cblr-5118	68	26	“	"	PUNCT
cblr-5118	68	27	fused	fused	ADJ
cblr-5118	68	28	management	management	NOUN
cblr-5118	68	29	”	"	PUNCT
cblr-5118	68	30	of	of	ADP
cblr-5118	68	31	corporations	corporation	NOUN
cblr-5118	68	32	,	,	PUNCT
cblr-5118	68	33	with	with	ADP
cblr-5118	68	34	companies	company	NOUN
cblr-5118	68	35	being	be	AUX
cblr-5118	68	36	managed	manage	VERB
cblr-5118	68	37	comprehensively	comprehensively	ADV
cblr-5118	68	38	by	by	ADP
cblr-5118	68	39	a	a	DET
cblr-5118	68	40	single	single	ADJ
cblr-5118	68	41	ai	ai	PROPN
cblr-5118	68	42	unit	unit	NOUN
cblr-5118	68	43	.	.	PUNCT
cblr-5118	69	1	the	the	DET
cblr-5118	69	2	article	article	NOUN
cblr-5118	69	3	also	also	ADV
cblr-5118	69	4	predicts	predict	VERB
cblr-5118	69	5	that	that	SCONJ
cblr-5118	69	6	in	in	ADP
cblr-5118	69	7	the	the	DET
cblr-5118	69	8	future	future	NOUN
cblr-5118	69	9	,	,	PUNCT
cblr-5118	69	10	large	large	ADJ
cblr-5118	69	11	commercial	commercial	ADJ
cblr-5118	69	12	ai	ai	PROPN
cblr-5118	69	13	management	management	NOUN
cblr-5118	69	14	software	software	NOUN
cblr-5118	69	15	providers	provider	NOUN
cblr-5118	69	16	will	will	AUX
cblr-5118	69	17	offer	offer	VERB
cblr-5118	69	18	these	these	DET
cblr-5118	69	19	services	service	NOUN
cblr-5118	69	20	to	to	ADP
cblr-5118	69	21	companies	company	NOUN
cblr-5118	69	22	for	for	ADP
cblr-5118	69	23	sale	sale	NOUN
cblr-5118	69	24	or	or	CCONJ
cblr-5118	69	25	hire.15	hire.15	VERB
cblr-5118	69	26	another	another	DET
cblr-5118	69	27	area	area	NOUN
cblr-5118	69	28	that	that	PRON
cblr-5118	69	29	is	be	AUX
cblr-5118	69	30	set	set	VERB
cblr-5118	69	31	to	to	PART
cblr-5118	69	32	experience	experience	VERB
cblr-5118	69	33	changes	change	NOUN
cblr-5118	69	34	in	in	ADP
cblr-5118	69	35	an	an	DET
cblr-5118	69	36	aidominated	aidominated	ADJ
cblr-5118	69	37	future	future	NOUN
cblr-5118	69	38	is	be	AUX
cblr-5118	69	39	the	the	DET
cblr-5118	69	40	corporate	corporate	ADJ
cblr-5118	69	41	purpose	purpose	NOUN
cblr-5118	69	42	.	.	PUNCT
cblr-5118	70	1	that	that	PRON
cblr-5118	70	2	is	be	AUX
cblr-5118	70	3	,	,	PUNCT
cblr-5118	70	4	to	to	PART
cblr-5118	70	5	manage	manage	VERB
cblr-5118	70	6	businesses	business	NOUN
cblr-5118	70	7	,	,	PUNCT
cblr-5118	70	8	ai	ai	VERB
cblr-5118	70	9	will	will	AUX
cblr-5118	70	10	require	require	VERB
cblr-5118	70	11	highly	highly	ADV
cblr-5118	70	12	specific	specific	ADJ
cblr-5118	70	13	target	target	NOUN
cblr-5118	70	14	outcomes	outcome	NOUN
cblr-5118	70	15	,	,	PUNCT
cblr-5118	70	16	which	which	PRON
cblr-5118	70	17	will	will	AUX
cblr-5118	70	18	lead	lead	VERB
cblr-5118	70	19	to	to	ADP
cblr-5118	70	20	more	more	ADV
cblr-5118	70	21	clearly	clearly	ADV
cblr-5118	70	22	defined	define	VERB
cblr-5118	70	23	corporate	corporate	ADJ
cblr-5118	70	24	aims	aim	NOUN
cblr-5118	70	25	and	and	CCONJ
cblr-5118	70	26	strict	strict	ADJ
cblr-5118	70	27	implementations	implementation	NOUN
cblr-5118	70	28	of	of	ADP
cblr-5118	70	29	corporate	corporate	ADJ
cblr-5118	70	30	mission	mission	NOUN
cblr-5118	70	31	statements	statement	NOUN
cblr-5118	70	32	.	.	PUNCT
cblr-5118	71	1	although	although	SCONJ
cblr-5118	71	2	ai	ai	ADP
cblr-5118	71	3	managed	manage	VERB
cblr-5118	71	4	entities	entity	NOUN
cblr-5118	71	5	,	,	PUNCT
cblr-5118	71	6	especially	especially	ADV
cblr-5118	71	7	in	in	ADP
cblr-5118	71	8	the	the	DET
cblr-5118	71	9	absence	absence	NOUN
cblr-5118	71	10	of	of	ADP
cblr-5118	71	11	human	human	ADJ
cblr-5118	71	12	controllers	controller	NOUN
cblr-5118	71	13	,	,	PUNCT
cblr-5118	71	14	may	may	AUX
cblr-5118	71	15	provide	provide	VERB
cblr-5118	71	16	a	a	DET
cblr-5118	71	17	cover	cover	NOUN
cblr-5118	71	18	for	for	ADP
cblr-5118	71	19	illicit	illicit	ADJ
cblr-5118	71	20	activities	activity	NOUN
cblr-5118	71	21	,	,	PUNCT
cblr-5118	71	22	the	the	DET
cblr-5118	71	23	rise	rise	NOUN
cblr-5118	71	24	of	of	ADP
cblr-5118	71	25	ai	ai	VERB
cblr-5118	71	26	also	also	ADV
cblr-5118	71	27	offers	offer	VERB
cblr-5118	71	28	the	the	DET
cblr-5118	71	29	potential	potential	NOUN
cblr-5118	71	30	for	for	ADP
cblr-5118	71	31	meaningful	meaningful	ADJ
cblr-5118	71	32	positive	positive	ADJ
cblr-5118	71	33	changes	change	NOUN
cblr-5118	71	34	in	in	ADP
cblr-5118	71	35	terms	term	NOUN
cblr-5118	71	36	of	of	ADP
cblr-5118	71	37	defining	define	VERB
cblr-5118	71	38	the	the	DET
cblr-5118	71	39	corporate	corporate	ADJ
cblr-5118	71	40	objective	objective	NOUN
cblr-5118	71	41	.	.	PUNCT
cblr-5118	72	1	additionally	additionally	ADV
cblr-5118	72	2	,	,	PUNCT
cblr-5118	72	3	because	because	SCONJ
cblr-5118	72	4	ai	ai	INTJ
cblr-5118	72	5	can	can	AUX
cblr-5118	72	6	efficiently	efficiently	ADV
cblr-5118	72	7	handle	handle	VERB
cblr-5118	72	8	high	high	ADJ
cblr-5118	72	9	degrees	degree	NOUN
cblr-5118	72	10	of	of	ADP
cblr-5118	72	11	complexity	complexity	NOUN
cblr-5118	72	12	,	,	PUNCT
cblr-5118	72	13	ai	ai	ADJ
cblr-5118	72	14	-	-	PUNCT
cblr-5118	72	15	managed	manage	VERB
cblr-5118	72	16	businesses	business	NOUN
cblr-5118	72	17	will	will	AUX
cblr-5118	72	18	be	be	AUX
cblr-5118	72	19	in	in	ADP
cblr-5118	72	20	a	a	DET
cblr-5118	72	21	better	well	ADJ
cblr-5118	72	22	position	position	NOUN
cblr-5118	72	23	to	to	PART
cblr-5118	72	24	pursue	pursue	VERB
cblr-5118	72	25	multiple	multiple	ADJ
cblr-5118	72	26	objectives	objective	NOUN
cblr-5118	72	27	simultaneously	simultaneously	ADV
cblr-5118	72	28	—	—	PUNCT
cblr-5118	72	29	specifically	specifically	ADV
cblr-5118	72	30	,	,	PUNCT
cblr-5118	72	31	the	the	DET
cblr-5118	72	32	interests	interest	NOUN
cblr-5118	72	33	of	of	ADP
cblr-5118	72	34	multiple	multiple	ADJ
cblr-5118	72	35	stakeholders	stakeholder	NOUN
cblr-5118	72	36	—	—	PUNCT
cblr-5118	72	37	and	and	CCONJ
cblr-5118	72	38	optimize	optimize	VERB
cblr-5118	72	39	the	the	DET
cblr-5118	72	40	outcomes	outcome	NOUN
cblr-5118	72	41	of	of	ADP
cblr-5118	72	42	several	several	ADJ
cblr-5118	72	43	objectives	objective	NOUN
cblr-5118	72	44	at	at	ADP
cblr-5118	72	45	once	once	ADV
cblr-5118	72	46	within	within	ADP
cblr-5118	72	47	given	give	VERB
cblr-5118	72	48	constraints	constraint	NOUN
cblr-5118	72	49	.	.	PUNCT
cblr-5118	73	1	shareholder	shareholder	NOUN
cblr-5118	73	2	wealth	wealth	NOUN
cblr-5118	73	3	maximization	maximization	NOUN
cblr-5118	73	4	as	as	ADP
cblr-5118	73	5	a	a	DET
cblr-5118	73	6	singular	singular	ADJ
cblr-5118	73	7	corporate	corporate	ADJ
cblr-5118	73	8	goal	goal	NOUN
cblr-5118	73	9	may	may	AUX
cblr-5118	73	10	thus	thus	ADV
cblr-5118	73	11	become	become	VERB
cblr-5118	73	12	largely	largely	ADV
cblr-5118	73	13	a	a	DET
cblr-5118	73	14	concept	concept	NOUN
cblr-5118	73	15	of	of	ADP
cblr-5118	73	16	15	15	NUM
cblr-5118	73	17	while	while	SCONJ
cblr-5118	73	18	the	the	DET
cblr-5118	73	19	following	following	NOUN
cblr-5118	73	20	will	will	AUX
cblr-5118	73	21	not	not	PART
cblr-5118	73	22	attempt	attempt	VERB
cblr-5118	73	23	to	to	PART
cblr-5118	73	24	describe	describe	VERB
cblr-5118	73	25	what	what	PRON
cblr-5118	73	26	ai	ai	VERB
cblr-5118	73	27	corporate	corporate	ADJ
cblr-5118	73	28	leadership	leadership	NOUN
cblr-5118	73	29	will	will	AUX
cblr-5118	73	30	specifically	specifically	ADV
cblr-5118	73	31	look	look	VERB
cblr-5118	73	32	like	like	ADP
cblr-5118	73	33	in	in	ADP
cblr-5118	73	34	terms	term	NOUN
cblr-5118	73	35	of	of	ADP
cblr-5118	73	36	its	its	PRON
cblr-5118	73	37	physical	physical	ADJ
cblr-5118	73	38	appearance	appearance	NOUN
cblr-5118	73	39	,	,	PUNCT
cblr-5118	73	40	it	it	PRON
cblr-5118	73	41	suffices	suffice	VERB
cblr-5118	73	42	here	here	ADV
cblr-5118	73	43	to	to	PART
cblr-5118	73	44	suggest	suggest	VERB
cblr-5118	73	45	that	that	SCONJ
cblr-5118	73	46	this	this	PRON
cblr-5118	73	47	could	could	AUX
cblr-5118	73	48	range	range	VERB
cblr-5118	73	49	from	from	ADP
cblr-5118	73	50	purely	purely	ADV
cblr-5118	73	51	software	software	NOUN
cblr-5118	73	52	-	-	PUNCT
cblr-5118	73	53	based	base	VERB
cblr-5118	73	54	applications	application	NOUN
cblr-5118	73	55	,	,	PUNCT
cblr-5118	73	56	combinations	combination	NOUN
cblr-5118	73	57	of	of	ADP
cblr-5118	73	58	software	software	NOUN
cblr-5118	73	59	with	with	ADP
cblr-5118	73	60	laptop	laptop	NOUN
cblr-5118	73	61	or	or	CCONJ
cblr-5118	73	62	tablet	tablet	NOUN
cblr-5118	73	63	like	like	ADP
cblr-5118	73	64	hardware	hardware	NOUN
cblr-5118	73	65	,	,	PUNCT
cblr-5118	73	66	to	to	ADP
cblr-5118	73	67	human	human	NOUN
cblr-5118	73	68	-	-	PUNCT
cblr-5118	73	69	resembling	resemble	VERB
cblr-5118	73	70	robots	robot	NOUN
cblr-5118	73	71	that	that	PRON
cblr-5118	73	72	can	can	AUX
cblr-5118	73	73	listen	listen	VERB
cblr-5118	73	74	and	and	CCONJ
cblr-5118	73	75	speak	speak	VERB
cblr-5118	73	76	.	.	PUNCT
cblr-5118	74	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	74	2	(	(	PUNCT
cblr-5118	74	3	do	do	AUX
cblr-5118	74	4	not	not	PART
cblr-5118	74	5	delete	delete	VERB
cblr-5118	74	6	)	)	PUNCT
cblr-5118	74	7	1/8/2020	1/8/2020	NUM
cblr-5118	74	8	4:46	4:46	NUM
cblr-5118	74	9	pm	pm	NOUN
cblr-5118	74	10	no	no	INTJ
cblr-5118	74	11	.	.	PUNCT
cblr-5118	75	1	3:965	3:965	NUM
cblr-5118	75	2	]	]	X
cblr-5118	75	3	corporate	corporate	ADJ
cblr-5118	75	4	management	management	NOUN
cblr-5118	75	5	in	in	ADP
cblr-5118	75	6	the	the	DET
cblr-5118	75	7	age	age	NOUN
cblr-5118	75	8	of	of	ADP
cblr-5118	75	9	ai	ai	PROPN
cblr-5118	75	10	971	971	NUM
cblr-5118	75	11	the	the	DET
cblr-5118	75	12	past	past	NOUN
cblr-5118	75	13	.	.	PUNCT
cblr-5118	76	1	at	at	ADP
cblr-5118	76	2	the	the	DET
cblr-5118	76	3	very	very	ADV
cblr-5118	76	4	least	least	ADJ
cblr-5118	76	5	,	,	PUNCT
cblr-5118	76	6	basic	basic	ADJ
cblr-5118	76	7	corporate	corporate	ADJ
cblr-5118	76	8	responsibility	responsibility	NOUN
cblr-5118	76	9	should	should	AUX
cblr-5118	76	10	be	be	AUX
cblr-5118	76	11	expected	expect	VERB
cblr-5118	76	12	to	to	PART
cblr-5118	76	13	improve	improve	VERB
cblr-5118	76	14	as	as	SCONJ
cblr-5118	76	15	ai	ai	PROPN
cblr-5118	76	16	management	management	NOUN
cblr-5118	76	17	software	software	NOUN
cblr-5118	76	18	is	be	AUX
cblr-5118	76	19	programmed	program	VERB
cblr-5118	76	20	to	to	PART
cblr-5118	76	21	be	be	AUX
cblr-5118	76	22	aware	aware	ADJ
cblr-5118	76	23	of	of	ADP
cblr-5118	76	24	and	and	CCONJ
cblr-5118	76	25	strictly	strictly	ADV
cblr-5118	76	26	adhere	adhere	VERB
cblr-5118	76	27	to	to	ADP
cblr-5118	76	28	all	all	DET
cblr-5118	76	29	applicable	applicable	ADJ
cblr-5118	76	30	laws	law	NOUN
cblr-5118	76	31	.	.	PUNCT
cblr-5118	77	1	in	in	ADP
cblr-5118	77	2	this	this	DET
cblr-5118	77	3	new	new	ADJ
cblr-5118	77	4	world	world	NOUN
cblr-5118	77	5	,	,	PUNCT
cblr-5118	77	6	directors	director	NOUN
cblr-5118	77	7	’	'	PUNCT
cblr-5118	77	8	and	and	CCONJ
cblr-5118	77	9	officers	officer	NOUN
cblr-5118	77	10	’	’	PART
cblr-5118	77	11	personal	personal	ADJ
cblr-5118	77	12	liability	liability	NOUN
cblr-5118	77	13	will	will	AUX
cblr-5118	77	14	change	change	VERB
cblr-5118	77	15	as	as	ADV
cblr-5118	77	16	well	well	ADV
cblr-5118	77	17	.	.	PUNCT
cblr-5118	78	1	in	in	ADP
cblr-5118	78	2	an	an	DET
cblr-5118	78	3	initial	initial	ADJ
cblr-5118	78	4	phase	phase	NOUN
cblr-5118	78	5	,	,	PUNCT
cblr-5118	78	6	when	when	SCONJ
cblr-5118	78	7	humans	human	NOUN
cblr-5118	78	8	and	and	CCONJ
cblr-5118	78	9	ai	ai	AUX
cblr-5118	78	10	still	still	ADV
cblr-5118	78	11	work	work	VERB
cblr-5118	78	12	together	together	ADV
cblr-5118	78	13	on	on	ADP
cblr-5118	78	14	boards	board	NOUN
cblr-5118	78	15	and	and	CCONJ
cblr-5118	78	16	in	in	ADP
cblr-5118	78	17	management	management	NOUN
cblr-5118	78	18	,	,	PUNCT
cblr-5118	78	19	a	a	DET
cblr-5118	78	20	number	number	NOUN
cblr-5118	78	21	of	of	ADP
cblr-5118	78	22	challenging	challenge	VERB
cblr-5118	78	23	legal	legal	ADJ
cblr-5118	78	24	questions	question	NOUN
cblr-5118	78	25	concerning	concern	VERB
cblr-5118	78	26	personal	personal	ADJ
cblr-5118	78	27	liability	liability	NOUN
cblr-5118	78	28	will	will	AUX
cblr-5118	78	29	arise	arise	VERB
cblr-5118	78	30	,	,	PUNCT
cblr-5118	78	31	including	include	VERB
cblr-5118	78	32	the	the	DET
cblr-5118	78	33	extent	extent	NOUN
cblr-5118	78	34	to	to	PART
cblr-5118	78	35	which	which	PRON
cblr-5118	78	36	human	human	ADJ
cblr-5118	78	37	managers	manager	NOUN
cblr-5118	78	38	can	can	AUX
cblr-5118	78	39	and	and	CCONJ
cblr-5118	78	40	should	should	AUX
cblr-5118	78	41	monitor	monitor	VERB
cblr-5118	78	42	ai	ai	VERB
cblr-5118	78	43	,	,	PUNCT
cblr-5118	78	44	and	and	CCONJ
cblr-5118	78	45	to	to	ADP
cblr-5118	78	46	what	what	DET
cblr-5118	78	47	extent	extent	NOUN
cblr-5118	78	48	they	they	PRON
cblr-5118	78	49	may	may	AUX
cblr-5118	78	50	delegate	delegate	VERB
cblr-5118	78	51	tasks	task	NOUN
cblr-5118	78	52	to	to	ADP
cblr-5118	78	53	machines	machine	NOUN
cblr-5118	78	54	without	without	ADP
cblr-5118	78	55	exposing	expose	VERB
cblr-5118	78	56	themselves	themselves	PRON
cblr-5118	78	57	to	to	ADP
cblr-5118	78	58	personal	personal	ADJ
cblr-5118	78	59	liability	liability	NOUN
cblr-5118	78	60	.	.	PUNCT
cblr-5118	79	1	in	in	ADP
cblr-5118	79	2	a	a	DET
cblr-5118	79	3	later	later	ADJ
cblr-5118	79	4	phase	phase	NOUN
cblr-5118	79	5	,	,	PUNCT
cblr-5118	79	6	when	when	SCONJ
cblr-5118	79	7	ai	ai	AUX
cblr-5118	79	8	dominate	dominate	VERB
cblr-5118	79	9	the	the	DET
cblr-5118	79	10	management	management	NOUN
cblr-5118	79	11	and	and	CCONJ
cblr-5118	79	12	governance	governance	NOUN
cblr-5118	79	13	of	of	ADP
cblr-5118	79	14	corporations	corporation	NOUN
cblr-5118	79	15	,	,	PUNCT
cblr-5118	79	16	today	today	NOUN
cblr-5118	79	17	’s	’s	PART
cblr-5118	79	18	framework	framework	NOUN
cblr-5118	79	19	will	will	AUX
cblr-5118	79	20	either	either	CCONJ
cblr-5118	79	21	vanish	vanish	VERB
cblr-5118	79	22	completely	completely	ADV
cblr-5118	79	23	,	,	PUNCT
cblr-5118	79	24	evolve	evolve	VERB
cblr-5118	79	25	into	into	ADP
cblr-5118	79	26	a	a	DET
cblr-5118	79	27	system	system	NOUN
cblr-5118	79	28	in	in	ADP
cblr-5118	79	29	which	which	PRON
cblr-5118	79	30	the	the	DET
cblr-5118	79	31	artificial	artificial	ADJ
cblr-5118	79	32	ai	ai	PROPN
cblr-5118	79	33	entities	entity	NOUN
cblr-5118	79	34	/	/	SYM
cblr-5118	79	35	managers	manager	NOUN
cblr-5118	79	36	themselves	themselves	PRON
cblr-5118	79	37	can	can	AUX
cblr-5118	79	38	be	be	AUX
cblr-5118	79	39	sued	sue	VERB
cblr-5118	79	40	,	,	PUNCT
cblr-5118	79	41	or	or	CCONJ
cblr-5118	79	42	be	be	AUX
cblr-5118	79	43	replaced	replace	VERB
cblr-5118	79	44	with	with	ADP
cblr-5118	79	45	a	a	DET
cblr-5118	79	46	system	system	NOUN
cblr-5118	79	47	akin	akin	ADJ
cblr-5118	79	48	to	to	ADP
cblr-5118	79	49	today	today	NOUN
cblr-5118	79	50	’s	’s	PART
cblr-5118	79	51	products	product	NOUN
cblr-5118	79	52	liability	liability	NOUN
cblr-5118	79	53	paradigm	paradigm	NOUN
cblr-5118	79	54	.	.	PUNCT
cblr-5118	80	1	under	under	ADP
cblr-5118	80	2	the	the	DET
cblr-5118	80	3	latter	latter	ADJ
cblr-5118	80	4	system	system	NOUN
cblr-5118	80	5	,	,	PUNCT
cblr-5118	80	6	which	which	PRON
cblr-5118	80	7	is	be	AUX
cblr-5118	80	8	arguably	arguably	ADV
cblr-5118	80	9	the	the	DET
cblr-5118	80	10	most	most	ADV
cblr-5118	80	11	likely	likely	ADJ
cblr-5118	80	12	option	option	NOUN
cblr-5118	80	13	,	,	PUNCT
cblr-5118	80	14	corporations	corporation	NOUN
cblr-5118	80	15	and	and	CCONJ
cblr-5118	80	16	shareholders	shareholder	NOUN
cblr-5118	80	17	,	,	PUNCT
cblr-5118	80	18	instead	instead	ADV
cblr-5118	80	19	of	of	ADP
cblr-5118	80	20	using	use	VERB
cblr-5118	80	21	the	the	DET
cblr-5118	80	22	modern	modern	ADJ
cblr-5118	80	23	derivative	derivative	ADJ
cblr-5118	80	24	action	action	NOUN
cblr-5118	80	25	framework	framework	NOUN
cblr-5118	80	26	,	,	PUNCT
cblr-5118	80	27	would	would	AUX
cblr-5118	80	28	be	be	AUX
cblr-5118	80	29	able	able	ADJ
cblr-5118	80	30	to	to	PART
cblr-5118	80	31	bring	bring	VERB
cblr-5118	80	32	actions	action	NOUN
cblr-5118	80	33	against	against	ADP
cblr-5118	80	34	the	the	DET
cblr-5118	80	35	developers	developer	NOUN
cblr-5118	80	36	and	and	CCONJ
cblr-5118	80	37	providers	provider	NOUN
cblr-5118	80	38	of	of	ADP
cblr-5118	80	39	ai	ai	PROPN
cblr-5118	80	40	management	management	NOUN
cblr-5118	80	41	software	software	NOUN
cblr-5118	80	42	based	base	VERB
cblr-5118	80	43	on	on	ADP
cblr-5118	80	44	faults	fault	NOUN
cblr-5118	80	45	in	in	ADP
cblr-5118	80	46	design	design	NOUN
cblr-5118	80	47	and	and	CCONJ
cblr-5118	80	48	similar	similar	ADJ
cblr-5118	80	49	claims	claim	NOUN
cblr-5118	80	50	.	.	PUNCT
cblr-5118	81	1	additionally	additionally	ADV
cblr-5118	81	2	,	,	PUNCT
cblr-5118	81	3	or	or	CCONJ
cblr-5118	81	4	as	as	ADP
cblr-5118	81	5	an	an	DET
cblr-5118	81	6	alternative	alternative	NOUN
cblr-5118	81	7	to	to	PART
cblr-5118	81	8	fault	fault	VERB
cblr-5118	81	9	liability	liability	NOUN
cblr-5118	81	10	,	,	PUNCT
cblr-5118	81	11	this	this	DET
cblr-5118	81	12	system	system	NOUN
cblr-5118	81	13	could	could	AUX
cblr-5118	81	14	also	also	ADV
cblr-5118	81	15	allow	allow	VERB
cblr-5118	81	16	for	for	ADP
cblr-5118	81	17	strict	strict	ADJ
cblr-5118	81	18	liability	liability	NOUN
cblr-5118	81	19	against	against	ADP
cblr-5118	81	20	software	software	NOUN
cblr-5118	81	21	developers	developer	NOUN
cblr-5118	81	22	and	and	CCONJ
cblr-5118	81	23	providers	provider	NOUN
cblr-5118	81	24	.	.	PUNCT
cblr-5118	82	1	ii	ii	PROPN
cblr-5118	82	2	.	.	PUNCT
cblr-5118	82	3	can	can	AUX
cblr-5118	82	4	ai	ai	AUX
cblr-5118	82	5	take	take	VERB
cblr-5118	82	6	over	over	ADP
cblr-5118	82	7	?	?	PUNCT
cblr-5118	83	1	this	this	DET
cblr-5118	83	2	part	part	NOUN
cblr-5118	83	3	will	will	AUX
cblr-5118	83	4	address	address	VERB
cblr-5118	83	5	the	the	DET
cblr-5118	83	6	fundamental	fundamental	ADJ
cblr-5118	83	7	question	question	NOUN
cblr-5118	83	8	of	of	ADP
cblr-5118	83	9	whether	whether	SCONJ
cblr-5118	83	10	and	and	CCONJ
cblr-5118	83	11	to	to	ADP
cblr-5118	83	12	what	what	DET
cblr-5118	83	13	extent	extent	NOUN
cblr-5118	83	14	ai	ai	VERB
cblr-5118	83	15	can	can	AUX
cblr-5118	83	16	assume	assume	VERB
cblr-5118	83	17	corporate	corporate	ADJ
cblr-5118	83	18	management	management	NOUN
cblr-5118	83	19	tasks	task	NOUN
cblr-5118	83	20	.	.	PUNCT
cblr-5118	84	1	it	it	PRON
cblr-5118	84	2	begins	begin	VERB
cblr-5118	84	3	with	with	ADP
cblr-5118	84	4	a	a	DET
cblr-5118	84	5	brief	brief	ADJ
cblr-5118	84	6	examination	examination	NOUN
cblr-5118	84	7	of	of	ADP
cblr-5118	84	8	the	the	DET
cblr-5118	84	9	tasks	task	NOUN
cblr-5118	84	10	that	that	PRON
cblr-5118	84	11	today	today	NOUN
cblr-5118	84	12	’s	’s	PART
cblr-5118	84	13	corporate	corporate	ADJ
cblr-5118	84	14	directors	director	NOUN
cblr-5118	84	15	,	,	PUNCT
cblr-5118	84	16	officers	officer	NOUN
cblr-5118	84	17	,	,	PUNCT
cblr-5118	84	18	and	and	CCONJ
cblr-5118	84	19	managers	manager	NOUN
cblr-5118	84	20	carry	carry	VERB
cblr-5118	84	21	out	out	ADP
cblr-5118	84	22	.	.	PUNCT
cblr-5118	85	1	these	these	DET
cblr-5118	85	2	tasks	task	NOUN
cblr-5118	85	3	can	can	AUX
cblr-5118	85	4	be	be	AUX
cblr-5118	85	5	roughly	roughly	ADV
cblr-5118	85	6	divided	divide	VERB
cblr-5118	85	7	into	into	ADP
cblr-5118	85	8	administrative	administrative	ADJ
cblr-5118	85	9	tasks	task	NOUN
cblr-5118	85	10	and	and	CCONJ
cblr-5118	85	11	non	non	ADJ
cblr-5118	85	12	-	-	ADJ
cblr-5118	85	13	administrative	administrative	ADJ
cblr-5118	85	14	tasks	task	NOUN
cblr-5118	85	15	(	(	PUNCT
cblr-5118	85	16	“	"	PUNCT
cblr-5118	85	17	judgment	judgment	NOUN
cblr-5118	85	18	work	work	NOUN
cblr-5118	85	19	”	"	PUNCT
cblr-5118	85	20	)	)	PUNCT
cblr-5118	85	21	.	.	PUNCT
cblr-5118	86	1	this	this	DET
cblr-5118	86	2	bifurcation	bifurcation	NOUN
cblr-5118	86	3	proves	prove	VERB
cblr-5118	86	4	useful	useful	ADJ
cblr-5118	86	5	in	in	ADP
cblr-5118	86	6	mapping	map	VERB
cblr-5118	86	7	managerial	managerial	ADJ
cblr-5118	86	8	tasks	task	NOUN
cblr-5118	86	9	onto	onto	ADP
cblr-5118	86	10	ai	ai	ADJ
cblr-5118	86	11	roles	role	NOUN
cblr-5118	86	12	and	and	CCONJ
cblr-5118	86	13	capabilities	capability	NOUN
cblr-5118	86	14	.	.	PUNCT
cblr-5118	87	1	ai	ai	VERB
cblr-5118	87	2	seems	seem	VERB
cblr-5118	87	3	poised	poise	VERB
cblr-5118	87	4	to	to	PART
cblr-5118	87	5	take	take	VERB
cblr-5118	87	6	over	over	ADP
cblr-5118	87	7	completely	completely	ADV
cblr-5118	87	8	in	in	ADP
cblr-5118	87	9	the	the	DET
cblr-5118	87	10	area	area	NOUN
cblr-5118	87	11	of	of	ADP
cblr-5118	87	12	administrative	administrative	ADJ
cblr-5118	87	13	managerial	managerial	ADJ
cblr-5118	87	14	tasks	task	NOUN
cblr-5118	87	15	,	,	PUNCT
cblr-5118	87	16	however	however	ADV
cblr-5118	87	17	,	,	PUNCT
cblr-5118	87	18	disagreement	disagreement	NOUN
cblr-5118	87	19	persists	persist	VERB
cblr-5118	87	20	over	over	ADP
cblr-5118	87	21	ai	ai	PROPN
cblr-5118	87	22	’s	’s	PART
cblr-5118	87	23	role	role	NOUN
cblr-5118	87	24	when	when	SCONJ
cblr-5118	87	25	it	it	PRON
cblr-5118	87	26	comes	come	VERB
cblr-5118	87	27	to	to	ADP
cblr-5118	87	28	non	non	ADJ
cblr-5118	87	29	-	-	ADJ
cblr-5118	87	30	administrative	administrative	ADJ
cblr-5118	87	31	judgment	judgment	NOUN
cblr-5118	87	32	work	work	NOUN
cblr-5118	87	33	,	,	PUNCT
cblr-5118	87	34	which	which	PRON
cblr-5118	87	35	includes	include	VERB
cblr-5118	87	36	corporate	corporate	ADJ
cblr-5118	87	37	leadership	leadership	NOUN
cblr-5118	87	38	tasks	task	NOUN
cblr-5118	87	39	relating	relate	VERB
cblr-5118	87	40	to	to	ADP
cblr-5118	87	41	strategy	strategy	NOUN
cblr-5118	87	42	,	,	PUNCT
cblr-5118	87	43	innovation	innovation	NOUN
cblr-5118	87	44	,	,	PUNCT
cblr-5118	87	45	creative	creative	ADJ
cblr-5118	87	46	thinking	thinking	NOUN
cblr-5118	87	47	,	,	PUNCT
cblr-5118	87	48	and	and	CCONJ
cblr-5118	87	49	people	people	NOUN
cblr-5118	87	50	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	87	51	(	(	PUNCT
cblr-5118	87	52	do	do	AUX
cblr-5118	87	53	not	not	PART
cblr-5118	87	54	delte	delte	VERB
cblr-5118	87	55	)	)	PUNCT
cblr-5118	87	56	1/8/2020	1/8/2020	NUM
cblr-5118	87	57	4:46	4:46	NUM
cblr-5118	87	58	pm	pm	NOUN
cblr-5118	87	59	972	972	NUM
cblr-5118	87	60	columbia	columbia	PROPN
cblr-5118	87	61	business	business	PROPN
cblr-5118	87	62	law	law	PROPN
cblr-5118	87	63	review	review	NOUN
cblr-5118	88	1	[	[	X
cblr-5118	88	2	vol	vol	NOUN
cblr-5118	88	3	.	.	NOUN
cblr-5118	88	4	2019	2019	NUM
cblr-5118	88	5	management.16	management.16	NOUN
cblr-5118	88	6	still	still	ADV
cblr-5118	88	7	,	,	PUNCT
cblr-5118	88	8	some	some	DET
cblr-5118	88	9	commentators	commentator	NOUN
cblr-5118	88	10	convincingly	convincingly	ADV
cblr-5118	88	11	demonstrate	demonstrate	VERB
cblr-5118	88	12	that	that	SCONJ
cblr-5118	88	13	ai	ai	VERB
cblr-5118	88	14	will	will	AUX
cblr-5118	88	15	likely	likely	ADV
cblr-5118	88	16	reach	reach	VERB
cblr-5118	88	17	and	and	CCONJ
cblr-5118	88	18	even	even	ADV
cblr-5118	88	19	exceed	exceed	VERB
cblr-5118	88	20	humanlevel	humanlevel	NOUN
cblr-5118	88	21	skills	skill	NOUN
cblr-5118	88	22	in	in	ADP
cblr-5118	88	23	the	the	DET
cblr-5118	88	24	area	area	NOUN
cblr-5118	88	25	of	of	ADP
cblr-5118	88	26	judgment	judgment	NOUN
cblr-5118	88	27	work	work	NOUN
cblr-5118	88	28	as	as	ADP
cblr-5118	88	29	well.17	well.17	PROPN
cblr-5118	88	30	this	this	DET
cblr-5118	88	31	development	development	NOUN
cblr-5118	88	32	would	would	AUX
cblr-5118	88	33	allow	allow	VERB
cblr-5118	88	34	ai	ai	VERB
cblr-5118	88	35	to	to	PART
cblr-5118	88	36	assume	assume	VERB
cblr-5118	88	37	all	all	DET
cblr-5118	88	38	the	the	DET
cblr-5118	88	39	tasks	task	NOUN
cblr-5118	88	40	of	of	ADP
cblr-5118	88	41	today	today	NOUN
cblr-5118	88	42	’s	’s	PART
cblr-5118	88	43	directors	director	NOUN
cblr-5118	88	44	and	and	CCONJ
cblr-5118	88	45	managers	manager	NOUN
cblr-5118	88	46	,	,	PUNCT
cblr-5118	88	47	allowing	allow	VERB
cblr-5118	88	48	ai	ai	VERB
cblr-5118	88	49	to	to	PART
cblr-5118	88	50	take	take	VERB
cblr-5118	88	51	over	over	ADP
cblr-5118	88	52	the	the	DET
cblr-5118	88	53	future	future	ADJ
cblr-5118	88	54	leadership	leadership	NOUN
cblr-5118	88	55	of	of	ADP
cblr-5118	88	56	business	business	NOUN
cblr-5118	88	57	corporations	corporation	NOUN
cblr-5118	88	58	.	.	PUNCT
cblr-5118	89	1	a.	a.	NOUN
cblr-5118	89	2	corporate	corporate	ADJ
cblr-5118	89	3	leadership	leadership	NOUN
cblr-5118	89	4	tasks	task	NOUN
cblr-5118	89	5	1	1	NUM
cblr-5118	89	6	.	.	PUNCT
cblr-5118	90	1	directors	director	NOUN
cblr-5118	90	2	given	give	VERB
cblr-5118	90	3	the	the	DET
cblr-5118	90	4	corporate	corporate	ADJ
cblr-5118	90	5	board	board	NOUN
cblr-5118	90	6	’s	’s	PART
cblr-5118	90	7	importance	importance	NOUN
cblr-5118	90	8	in	in	ADP
cblr-5118	90	9	decisionmaking	decisionmake	VERB
cblr-5118	90	10	,	,	PUNCT
cblr-5118	90	11	it	it	PRON
cblr-5118	90	12	may	may	AUX
cblr-5118	90	13	come	come	VERB
cblr-5118	90	14	as	as	ADP
cblr-5118	90	15	a	a	DET
cblr-5118	90	16	surprise	surprise	NOUN
cblr-5118	90	17	that	that	PRON
cblr-5118	90	18	the	the	DET
cblr-5118	90	19	law	law	NOUN
cblr-5118	90	20	offers	offer	VERB
cblr-5118	90	21	little	little	ADJ
cblr-5118	90	22	guidance	guidance	NOUN
cblr-5118	90	23	on	on	ADP
cblr-5118	90	24	the	the	DET
cblr-5118	90	25	tasks	task	NOUN
cblr-5118	90	26	it	it	PRON
cblr-5118	90	27	must	must	AUX
cblr-5118	90	28	or	or	CCONJ
cblr-5118	90	29	should	should	AUX
cblr-5118	90	30	perform	perform	VERB
cblr-5118	90	31	.	.	PUNCT
cblr-5118	91	1	while	while	SCONJ
cblr-5118	91	2	some	some	DET
cblr-5118	91	3	jurisdictions	jurisdiction	NOUN
cblr-5118	91	4	provide	provide	VERB
cblr-5118	91	5	detailed	detailed	ADJ
cblr-5118	91	6	enumerations	enumeration	NOUN
cblr-5118	91	7	of	of	ADP
cblr-5118	91	8	(	(	PUNCT
cblr-5118	91	9	sometimes	sometimes	ADV
cblr-5118	91	10	non	non	ADJ
cblr-5118	91	11	-	-	ADJ
cblr-5118	91	12	delegable	delegable	ADJ
cblr-5118	91	13	)	)	PUNCT
cblr-5118	91	14	board	board	NOUN
cblr-5118	91	15	powers,18	powers,18	NOUN
cblr-5118	92	1	the	the	DET
cblr-5118	92	2	u.s	u.s	PROPN
cblr-5118	92	3	.	.	PROPN
cblr-5118	92	4	does	do	VERB
cblr-5118	92	5	not	not	PART
cblr-5118	92	6	.	.	PUNCT
cblr-5118	93	1	the	the	DET
cblr-5118	93	2	delaware	delaware	PROPN
cblr-5118	93	3	general	general	PROPN
cblr-5118	93	4	corporation	corporation	PROPN
cblr-5118	93	5	law	law	PROPN
cblr-5118	93	6	(	(	PUNCT
cblr-5118	93	7	the	the	DET
cblr-5118	93	8	“	"	PUNCT
cblr-5118	93	9	dgcl	dgcl	NOUN
cblr-5118	93	10	”	"	PUNCT
cblr-5118	93	11	)	)	PUNCT
cblr-5118	93	12	,	,	PUNCT
cblr-5118	93	13	for	for	ADP
cblr-5118	93	14	instance	instance	NOUN
cblr-5118	93	15	,	,	PUNCT
cblr-5118	93	16	states	state	VERB
cblr-5118	93	17	that	that	SCONJ
cblr-5118	93	18	“	"	PUNCT
cblr-5118	93	19	[	[	X
cblr-5118	93	20	t]he	t]he	X
cblr-5118	93	21	business	business	NOUN
cblr-5118	93	22	and	and	CCONJ
cblr-5118	93	23	affairs	affair	NOUN
cblr-5118	93	24	of	of	ADP
cblr-5118	93	25	every	every	DET
cblr-5118	93	26	corporation	corporation	NOUN
cblr-5118	93	27	.	.	PUNCT
cblr-5118	93	28	.	.	PUNCT
cblr-5118	94	1	.	.	PUNCT
cblr-5118	95	1	shall	shall	AUX
cblr-5118	95	2	be	be	AUX
cblr-5118	95	3	managed	manage	VERB
cblr-5118	95	4	by	by	ADP
cblr-5118	95	5	or	or	CCONJ
cblr-5118	95	6	under	under	ADP
cblr-5118	95	7	the	the	DET
cblr-5118	95	8	direction	direction	NOUN
cblr-5118	95	9	of	of	ADP
cblr-5118	95	10	a	a	DET
cblr-5118	95	11	board	board	NOUN
cblr-5118	95	12	of	of	ADP
cblr-5118	95	13	directors	director	NOUN
cblr-5118	95	14	.	.	PUNCT
cblr-5118	96	1	”19	”19	VERB
cblr-5118	96	2	this	this	DET
cblr-5118	96	3	general	general	ADJ
cblr-5118	96	4	reference	reference	NOUN
cblr-5118	96	5	to	to	ADP
cblr-5118	96	6	“	"	PUNCT
cblr-5118	96	7	management	management	NOUN
cblr-5118	96	8	”	"	PUNCT
cblr-5118	96	9	by	by	ADP
cblr-5118	96	10	the	the	DET
cblr-5118	96	11	board	board	NOUN
cblr-5118	96	12	would	would	AUX
cblr-5118	96	13	,	,	PUNCT
cblr-5118	96	14	by	by	ADP
cblr-5118	96	15	itself	itself	PRON
cblr-5118	96	16	,	,	PUNCT
cblr-5118	96	17	represent	represent	VERB
cblr-5118	96	18	a	a	DET
cblr-5118	96	19	misleading	misleading	ADJ
cblr-5118	96	20	or	or	CCONJ
cblr-5118	96	21	at	at	ADP
cblr-5118	96	22	least	least	ADJ
cblr-5118	96	23	highly	highly	ADV
cblr-5118	96	24	inaccurate	inaccurate	ADJ
cblr-5118	96	25	description	description	NOUN
cblr-5118	96	26	of	of	ADP
cblr-5118	96	27	what	what	PRON
cblr-5118	96	28	modern	modern	ADJ
cblr-5118	96	29	boards	board	NOUN
cblr-5118	96	30	do	do	AUX
cblr-5118	96	31	.	.	PUNCT
cblr-5118	97	1	it	it	PRON
cblr-5118	97	2	is	be	AUX
cblr-5118	97	3	only	only	ADV
cblr-5118	97	4	the	the	DET
cblr-5118	97	5	dgcl	dgcl	NOUN
cblr-5118	97	6	’s	’s	PART
cblr-5118	97	7	additional	additional	ADJ
cblr-5118	97	8	reference	reference	NOUN
cblr-5118	97	9	to	to	ADP
cblr-5118	97	10	corporations	corporation	NOUN
cblr-5118	97	11	being	be	AUX
cblr-5118	97	12	managed	manage	VERB
cblr-5118	97	13	“	"	PUNCT
cblr-5118	97	14	under	under	ADP
cblr-5118	97	15	the	the	DET
cblr-5118	97	16	direction	direction	NOUN
cblr-5118	97	17	”	"	PUNCT
cblr-5118	97	18	of	of	ADP
cblr-5118	97	19	the	the	DET
cblr-5118	97	20	board	board	NOUN
cblr-5118	97	21	that	that	PRON
cblr-5118	97	22	provides	provide	VERB
cblr-5118	97	23	a	a	DET
cblr-5118	97	24	more	more	ADV
cblr-5118	97	25	accurate	accurate	ADJ
cblr-5118	97	26	reflection	reflection	NOUN
cblr-5118	97	27	of	of	ADP
cblr-5118	97	28	contemporary	contemporary	ADJ
cblr-5118	97	29	governance	governance	NOUN
cblr-5118	97	30	.	.	PUNCT
cblr-5118	98	1	public	public	ADJ
cblr-5118	98	2	companies	company	NOUN
cblr-5118	98	3	are	be	AUX
cblr-5118	98	4	rarely	rarely	ADV
cblr-5118	98	5	managed	manage	VERB
cblr-5118	98	6	by	by	ADP
cblr-5118	98	7	the	the	DET
cblr-5118	98	8	board	board	NOUN
cblr-5118	98	9	.	.	PUNCT
cblr-5118	99	1	rather	rather	ADV
cblr-5118	99	2	,	,	PUNCT
cblr-5118	99	3	the	the	DET
cblr-5118	99	4	board	board	NOUN
cblr-5118	99	5	transfers	transfer	VERB
cblr-5118	99	6	significant	significant	ADJ
cblr-5118	99	7	managerial	managerial	ADJ
cblr-5118	99	8	responsibilities	responsibility	NOUN
cblr-5118	99	9	to	to	ADP
cblr-5118	99	10	officers	officer	NOUN
cblr-5118	99	11	and	and	CCONJ
cblr-5118	99	12	managers.20	managers.20	PROPN
cblr-5118	99	13	in	in	ADP
cblr-5118	99	14	turn	turn	NOUN
cblr-5118	99	15	,	,	PUNCT
cblr-5118	99	16	the	the	DET
cblr-5118	99	17	board	board	NOUN
cblr-5118	99	18	supervises	supervise	VERB
cblr-5118	99	19	management	management	NOUN
cblr-5118	99	20	and	and	CCONJ
cblr-5118	99	21	only	only	ADV
cblr-5118	99	22	retains	retain	VERB
cblr-5118	99	23	for	for	ADP
cblr-5118	99	24	itself	itself	PRON
cblr-5118	99	25	a	a	DET
cblr-5118	99	26	limited	limited	ADJ
cblr-5118	99	27	number	number	NOUN
cblr-5118	99	28	of	of	ADP
cblr-5118	100	1	high	high	ADJ
cblr-5118	100	2	-	-	PUNCT
cblr-5118	100	3	level	level	NOUN
cblr-5118	100	4	managerial	managerial	ADJ
cblr-5118	100	5	tasks.21	tasks.21	PROPN
cblr-5118	100	6	16	16	NUM
cblr-5118	100	7	see	see	VERB
cblr-5118	100	8	infra	infra	NOUN
cblr-5118	100	9	section	section	NOUN
cblr-5118	100	10	ii.b.2	ii.b.2	PROPN
cblr-5118	100	11	.	.	PUNCT
cblr-5118	101	1	17	17	NUM
cblr-5118	101	2	see	see	VERB
cblr-5118	101	3	i	i	PROPN
cblr-5118	101	4	d.	d.	PROPN
cblr-5118	101	5	18	18	NUM
cblr-5118	101	6	see	see	VERB
cblr-5118	101	7	,	,	PUNCT
cblr-5118	101	8	e.g.	e.g.	ADV
cblr-5118	101	9	,	,	PUNCT
cblr-5118	101	10	obligationenrecht	obligationenrecht	NOUN
cblr-5118	102	1	[	[	X
cblr-5118	102	2	or][code	or][code	ADP
cblr-5118	102	3	of	of	ADP
cblr-5118	102	4	obligations	obligation	NOUN
cblr-5118	102	5	]	]	PUNCT
cblr-5118	102	6	mar	mar	PROPN
cblr-5118	102	7	.	.	PROPN
cblr-5118	102	8	30	30	NUM
cblr-5118	102	9	,	,	PUNCT
cblr-5118	102	10	1911	1911	NUM
cblr-5118	102	11	,	,	PUNCT
cblr-5118	102	12	sr	sr	PROPN
cblr-5118	102	13	220	220	NUM
cblr-5118	102	14	,	,	PUNCT
cblr-5118	102	15	art	art	NOUN
cblr-5118	102	16	.	.	PUNCT
cblr-5118	103	1	716a	716a	NOUN
cblr-5118	103	2	(	(	PUNCT
cblr-5118	103	3	switz	switz	PROPN
cblr-5118	103	4	.	.	PUNCT
cblr-5118	103	5	)	)	PUNCT
cblr-5118	103	6	.	.	PUNCT
cblr-5118	104	1	19	19	NUM
cblr-5118	104	2	del	del	PROPN
cblr-5118	104	3	.	.	PROPN
cblr-5118	104	4	code	code	PROPN
cblr-5118	104	5	ann	ann	PROPN
cblr-5118	104	6	.	.	PROPN
cblr-5118	104	7	,	,	PUNCT
cblr-5118	104	8	tit	tit	NOUN
cblr-5118	104	9	.	.	NOUN
cblr-5118	104	10	8	8	NUM
cblr-5118	104	11	,	,	PUNCT
cblr-5118	104	12	§	§	PROPN
cblr-5118	104	13	141(a	141(a	NUM
cblr-5118	104	14	)	)	PUNCT
cblr-5118	104	15	(	(	PUNCT
cblr-5118	104	16	2016	2016	NUM
cblr-5118	104	17	)	)	PUNCT
cblr-5118	104	18	(	(	PUNCT
cblr-5118	104	19	emphasis	emphasis	NOUN
cblr-5118	104	20	added	add	VERB
cblr-5118	104	21	)	)	PUNCT
cblr-5118	104	22	.	.	PUNCT
cblr-5118	105	1	20	20	NUM
cblr-5118	105	2	stephen	stephen	PROPN
cblr-5118	105	3	m.	m.	PROPN
cblr-5118	105	4	bainbridge	bainbridge	PROPN
cblr-5118	105	5	,	,	PUNCT
cblr-5118	105	6	the	the	DET
cblr-5118	105	7	new	new	ADJ
cblr-5118	105	8	corporate	corporate	ADJ
cblr-5118	105	9	governance	governance	NOUN
cblr-5118	105	10	in	in	ADP
cblr-5118	105	11	theory	theory	NOUN
cblr-5118	105	12	and	and	CCONJ
cblr-5118	105	13	practice	practice	NOUN
cblr-5118	105	14	74	74	NUM
cblr-5118	105	15	(	(	PUNCT
cblr-5118	105	16	2008	2008	NUM
cblr-5118	105	17	)	)	PUNCT
cblr-5118	105	18	.	.	PUNCT
cblr-5118	106	1	21	21	NUM
cblr-5118	107	1	i	i	PROPN
cblr-5118	107	2	d.	d.	PROPN
cblr-5118	107	3	;	;	PUNCT
cblr-5118	107	4	see	see	VERB
cblr-5118	107	5	also	also	ADV
cblr-5118	107	6	in	in	ADP
cblr-5118	107	7	re	re	VERB
cblr-5118	107	8	caremark	caremark	PROPN
cblr-5118	107	9	int’l	int’l	PROPN
cblr-5118	107	10	inc	inc	PROPN
cblr-5118	107	11	.	.	PUNCT
cblr-5118	108	1	derivative	derivative	ADJ
cblr-5118	108	2	litig	litig	NOUN
cblr-5118	108	3	.	.	PUNCT
cblr-5118	109	1	,	,	PUNCT
cblr-5118	109	2	698	698	NUM
cblr-5118	109	3	a.2d	a.2d	NUM
cblr-5118	109	4	959	959	NUM
cblr-5118	109	5	,	,	PUNCT
cblr-5118	109	6	968	968	NUM
cblr-5118	109	7	(	(	PUNCT
cblr-5118	109	8	del	del	PROPN
cblr-5118	109	9	.	.	PROPN
cblr-5118	109	10	ch	ch	PROPN
cblr-5118	109	11	.	.	PROPN
cblr-5118	109	12	1996	1996	NUM
cblr-5118	109	13	)	)	PUNCT
cblr-5118	109	14	(	(	PUNCT
cblr-5118	109	15	“	"	PUNCT
cblr-5118	109	16	legally	legally	ADV
cblr-5118	109	17	,	,	PUNCT
cblr-5118	109	18	the	the	DET
cblr-5118	109	19	board	board	NOUN
cblr-5118	109	20	itself	itself	PRON
cblr-5118	109	21	will	will	AUX
cblr-5118	109	22	be	be	AUX
cblr-5118	109	23	required	require	VERB
cblr-5118	109	24	only	only	ADV
cblr-5118	109	25	to	to	ADP
cblr-5118	109	26	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	109	27	(	(	PUNCT
cblr-5118	109	28	do	do	AUX
cblr-5118	109	29	not	not	PART
cblr-5118	109	30	delete	delete	VERB
cblr-5118	109	31	)	)	PUNCT
cblr-5118	109	32	1/8/2020	1/8/2020	NUM
cblr-5118	109	33	4:46	4:46	NUM
cblr-5118	109	34	pm	pm	NOUN
cblr-5118	110	1	no	no	INTJ
cblr-5118	110	2	.	.	PUNCT
cblr-5118	111	1	3:965	3:965	NUM
cblr-5118	111	2	]	]	X
cblr-5118	111	3	corporate	corporate	ADJ
cblr-5118	111	4	management	management	NOUN
cblr-5118	111	5	in	in	ADP
cblr-5118	111	6	the	the	DET
cblr-5118	111	7	age	age	NOUN
cblr-5118	111	8	of	of	ADP
cblr-5118	111	9	ai	ai	PROPN
cblr-5118	111	10	973	973	NUM
cblr-5118	111	11	indeed	indeed	ADV
cblr-5118	111	12	,	,	PUNCT
cblr-5118	111	13	over	over	ADP
cblr-5118	111	14	the	the	DET
cblr-5118	111	15	course	course	NOUN
cblr-5118	111	16	of	of	ADP
cblr-5118	111	17	the	the	DET
cblr-5118	111	18	last	last	ADJ
cblr-5118	111	19	several	several	ADJ
cblr-5118	111	20	decades	decade	NOUN
cblr-5118	111	21	,	,	PUNCT
cblr-5118	111	22	monitoring	monitoring	NOUN
cblr-5118	111	23	has	have	AUX
cblr-5118	111	24	become	become	VERB
cblr-5118	111	25	the	the	DET
cblr-5118	111	26	accepted	accept	VERB
cblr-5118	111	27	core	core	NOUN
cblr-5118	111	28	function	function	NOUN
cblr-5118	111	29	of	of	ADP
cblr-5118	111	30	angloamerican	angloamerican	ADJ
cblr-5118	111	31	boards.22	boards.22	NOUN
cblr-5118	111	32	instead	instead	ADV
cblr-5118	111	33	of	of	ADP
cblr-5118	111	34	“	"	PUNCT
cblr-5118	111	35	managing	manage	VERB
cblr-5118	111	36	”	"	PUNCT
cblr-5118	111	37	the	the	DET
cblr-5118	111	38	company	company	NOUN
cblr-5118	111	39	,	,	PUNCT
cblr-5118	111	40	boards	board	NOUN
cblr-5118	111	41	—	—	PUNCT
cblr-5118	111	42	to	to	ADP
cblr-5118	111	43	a	a	DET
cblr-5118	111	44	large	large	ADJ
cblr-5118	111	45	extent	extent	NOUN
cblr-5118	111	46	—	—	PUNCT
cblr-5118	111	47	entrust	entrust	VERB
cblr-5118	111	48	full	full	ADJ
cblr-5118	111	49	-	-	PUNCT
cblr-5118	111	50	time	time	NOUN
cblr-5118	111	51	executives	executive	NOUN
cblr-5118	111	52	with	with	ADP
cblr-5118	111	53	this	this	DET
cblr-5118	111	54	role	role	NOUN
cblr-5118	111	55	,	,	PUNCT
cblr-5118	111	56	including	include	VERB
cblr-5118	111	57	running	run	VERB
cblr-5118	111	58	the	the	DET
cblr-5118	111	59	company	company	NOUN
cblr-5118	111	60	on	on	ADP
cblr-5118	111	61	a	a	DET
cblr-5118	111	62	daily	daily	ADJ
cblr-5118	111	63	basis	basis	NOUN
cblr-5118	111	64	and	and	CCONJ
cblr-5118	111	65	delegating	delegate	VERB
cblr-5118	111	66	certain	certain	ADJ
cblr-5118	111	67	tasks	task	NOUN
cblr-5118	111	68	and	and	CCONJ
cblr-5118	111	69	responsibilities	responsibility	NOUN
cblr-5118	111	70	further	far	ADV
cblr-5118	111	71	down	down	ADP
cblr-5118	111	72	the	the	DET
cblr-5118	111	73	corporate	corporate	ADJ
cblr-5118	111	74	hierarchy	hierarchy	NOUN
cblr-5118	111	75	to	to	ADP
cblr-5118	111	76	employees.23	employees.23	PROPN
cblr-5118	111	77	directors	director	NOUN
cblr-5118	111	78	’	'	PUNCT
cblr-5118	111	79	focus	focus	VERB
cblr-5118	111	80	on	on	ADP
cblr-5118	111	81	supervision	supervision	NOUN
cblr-5118	111	82	instead	instead	ADV
cblr-5118	111	83	of	of	ADP
cblr-5118	111	84	management	management	NOUN
cblr-5118	111	85	is	be	AUX
cblr-5118	111	86	also	also	ADV
cblr-5118	111	87	a	a	DET
cblr-5118	111	88	necessity	necessity	NOUN
cblr-5118	111	89	that	that	PRON
cblr-5118	111	90	is	be	AUX
cblr-5118	111	91	dictated	dictate	VERB
cblr-5118	111	92	by	by	ADP
cblr-5118	111	93	the	the	DET
cblr-5118	111	94	fundamental	fundamental	ADJ
cblr-5118	111	95	modus	modus	X
cblr-5118	111	96	operandi	operandi	NOUN
cblr-5118	111	97	of	of	ADP
cblr-5118	111	98	the	the	DET
cblr-5118	111	99	modern	modern	ADJ
cblr-5118	111	100	board	board	NOUN
cblr-5118	111	101	.	.	PUNCT
cblr-5118	112	1	today	today	NOUN
cblr-5118	112	2	’s	’s	PART
cblr-5118	112	3	boards	board	NOUN
cblr-5118	112	4	are	be	AUX
cblr-5118	112	5	part	part	ADJ
cblr-5118	112	6	-	-	PUNCT
cblr-5118	112	7	time	time	NOUN
cblr-5118	112	8	,	,	PUNCT
cblr-5118	112	9	intermittent	intermittent	ADJ
cblr-5118	112	10	,	,	PUNCT
cblr-5118	112	11	decisionmaking	decisionmake	VERB
cblr-5118	112	12	bodies.24	bodies.24	NOUN
cblr-5118	112	13	boards	board	NOUN
cblr-5118	112	14	only	only	ADV
cblr-5118	112	15	meet	meet	VERB
cblr-5118	112	16	periodically	periodically	ADV
cblr-5118	112	17	,	,	PUNCT
cblr-5118	112	18	and	and	CCONJ
cblr-5118	112	19	the	the	DET
cblr-5118	112	20	majority	majority	NOUN
cblr-5118	112	21	of	of	ADP
cblr-5118	112	22	board	board	NOUN
cblr-5118	112	23	members	member	NOUN
cblr-5118	112	24	are	be	AUX
cblr-5118	112	25	not	not	PART
cblr-5118	112	26	employees	employee	NOUN
cblr-5118	112	27	of	of	ADP
cblr-5118	112	28	the	the	DET
cblr-5118	112	29	company	company	NOUN
cblr-5118	112	30	on	on	ADP
cblr-5118	112	31	whose	whose	DET
cblr-5118	112	32	board	board	NOUN
cblr-5118	112	33	they	they	PRON
cblr-5118	112	34	sit	sit	VERB
cblr-5118	112	35	—	—	PUNCT
cblr-5118	112	36	that	that	ADV
cblr-5118	112	37	is	is	ADV
cblr-5118	112	38	,	,	PUNCT
cblr-5118	112	39	they	they	PRON
cblr-5118	112	40	may	may	AUX
cblr-5118	112	41	also	also	ADV
cblr-5118	112	42	have	have	VERB
cblr-5118	112	43	other	other	ADJ
cblr-5118	112	44	board	board	NOUN
cblr-5118	112	45	mandates.25	mandates.25	PROPN
cblr-5118	112	46	in	in	ADP
cblr-5118	112	47	practice	practice	NOUN
cblr-5118	112	48	,	,	PUNCT
cblr-5118	112	49	this	this	DET
cblr-5118	112	50	setup	setup	NOUN
cblr-5118	112	51	makes	make	VERB
cblr-5118	112	52	it	it	PRON
cblr-5118	112	53	impossible	impossible	ADJ
cblr-5118	112	54	for	for	SCONJ
cblr-5118	112	55	boards	board	NOUN
cblr-5118	112	56	to	to	PART
cblr-5118	112	57	comprehensively	comprehensively	ADV
cblr-5118	112	58	manage	manage	VERB
cblr-5118	112	59	a	a	DET
cblr-5118	112	60	company	company	NOUN
cblr-5118	112	61	on	on	ADP
cblr-5118	112	62	a	a	DET
cblr-5118	112	63	daily	daily	ADJ
cblr-5118	112	64	basis	basis	NOUN
cblr-5118	112	65	.	.	PUNCT
cblr-5118	113	1	although	although	SCONJ
cblr-5118	113	2	monitoring	monitoring	NOUN
cblr-5118	113	3	is	be	AUX
cblr-5118	113	4	the	the	DET
cblr-5118	113	5	board	board	NOUN
cblr-5118	113	6	’s	’s	PART
cblr-5118	113	7	chief	chief	ADJ
cblr-5118	113	8	role	role	NOUN
cblr-5118	113	9	,	,	PUNCT
cblr-5118	113	10	it	it	PRON
cblr-5118	113	11	is	be	AUX
cblr-5118	113	12	not	not	PART
cblr-5118	113	13	limited	limit	VERB
cblr-5118	113	14	to	to	ADP
cblr-5118	113	15	this	this	DET
cblr-5118	113	16	task	task	NOUN
cblr-5118	113	17	.	.	PUNCT
cblr-5118	114	1	modern	modern	ADJ
cblr-5118	114	2	boards	board	NOUN
cblr-5118	114	3	take	take	VERB
cblr-5118	114	4	on	on	ADP
cblr-5118	114	5	a	a	DET
cblr-5118	114	6	multi	multi	ADJ
cblr-5118	114	7	-	-	ADJ
cblr-5118	114	8	faceted	faceted	ADJ
cblr-5118	114	9	role	role	NOUN
cblr-5118	114	10	that	that	PRON
cblr-5118	114	11	combines	combine	VERB
cblr-5118	114	12	supervision	supervision	NOUN
cblr-5118	114	13	with	with	ADP
cblr-5118	114	14	a	a	DET
cblr-5118	114	15	number	number	NOUN
cblr-5118	114	16	of	of	ADP
cblr-5118	114	17	other	other	ADJ
cblr-5118	114	18	activities.26	activities.26	NOUN
cblr-5118	114	19	for	for	ADP
cblr-5118	114	20	example	example	NOUN
cblr-5118	114	21	,	,	PUNCT
cblr-5118	114	22	boards	board	NOUN
cblr-5118	114	23	set	set	VERB
cblr-5118	114	24	their	their	PRON
cblr-5118	114	25	corporations	corporation	NOUN
cblr-5118	114	26	’	'	PUNCT
cblr-5118	114	27	authorize	authorize	VERB
cblr-5118	114	28	the	the	DET
cblr-5118	114	29	most	most	ADV
cblr-5118	114	30	significant	significant	ADJ
cblr-5118	114	31	corporate	corporate	ADJ
cblr-5118	114	32	acts	act	NOUN
cblr-5118	114	33	or	or	CCONJ
cblr-5118	114	34	transactions	transaction	NOUN
cblr-5118	114	35	:	:	PUNCT
cblr-5118	114	36	mergers	merger	NOUN
cblr-5118	114	37	,	,	PUNCT
cblr-5118	114	38	changes	change	NOUN
cblr-5118	114	39	in	in	ADP
cblr-5118	114	40	capital	capital	NOUN
cblr-5118	114	41	structure	structure	NOUN
cblr-5118	114	42	,	,	PUNCT
cblr-5118	114	43	fundamental	fundamental	ADJ
cblr-5118	114	44	changes	change	NOUN
cblr-5118	114	45	in	in	ADP
cblr-5118	114	46	business	business	NOUN
cblr-5118	114	47	,	,	PUNCT
cblr-5118	114	48	appointment	appointment	NOUN
cblr-5118	114	49	and	and	CCONJ
cblr-5118	114	50	compensation	compensation	NOUN
cblr-5118	114	51	of	of	ADP
cblr-5118	114	52	the	the	DET
cblr-5118	114	53	ceo	ceo	NOUN
cblr-5118	114	54	,	,	PUNCT
cblr-5118	114	55	etc	etc	X
cblr-5118	114	56	.	.	X
cblr-5118	114	57	”	"	PUNCT
cblr-5118	114	58	)	)	PUNCT
cblr-5118	114	59	.	.	PUNCT
cblr-5118	115	1	on	on	ADP
cblr-5118	115	2	the	the	DET
cblr-5118	115	3	functions	function	NOUN
cblr-5118	115	4	of	of	ADP
cblr-5118	115	5	u.s	u.s	PROPN
cblr-5118	115	6	.	.	PROPN
cblr-5118	115	7	and	and	CCONJ
cblr-5118	115	8	u.k	u.k	PROPN
cblr-5118	115	9	.	.	PROPN
cblr-5118	115	10	boards	board	NOUN
cblr-5118	115	11	,	,	PUNCT
cblr-5118	115	12	see	see	VERB
cblr-5118	115	13	also	also	ADV
cblr-5118	115	14	marc	marc	PROPN
cblr-5118	115	15	moore	moore	PROPN
cblr-5118	115	16	&	&	CCONJ
cblr-5118	115	17	martin	martin	PROPN
cblr-5118	115	18	petrin	petrin	PROPN
cblr-5118	115	19	,	,	PUNCT
cblr-5118	115	20	corporate	corporate	ADJ
cblr-5118	115	21	governance	governance	NOUN
cblr-5118	115	22	:	:	PUNCT
cblr-5118	115	23	law	law	NOUN
cblr-5118	115	24	,	,	PUNCT
cblr-5118	115	25	regulation	regulation	NOUN
cblr-5118	115	26	and	and	CCONJ
cblr-5118	115	27	theory	theory	NOUN
cblr-5118	115	28	174–77	174–77	NUM
cblr-5118	115	29	(	(	PUNCT
cblr-5118	115	30	2017	2017	NUM
cblr-5118	115	31	)	)	PUNCT
cblr-5118	115	32	,	,	PUNCT
cblr-5118	115	33	which	which	PRON
cblr-5118	115	34	this	this	DET
cblr-5118	115	35	section	section	NOUN
cblr-5118	115	36	partially	partially	ADV
cblr-5118	115	37	relies	rely	VERB
cblr-5118	115	38	on	on	ADP
cblr-5118	115	39	.	.	PUNCT
cblr-5118	116	1	22	22	NUM
cblr-5118	116	2	stephen	stephen	PROPN
cblr-5118	116	3	m.	m.	PROPN
cblr-5118	116	4	bainbridge	bainbridge	PROPN
cblr-5118	116	5	,	,	PUNCT
cblr-5118	116	6	corporate	corporate	ADJ
cblr-5118	116	7	directors	director	NOUN
cblr-5118	116	8	in	in	ADP
cblr-5118	116	9	the	the	DET
cblr-5118	116	10	united	united	PROPN
cblr-5118	116	11	kingdom	kingdom	PROPN
cblr-5118	116	12	,	,	PUNCT
cblr-5118	116	13	59	59	NUM
cblr-5118	116	14	wm	wm	PROPN
cblr-5118	116	15	.	.	PROPN
cblr-5118	116	16	&	&	CCONJ
cblr-5118	116	17	mary	mary	PROPN
cblr-5118	116	18	l.	l.	PROPN
cblr-5118	116	19	rev	rev	PROPN
cblr-5118	116	20	.	.	PROPN
cblr-5118	117	1	online	online	PROPN
cblr-5118	117	2	65	65	NUM
cblr-5118	117	3	,	,	PUNCT
cblr-5118	117	4	73–74	73–74	NUM
cblr-5118	117	5	(	(	PUNCT
cblr-5118	117	6	2017	2017	NUM
cblr-5118	117	7	)	)	PUNCT
cblr-5118	117	8	.	.	PUNCT
cblr-5118	118	1	for	for	ADP
cblr-5118	118	2	a	a	DET
cblr-5118	118	3	pioneering	pioneering	ADJ
cblr-5118	118	4	work	work	NOUN
cblr-5118	118	5	on	on	ADP
cblr-5118	118	6	the	the	DET
cblr-5118	118	7	monitoring	monitoring	NOUN
cblr-5118	118	8	board	board	NOUN
cblr-5118	118	9	model	model	NOUN
cblr-5118	118	10	,	,	PUNCT
cblr-5118	118	11	see	see	VERB
cblr-5118	118	12	melvin	melvin	PROPN
cblr-5118	118	13	a.	a.	PROPN
cblr-5118	118	14	eisenberg	eisenberg	PROPN
cblr-5118	118	15	,	,	PUNCT
cblr-5118	118	16	the	the	DET
cblr-5118	118	17	structure	structure	NOUN
cblr-5118	118	18	of	of	ADP
cblr-5118	118	19	the	the	DET
cblr-5118	118	20	corporation	corporation	NOUN
cblr-5118	118	21	165	165	NUM
cblr-5118	118	22	(	(	PUNCT
cblr-5118	118	23	photo	photo	NOUN
cblr-5118	118	24	reprt	reprt	NOUN
cblr-5118	118	25	.	.	PUNCT
cblr-5118	119	1	2006	2006	NUM
cblr-5118	119	2	)	)	PUNCT
cblr-5118	119	3	(	(	PUNCT
cblr-5118	119	4	1976	1976	NUM
cblr-5118	119	5	)	)	PUNCT
cblr-5118	119	6	(	(	PUNCT
cblr-5118	119	7	“	"	PUNCT
cblr-5118	119	8	[	[	X
cblr-5118	119	9	t]he	t]he	ADJ
cblr-5118	119	10	role	role	NOUN
cblr-5118	119	11	of	of	ADP
cblr-5118	119	12	the	the	DET
cblr-5118	119	13	board	board	NOUN
cblr-5118	119	14	is	be	AUX
cblr-5118	119	15	to	to	PART
cblr-5118	119	16	hold	hold	VERB
cblr-5118	119	17	executives	executive	NOUN
cblr-5118	119	18	accountable	accountable	ADJ
cblr-5118	119	19	for	for	ADP
cblr-5118	119	20	adequate	adequate	ADJ
cblr-5118	119	21	results	result	NOUN
cblr-5118	119	22	(	(	PUNCT
cblr-5118	119	23	whether	whether	SCONJ
cblr-5118	119	24	financial	financial	ADJ
cblr-5118	119	25	,	,	PUNCT
cblr-5118	119	26	social	social	ADJ
cblr-5118	119	27	,	,	PUNCT
cblr-5118	119	28	or	or	CCONJ
cblr-5118	119	29	both	both	PRON
cblr-5118	119	30	)	)	PUNCT
cblr-5118	119	31	,	,	PUNCT
cblr-5118	119	32	while	while	SCONJ
cblr-5118	119	33	the	the	DET
cblr-5118	119	34	role	role	NOUN
cblr-5118	119	35	of	of	ADP
cblr-5118	119	36	the	the	DET
cblr-5118	119	37	executives	executive	NOUN
cblr-5118	119	38	is	be	AUX
cblr-5118	119	39	to	to	PART
cblr-5118	119	40	determine	determine	VERB
cblr-5118	119	41	how	how	SCONJ
cblr-5118	119	42	to	to	PART
cblr-5118	119	43	achieve	achieve	VERB
cblr-5118	119	44	these	these	DET
cblr-5118	119	45	results	result	NOUN
cblr-5118	119	46	.	.	PUNCT
cblr-5118	119	47	”	"	PUNCT
cblr-5118	119	48	)	)	PUNCT
cblr-5118	119	49	.	.	PUNCT
cblr-5118	120	1	23	23	NUM
cblr-5118	120	2	see	see	VERB
cblr-5118	120	3	bainbridge	bainbridge	PROPN
cblr-5118	120	4	,	,	PUNCT
cblr-5118	120	5	supra	supra	PROPN
cblr-5118	120	6	note	note	NOUN
cblr-5118	120	7	20	20	NUM
cblr-5118	120	8	,	,	PUNCT
cblr-5118	120	9	at	at	ADP
cblr-5118	120	10	74	74	NUM
cblr-5118	120	11	.	.	PUNCT
cblr-5118	120	12	24	24	NUM
cblr-5118	120	13	moore	moore	PROPN
cblr-5118	120	14	&	&	CCONJ
cblr-5118	120	15	petrin	petrin	PROPN
cblr-5118	120	16	,	,	PUNCT
cblr-5118	120	17	supra	supra	PROPN
cblr-5118	120	18	note	note	NOUN
cblr-5118	120	19	21	21	NUM
cblr-5118	120	20	,	,	PUNCT
cblr-5118	120	21	at	at	ADP
cblr-5118	120	22	176	176	NUM
cblr-5118	120	23	.	.	PUNCT
cblr-5118	121	1	25	25	NUM
cblr-5118	121	2	see	see	VERB
cblr-5118	121	3	infra	infra	NOUN
cblr-5118	121	4	text	text	NOUN
cblr-5118	121	5	accompanying	accompany	VERB
cblr-5118	121	6	note	note	NOUN
cblr-5118	121	7	29	29	NUM
cblr-5118	121	8	and	and	CCONJ
cblr-5118	121	9	notes	note	VERB
cblr-5118	121	10	150–54	150–54	NUM
cblr-5118	121	11	(	(	PUNCT
cblr-5118	121	12	discussing	discuss	VERB
cblr-5118	121	13	the	the	DET
cblr-5118	121	14	prevalence	prevalence	NOUN
cblr-5118	121	15	of	of	ADP
cblr-5118	121	16	independent	independent	ADJ
cblr-5118	121	17	directors	director	NOUN
cblr-5118	121	18	and	and	CCONJ
cblr-5118	121	19	the	the	DET
cblr-5118	121	20	limited	limited	ADJ
cblr-5118	121	21	time	time	NOUN
cblr-5118	121	22	that	that	PRON
cblr-5118	121	23	directors	director	NOUN
cblr-5118	121	24	typically	typically	ADV
cblr-5118	121	25	spend	spend	VERB
cblr-5118	121	26	on	on	ADP
cblr-5118	121	27	board	board	NOUN
cblr-5118	121	28	work	work	NOUN
cblr-5118	121	29	)	)	PUNCT
cblr-5118	121	30	.	.	PUNCT
cblr-5118	122	1	26	26	NUM
cblr-5118	122	2	see	see	VERB
cblr-5118	122	3	,	,	PUNCT
cblr-5118	122	4	e.g.	e.g.	ADV
cblr-5118	122	5	,	,	PUNCT
cblr-5118	122	6	david	david	PROPN
cblr-5118	122	7	kershaw	kershaw	PROPN
cblr-5118	122	8	,	,	PUNCT
cblr-5118	122	9	company	company	NOUN
cblr-5118	122	10	law	law	NOUN
cblr-5118	122	11	in	in	ADP
cblr-5118	122	12	context	context	NOUN
cblr-5118	122	13	:	:	PUNCT
cblr-5118	122	14	text	text	NOUN
cblr-5118	122	15	and	and	CCONJ
cblr-5118	122	16	materials	material	NOUN
cblr-5118	122	17	234–36	234–36	PROPN
cblr-5118	122	18	(	(	PUNCT
cblr-5118	122	19	2nd	2nd	ADJ
cblr-5118	122	20	ed	ed	NOUN
cblr-5118	122	21	.	.	PROPN
cblr-5118	122	22	2012	2012	NUM
cblr-5118	122	23	)	)	PUNCT
cblr-5118	122	24	;	;	PUNCT
cblr-5118	122	25	lynne	lynne	PROPN
cblr-5118	122	26	l.	l.	PROPN
cblr-5118	122	27	dallas	dallas	PROPN
cblr-5118	122	28	,	,	PUNCT
cblr-5118	122	29	the	the	DET
cblr-5118	122	30	multiple	multiple	ADJ
cblr-5118	122	31	roles	role	NOUN
cblr-5118	122	32	of	of	ADP
cblr-5118	122	33	corporate	corporate	ADJ
cblr-5118	122	34	boards	board	NOUN
cblr-5118	122	35	,	,	PUNCT
cblr-5118	122	36	40	40	NUM
cblr-5118	122	37	san	san	PROPN
cblr-5118	122	38	diego	diego	PROPN
cblr-5118	122	39	l.	l.	PROPN
cblr-5118	122	40	rev	rev	PROPN
cblr-5118	122	41	.	.	PROPN
cblr-5118	122	42	781	781	NUM
cblr-5118	122	43	,	,	PUNCT
cblr-5118	122	44	781–83	781–83	NUM
cblr-5118	122	45	(	(	PUNCT
cblr-5118	122	46	2003	2003	NUM
cblr-5118	122	47	)	)	PUNCT
cblr-5118	122	48	;	;	PUNCT
cblr-5118	122	49	joseph	joseph	PROPN
cblr-5118	122	50	a.	a.	PROPN
cblr-5118	122	51	5_2019.3_petrin	5_2019.3_petrin	PROPN
cblr-5118	122	52	(	(	PUNCT
cblr-5118	122	53	do	do	AUX
cblr-5118	122	54	not	not	PART
cblr-5118	122	55	delte	delte	VERB
cblr-5118	122	56	)	)	PUNCT
cblr-5118	122	57	1/8/2020	1/8/2020	NUM
cblr-5118	122	58	4:46	4:46	NUM
cblr-5118	122	59	pm	pm	NOUN
cblr-5118	122	60	974	974	NUM
cblr-5118	122	61	columbia	columbia	PROPN
cblr-5118	122	62	business	business	NOUN
cblr-5118	122	63	law	law	PROPN
cblr-5118	122	64	review	review	NOUN
cblr-5118	122	65	[	[	X
cblr-5118	122	66	vol	vol	NOUN
cblr-5118	122	67	.	.	NOUN
cblr-5118	122	68	2019	2019	NUM
cblr-5118	122	69	strategic	strategic	ADJ
cblr-5118	122	70	goals	goal	NOUN
cblr-5118	122	71	and	and	CCONJ
cblr-5118	122	72	retain	retain	VERB
cblr-5118	122	73	certain	certain	ADJ
cblr-5118	122	74	managerial	managerial	ADJ
cblr-5118	122	75	responsibilities	responsibility	NOUN
cblr-5118	122	76	,	,	PUNCT
cblr-5118	122	77	which	which	PRON
cblr-5118	122	78	consist	consist	VERB
cblr-5118	122	79	,	,	PUNCT
cblr-5118	122	80	above	above	ADP
cblr-5118	122	81	all	all	PRON
cblr-5118	122	82	else	else	ADV
cblr-5118	122	83	,	,	PUNCT
cblr-5118	122	84	of	of	ADP
cblr-5118	122	85	appointing	appoint	VERB
cblr-5118	122	86	and	and	CCONJ
cblr-5118	122	87	terminating	terminate	VERB
cblr-5118	122	88	senior	senior	ADJ
cblr-5118	122	89	management	management	NOUN
cblr-5118	122	90	personnel	personnel	NOUN
cblr-5118	122	91	and	and	CCONJ
cblr-5118	122	92	approving	approve	VERB
cblr-5118	122	93	major	major	ADJ
cblr-5118	122	94	transactions.27	transactions.27	PROPN
cblr-5118	122	95	furthermore	furthermore	ADV
cblr-5118	122	96	,	,	PUNCT
cblr-5118	122	97	boards	board	NOUN
cblr-5118	122	98	have	have	VERB
cblr-5118	122	99	a	a	DET
cblr-5118	122	100	service	service	NOUN
cblr-5118	122	101	and	and	CCONJ
cblr-5118	122	102	relational	relational	ADJ
cblr-5118	122	103	function	function	NOUN
cblr-5118	122	104	in	in	ADP
cblr-5118	122	105	which	which	PRON
cblr-5118	122	106	they	they	PRON
cblr-5118	122	107	provide	provide	VERB
cblr-5118	122	108	advice	advice	NOUN
cblr-5118	122	109	and	and	CCONJ
cblr-5118	122	110	guidance	guidance	NOUN
cblr-5118	122	111	to	to	ADP
cblr-5118	122	112	management	management	NOUN
cblr-5118	122	113	and	and	CCONJ
cblr-5118	122	114	,	,	PUNCT
cblr-5118	122	115	in	in	ADP
cblr-5118	122	116	particular	particular	ADJ
cblr-5118	122	117	,	,	PUNCT
cblr-5118	122	118	to	to	ADP
cblr-5118	122	119	the	the	DET
cblr-5118	122	120	ceo.28	ceo.28	NOUN
cblr-5118	122	121	this	this	PRON
cblr-5118	122	122	includes	include	VERB
cblr-5118	122	123	leveraging	leverage	VERB
cblr-5118	122	124	their	their	PRON
cblr-5118	122	125	contacts	contact	NOUN
cblr-5118	122	126	with	with	ADP
cblr-5118	122	127	a	a	DET
cblr-5118	122	128	view	view	NOUN
cblr-5118	122	129	to	to	PART
cblr-5118	122	130	help	help	VERB
cblr-5118	122	131	“	"	PUNCT
cblr-5118	122	132	expand	expand	VERB
cblr-5118	122	133	the	the	DET
cblr-5118	122	134	company	company	NOUN
cblr-5118	122	135	’s	’s	PART
cblr-5118	122	136	network	network	NOUN
cblr-5118	122	137	by	by	ADP
cblr-5118	122	138	providing	provide	VERB
cblr-5118	122	139	interlocks	interlock	NOUN
cblr-5118	122	140	with	with	ADP
cblr-5118	122	141	potential	potential	ADJ
cblr-5118	122	142	suppliers	supplier	NOUN
cblr-5118	122	143	,	,	PUNCT
cblr-5118	122	144	customers	customer	NOUN
cblr-5118	122	145	,	,	PUNCT
cblr-5118	122	146	sources	source	NOUN
cblr-5118	122	147	of	of	ADP
cblr-5118	122	148	finance	finance	NOUN
cblr-5118	122	149	,	,	PUNCT
cblr-5118	122	150	and	and	CCONJ
cblr-5118	122	151	other	other	ADJ
cblr-5118	122	152	potential	potential	ADJ
cblr-5118	122	153	providers	provider	NOUN
cblr-5118	122	154	of	of	ADP
cblr-5118	122	155	key	key	ADJ
cblr-5118	122	156	organizational	organizational	ADJ
cblr-5118	122	157	needs	need	NOUN
cblr-5118	122	158	.	.	PUNCT
cblr-5118	123	1	”29	”29	AUX
cblr-5118	123	2	it	it	PRON
cblr-5118	123	3	also	also	ADV
cblr-5118	123	4	includes	include	VERB
cblr-5118	123	5	the	the	DET
cblr-5118	123	6	directors	director	NOUN
cblr-5118	123	7	’	’	PART
cblr-5118	123	8	role	role	NOUN
cblr-5118	123	9	to	to	PART
cblr-5118	123	10	act	act	VERB
cblr-5118	123	11	as	as	ADP
cblr-5118	123	12	a	a	DET
cblr-5118	123	13	liaison	liaison	NOUN
cblr-5118	123	14	with	with	ADP
cblr-5118	123	15	shareholders	shareholder	NOUN
cblr-5118	123	16	and	and	CCONJ
cblr-5118	123	17	other	other	ADJ
cblr-5118	123	18	company	company	NOUN
cblr-5118	123	19	stakeholders.30	stakeholders.30	VERB
cblr-5118	123	20	the	the	DET
cblr-5118	123	21	g20	g20	PROPN
cblr-5118	123	22	/	/	SYM
cblr-5118	123	23	oecd	oecd	PROPN
cblr-5118	123	24	principles	principle	NOUN
cblr-5118	123	25	of	of	ADP
cblr-5118	123	26	corporate	corporate	ADJ
cblr-5118	123	27	governance	governance	NOUN
cblr-5118	123	28	provide	provide	VERB
cblr-5118	123	29	a	a	DET
cblr-5118	123	30	more	more	ADV
cblr-5118	123	31	detailed	detailed	ADJ
cblr-5118	123	32	description	description	NOUN
cblr-5118	123	33	of	of	ADP
cblr-5118	123	34	board	board	NOUN
cblr-5118	123	35	functions	function	NOUN
cblr-5118	123	36	.	.	PUNCT
cblr-5118	124	1	according	accord	VERB
cblr-5118	124	2	to	to	ADP
cblr-5118	124	3	the	the	DET
cblr-5118	124	4	principles	principle	NOUN
cblr-5118	124	5	,	,	PUNCT
cblr-5118	124	6	there	there	PRON
cblr-5118	124	7	are	be	VERB
cblr-5118	124	8	eight	eight	NUM
cblr-5118	124	9	key	key	ADJ
cblr-5118	124	10	functions	function	NOUN
cblr-5118	124	11	that	that	PRON
cblr-5118	124	12	corporate	corporate	ADJ
cblr-5118	124	13	directors	director	NOUN
cblr-5118	124	14	should	should	AUX
cblr-5118	124	15	fulfill	fulfill	VERB
cblr-5118	124	16	:	:	PUNCT
cblr-5118	125	1	[	[	X
cblr-5118	125	2	1	1	X
cblr-5118	125	3	]	]	X
cblr-5118	125	4	reviewing	reviewing	NOUN
cblr-5118	125	5	and	and	CCONJ
cblr-5118	125	6	guiding	guide	VERB
cblr-5118	125	7	corporate	corporate	ADJ
cblr-5118	125	8	strategy	strategy	NOUN
cblr-5118	125	9	,	,	PUNCT
cblr-5118	125	10	major	major	ADJ
cblr-5118	125	11	plans	plan	NOUN
cblr-5118	125	12	of	of	ADP
cblr-5118	125	13	action	action	NOUN
cblr-5118	125	14	,	,	PUNCT
cblr-5118	125	15	risk	risk	NOUN
cblr-5118	125	16	management	management	NOUN
cblr-5118	125	17	policies	policy	NOUN
cblr-5118	125	18	and	and	CCONJ
cblr-5118	125	19	procedures	procedure	NOUN
cblr-5118	125	20	,	,	PUNCT
cblr-5118	125	21	annual	annual	ADJ
cblr-5118	125	22	budgets	budget	NOUN
cblr-5118	125	23	and	and	CCONJ
cblr-5118	125	24	business	business	NOUN
cblr-5118	125	25	plans	plan	NOUN
cblr-5118	125	26	;	;	PUNCT
cblr-5118	125	27	setting	set	VERB
cblr-5118	125	28	performance	performance	NOUN
cblr-5118	125	29	objectives	objective	NOUN
cblr-5118	125	30	;	;	PUNCT
cblr-5118	125	31	monitoring	monitor	VERB
cblr-5118	125	32	implementation	implementation	NOUN
cblr-5118	125	33	and	and	CCONJ
cblr-5118	125	34	corporate	corporate	ADJ
cblr-5118	125	35	performance	performance	NOUN
cblr-5118	125	36	;	;	PUNCT
cblr-5118	125	37	and	and	CCONJ
cblr-5118	125	38	overseeing	oversee	VERB
cblr-5118	125	39	major	major	ADJ
cblr-5118	125	40	capital	capital	NOUN
cblr-5118	125	41	expenditures	expenditure	NOUN
cblr-5118	125	42	,	,	PUNCT
cblr-5118	125	43	acquisitions	acquisition	NOUN
cblr-5118	125	44	,	,	PUNCT
cblr-5118	125	45	and	and	CCONJ
cblr-5118	125	46	divestitures	divestiture	NOUN
cblr-5118	125	47	.	.	PUNCT
cblr-5118	125	48	.	.	PUNCT
cblr-5118	125	49	.	.	PUNCT
cblr-5118	126	1	[	[	X
cblr-5118	126	2	2	2	X
cblr-5118	126	3	]	]	PUNCT
cblr-5118	126	4	monitoring	monitor	VERB
cblr-5118	126	5	the	the	DET
cblr-5118	126	6	effectiveness	effectiveness	NOUN
cblr-5118	126	7	of	of	ADP
cblr-5118	126	8	the	the	DET
cblr-5118	126	9	company	company	NOUN
cblr-5118	126	10	’s	’s	PART
cblr-5118	126	11	governance	governance	NOUN
cblr-5118	126	12	practices	practice	NOUN
cblr-5118	126	13	and	and	CCONJ
cblr-5118	126	14	making	make	VERB
cblr-5118	126	15	changes	change	NOUN
cblr-5118	126	16	as	as	SCONJ
cblr-5118	126	17	needed	need	VERB
cblr-5118	126	18	.	.	PUNCT
cblr-5118	126	19	.	.	PUNCT
cblr-5118	126	20	.	.	PUNCT
cblr-5118	127	1	[	[	X
cblr-5118	127	2	3	3	NUM
cblr-5118	127	3	]	]	X
cblr-5118	127	4	selecting	selecting	NOUN
cblr-5118	127	5	,	,	PUNCT
cblr-5118	127	6	compensating	compensating	NOUN
cblr-5118	127	7	,	,	PUNCT
cblr-5118	127	8	monitoring	monitoring	NOUN
cblr-5118	127	9	and	and	CCONJ
cblr-5118	127	10	,	,	PUNCT
cblr-5118	127	11	when	when	SCONJ
cblr-5118	127	12	necessary	necessary	ADJ
cblr-5118	127	13	,	,	PUNCT
cblr-5118	127	14	replacing	replace	VERB
cblr-5118	127	15	key	key	ADJ
cblr-5118	127	16	executives	executive	NOUN
cblr-5118	127	17	and	and	CCONJ
cblr-5118	127	18	overseeing	oversee	VERB
cblr-5118	127	19	succession	succession	NOUN
cblr-5118	127	20	planning	planning	NOUN
cblr-5118	127	21	.	.	PUNCT
cblr-5118	127	22	.	.	PUNCT
cblr-5118	127	23	.	.	PUNCT
cblr-5118	128	1	[	[	X
cblr-5118	128	2	4	4	X
cblr-5118	128	3	]	]	PUNCT
cblr-5118	128	4	aligning	align	VERB
cblr-5118	128	5	key	key	ADJ
cblr-5118	128	6	executive	executive	ADJ
cblr-5118	128	7	and	and	CCONJ
cblr-5118	128	8	board	board	NOUN
cblr-5118	128	9	remuneration	remuneration	NOUN
cblr-5118	128	10	with	with	ADP
cblr-5118	128	11	mccahery	mccahery	NOUN
cblr-5118	128	12	&	&	CCONJ
cblr-5118	128	13	erik	erik	PROPN
cblr-5118	128	14	p.m.	p.m.	PROPN
cblr-5118	129	1	vermeulen	vermeulen	PROPN
cblr-5118	129	2	,	,	PUNCT
cblr-5118	129	3	understanding	understand	VERB
cblr-5118	129	4	the	the	DET
cblr-5118	129	5	board	board	NOUN
cblr-5118	129	6	of	of	ADP
cblr-5118	129	7	directors	director	NOUN
cblr-5118	129	8	after	after	ADP
cblr-5118	129	9	the	the	DET
cblr-5118	129	10	financial	financial	ADJ
cblr-5118	129	11	crisis	crisis	NOUN
cblr-5118	129	12	:	:	PUNCT
cblr-5118	129	13	some	some	DET
cblr-5118	129	14	lessons	lesson	NOUN
cblr-5118	129	15	for	for	ADP
cblr-5118	129	16	europe	europe	PROPN
cblr-5118	129	17	,	,	PUNCT
cblr-5118	129	18	41	41	NUM
cblr-5118	129	19	j.l	j.l	PROPN
cblr-5118	129	20	.	.	PROPN
cblr-5118	129	21	&	&	CCONJ
cblr-5118	129	22	soc’y	soc’y	PROPN
cblr-5118	129	23	121	121	NUM
cblr-5118	129	24	,	,	PUNCT
cblr-5118	129	25	126	126	NUM
cblr-5118	129	26	(	(	PUNCT
cblr-5118	129	27	2014	2014	NUM
cblr-5118	129	28	)	)	PUNCT
cblr-5118	129	29	.	.	PUNCT
cblr-5118	130	1	27	27	NUM
cblr-5118	130	2	stephen	stephen	PROPN
cblr-5118	130	3	m.	m.	PROPN
cblr-5118	130	4	bainbridge	bainbridge	PROPN
cblr-5118	130	5	&	&	CCONJ
cblr-5118	130	6	m.	m.	PROPN
cblr-5118	130	7	todd	todd	PROPN
cblr-5118	130	8	henderson	henderson	PROPN
cblr-5118	130	9	,	,	PUNCT
cblr-5118	130	10	boards	board	NOUN
cblr-5118	130	11	-	-	PUNCT
cblr-5118	130	12	r	r	NOUN
cblr-5118	130	13	-	-	PUNCT
cblr-5118	130	14	us	we	PRON
cblr-5118	130	15	:	:	PUNCT
cblr-5118	130	16	reconceptualizing	reconceptualize	VERB
cblr-5118	130	17	corporate	corporate	ADJ
cblr-5118	130	18	boards	board	NOUN
cblr-5118	130	19	,	,	PUNCT
cblr-5118	130	20	66	66	NUM
cblr-5118	130	21	stan	stan	PROPN
cblr-5118	130	22	.	.	PUNCT
cblr-5118	131	1	l.	l.	PROPN
cblr-5118	131	2	rev	rev	PROPN
cblr-5118	131	3	.	.	PROPN
cblr-5118	131	4	1051	1051	NUM
cblr-5118	131	5	,	,	PUNCT
cblr-5118	131	6	1061	1061	NUM
cblr-5118	131	7	(	(	PUNCT
cblr-5118	131	8	2014	2014	NUM
cblr-5118	131	9	)	)	PUNCT
cblr-5118	131	10	(	(	PUNCT
cblr-5118	131	11	noting	note	VERB
cblr-5118	131	12	also	also	ADV
cblr-5118	131	13	that	that	SCONJ
cblr-5118	131	14	boards	board	NOUN
cblr-5118	131	15	are	be	AUX
cblr-5118	131	16	required	require	VERB
cblr-5118	131	17	to	to	PART
cblr-5118	131	18	approve	approve	VERB
cblr-5118	131	19	mergers	merger	NOUN
cblr-5118	131	20	and	and	CCONJ
cblr-5118	131	21	related	relate	VERB
cblr-5118	131	22	transactions	transaction	NOUN
cblr-5118	131	23	,	,	PUNCT
cblr-5118	131	24	major	major	ADJ
cblr-5118	131	25	asset	asset	NOUN
cblr-5118	131	26	sales	sale	NOUN
cblr-5118	131	27	,	,	PUNCT
cblr-5118	131	28	stock	stock	NOUN
cblr-5118	131	29	issuances	issuance	NOUN
cblr-5118	131	30	,	,	PUNCT
cblr-5118	131	31	distributions	distribution	NOUN
cblr-5118	131	32	of	of	ADP
cblr-5118	131	33	dividends	dividend	NOUN
cblr-5118	131	34	,	,	PUNCT
cblr-5118	131	35	and	and	CCONJ
cblr-5118	131	36	amendments	amendment	NOUN
cblr-5118	131	37	to	to	ADP
cblr-5118	131	38	the	the	DET
cblr-5118	131	39	articles	article	NOUN
cblr-5118	131	40	of	of	ADP
cblr-5118	131	41	incorporation	incorporation	NOUN
cblr-5118	131	42	,	,	PUNCT
cblr-5118	131	43	among	among	ADP
cblr-5118	131	44	others	other	NOUN
cblr-5118	131	45	)	)	PUNCT
cblr-5118	131	46	.	.	PUNCT
cblr-5118	132	1	28	28	NUM
cblr-5118	132	2	see	see	VERB
cblr-5118	132	3	i	i	PROPN
cblr-5118	132	4	d.	d.	PROPN
cblr-5118	132	5	;	;	PUNCT
cblr-5118	132	6	see	see	VERB
cblr-5118	132	7	also	also	ADV
cblr-5118	132	8	dallas	dallas	PROPN
cblr-5118	132	9	,	,	PUNCT
cblr-5118	132	10	supra	supra	PROPN
cblr-5118	132	11	note	note	PROPN
cblr-5118	132	12	26	26	NUM
cblr-5118	132	13	,	,	PUNCT
cblr-5118	132	14	at	at	ADP
cblr-5118	132	15	805–07	805–07	NUM
cblr-5118	132	16	.	.	PUNCT
cblr-5118	133	1	29	29	NUM
cblr-5118	133	2	bainbridge	bainbridge	PROPN
cblr-5118	133	3	,	,	PUNCT
cblr-5118	133	4	supra	supra	PROPN
cblr-5118	133	5	note	note	PROPN
cblr-5118	133	6	22	22	NUM
cblr-5118	133	7	,	,	PUNCT
cblr-5118	133	8	at	at	ADP
cblr-5118	133	9	72	72	NUM
cblr-5118	133	10	(	(	PUNCT
cblr-5118	133	11	footnote	footnote	NOUN
cblr-5118	133	12	omitted	omit	VERB
cblr-5118	133	13	)	)	PUNCT
cblr-5118	133	14	.	.	PUNCT
cblr-5118	134	1	30	30	NUM
cblr-5118	135	1	i	i	PRON
cblr-5118	135	2	d.	d.	NOUN
cblr-5118	135	3	at	at	ADP
cblr-5118	135	4	73	73	NUM
cblr-5118	135	5	;	;	PUNCT
cblr-5118	135	6	see	see	VERB
cblr-5118	135	7	also	also	ADV
cblr-5118	135	8	bainbridge	bainbridge	PROPN
cblr-5118	135	9	&	&	CCONJ
cblr-5118	135	10	henderson	henderson	PROPN
cblr-5118	135	11	,	,	PUNCT
cblr-5118	135	12	supra	supra	PROPN
cblr-5118	135	13	note	note	PROPN
cblr-5118	135	14	27	27	NUM
cblr-5118	135	15	,	,	PUNCT
cblr-5118	135	16	at	at	ADP
cblr-5118	135	17	1061	1061	NUM
cblr-5118	135	18	–	–	PUNCT
cblr-5118	135	19	62	62	NUM
cblr-5118	135	20	.	.	PUNCT
cblr-5118	136	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	136	2	(	(	PUNCT
cblr-5118	136	3	do	do	AUX
cblr-5118	136	4	not	not	PART
cblr-5118	136	5	delete	delete	VERB
cblr-5118	136	6	)	)	PUNCT
cblr-5118	136	7	1/8/2020	1/8/2020	NUM
cblr-5118	136	8	4:46	4:46	NUM
cblr-5118	136	9	pm	pm	NOUN
cblr-5118	136	10	no	no	INTJ
cblr-5118	136	11	.	.	PUNCT
cblr-5118	137	1	3:965	3:965	NUM
cblr-5118	137	2	]	]	X
cblr-5118	137	3	corporate	corporate	ADJ
cblr-5118	137	4	management	management	NOUN
cblr-5118	137	5	in	in	ADP
cblr-5118	137	6	the	the	DET
cblr-5118	137	7	age	age	NOUN
cblr-5118	137	8	of	of	ADP
cblr-5118	137	9	ai	ai	PROPN
cblr-5118	137	10	975	975	NUM
cblr-5118	137	11	the	the	DET
cblr-5118	137	12	longer	long	ADJ
cblr-5118	137	13	term	term	NOUN
cblr-5118	137	14	interests	interest	NOUN
cblr-5118	137	15	of	of	ADP
cblr-5118	137	16	the	the	DET
cblr-5118	137	17	company	company	NOUN
cblr-5118	137	18	and	and	CCONJ
cblr-5118	137	19	its	its	PRON
cblr-5118	137	20	shareholders	shareholder	NOUN
cblr-5118	137	21	.	.	PUNCT
cblr-5118	137	22	.	.	PUNCT
cblr-5118	137	23	.	.	PUNCT
cblr-5118	138	1	[	[	X
cblr-5118	138	2	5	5	X
cblr-5118	138	3	]	]	PUNCT
cblr-5118	138	4	ensuring	ensure	VERB
cblr-5118	138	5	a	a	DET
cblr-5118	138	6	formal	formal	ADJ
cblr-5118	138	7	and	and	CCONJ
cblr-5118	138	8	transparent	transparent	ADJ
cblr-5118	138	9	board	board	NOUN
cblr-5118	138	10	nomination	nomination	NOUN
cblr-5118	138	11	and	and	CCONJ
cblr-5118	138	12	election	election	NOUN
cblr-5118	138	13	process	process	NOUN
cblr-5118	138	14	.	.	PUNCT
cblr-5118	138	15	.	.	PUNCT
cblr-5118	138	16	.	.	PUNCT
cblr-5118	139	1	[	[	X
cblr-5118	139	2	6	6	NUM
cblr-5118	139	3	]	]	PUNCT
cblr-5118	139	4	monitoring	monitoring	NOUN
cblr-5118	139	5	and	and	CCONJ
cblr-5118	139	6	managing	manage	VERB
cblr-5118	139	7	potential	potential	ADJ
cblr-5118	139	8	conflicts	conflict	NOUN
cblr-5118	139	9	of	of	ADP
cblr-5118	139	10	interest	interest	NOUN
cblr-5118	139	11	of	of	ADP
cblr-5118	139	12	management	management	NOUN
cblr-5118	139	13	,	,	PUNCT
cblr-5118	139	14	board	board	NOUN
cblr-5118	139	15	members	member	NOUN
cblr-5118	139	16	and	and	CCONJ
cblr-5118	139	17	shareholders	shareholder	NOUN
cblr-5118	139	18	,	,	PUNCT
cblr-5118	139	19	including	include	VERB
cblr-5118	139	20	misuse	misuse	NOUN
cblr-5118	139	21	of	of	ADP
cblr-5118	139	22	corporate	corporate	ADJ
cblr-5118	139	23	assets	asset	NOUN
cblr-5118	139	24	and	and	CCONJ
cblr-5118	139	25	abuse	abuse	NOUN
cblr-5118	139	26	in	in	ADP
cblr-5118	139	27	related	relate	VERB
cblr-5118	139	28	party	party	NOUN
cblr-5118	139	29	transactions	transaction	NOUN
cblr-5118	139	30	.	.	PUNCT
cblr-5118	139	31	.	.	PUNCT
cblr-5118	139	32	.	.	PUNCT
cblr-5118	140	1	[	[	X
cblr-5118	140	2	7	7	X
cblr-5118	140	3	]	]	PUNCT
cblr-5118	140	4	ensuring	ensure	VERB
cblr-5118	140	5	the	the	DET
cblr-5118	140	6	integrity	integrity	NOUN
cblr-5118	140	7	of	of	ADP
cblr-5118	140	8	the	the	DET
cblr-5118	140	9	corporation	corporation	NOUN
cblr-5118	140	10	’s	’s	PART
cblr-5118	140	11	accounting	accounting	NOUN
cblr-5118	140	12	and	and	CCONJ
cblr-5118	140	13	financial	financial	ADJ
cblr-5118	140	14	reporting	reporting	NOUN
cblr-5118	140	15	systems	system	NOUN
cblr-5118	140	16	,	,	PUNCT
cblr-5118	140	17	including	include	VERB
cblr-5118	140	18	the	the	DET
cblr-5118	140	19	independent	independent	ADJ
cblr-5118	140	20	audit	audit	NOUN
cblr-5118	140	21	,	,	PUNCT
cblr-5118	140	22	and	and	CCONJ
cblr-5118	140	23	that	that	SCONJ
cblr-5118	140	24	appropriate	appropriate	ADJ
cblr-5118	140	25	systems	system	NOUN
cblr-5118	140	26	of	of	ADP
cblr-5118	140	27	control	control	NOUN
cblr-5118	140	28	are	be	AUX
cblr-5118	140	29	in	in	ADP
cblr-5118	140	30	place	place	NOUN
cblr-5118	140	31	,	,	PUNCT
cblr-5118	140	32	in	in	ADP
cblr-5118	140	33	particular	particular	ADJ
cblr-5118	140	34	,	,	PUNCT
cblr-5118	140	35	systems	system	NOUN
cblr-5118	140	36	for	for	ADP
cblr-5118	140	37	risk	risk	NOUN
cblr-5118	140	38	management	management	NOUN
cblr-5118	140	39	,	,	PUNCT
cblr-5118	140	40	financial	financial	ADJ
cblr-5118	140	41	and	and	CCONJ
cblr-5118	140	42	operational	operational	ADJ
cblr-5118	140	43	control	control	NOUN
cblr-5118	140	44	,	,	PUNCT
cblr-5118	140	45	and	and	CCONJ
cblr-5118	140	46	compliance	compliance	NOUN
cblr-5118	140	47	with	with	ADP
cblr-5118	140	48	the	the	DET
cblr-5118	140	49	law	law	NOUN
cblr-5118	140	50	and	and	CCONJ
cblr-5118	140	51	relevant	relevant	ADJ
cblr-5118	140	52	standards	standard	NOUN
cblr-5118	140	53	.	.	PUNCT
cblr-5118	140	54	.	.	PUNCT
cblr-5118	140	55	.	.	PUNCT
cblr-5118	141	1	[	[	X
cblr-5118	141	2	8	8	X
cblr-5118	141	3	]	]	PUNCT
cblr-5118	141	4	overseeing	oversee	VERB
cblr-5118	141	5	the	the	DET
cblr-5118	141	6	process	process	NOUN
cblr-5118	141	7	of	of	ADP
cblr-5118	141	8	disclosure	disclosure	NOUN
cblr-5118	141	9	and	and	CCONJ
cblr-5118	141	10	communications	communication	NOUN
cblr-5118	141	11	.	.	PUNCT
cblr-5118	142	1	31	31	NUM
cblr-5118	142	2	a	a	DET
cblr-5118	142	3	series	series	NOUN
cblr-5118	142	4	of	of	ADP
cblr-5118	142	5	surveys	survey	NOUN
cblr-5118	142	6	conducted	conduct	VERB
cblr-5118	142	7	by	by	ADP
cblr-5118	142	8	the	the	DET
cblr-5118	142	9	consulting	consult	VERB
cblr-5118	142	10	firm	firm	NOUN
cblr-5118	142	11	mckinsey	mckinsey	NOUN
cblr-5118	142	12	&	&	CCONJ
cblr-5118	142	13	company	company	PROPN
cblr-5118	142	14	(	(	PUNCT
cblr-5118	142	15	“	"	PUNCT
cblr-5118	142	16	mckinsey	mckinsey	NOUN
cblr-5118	142	17	”	"	PUNCT
cblr-5118	142	18	)	)	PUNCT
cblr-5118	142	19	,	,	PUNCT
cblr-5118	142	20	sheds	shed	VERB
cblr-5118	142	21	further	further	ADJ
cblr-5118	142	22	light	light	NOUN
cblr-5118	142	23	from	from	ADP
cblr-5118	142	24	inside	inside	ADP
cblr-5118	142	25	the	the	DET
cblr-5118	142	26	board	board	NOUN
cblr-5118	142	27	on	on	ADP
cblr-5118	142	28	the	the	DET
cblr-5118	142	29	nature	nature	NOUN
cblr-5118	142	30	of	of	ADP
cblr-5118	142	31	directors	director	NOUN
cblr-5118	142	32	’	'	PUNCT
cblr-5118	142	33	work	work	NOUN
cblr-5118	142	34	,	,	PUNCT
cblr-5118	142	35	including	include	VERB
cblr-5118	142	36	where	where	SCONJ
cblr-5118	142	37	board	board	NOUN
cblr-5118	142	38	members	member	NOUN
cblr-5118	142	39	invest	invest	VERB
cblr-5118	142	40	their	their	PRON
cblr-5118	142	41	time	time	NOUN
cblr-5118	142	42	and	and	CCONJ
cblr-5118	142	43	,	,	PUNCT
cblr-5118	142	44	in	in	ADP
cblr-5118	142	45	total	total	NOUN
cblr-5118	142	46	,	,	PUNCT
cblr-5118	142	47	how	how	SCONJ
cblr-5118	142	48	much	much	ADJ
cblr-5118	142	49	time	time	NOUN
cblr-5118	142	50	they	they	PRON
cblr-5118	142	51	dedicate	dedicate	VERB
cblr-5118	142	52	to	to	ADP
cblr-5118	142	53	board	board	NOUN
cblr-5118	142	54	-	-	PUNCT
cblr-5118	142	55	related	relate	VERB
cblr-5118	142	56	work	work	NOUN
cblr-5118	142	57	.	.	PUNCT
cblr-5118	143	1	according	accord	VERB
cblr-5118	143	2	to	to	ADP
cblr-5118	143	3	the	the	DET
cblr-5118	143	4	most	most	ADV
cblr-5118	143	5	recent	recent	ADJ
cblr-5118	143	6	iteration	iteration	NOUN
cblr-5118	143	7	of	of	ADP
cblr-5118	143	8	the	the	DET
cblr-5118	143	9	survey	survey	NOUN
cblr-5118	143	10	,	,	PUNCT
cblr-5118	143	11	directors	director	NOUN
cblr-5118	143	12	dedicate	dedicate	VERB
cblr-5118	143	13	twenty	twenty	NUM
cblr-5118	143	14	-	-	PUNCT
cblr-5118	143	15	four	four	NUM
cblr-5118	143	16	days	day	NOUN
cblr-5118	143	17	per	per	ADP
cblr-5118	143	18	year	year	NOUN
cblr-5118	143	19	on	on	ADP
cblr-5118	143	20	board	board	NOUN
cblr-5118	143	21	matters.32	matters.32	NOUN
cblr-5118	143	22	in	in	ADP
cblr-5118	143	23	terms	term	NOUN
cblr-5118	143	24	of	of	ADP
cblr-5118	143	25	tasks	task	NOUN
cblr-5118	143	26	,	,	PUNCT
cblr-5118	143	27	board	board	NOUN
cblr-5118	143	28	members	member	NOUN
cblr-5118	143	29	spend	spend	VERB
cblr-5118	143	30	27	27	NUM
cblr-5118	143	31	%	%	NOUN
cblr-5118	143	32	of	of	ADP
cblr-5118	143	33	their	their	PRON
cblr-5118	143	34	time	time	NOUN
cblr-5118	143	35	on	on	ADP
cblr-5118	143	36	strategy	strategy	NOUN
cblr-5118	143	37	;	;	PUNCT
cblr-5118	143	38	20	20	NUM
cblr-5118	143	39	%	%	NOUN
cblr-5118	143	40	on	on	ADP
cblr-5118	143	41	performance	performance	NOUN
cblr-5118	143	42	management	management	NOUN
cblr-5118	143	43	;	;	PUNCT
cblr-5118	143	44	13	13	NUM
cblr-5118	143	45	%	%	NOUN
cblr-5118	143	46	on	on	ADP
cblr-5118	143	47	organizational	organizational	ADJ
cblr-5118	143	48	structure	structure	NOUN
cblr-5118	143	49	,	,	PUNCT
cblr-5118	143	50	culture	culture	NOUN
cblr-5118	143	51	,	,	PUNCT
cblr-5118	143	52	and	and	CCONJ
cblr-5118	143	53	talent	talent	NOUN
cblr-5118	143	54	management	management	NOUN
cblr-5118	143	55	;	;	PUNCT
cblr-5118	143	56	12	12	NUM
cblr-5118	143	57	%	%	NOUN
cblr-5118	143	58	on	on	ADP
cblr-5118	143	59	investments	investment	NOUN
cblr-5118	143	60	and	and	CCONJ
cblr-5118	143	61	mergers	merger	NOUN
cblr-5118	143	62	&	&	CCONJ
cblr-5118	143	63	acquisitions	acquisition	NOUN
cblr-5118	143	64	;	;	PUNCT
cblr-5118	143	65	10	10	NUM
cblr-5118	143	66	%	%	NOUN
cblr-5118	143	67	on	on	ADP
cblr-5118	143	68	core	core	NOUN
cblr-5118	143	69	governance	governance	NOUN
cblr-5118	143	70	and	and	CCONJ
cblr-5118	143	71	compliance	compliance	NOUN
cblr-5118	143	72	;	;	PUNCT
cblr-5118	143	73	9	9	NUM
cblr-5118	143	74	%	%	NOUN
cblr-5118	143	75	on	on	ADP
cblr-5118	143	76	risk	risk	NOUN
cblr-5118	143	77	management	management	NOUN
cblr-5118	143	78	;	;	PUNCT
cblr-5118	143	79	and	and	CCONJ
cblr-5118	143	80	9	9	NUM
cblr-5118	143	81	%	%	NOUN
cblr-5118	143	82	on	on	ADP
cblr-5118	143	83	shareholder	shareholder	NOUN
cblr-5118	143	84	and	and	CCONJ
cblr-5118	143	85	stakeholder	stakeholder	NOUN
cblr-5118	143	86	management.33	management.33	VERB
cblr-5118	143	87	the	the	DET
cblr-5118	143	88	mckinsey	mckinsey	NOUN
cblr-5118	143	89	survey	survey	NOUN
cblr-5118	143	90	also	also	ADV
cblr-5118	143	91	notes	note	VERB
cblr-5118	143	92	that	that	SCONJ
cblr-5118	143	93	the	the	DET
cblr-5118	143	94	distribution	distribution	NOUN
cblr-5118	143	95	of	of	ADP
cblr-5118	143	96	time	time	NOUN
cblr-5118	143	97	that	that	PRON
cblr-5118	143	98	boards	board	NOUN
cblr-5118	143	99	spend	spend	VERB
cblr-5118	143	100	on	on	ADP
cblr-5118	143	101	these	these	DET
cblr-5118	143	102	tasks	task	NOUN
cblr-5118	143	103	has	have	AUX
cblr-5118	143	104	been	be	AUX
cblr-5118	143	105	stable	stable	ADJ
cblr-5118	143	106	over	over	ADP
cblr-5118	143	107	the	the	DET
cblr-5118	143	108	last	last	ADJ
cblr-5118	143	109	few	few	ADJ
cblr-5118	143	110	31	31	NUM
cblr-5118	143	111	oecd	oecd	PROPN
cblr-5118	143	112	,	,	PUNCT
cblr-5118	143	113	g20	g20	PROPN
cblr-5118	143	114	/	/	SYM
cblr-5118	143	115	oecd	oecd	PROPN
cblr-5118	143	116	principles	principle	NOUN
cblr-5118	143	117	of	of	ADP
cblr-5118	143	118	corporate	corporate	ADJ
cblr-5118	143	119	governance	governance	NOUN
cblr-5118	143	120	,	,	PUNCT
cblr-5118	143	121	47–50	47–50	NUM
cblr-5118	143	122	(	(	PUNCT
cblr-5118	143	123	2015	2015	NUM
cblr-5118	143	124	)	)	PUNCT
cblr-5118	143	125	,	,	PUNCT
cblr-5118	143	126	https://www.oecd.org/daf/ca/corporate-governance-principleseng.pdf	https://www.oecd.org/daf/ca/corporate-governance-principleseng.pdf	PUNCT
cblr-5118	144	1	[	[	X
cblr-5118	144	2	https://perma.cc/3yfv-japs	https://perma.cc/3yfv-japs	X
cblr-5118	144	3	]	]	X
cblr-5118	144	4	.	.	PUNCT
cblr-5118	144	5	32	32	NUM
cblr-5118	144	6	martin	martin	PROPN
cblr-5118	144	7	hirt	hirt	PROPN
cblr-5118	144	8	,	,	PUNCT
cblr-5118	144	9	et	et	PROPN
cblr-5118	144	10	al	al	PROPN
cblr-5118	144	11	.	.	PROPN
cblr-5118	144	12	,	,	PUNCT
cblr-5118	144	13	the	the	DET
cblr-5118	144	14	board	board	NOUN
cblr-5118	144	15	perspective	perspective	NOUN
cblr-5118	144	16	:	:	PUNCT
cblr-5118	144	17	a	a	DET
cblr-5118	144	18	collection	collection	NOUN
cblr-5118	144	19	of	of	ADP
cblr-5118	144	20	mckinsey	mckinsey	NOUN
cblr-5118	144	21	insights	insight	NOUN
cblr-5118	144	22	focusing	focus	VERB
cblr-5118	144	23	on	on	ADP
cblr-5118	144	24	boards	board	NOUN
cblr-5118	144	25	of	of	ADP
cblr-5118	144	26	directors	director	NOUN
cblr-5118	144	27	,	,	PUNCT
cblr-5118	144	28	mckinsey	mckinsey	PROPN
cblr-5118	144	29	&	&	CCONJ
cblr-5118	144	30	co.	co.	PROPN
cblr-5118	144	31	,	,	PUNCT
cblr-5118	144	32	mar	mar	PROPN
cblr-5118	144	33	.	.	PROPN
cblr-5118	144	34	2018	2018	NUM
cblr-5118	144	35	,	,	PUNCT
cblr-5118	144	36	at	at	ADP
cblr-5118	144	37	49	49	NUM
cblr-5118	144	38	,	,	PUNCT
cblr-5118	144	39	https://www.mckinsey.com/~/media/mckinsey/featured%20insights/leade	https://www.mckinsey.com/~/media/mckinsey/featured%20insights/leade	NOUN
cblr-5118	144	40	rship	rship	NOUN
cblr-5118	144	41	/	/	SYM
cblr-5118	144	42	the%20board%20perspective	the%20board%20perspective	NOUN
cblr-5118	144	43	/	/	SYM
cblr-5118	144	44	issue%20number%202/2018_board%2	issue%20number%202/2018_board%2	NOUN
cblr-5118	144	45	0perspective_number_2.ashx	0perspective_number_2.ashx	PUNCT
cblr-5118	145	1	[	[	X
cblr-5118	145	2	https://perma.cc/8cjm-n223	https://perma.cc/8cjm-n223	NOUN
cblr-5118	145	3	]	]	X
cblr-5118	145	4	.	.	PUNCT
cblr-5118	146	1	33	33	NUM
cblr-5118	147	1	i	i	PRON
cblr-5118	147	2	d.	d.	PROPN
cblr-5118	147	3	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	147	4	(	(	PUNCT
cblr-5118	147	5	do	do	AUX
cblr-5118	147	6	not	not	PART
cblr-5118	147	7	delte	delte	VERB
cblr-5118	147	8	)	)	PUNCT
cblr-5118	147	9	1/8/2020	1/8/2020	NUM
cblr-5118	147	10	4:46	4:46	NUM
cblr-5118	147	11	pm	pm	NOUN
cblr-5118	147	12	976	976	NUM
cblr-5118	147	13	columbia	columbia	PROPN
cblr-5118	147	14	business	business	NOUN
cblr-5118	147	15	law	law	PROPN
cblr-5118	147	16	review	review	NOUN
cblr-5118	148	1	[	[	X
cblr-5118	148	2	vol	vol	NOUN
cblr-5118	148	3	.	.	NOUN
cblr-5118	148	4	2019	2019	NUM
cblr-5118	148	5	years	year	NOUN
cblr-5118	148	6	,	,	PUNCT
cblr-5118	148	7	with	with	ADP
cblr-5118	148	8	only	only	ADJ
cblr-5118	148	9	slight	slight	ADJ
cblr-5118	148	10	changes	change	NOUN
cblr-5118	148	11	compared	compare	VERB
cblr-5118	148	12	to	to	ADP
cblr-5118	148	13	previous	previous	ADJ
cblr-5118	148	14	years.34	years.34	PROPN
cblr-5118	148	15	thus	thus	ADV
cblr-5118	148	16	,	,	PUNCT
cblr-5118	148	17	strategy	strategy	NOUN
cblr-5118	148	18	and	and	CCONJ
cblr-5118	148	19	performance	performance	NOUN
cblr-5118	148	20	management	management	NOUN
cblr-5118	148	21	have	have	AUX
cblr-5118	148	22	been	be	AUX
cblr-5118	148	23	consistently	consistently	ADV
cblr-5118	148	24	ranked	rank	VERB
cblr-5118	148	25	as	as	SCONJ
cblr-5118	148	26	areas	area	NOUN
cblr-5118	148	27	boards	board	NOUN
cblr-5118	148	28	spend	spend	VERB
cblr-5118	148	29	the	the	DET
cblr-5118	148	30	most	most	ADJ
cblr-5118	148	31	time	time	NOUN
cblr-5118	148	32	on	on	ADP
cblr-5118	148	33	,	,	PUNCT
cblr-5118	148	34	with	with	ADP
cblr-5118	148	35	respondents	respondent	NOUN
cblr-5118	148	36	indicating	indicate	VERB
cblr-5118	148	37	that	that	SCONJ
cblr-5118	148	38	they	they	PRON
cblr-5118	148	39	would	would	AUX
cblr-5118	148	40	like	like	VERB
cblr-5118	148	41	to	to	PART
cblr-5118	148	42	spend	spend	VERB
cblr-5118	148	43	even	even	ADV
cblr-5118	148	44	more	more	ADJ
cblr-5118	148	45	time	time	NOUN
cblr-5118	148	46	on	on	ADP
cblr-5118	148	47	strategy	strategy	NOUN
cblr-5118	148	48	in	in	ADP
cblr-5118	148	49	addition	addition	NOUN
cblr-5118	148	50	to	to	ADP
cblr-5118	148	51	organizational	organizational	ADJ
cblr-5118	148	52	matters	matter	NOUN
cblr-5118	148	53	,	,	PUNCT
cblr-5118	148	54	such	such	ADJ
cblr-5118	148	55	as	as	ADP
cblr-5118	148	56	structure	structure	NOUN
cblr-5118	148	57	,	,	PUNCT
cblr-5118	148	58	culture	culture	NOUN
cblr-5118	148	59	,	,	PUNCT
cblr-5118	148	60	and	and	CCONJ
cblr-5118	148	61	talent	talent	NOUN
cblr-5118	148	62	management.35	management.35	NOUN
cblr-5118	148	63	2	2	NUM
cblr-5118	148	64	.	.	PUNCT
cblr-5118	148	65	managers	manager	NOUN
cblr-5118	148	66	boards	board	NOUN
cblr-5118	148	67	’	'	PUNCT
cblr-5118	148	68	focus	focus	VERB
cblr-5118	148	69	on	on	ADP
cblr-5118	148	70	high	high	ADJ
cblr-5118	148	71	-	-	PUNCT
cblr-5118	148	72	level	level	NOUN
cblr-5118	148	73	tasks	task	NOUN
cblr-5118	148	74	,	,	PUNCT
cblr-5118	148	75	with	with	ADP
cblr-5118	148	76	a	a	DET
cblr-5118	148	77	particular	particular	ADJ
cblr-5118	148	78	emphasis	emphasis	NOUN
cblr-5118	148	79	monitoring	monitoring	NOUN
cblr-5118	148	80	and	and	CCONJ
cblr-5118	148	81	strategy	strategy	NOUN
cblr-5118	148	82	,	,	PUNCT
cblr-5118	148	83	can	can	AUX
cblr-5118	148	84	generally	generally	ADV
cblr-5118	148	85	be	be	AUX
cblr-5118	148	86	contrasted	contrast	VERB
cblr-5118	148	87	with	with	ADP
cblr-5118	148	88	the	the	DET
cblr-5118	148	89	tasks	task	NOUN
cblr-5118	148	90	managers	manager	NOUN
cblr-5118	148	91	perform	perform	VERB
cblr-5118	148	92	.	.	PUNCT
cblr-5118	149	1	as	as	ADP
cblr-5118	149	2	in	in	ADP
cblr-5118	149	3	the	the	DET
cblr-5118	149	4	case	case	NOUN
cblr-5118	149	5	of	of	ADP
cblr-5118	149	6	boards	board	NOUN
cblr-5118	149	7	,	,	PUNCT
cblr-5118	149	8	however	however	ADV
cblr-5118	149	9	,	,	PUNCT
cblr-5118	149	10	the	the	DET
cblr-5118	149	11	law	law	NOUN
cblr-5118	149	12	again	again	ADV
cblr-5118	149	13	offers	offer	VERB
cblr-5118	149	14	only	only	ADV
cblr-5118	149	15	minimal	minimal	ADJ
cblr-5118	149	16	guidance	guidance	NOUN
cblr-5118	149	17	on	on	ADP
cblr-5118	149	18	the	the	DET
cblr-5118	149	19	role	role	NOUN
cblr-5118	149	20	and	and	CCONJ
cblr-5118	149	21	tasks	task	NOUN
cblr-5118	149	22	of	of	ADP
cblr-5118	149	23	managers.36	managers.36	NOUN
cblr-5118	149	24	to	to	PART
cblr-5118	149	25	start	start	VERB
cblr-5118	149	26	,	,	PUNCT
cblr-5118	149	27	there	there	PRON
cblr-5118	149	28	is	be	VERB
cblr-5118	149	29	no	no	DET
cblr-5118	149	30	legal	legal	ADJ
cblr-5118	149	31	definition	definition	NOUN
cblr-5118	149	32	of	of	ADP
cblr-5118	149	33	a	a	DET
cblr-5118	149	34	“	"	PUNCT
cblr-5118	149	35	manager	manager	NOUN
cblr-5118	149	36	.	.	PUNCT
cblr-5118	149	37	”	"	PUNCT
cblr-5118	150	1	in	in	ADP
cblr-5118	150	2	fact	fact	NOUN
cblr-5118	150	3	,	,	PUNCT
cblr-5118	150	4	the	the	DET
cblr-5118	150	5	term	term	NOUN
cblr-5118	150	6	is	be	AUX
cblr-5118	150	7	sometimes	sometimes	ADV
cblr-5118	150	8	broadly	broadly	ADV
cblr-5118	150	9	used	use	VERB
cblr-5118	150	10	as	as	ADP
cblr-5118	150	11	a	a	DET
cblr-5118	150	12	label	label	NOUN
cblr-5118	150	13	for	for	ADP
cblr-5118	150	14	both	both	DET
cblr-5118	150	15	directors	director	NOUN
cblr-5118	150	16	and	and	CCONJ
cblr-5118	150	17	other	other	ADJ
cblr-5118	150	18	high	high	ADJ
cblr-5118	150	19	-	-	PUNCT
cblr-5118	150	20	level	level	NOUN
cblr-5118	150	21	decisionmakers	decisionmaker	NOUN
cblr-5118	150	22	within	within	ADP
cblr-5118	150	23	corporations.37	corporations.37	NOUN
cblr-5118	150	24	that	that	PRON
cblr-5118	150	25	is	be	AUX
cblr-5118	150	26	also	also	ADV
cblr-5118	150	27	the	the	DET
cblr-5118	150	28	approach	approach	NOUN
cblr-5118	150	29	taken	take	VERB
cblr-5118	150	30	in	in	ADP
cblr-5118	150	31	later	late	ADJ
cblr-5118	150	32	sections	section	NOUN
cblr-5118	150	33	of	of	ADP
cblr-5118	150	34	this	this	DET
cblr-5118	150	35	article	article	NOUN
cblr-5118	150	36	,	,	PUNCT
cblr-5118	150	37	where	where	SCONJ
cblr-5118	150	38	the	the	DET
cblr-5118	150	39	use	use	NOUN
cblr-5118	150	40	of	of	ADP
cblr-5118	150	41	the	the	DET
cblr-5118	150	42	words	word	NOUN
cblr-5118	150	43	“	"	PUNCT
cblr-5118	150	44	managers	manager	NOUN
cblr-5118	150	45	”	"	PUNCT
cblr-5118	150	46	or	or	CCONJ
cblr-5118	150	47	“	"	PUNCT
cblr-5118	150	48	management	management	NOUN
cblr-5118	150	49	”	"	PUNCT
cblr-5118	150	50	will	will	AUX
cblr-5118	150	51	normally	normally	ADV
cblr-5118	150	52	refer	refer	VERB
cblr-5118	150	53	to	to	ADP
cblr-5118	150	54	all	all	DET
cblr-5118	150	55	individuals	individual	NOUN
cblr-5118	150	56	with	with	ADP
cblr-5118	150	57	significant	significant	ADJ
cblr-5118	150	58	leadership	leadership	NOUN
cblr-5118	150	59	and	and	CCONJ
cblr-5118	150	60	decisionmaking	decisionmake	VERB
cblr-5118	150	61	responsibility	responsibility	NOUN
cblr-5118	150	62	at	at	ADP
cblr-5118	150	63	various	various	ADJ
cblr-5118	150	64	levels	level	NOUN
cblr-5118	150	65	of	of	ADP
cblr-5118	150	66	the	the	DET
cblr-5118	150	67	corporate	corporate	ADJ
cblr-5118	150	68	hierarchy	hierarchy	NOUN
cblr-5118	150	69	.	.	PUNCT
cblr-5118	151	1	for	for	ADP
cblr-5118	151	2	the	the	DET
cblr-5118	151	3	purposes	purpose	NOUN
cblr-5118	151	4	of	of	ADP
cblr-5118	151	5	the	the	DET
cblr-5118	151	6	present	present	ADJ
cblr-5118	151	7	section	section	NOUN
cblr-5118	151	8	,	,	PUNCT
cblr-5118	151	9	however	however	ADV
cblr-5118	151	10	,	,	PUNCT
cblr-5118	151	11	the	the	DET
cblr-5118	151	12	term	term	NOUN
cblr-5118	151	13	“	"	PUNCT
cblr-5118	151	14	managers	manager	NOUN
cblr-5118	151	15	”	"	PUNCT
cblr-5118	151	16	only	only	ADV
cblr-5118	151	17	designates	designate	VERB
cblr-5118	151	18	those	those	DET
cblr-5118	151	19	individuals	individual	NOUN
cblr-5118	151	20	that	that	PRON
cblr-5118	151	21	have	have	VERB
cblr-5118	151	22	the	the	DET
cblr-5118	151	23	aforementioned	aforementioned	ADJ
cblr-5118	151	24	leadership	leadership	NOUN
cblr-5118	151	25	and	and	CCONJ
cblr-5118	151	26	decisionmaking	decisionmake	VERB
cblr-5118	151	27	attributes	attribute	NOUN
cblr-5118	151	28	but	but	CCONJ
cblr-5118	151	29	are	be	AUX
cblr-5118	151	30	not	not	PART
cblr-5118	151	31	(	(	PUNCT
cblr-5118	151	32	or	or	CCONJ
cblr-5118	151	33	,	,	PUNCT
cblr-5118	151	34	not	not	PART
cblr-5118	151	35	only	only	ADV
cblr-5118	151	36	)	)	PUNCT
cblr-5118	152	1	directors.38	directors.38	NOUN
cblr-5118	152	2	the	the	DET
cblr-5118	152	3	term	term	NOUN
cblr-5118	152	4	“	"	PUNCT
cblr-5118	152	5	managers	manager	NOUN
cblr-5118	152	6	”	"	PUNCT
cblr-5118	152	7	in	in	ADP
cblr-5118	152	8	this	this	DET
cblr-5118	152	9	sense	sense	NOUN
cblr-5118	152	10	includes	include	VERB
cblr-5118	152	11	,	,	PUNCT
cblr-5118	152	12	but	but	CCONJ
cblr-5118	152	13	is	be	AUX
cblr-5118	152	14	not	not	PART
cblr-5118	152	15	limited	limit	VERB
cblr-5118	152	16	34	34	NUM
cblr-5118	153	1	i	i	PROPN
cblr-5118	153	2	d.	d.	PROPN
cblr-5118	153	3	35	35	NUM
cblr-5118	154	1	i	i	PRON
cblr-5118	154	2	d.	d.	PROPN
cblr-5118	154	3	36	36	NUM
cblr-5118	154	4	as	as	SCONJ
cblr-5118	154	5	one	one	NUM
cblr-5118	154	6	academic	academic	NOUN
cblr-5118	154	7	observed	observe	VERB
cblr-5118	154	8	,	,	PUNCT
cblr-5118	154	9	“	"	PUNCT
cblr-5118	154	10	[	[	X
cblr-5118	154	11	i]t	i]t	NOUN
cblr-5118	154	12	is	be	AUX
cblr-5118	154	13	an	an	DET
cblr-5118	154	14	ironic	ironic	ADJ
cblr-5118	154	15	feature	feature	NOUN
cblr-5118	154	16	of	of	ADP
cblr-5118	154	17	delaware	delaware	PROPN
cblr-5118	154	18	law	law	PROPN
cblr-5118	154	19	that	that	SCONJ
cblr-5118	154	20	neither	neither	CCONJ
cblr-5118	154	21	its	its	PRON
cblr-5118	154	22	corporation	corporation	NOUN
cblr-5118	154	23	statute	statute	NOUN
cblr-5118	154	24	nor	nor	CCONJ
cblr-5118	154	25	its	its	PRON
cblr-5118	154	26	case	case	NOUN
cblr-5118	154	27	law	law	NOUN
cblr-5118	154	28	says	say	VERB
cblr-5118	154	29	very	very	ADV
cblr-5118	154	30	much	much	ADV
cblr-5118	154	31	about	about	ADP
cblr-5118	154	32	the	the	DET
cblr-5118	154	33	responsibilities	responsibility	NOUN
cblr-5118	154	34	of	of	ADP
cblr-5118	154	35	the	the	DET
cblr-5118	154	36	most	most	ADV
cblr-5118	154	37	influential	influential	ADJ
cblr-5118	154	38	actors	actor	NOUN
cblr-5118	154	39	.	.	PUNCT
cblr-5118	154	40	.	.	PUNCT
cblr-5118	154	41	.	.	PUNCT
cblr-5118	155	1	in	in	ADP
cblr-5118	155	2	corporate	corporate	ADJ
cblr-5118	155	3	affairs	affair	NOUN
cblr-5118	155	4	,	,	PUNCT
cblr-5118	155	5	i.e.	i.e.	X
cblr-5118	155	6	executive	executive	ADJ
cblr-5118	155	7	officers	officer	NOUN
cblr-5118	155	8	.	.	PUNCT
cblr-5118	155	9	”	"	PUNCT
cblr-5118	156	1	lyman	lyman	PROPN
cblr-5118	156	2	johnson	johnson	PROPN
cblr-5118	156	3	,	,	PUNCT
cblr-5118	156	4	dominance	dominance	NOUN
cblr-5118	156	5	by	by	ADP
cblr-5118	156	6	inaction	inaction	NOUN
cblr-5118	156	7	:	:	PUNCT
cblr-5118	156	8	delaware	delaware	PROPN
cblr-5118	156	9	’s	’s	PART
cblr-5118	156	10	long	long	ADJ
cblr-5118	156	11	silence	silence	NOUN
cblr-5118	156	12	on	on	ADP
cblr-5118	156	13	corporate	corporate	ADJ
cblr-5118	156	14	officers	officer	NOUN
cblr-5118	156	15	,	,	PUNCT
cblr-5118	156	16	in	in	ADP
cblr-5118	156	17	can	can	AUX
cblr-5118	156	18	delaware	delaware	PROPN
cblr-5118	156	19	be	be	AUX
cblr-5118	156	20	dethroned	dethrone	VERB
cblr-5118	156	21	?	?	PUNCT
cblr-5118	156	22	:	:	PUNCT
cblr-5118	156	23	evaluating	evaluate	VERB
cblr-5118	156	24	delaware	delaware	PROPN
cblr-5118	156	25	’s	’s	PART
cblr-5118	156	26	dominance	dominance	NOUN
cblr-5118	156	27	of	of	ADP
cblr-5118	156	28	corporate	corporate	ADJ
cblr-5118	156	29	law	law	NOUN
cblr-5118	156	30	182	182	NUM
cblr-5118	156	31	,	,	PUNCT
cblr-5118	156	32	184	184	NUM
cblr-5118	156	33	(	(	PUNCT
cblr-5118	156	34	stephen	stephen	PROPN
cblr-5118	156	35	m.	m.	PROPN
cblr-5118	156	36	bainbridge	bainbridge	PROPN
cblr-5118	156	37	et	et	PROPN
cblr-5118	156	38	al	al	PROPN
cblr-5118	156	39	.	.	PROPN
cblr-5118	156	40	,	,	PUNCT
cblr-5118	156	41	eds	eds	PROPN
cblr-5118	156	42	.	.	PROPN
cblr-5118	156	43	,	,	PUNCT
cblr-5118	156	44	2017	2017	NUM
cblr-5118	156	45	)	)	PUNCT
cblr-5118	156	46	.	.	PUNCT
cblr-5118	157	1	37	37	NUM
cblr-5118	157	2	see	see	VERB
cblr-5118	157	3	,	,	PUNCT
cblr-5118	157	4	e.g.	e.g.	ADV
cblr-5118	157	5	,	,	PUNCT
cblr-5118	157	6	robert	robert	PROPN
cblr-5118	157	7	j.	j.	PROPN
cblr-5118	157	8	rhee	rhee	PROPN
cblr-5118	157	9	,	,	PUNCT
cblr-5118	157	10	corporate	corporate	ADJ
cblr-5118	157	11	ethics	ethic	NOUN
cblr-5118	157	12	,	,	PUNCT
cblr-5118	157	13	agency	agency	NOUN
cblr-5118	157	14	,	,	PUNCT
cblr-5118	157	15	and	and	CCONJ
cblr-5118	157	16	the	the	DET
cblr-5118	157	17	theory	theory	NOUN
cblr-5118	157	18	of	of	ADP
cblr-5118	157	19	the	the	DET
cblr-5118	157	20	firm	firm	NOUN
cblr-5118	157	21	,	,	PUNCT
cblr-5118	157	22	3	3	NUM
cblr-5118	157	23	j.	j.	PROPN
cblr-5118	157	24	bus	bus	PROPN
cblr-5118	157	25	.	.	PUNCT
cblr-5118	157	26	&	&	CCONJ
cblr-5118	157	27	tech	tech	PROPN
cblr-5118	157	28	.	.	PUNCT
cblr-5118	158	1	l.	l.	PROPN
cblr-5118	158	2	309	309	NUM
cblr-5118	158	3	,	,	PUNCT
cblr-5118	158	4	312	312	NUM
cblr-5118	158	5	n.20	n.20	X
cblr-5118	158	6	(	(	PUNCT
cblr-5118	158	7	2008	2008	NUM
cblr-5118	158	8	)	)	PUNCT
cblr-5118	158	9	(	(	PUNCT
cblr-5118	158	10	defining	define	VERB
cblr-5118	158	11	managers	manager	NOUN
cblr-5118	158	12	as	as	ADP
cblr-5118	158	13	directors	director	NOUN
cblr-5118	158	14	and	and	CCONJ
cblr-5118	158	15	officers	officer	NOUN
cblr-5118	158	16	)	)	PUNCT
cblr-5118	158	17	.	.	PUNCT
cblr-5118	159	1	38	38	NUM
cblr-5118	159	2	managers	manager	NOUN
cblr-5118	159	3	may	may	AUX
cblr-5118	159	4	of	of	ADP
cblr-5118	159	5	course	course	NOUN
cblr-5118	159	6	,	,	PUNCT
cblr-5118	159	7	in	in	ADP
cblr-5118	159	8	addition	addition	NOUN
cblr-5118	159	9	to	to	ADP
cblr-5118	159	10	their	their	PRON
cblr-5118	159	11	managerial	managerial	ADJ
cblr-5118	159	12	role	role	NOUN
cblr-5118	159	13	,	,	PUNCT
cblr-5118	159	14	serve	serve	VERB
cblr-5118	159	15	on	on	ADP
cblr-5118	159	16	the	the	DET
cblr-5118	159	17	board	board	NOUN
cblr-5118	159	18	,	,	PUNCT
cblr-5118	159	19	but	but	CCONJ
cblr-5118	159	20	there	there	PRON
cblr-5118	159	21	is	be	VERB
cblr-5118	159	22	a	a	DET
cblr-5118	159	23	difference	difference	NOUN
cblr-5118	159	24	between	between	ADP
cblr-5118	159	25	acts	act	NOUN
cblr-5118	159	26	taken	take	VERB
cblr-5118	159	27	in	in	ADP
cblr-5118	159	28	their	their	PRON
cblr-5118	159	29	directorial	directorial	ADJ
cblr-5118	159	30	capacity	capacity	NOUN
cblr-5118	159	31	and	and	CCONJ
cblr-5118	159	32	their	their	PRON
cblr-5118	159	33	managerial	managerial	ADJ
cblr-5118	159	34	capacity	capacity	NOUN
cblr-5118	159	35	.	.	PUNCT
cblr-5118	160	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	160	2	(	(	PUNCT
cblr-5118	160	3	do	do	AUX
cblr-5118	160	4	not	not	PART
cblr-5118	160	5	delete	delete	VERB
cblr-5118	160	6	)	)	PUNCT
cblr-5118	160	7	1/8/2020	1/8/2020	NUM
cblr-5118	160	8	4:46	4:46	NUM
cblr-5118	160	9	pm	pm	NOUN
cblr-5118	160	10	no	no	INTJ
cblr-5118	160	11	.	.	PUNCT
cblr-5118	161	1	3:965	3:965	NUM
cblr-5118	161	2	]	]	X
cblr-5118	161	3	corporate	corporate	ADJ
cblr-5118	161	4	management	management	NOUN
cblr-5118	161	5	in	in	ADP
cblr-5118	161	6	the	the	DET
cblr-5118	161	7	age	age	NOUN
cblr-5118	161	8	of	of	ADP
cblr-5118	161	9	ai	ai	PROPN
cblr-5118	161	10	977	977	NUM
cblr-5118	161	11	to	to	ADP
cblr-5118	161	12	,	,	PUNCT
cblr-5118	161	13	corporate	corporate	ADJ
cblr-5118	161	14	officers	officer	NOUN
cblr-5118	161	15	.	.	PUNCT
cblr-5118	162	1	for	for	ADP
cblr-5118	162	2	their	their	PRON
cblr-5118	162	3	part	part	NOUN
cblr-5118	162	4	,	,	PUNCT
cblr-5118	162	5	the	the	DET
cblr-5118	162	6	dgcl	dgcl	NOUN
cblr-5118	162	7	and	and	CCONJ
cblr-5118	162	8	the	the	DET
cblr-5118	162	9	model	model	NOUN
cblr-5118	162	10	business	business	PROPN
cblr-5118	162	11	corporation	corporation	PROPN
cblr-5118	162	12	act	act	PROPN
cblr-5118	162	13	(	(	PUNCT
cblr-5118	162	14	the	the	DET
cblr-5118	162	15	“	"	PUNCT
cblr-5118	162	16	mbca	mbca	NOUN
cblr-5118	162	17	”	"	PUNCT
cblr-5118	162	18	)	)	PUNCT
cblr-5118	162	19	refer	refer	VERB
cblr-5118	162	20	to	to	ADP
cblr-5118	162	21	officers	officer	NOUN
cblr-5118	162	22	numerous	numerous	ADJ
cblr-5118	162	23	times	time	NOUN
cblr-5118	162	24	without	without	ADP
cblr-5118	162	25	elaborating	elaborate	VERB
cblr-5118	162	26	in	in	ADP
cblr-5118	162	27	any	any	DET
cblr-5118	162	28	detail	detail	NOUN
cblr-5118	162	29	on	on	ADP
cblr-5118	162	30	their	their	PRON
cblr-5118	162	31	functions.39	functions.39	NOUN
cblr-5118	162	32	in	in	ADP
cblr-5118	162	33	essence	essence	NOUN
cblr-5118	162	34	,	,	PUNCT
cblr-5118	162	35	both	both	PRON
cblr-5118	162	36	simply	simply	ADV
cblr-5118	162	37	provide	provide	VERB
cblr-5118	162	38	that	that	SCONJ
cblr-5118	162	39	corporations	corporation	NOUN
cblr-5118	162	40	shall	shall	AUX
cblr-5118	162	41	have	have	VERB
cblr-5118	162	42	officers	officer	NOUN
cblr-5118	162	43	with	with	ADP
cblr-5118	162	44	such	such	ADJ
cblr-5118	162	45	titles	title	NOUN
cblr-5118	162	46	and	and	CCONJ
cblr-5118	162	47	duties	duty	NOUN
cblr-5118	162	48	as	as	SCONJ
cblr-5118	162	49	stated	state	VERB
cblr-5118	162	50	in	in	ADP
cblr-5118	162	51	the	the	DET
cblr-5118	162	52	corporation	corporation	NOUN
cblr-5118	162	53	’s	’s	PART
cblr-5118	162	54	bylaws	bylaw	NOUN
cblr-5118	162	55	or	or	CCONJ
cblr-5118	162	56	board	board	NOUN
cblr-5118	162	57	resolutions.40	resolutions.40	AUX
cblr-5118	162	58	the	the	DET
cblr-5118	162	59	only	only	ADJ
cblr-5118	162	60	officer	officer	NOUN
cblr-5118	162	61	role	role	NOUN
cblr-5118	162	62	that	that	PRON
cblr-5118	162	63	the	the	DET
cblr-5118	162	64	dgcl	dgcl	NOUN
cblr-5118	162	65	and	and	CCONJ
cblr-5118	162	66	mbca	mbca	ADV
cblr-5118	162	67	specifically	specifically	ADV
cblr-5118	162	68	describe	describe	VERB
cblr-5118	162	69	is	be	AUX
cblr-5118	162	70	that	that	PRON
cblr-5118	162	71	of	of	ADP
cblr-5118	162	72	the	the	DET
cblr-5118	162	73	secretary	secretary	NOUN
cblr-5118	162	74	,	,	PUNCT
cblr-5118	162	75	whose	whose	DET
cblr-5118	162	76	function	function	NOUN
cblr-5118	162	77	consists	consist	VERB
cblr-5118	162	78	of	of	ADP
cblr-5118	162	79	keeping	keep	VERB
cblr-5118	162	80	and	and	CCONJ
cblr-5118	162	81	maintaining	maintain	VERB
cblr-5118	162	82	certain	certain	ADJ
cblr-5118	162	83	records	record	NOUN
cblr-5118	162	84	and	and	CCONJ
cblr-5118	162	85	the	the	DET
cblr-5118	162	86	minutes	minute	NOUN
cblr-5118	162	87	of	of	ADP
cblr-5118	162	88	directors	director	NOUN
cblr-5118	162	89	’	'	PUNCT
cblr-5118	162	90	and	and	CCONJ
cblr-5118	162	91	shareholders	shareholder	NOUN
cblr-5118	162	92	’	'	PUNCT
cblr-5118	162	93	meetings.41	meetings.41	NOUN
cblr-5118	162	94	in	in	ADP
cblr-5118	162	95	practice	practice	NOUN
cblr-5118	162	96	,	,	PUNCT
cblr-5118	162	97	of	of	ADP
cblr-5118	162	98	course	course	NOUN
cblr-5118	162	99	,	,	PUNCT
cblr-5118	162	100	most	most	ADJ
cblr-5118	162	101	corporations	corporation	NOUN
cblr-5118	162	102	choose	choose	VERB
cblr-5118	162	103	to	to	PART
cblr-5118	162	104	appoint	appoint	VERB
cblr-5118	162	105	several	several	ADJ
cblr-5118	162	106	officers	officer	NOUN
cblr-5118	162	107	.	.	PUNCT
cblr-5118	163	1	typically	typically	ADV
cblr-5118	163	2	,	,	PUNCT
cblr-5118	163	3	“	"	PUNCT
cblr-5118	163	4	the	the	DET
cblr-5118	163	5	ceo	ceo	NOUN
cblr-5118	163	6	is	be	AUX
cblr-5118	163	7	the	the	DET
cblr-5118	163	8	top	top	NOUN
cblr-5118	163	9	of	of	ADP
cblr-5118	163	10	the	the	DET
cblr-5118	163	11	hierarchy	hierarchy	NOUN
cblr-5118	163	12	;	;	PUNCT
cblr-5118	163	13	the	the	DET
cblr-5118	163	14	chief	chief	ADJ
cblr-5118	163	15	operating	operating	NOUN
cblr-5118	163	16	officer	officer	NOUN
cblr-5118	163	17	is	be	AUX
cblr-5118	163	18	the	the	DET
cblr-5118	163	19	second	second	ADJ
cblr-5118	163	20	-	-	PUNCT
cblr-5118	163	21	in	in	ADP
cblr-5118	163	22	-	-	PUNCT
cblr-5118	163	23	command	command	NOUN
cblr-5118	163	24	and	and	CCONJ
cblr-5118	163	25	in	in	ADP
cblr-5118	163	26	charge	charge	NOUN
cblr-5118	163	27	of	of	ADP
cblr-5118	163	28	general	general	ADJ
cblr-5118	163	29	operations	operation	NOUN
cblr-5118	163	30	;	;	PUNCT
cblr-5118	163	31	and	and	CCONJ
cblr-5118	163	32	the	the	DET
cblr-5118	163	33	chief	chief	ADJ
cblr-5118	163	34	financial	financial	ADJ
cblr-5118	163	35	officer	officer	NOUN
cblr-5118	163	36	is	be	AUX
cblr-5118	163	37	primarily	primarily	ADV
cblr-5118	163	38	responsible	responsible	ADJ
cblr-5118	163	39	for	for	ADP
cblr-5118	163	40	finances	finance	NOUN
cblr-5118	163	41	and	and	CCONJ
cblr-5118	163	42	financial	financial	ADJ
cblr-5118	163	43	risk	risk	NOUN
cblr-5118	163	44	.	.	PUNCT
cblr-5118	164	1	”42	”42	VERB
cblr-5118	164	2	these	these	PRON
cblr-5118	164	3	are	be	AUX
cblr-5118	164	4	the	the	DET
cblr-5118	164	5	three	three	NUM
cblr-5118	164	6	principal	principal	ADJ
cblr-5118	164	7	officer	officer	NOUN
cblr-5118	164	8	roles	role	NOUN
cblr-5118	164	9	,	,	PUNCT
cblr-5118	164	10	and	and	CCONJ
cblr-5118	164	11	the	the	DET
cblr-5118	164	12	mbca	mbca	NOUN
cblr-5118	164	13	defines	define	VERB
cblr-5118	164	14	the	the	DET
cblr-5118	164	15	individuals	individual	NOUN
cblr-5118	164	16	that	that	PRON
cblr-5118	164	17	serve	serve	VERB
cblr-5118	164	18	in	in	ADP
cblr-5118	164	19	these	these	DET
cblr-5118	164	20	roles	role	NOUN
cblr-5118	164	21	,	,	PUNCT
cblr-5118	164	22	along	along	ADP
cblr-5118	164	23	with	with	ADP
cblr-5118	164	24	“	"	PUNCT
cblr-5118	164	25	any	any	DET
cblr-5118	164	26	individual	individual	NOUN
cblr-5118	164	27	in	in	ADP
cblr-5118	164	28	charge	charge	NOUN
cblr-5118	164	29	of	of	ADP
cblr-5118	164	30	a	a	DET
cblr-5118	164	31	principal	principal	ADJ
cblr-5118	164	32	business	business	NOUN
cblr-5118	164	33	unit	unit	NOUN
cblr-5118	164	34	or	or	CCONJ
cblr-5118	164	35	function	function	NOUN
cblr-5118	164	36	,	,	PUNCT
cblr-5118	164	37	”	"	PUNCT
cblr-5118	164	38	as	as	ADP
cblr-5118	164	39	“	"	PUNCT
cblr-5118	164	40	senior	senior	ADJ
cblr-5118	164	41	executives	executive	NOUN
cblr-5118	164	42	.	.	PUNCT
cblr-5118	165	1	”43	”43	PROPN
cblr-5118	165	2	however	however	ADV
cblr-5118	165	3	,	,	PUNCT
cblr-5118	165	4	it	it	PRON
cblr-5118	165	5	is	be	AUX
cblr-5118	165	6	not	not	PART
cblr-5118	165	7	uncommon	uncommon	ADJ
cblr-5118	165	8	for	for	SCONJ
cblr-5118	165	9	corporations	corporation	NOUN
cblr-5118	165	10	to	to	PART
cblr-5118	165	11	appoint	appoint	VERB
cblr-5118	165	12	additional	additional	ADJ
cblr-5118	165	13	“	"	PUNCT
cblr-5118	165	14	chief	chief	ADJ
cblr-5118	165	15	officers	officer	NOUN
cblr-5118	165	16	”	"	PUNCT
cblr-5118	165	17	in	in	ADP
cblr-5118	165	18	a	a	DET
cblr-5118	165	19	number	number	NOUN
cblr-5118	165	20	of	of	ADP
cblr-5118	165	21	other	other	ADJ
cblr-5118	165	22	fields	field	NOUN
cblr-5118	165	23	of	of	ADP
cblr-5118	165	24	their	their	PRON
cblr-5118	165	25	business	business	NOUN
cblr-5118	165	26	,	,	PUNCT
cblr-5118	165	27	such	such	ADJ
cblr-5118	165	28	as	as	ADP
cblr-5118	165	29	information	information	NOUN
cblr-5118	165	30	or	or	CCONJ
cblr-5118	165	31	privacy.44	privacy.44	NOUN
cblr-5118	165	32	39	39	NUM
cblr-5118	165	33	see	see	VERB
cblr-5118	165	34	,	,	PUNCT
cblr-5118	165	35	e.g.	e.g.	ADV
cblr-5118	165	36	,	,	PUNCT
cblr-5118	165	37	del	del	PROPN
cblr-5118	165	38	.	.	PROPN
cblr-5118	165	39	code	code	PROPN
cblr-5118	165	40	ann	ann	PROPN
cblr-5118	165	41	.	.	PROPN
cblr-5118	165	42	,	,	PUNCT
cblr-5118	165	43	tit	tit	NOUN
cblr-5118	165	44	.	.	NOUN
cblr-5118	165	45	8	8	NUM
cblr-5118	165	46	,	,	PUNCT
cblr-5118	165	47	§	§	PROPN
cblr-5118	165	48	142(a	142(a	NUM
cblr-5118	165	49	)	)	PUNCT
cblr-5118	165	50	(	(	PUNCT
cblr-5118	165	51	2019	2019	NUM
cblr-5118	165	52	)	)	PUNCT
cblr-5118	165	53	;	;	PUNCT
cblr-5118	165	54	model	model	NOUN
cblr-5118	165	55	bus	bus	PROPN
cblr-5118	165	56	.	.	PUNCT
cblr-5118	165	57	corp	corp	PROPN
cblr-5118	165	58	.	.	PROPN
cblr-5118	165	59	act	act	PROPN
cblr-5118	165	60	§	§	PROPN
cblr-5118	165	61	§	§	PROPN
cblr-5118	165	62	8.40–8.41	8.40–8.41	NUM
cblr-5118	165	63	(	(	PUNCT
cblr-5118	165	64	am	am	NOUN
cblr-5118	165	65	.	.	PUNCT
cblr-5118	166	1	bar	bar	NOUN
cblr-5118	166	2	ass’n	ass’n	NUM
cblr-5118	166	3	2016	2016	NUM
cblr-5118	166	4	)	)	PUNCT
cblr-5118	166	5	.	.	PUNCT
cblr-5118	167	1	as	as	SCONJ
cblr-5118	167	2	one	one	NUM
cblr-5118	167	3	commentator	commentator	NOUN
cblr-5118	167	4	noted	note	VERB
cblr-5118	167	5	,	,	PUNCT
cblr-5118	167	6	the	the	DET
cblr-5118	167	7	definition	definition	NOUN
cblr-5118	167	8	of	of	ADP
cblr-5118	167	9	“	"	PUNCT
cblr-5118	167	10	officer	officer	NOUN
cblr-5118	167	11	”	"	PUNCT
cblr-5118	167	12	tends	tend	VERB
cblr-5118	167	13	to	to	PART
cblr-5118	167	14	be	be	AUX
cblr-5118	167	15	“	"	PUNCT
cblr-5118	167	16	fluid	fluid	ADJ
cblr-5118	167	17	and	and	CCONJ
cblr-5118	167	18	context	context	NOUN
cblr-5118	167	19	-	-	PUNCT
cblr-5118	167	20	specific	specific	ADJ
cblr-5118	167	21	.	.	PUNCT
cblr-5118	167	22	”	"	PUNCT
cblr-5118	168	1	verity	verity	NOUN
cblr-5118	168	2	winship	winship	NOUN
cblr-5118	168	3	,	,	PUNCT
cblr-5118	168	4	jurisdiction	jurisdiction	NOUN
cblr-5118	168	5	over	over	ADP
cblr-5118	168	6	corporate	corporate	ADJ
cblr-5118	168	7	officers	officer	NOUN
cblr-5118	168	8	and	and	CCONJ
cblr-5118	168	9	the	the	DET
cblr-5118	168	10	incoherence	incoherence	NOUN
cblr-5118	168	11	of	of	ADP
cblr-5118	168	12	implied	imply	VERB
cblr-5118	168	13	consent	consent	NOUN
cblr-5118	168	14	,	,	PUNCT
cblr-5118	168	15	2013	2013	NUM
cblr-5118	168	16	u.	u.	PROPN
cblr-5118	168	17	ill	ill	PROPN
cblr-5118	168	18	.	.	PUNCT
cblr-5118	169	1	l.	l.	PROPN
cblr-5118	169	2	rev	rev	PROPN
cblr-5118	169	3	.	.	PROPN
cblr-5118	169	4	1171	1171	NUM
cblr-5118	169	5	,	,	PUNCT
cblr-5118	169	6	1195–96	1195–96	NUM
cblr-5118	169	7	(	(	PUNCT
cblr-5118	169	8	2013	2013	NUM
cblr-5118	169	9	)	)	PUNCT
cblr-5118	169	10	.	.	PUNCT
cblr-5118	170	1	it	it	PRON
cblr-5118	170	2	seems	seem	VERB
cblr-5118	170	3	clear	clear	ADJ
cblr-5118	170	4	,	,	PUNCT
cblr-5118	170	5	however	however	ADV
cblr-5118	170	6	,	,	PUNCT
cblr-5118	170	7	that	that	SCONJ
cblr-5118	170	8	the	the	DET
cblr-5118	170	9	hallmark	hallmark	NOUN
cblr-5118	170	10	of	of	ADP
cblr-5118	170	11	an	an	DET
cblr-5118	170	12	officer	officer	NOUN
cblr-5118	170	13	is	be	AUX
cblr-5118	170	14	decision	decision	NOUN
cblr-5118	170	15	-	-	PUNCT
cblr-5118	170	16	making	make	VERB
cblr-5118	170	17	power	power	NOUN
cblr-5118	170	18	that	that	PRON
cblr-5118	170	19	relates	relate	VERB
cblr-5118	170	20	to	to	ADP
cblr-5118	170	21	important	important	ADJ
cblr-5118	170	22	aspects	aspect	NOUN
cblr-5118	170	23	of	of	ADP
cblr-5118	170	24	the	the	DET
cblr-5118	170	25	business	business	NOUN
cblr-5118	170	26	.	.	PUNCT
cblr-5118	171	1	see	see	VERB
cblr-5118	171	2	matthew	matthew	PROPN
cblr-5118	171	3	t.	t.	PROPN
cblr-5118	171	4	bodie	bodie	PROPN
cblr-5118	171	5	,	,	PUNCT
cblr-5118	171	6	holacracy	holacracy	NOUN
cblr-5118	171	7	and	and	CCONJ
cblr-5118	171	8	the	the	DET
cblr-5118	171	9	law	law	NOUN
cblr-5118	171	10	,	,	PUNCT
cblr-5118	171	11	42	42	NUM
cblr-5118	171	12	del	del	PROPN
cblr-5118	171	13	.	.	PROPN
cblr-5118	171	14	j.	j.	PROPN
cblr-5118	171	15	corp	corp	PROPN
cblr-5118	171	16	.	.	PROPN
cblr-5118	171	17	l.	l.	PROPN
cblr-5118	171	18	619	619	NUM
cblr-5118	171	19	,	,	PUNCT
cblr-5118	171	20	620	620	NUM
cblr-5118	171	21	(	(	PUNCT
cblr-5118	171	22	2018	2018	NUM
cblr-5118	171	23	)	)	PUNCT
cblr-5118	171	24	(	(	PUNCT
cblr-5118	171	25	“	"	PUNCT
cblr-5118	171	26	officers	officer	NOUN
cblr-5118	171	27	.	.	PUNCT
cblr-5118	171	28	.	.	PUNCT
cblr-5118	171	29	.	.	PUNCT
cblr-5118	172	1	control	control	VERB
cblr-5118	172	2	the	the	DET
cblr-5118	172	3	actual	actual	ADJ
cblr-5118	172	4	workings	working	NOUN
cblr-5118	172	5	of	of	ADP
cblr-5118	172	6	the	the	DET
cblr-5118	172	7	corporation	corporation	NOUN
cblr-5118	172	8	.	.	PUNCT
cblr-5118	172	9	”	"	PUNCT
cblr-5118	172	10	)	)	PUNCT
cblr-5118	172	11	.	.	PUNCT
cblr-5118	173	1	40	40	NUM
cblr-5118	173	2	§	§	PROPN
cblr-5118	173	3	142(a	142(a	PROPN
cblr-5118	173	4	)	)	PUNCT
cblr-5118	173	5	;	;	PUNCT
cblr-5118	174	1	§	§	PROPN
cblr-5118	174	2	§	§	PROPN
cblr-5118	174	3	8.40–8.41	8.40–8.41	NUM
cblr-5118	174	4	.	.	PUNCT
cblr-5118	175	1	while	while	SCONJ
cblr-5118	175	2	the	the	DET
cblr-5118	175	3	dgcl	dgcl	NOUN
cblr-5118	175	4	seems	seem	VERB
cblr-5118	175	5	to	to	PART
cblr-5118	175	6	assume	assume	VERB
cblr-5118	175	7	that	that	SCONJ
cblr-5118	175	8	corporations	corporation	NOUN
cblr-5118	175	9	will	will	AUX
cblr-5118	175	10	have	have	AUX
cblr-5118	175	11	officers	officer	NOUN
cblr-5118	175	12	—	—	PUNCT
cblr-5118	175	13	referring	refer	VERB
cblr-5118	175	14	to	to	ADP
cblr-5118	175	15	them	they	PRON
cblr-5118	175	16	no	no	ADV
cblr-5118	175	17	less	less	ADJ
cblr-5118	175	18	than	than	ADP
cblr-5118	175	19	167	167	NUM
cblr-5118	175	20	times	time	NOUN
cblr-5118	175	21	—	—	PUNCT
cblr-5118	175	22	its	its	PRON
cblr-5118	175	23	§	§	PROPN
cblr-5118	175	24	142(d	142(d	NUM
cblr-5118	175	25	)	)	PUNCT
cblr-5118	175	26	also	also	ADV
cblr-5118	175	27	provides	provide	VERB
cblr-5118	175	28	that	that	SCONJ
cblr-5118	175	29	“	"	PUNCT
cblr-5118	175	30	[	[	X
cblr-5118	175	31	a	a	X
cblr-5118	175	32	]	]	X
cblr-5118	175	33	failure	failure	NOUN
cblr-5118	175	34	to	to	PART
cblr-5118	175	35	elect	elect	VERB
cblr-5118	175	36	officers	officer	NOUN
cblr-5118	175	37	shall	shall	AUX
cblr-5118	175	38	not	not	PART
cblr-5118	175	39	dissolve	dissolve	VERB
cblr-5118	175	40	or	or	CCONJ
cblr-5118	175	41	otherwise	otherwise	ADV
cblr-5118	175	42	affect	affect	VERB
cblr-5118	175	43	the	the	DET
cblr-5118	175	44	corporation	corporation	NOUN
cblr-5118	175	45	.	.	PUNCT
cblr-5118	175	46	”	"	PUNCT
cblr-5118	176	1	del	del	PROPN
cblr-5118	176	2	.	.	PROPN
cblr-5118	176	3	code	code	PROPN
cblr-5118	176	4	ann	ann	PROPN
cblr-5118	176	5	.	.	PROPN
cblr-5118	176	6	,	,	PUNCT
cblr-5118	176	7	tit	tit	NOUN
cblr-5118	176	8	.	.	NOUN
cblr-5118	176	9	8	8	NUM
cblr-5118	176	10	,	,	PUNCT
cblr-5118	176	11	§	§	PROPN
cblr-5118	176	12	142(d	142(d	NUM
cblr-5118	176	13	)	)	PUNCT
cblr-5118	176	14	.	.	PUNCT
cblr-5118	177	1	a	a	DET
cblr-5118	177	2	delaware	delaware	PROPN
cblr-5118	177	3	corporation	corporation	NOUN
cblr-5118	177	4	could	could	AUX
cblr-5118	177	5	therefore	therefore	ADV
cblr-5118	177	6	operate	operate	VERB
cblr-5118	177	7	without	without	ADP
cblr-5118	177	8	any	any	DET
cblr-5118	177	9	officers	officer	NOUN
cblr-5118	177	10	.	.	PUNCT
cblr-5118	178	1	41	41	NUM
cblr-5118	178	2	§	§	PROPN
cblr-5118	178	3	142(a	142(a	PROPN
cblr-5118	178	4	)	)	PUNCT
cblr-5118	178	5	;	;	PUNCT
cblr-5118	178	6	§	§	PROPN
cblr-5118	178	7	8.40(c	8.40(c	PROPN
cblr-5118	178	8	)	)	PUNCT
cblr-5118	178	9	.	.	PUNCT
cblr-5118	179	1	42	42	NUM
cblr-5118	179	2	bodie	bodie	PROPN
cblr-5118	179	3	,	,	PUNCT
cblr-5118	179	4	supra	supra	PROPN
cblr-5118	179	5	note	note	NOUN
cblr-5118	179	6	39	39	NUM
cblr-5118	179	7	,	,	PUNCT
cblr-5118	179	8	at	at	ADP
cblr-5118	179	9	653	653	NUM
cblr-5118	179	10	.	.	PUNCT
cblr-5118	179	11	43	43	NUM
cblr-5118	179	12	model	model	NOUN
cblr-5118	179	13	bus	bus	NOUN
cblr-5118	179	14	.	.	PUNCT
cblr-5118	180	1	corp	corp	PROPN
cblr-5118	180	2	.	.	PROPN
cblr-5118	180	3	act	act	PROPN
cblr-5118	180	4	§	§	PROPN
cblr-5118	180	5	13.01(8	13.01(8	NUM
cblr-5118	180	6	)	)	PUNCT
cblr-5118	180	7	(	(	PUNCT
cblr-5118	180	8	am	be	AUX
cblr-5118	180	9	.	.	PUNCT
cblr-5118	181	1	bar	bar	NOUN
cblr-5118	181	2	ass’n	ass’n	NUM
cblr-5118	181	3	2016	2016	NUM
cblr-5118	181	4	)	)	PUNCT
cblr-5118	181	5	.	.	PUNCT
cblr-5118	182	1	44	44	NUM
cblr-5118	182	2	bodie	bodie	PROPN
cblr-5118	182	3	,	,	PUNCT
cblr-5118	182	4	supra	supra	PROPN
cblr-5118	182	5	note	note	NOUN
cblr-5118	182	6	39	39	NUM
cblr-5118	182	7	,	,	PUNCT
cblr-5118	182	8	at	at	ADP
cblr-5118	182	9	653	653	NUM
cblr-5118	182	10	.	.	PUNCT
cblr-5118	182	11	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	182	12	(	(	PUNCT
cblr-5118	182	13	do	do	AUX
cblr-5118	182	14	not	not	PART
cblr-5118	182	15	delte	delte	VERB
cblr-5118	182	16	)	)	PUNCT
cblr-5118	182	17	1/8/2020	1/8/2020	NUM
cblr-5118	182	18	4:46	4:46	NUM
cblr-5118	182	19	pm	pm	NOUN
cblr-5118	182	20	978	978	NUM
cblr-5118	182	21	columbia	columbia	PROPN
cblr-5118	182	22	business	business	NOUN
cblr-5118	182	23	law	law	PROPN
cblr-5118	182	24	review	review	NOUN
cblr-5118	182	25	[	[	X
cblr-5118	182	26	vol	vol	NOUN
cblr-5118	182	27	.	.	PUNCT
cblr-5118	182	28	2019	2019	NUM
cblr-5118	182	29	despite	despite	SCONJ
cblr-5118	182	30	their	their	PRON
cblr-5118	182	31	sparse	sparse	ADJ
cblr-5118	182	32	treatment	treatment	NOUN
cblr-5118	182	33	in	in	ADP
cblr-5118	182	34	corporate	corporate	ADJ
cblr-5118	182	35	statutes	statute	NOUN
cblr-5118	182	36	,	,	PUNCT
cblr-5118	182	37	the	the	DET
cblr-5118	182	38	importance	importance	NOUN
cblr-5118	182	39	of	of	ADP
cblr-5118	182	40	managers	manager	NOUN
cblr-5118	182	41	is	be	AUX
cblr-5118	182	42	of	of	ADP
cblr-5118	182	43	course	course	NOUN
cblr-5118	182	44	broadly	broadly	ADV
cblr-5118	182	45	recognized	recognize	VERB
cblr-5118	182	46	.	.	PUNCT
cblr-5118	183	1	indeed	indeed	ADV
cblr-5118	183	2	,	,	PUNCT
cblr-5118	183	3	given	give	VERB
cblr-5118	183	4	that	that	SCONJ
cblr-5118	183	5	officers	officer	NOUN
cblr-5118	183	6	carry	carry	VERB
cblr-5118	183	7	out	out	ADP
cblr-5118	183	8	important	important	ADJ
cblr-5118	183	9	managerial	managerial	ADJ
cblr-5118	183	10	responsibilities	responsibility	NOUN
cblr-5118	183	11	,	,	PUNCT
cblr-5118	183	12	they	they	PRON
cblr-5118	183	13	have	have	VERB
cblr-5118	183	14	a	a	DET
cblr-5118	183	15	dominant	dominant	ADJ
cblr-5118	183	16	role	role	NOUN
cblr-5118	183	17	in	in	ADP
cblr-5118	183	18	corporate	corporate	ADJ
cblr-5118	183	19	leadership	leadership	NOUN
cblr-5118	183	20	and	and	CCONJ
cblr-5118	183	21	“	"	PUNCT
cblr-5118	183	22	exert	exert	VERB
cblr-5118	183	23	[	[	X
cblr-5118	183	24	]	]	X
cblr-5118	183	25	immense	immense	ADJ
cblr-5118	183	26	power	power	NOUN
cblr-5118	183	27	and	and	CCONJ
cblr-5118	183	28	influence	influence	NOUN
cblr-5118	183	29	over	over	ADP
cblr-5118	183	30	the	the	DET
cblr-5118	183	31	corporation	corporation	NOUN
cblr-5118	183	32	.	.	PUNCT
cblr-5118	184	1	”45	”45	PROPN
cblr-5118	184	2	in	in	ADP
cblr-5118	184	3	defining	define	VERB
cblr-5118	184	4	managerial	managerial	ADJ
cblr-5118	184	5	leadership	leadership	NOUN
cblr-5118	184	6	in	in	ADP
cblr-5118	184	7	terms	term	NOUN
cblr-5118	184	8	of	of	ADP
cblr-5118	184	9	more	more	ADV
cblr-5118	184	10	specific	specific	ADJ
cblr-5118	184	11	tasks	task	NOUN
cblr-5118	184	12	,	,	PUNCT
cblr-5118	184	13	one	one	PRON
cblr-5118	184	14	can	can	AUX
cblr-5118	184	15	still	still	ADV
cblr-5118	184	16	refer	refer	VERB
cblr-5118	184	17	to	to	ADP
cblr-5118	184	18	peter	peter	PROPN
cblr-5118	184	19	drucker	drucker	PROPN
cblr-5118	184	20	’s	’s	PART
cblr-5118	184	21	classic	classic	ADJ
cblr-5118	184	22	description	description	NOUN
cblr-5118	184	23	of	of	ADP
cblr-5118	184	24	the	the	DET
cblr-5118	184	25	“	"	PUNCT
cblr-5118	184	26	five	five	NUM
cblr-5118	184	27	basic	basic	ADJ
cblr-5118	184	28	operations	operation	NOUN
cblr-5118	184	29	in	in	ADP
cblr-5118	184	30	the	the	DET
cblr-5118	184	31	work	work	NOUN
cblr-5118	184	32	of	of	ADP
cblr-5118	184	33	a	a	DET
cblr-5118	184	34	manager	manager	NOUN
cblr-5118	184	35	.	.	PUNCT
cblr-5118	185	1	”46	”46	VERB
cblr-5118	185	2	according	accord	VERB
cblr-5118	185	3	to	to	ADP
cblr-5118	185	4	drucker	drucker	NOUN
cblr-5118	185	5	,	,	PUNCT
cblr-5118	185	6	managerial	managerial	ADJ
cblr-5118	185	7	work	work	NOUN
cblr-5118	185	8	focuses	focus	VERB
cblr-5118	185	9	on	on	ADP
cblr-5118	185	10	the	the	DET
cblr-5118	185	11	following	follow	VERB
cblr-5118	185	12	areas	area	NOUN
cblr-5118	185	13	:	:	PUNCT
cblr-5118	185	14	(	(	PUNCT
cblr-5118	185	15	1	1	X
cblr-5118	185	16	)	)	PUNCT
cblr-5118	185	17	setting	set	VERB
cblr-5118	185	18	goals	goal	NOUN
cblr-5118	185	19	and	and	CCONJ
cblr-5118	185	20	objectives	objective	NOUN
cblr-5118	185	21	—	—	PUNCT
cblr-5118	185	22	managers	manager	NOUN
cblr-5118	185	23	decide	decide	VERB
cblr-5118	185	24	what	what	PRON
cblr-5118	185	25	needs	need	VERB
cblr-5118	185	26	to	to	PART
cblr-5118	185	27	be	be	AUX
cblr-5118	185	28	done	do	VERB
cblr-5118	185	29	to	to	PART
cblr-5118	185	30	reach	reach	VERB
cblr-5118	185	31	them	they	PRON
cblr-5118	185	32	,	,	PUNCT
cblr-5118	185	33	and	and	CCONJ
cblr-5118	185	34	communicates	communicate	VERB
cblr-5118	185	35	them	they	PRON
cblr-5118	185	36	to	to	ADP
cblr-5118	185	37	the	the	DET
cblr-5118	185	38	people	people	NOUN
cblr-5118	185	39	whose	whose	DET
cblr-5118	185	40	performance	performance	NOUN
cblr-5118	185	41	is	be	AUX
cblr-5118	185	42	needed	need	VERB
cblr-5118	185	43	to	to	PART
cblr-5118	185	44	attain	attain	VERB
cblr-5118	185	45	them	they	PRON
cblr-5118	185	46	;	;	PUNCT
cblr-5118	185	47	(	(	PUNCT
cblr-5118	185	48	2	2	X
cblr-5118	185	49	)	)	PUNCT
cblr-5118	185	50	organization	organization	NOUN
cblr-5118	185	51	of	of	ADP
cblr-5118	185	52	work	work	NOUN
cblr-5118	185	53	—	—	PUNCT
cblr-5118	185	54	managers	manager	NOUN
cblr-5118	185	55	analyze	analyze	VERB
cblr-5118	185	56	activities	activity	NOUN
cblr-5118	185	57	,	,	PUNCT
cblr-5118	185	58	decisions	decision	NOUN
cblr-5118	185	59	,	,	PUNCT
cblr-5118	185	60	and	and	CCONJ
cblr-5118	185	61	relations	relation	NOUN
cblr-5118	185	62	;	;	PUNCT
cblr-5118	185	63	classify	classify	VERB
cblr-5118	185	64	and	and	CCONJ
cblr-5118	185	65	divide	divide	VERB
cblr-5118	185	66	work	work	NOUN
cblr-5118	185	67	into	into	ADP
cblr-5118	185	68	manageable	manageable	ADJ
cblr-5118	185	69	activities	activity	NOUN
cblr-5118	185	70	and	and	CCONJ
cblr-5118	185	71	jobs	job	NOUN
cblr-5118	185	72	;	;	PUNCT
cblr-5118	185	73	group	group	NOUN
cblr-5118	185	74	units	unit	NOUN
cblr-5118	185	75	and	and	CCONJ
cblr-5118	185	76	jobs	job	NOUN
cblr-5118	185	77	into	into	ADP
cblr-5118	185	78	organized	organize	VERB
cblr-5118	185	79	structures	structure	NOUN
cblr-5118	185	80	;	;	PUNCT
cblr-5118	185	81	and	and	CCONJ
cblr-5118	185	82	select	select	VERB
cblr-5118	185	83	people	people	NOUN
cblr-5118	185	84	for	for	ADP
cblr-5118	185	85	the	the	DET
cblr-5118	185	86	management	management	NOUN
cblr-5118	185	87	of	of	ADP
cblr-5118	185	88	units	unit	NOUN
cblr-5118	185	89	and	and	CCONJ
cblr-5118	185	90	for	for	ADP
cblr-5118	185	91	the	the	DET
cblr-5118	185	92	jobs	job	NOUN
cblr-5118	185	93	to	to	PART
cblr-5118	185	94	be	be	AUX
cblr-5118	185	95	done	do	VERB
cblr-5118	185	96	;	;	PUNCT
cblr-5118	185	97	(	(	PUNCT
cblr-5118	185	98	3	3	X
cblr-5118	185	99	)	)	PUNCT
cblr-5118	185	100	motivation	motivation	NOUN
cblr-5118	185	101	and	and	CCONJ
cblr-5118	185	102	communication	communication	NOUN
cblr-5118	185	103	—	—	PUNCT
cblr-5118	185	104	managers	manager	NOUN
cblr-5118	185	105	make	make	VERB
cblr-5118	185	106	teams	team	NOUN
cblr-5118	185	107	out	out	ADP
cblr-5118	185	108	of	of	ADP
cblr-5118	185	109	those	those	DET
cblr-5118	185	110	individuals	individual	NOUN
cblr-5118	185	111	who	who	PRON
cblr-5118	185	112	are	be	AUX
cblr-5118	185	113	responsible	responsible	ADJ
cblr-5118	185	114	for	for	ADP
cblr-5118	185	115	various	various	ADJ
cblr-5118	185	116	jobs	job	NOUN
cblr-5118	185	117	,	,	PUNCT
cblr-5118	185	118	using	use	VERB
cblr-5118	185	119	the	the	DET
cblr-5118	185	120	tools	tool	NOUN
cblr-5118	185	121	of	of	ADP
cblr-5118	185	122	communication	communication	NOUN
cblr-5118	185	123	in	in	ADP
cblr-5118	185	124	horizontal	horizontal	ADJ
cblr-5118	185	125	and	and	CCONJ
cblr-5118	185	126	vertical	vertical	ADJ
cblr-5118	185	127	relations	relation	NOUN
cblr-5118	185	128	and	and	CCONJ
cblr-5118	185	129	through	through	ADP
cblr-5118	185	130	“	"	PUNCT
cblr-5118	185	131	people	people	NOUN
cblr-5118	185	132	decisions	decision	NOUN
cblr-5118	185	133	”	"	PUNCT
cblr-5118	185	134	on	on	ADP
cblr-5118	185	135	pay	pay	NOUN
cblr-5118	185	136	,	,	PUNCT
cblr-5118	185	137	placement	placement	NOUN
cblr-5118	185	138	,	,	PUNCT
cblr-5118	185	139	and	and	CCONJ
cblr-5118	185	140	promotion	promotion	NOUN
cblr-5118	185	141	;	;	PUNCT
cblr-5118	185	142	(	(	PUNCT
cblr-5118	185	143	4	4	X
cblr-5118	185	144	)	)	PUNCT
cblr-5118	185	145	measurement	measurement	NOUN
cblr-5118	185	146	—	—	PUNCT
cblr-5118	185	147	managers	manager	NOUN
cblr-5118	185	148	establish	establish	VERB
cblr-5118	185	149	targets	target	NOUN
cblr-5118	185	150	and	and	CCONJ
cblr-5118	185	151	yardsticks	yardstick	NOUN
cblr-5118	185	152	;	;	PUNCT
cblr-5118	185	153	analyze	analyze	NOUN
cblr-5118	185	154	,	,	PUNCT
cblr-5118	185	155	appraise	appraise	NOUN
cblr-5118	185	156	,	,	PUNCT
cblr-5118	185	157	and	and	CCONJ
cblr-5118	185	158	interpret	interpret	VERB
cblr-5118	185	159	performance	performance	NOUN
cblr-5118	185	160	,	,	PUNCT
cblr-5118	185	161	and	and	CCONJ
cblr-5118	185	162	communicate	communicate	VERB
cblr-5118	185	163	the	the	DET
cblr-5118	185	164	related	related	ADJ
cblr-5118	185	165	meaning	meaning	NOUN
cblr-5118	185	166	and	and	CCONJ
cblr-5118	185	167	outcomes	outcome	NOUN
cblr-5118	185	168	to	to	ADP
cblr-5118	185	169	employees	employee	NOUN
cblr-5118	185	170	;	;	PUNCT
cblr-5118	185	171	(	(	PUNCT
cblr-5118	185	172	5	5	X
cblr-5118	185	173	)	)	PUNCT
cblr-5118	185	174	developing	develop	VERB
cblr-5118	185	175	people	people	NOUN
cblr-5118	185	176	—	—	PUNCT
cblr-5118	185	177	both	both	CCONJ
cblr-5118	185	178	in	in	ADP
cblr-5118	185	179	relation	relation	NOUN
cblr-5118	185	180	to	to	ADP
cblr-5118	185	181	others	other	NOUN
cblr-5118	185	182	and	and	CCONJ
cblr-5118	185	183	themselves.47	themselves.47	NOUN
cblr-5118	185	184	to	to	PART
cblr-5118	185	185	be	be	AUX
cblr-5118	185	186	sure	sure	ADJ
cblr-5118	185	187	,	,	PUNCT
cblr-5118	185	188	managerial	managerial	ADJ
cblr-5118	185	189	tasks	task	NOUN
cblr-5118	185	190	differ	differ	VERB
cblr-5118	185	191	depending	depend	VERB
cblr-5118	185	192	on	on	ADP
cblr-5118	185	193	the	the	DET
cblr-5118	185	194	individual	individual	NOUN
cblr-5118	185	195	’s	’s	PART
cblr-5118	185	196	specific	specific	ADJ
cblr-5118	185	197	job	job	NOUN
cblr-5118	185	198	description	description	NOUN
cblr-5118	185	199	,	,	PUNCT
cblr-5118	185	200	seniority	seniority	NOUN
cblr-5118	185	201	within	within	ADP
cblr-5118	185	202	the	the	DET
cblr-5118	185	203	organization	organization	NOUN
cblr-5118	185	204	,	,	PUNCT
cblr-5118	185	205	and	and	CCONJ
cblr-5118	185	206	the	the	DET
cblr-5118	185	207	size	size	NOUN
cblr-5118	185	208	and	and	CCONJ
cblr-5118	185	209	nature	nature	NOUN
cblr-5118	185	210	of	of	ADP
cblr-5118	185	211	the	the	DET
cblr-5118	185	212	business	business	NOUN
cblr-5118	185	213	they	they	PRON
cblr-5118	185	214	work	work	VERB
cblr-5118	185	215	for	for	ADP
cblr-5118	185	216	.	.	PUNCT
cblr-5118	186	1	for	for	ADP
cblr-5118	186	2	example	example	NOUN
cblr-5118	186	3	,	,	PUNCT
cblr-5118	186	4	for	for	ADP
cblr-5118	186	5	officers	officer	NOUN
cblr-5118	186	6	who	who	PRON
cblr-5118	186	7	are	be	AUX
cblr-5118	186	8	the	the	DET
cblr-5118	186	9	highest	high	ADJ
cblr-5118	186	10	ranking	ranking	ADJ
cblr-5118	186	11	managers	manager	NOUN
cblr-5118	186	12	of	of	ADP
cblr-5118	186	13	a	a	DET
cblr-5118	186	14	corporation	corporation	NOUN
cblr-5118	186	15	,	,	PUNCT
cblr-5118	186	16	typical	typical	ADJ
cblr-5118	186	17	tasks	task	NOUN
cblr-5118	186	18	include	include	VERB
cblr-5118	186	19	“	"	PUNCT
cblr-5118	186	20	entering	enter	VERB
cblr-5118	186	21	into	into	ADP
cblr-5118	186	22	ordinary	ordinary	ADJ
cblr-5118	186	23	business	business	NOUN
cblr-5118	186	24	transactions	transaction	NOUN
cblr-5118	186	25	,	,	PUNCT
cblr-5118	186	26	devising	devise	VERB
cblr-5118	186	27	business	business	NOUN
cblr-5118	186	28	strategies	strategy	NOUN
cblr-5118	186	29	,	,	PUNCT
cblr-5118	186	30	setting	set	VERB
cblr-5118	186	31	business	business	NOUN
cblr-5118	186	32	goals	goal	NOUN
cblr-5118	186	33	,	,	PUNCT
cblr-5118	186	34	managing	manage	VERB
cblr-5118	186	35	risks	risk	NOUN
cblr-5118	186	36	,	,	PUNCT
cblr-5118	186	37	and	and	CCONJ
cblr-5118	186	38	generally	generally	ADV
cblr-5118	186	39	working	work	VERB
cblr-5118	186	40	with	with	ADP
cblr-5118	186	41	subordinates	subordinate	NOUN
cblr-5118	186	42	to	to	ADP
cblr-5118	186	43	‘	'	PUNCT
cblr-5118	186	44	[	[	X
cblr-5118	186	45	p]lan	p]lan	X
cblr-5118	186	46	,	,	PUNCT
cblr-5118	186	47	direct	direct	ADJ
cblr-5118	186	48	,	,	PUNCT
cblr-5118	186	49	or	or	CCONJ
cblr-5118	186	50	coordinate	coordinate	VERB
cblr-5118	186	51	operational	operational	ADJ
cblr-5118	186	52	45	45	NUM
cblr-5118	186	53	megan	megan	NOUN
cblr-5118	186	54	wischmeier	wischmeier	PROPN
cblr-5118	186	55	shaner	shaner	NOUN
cblr-5118	186	56	,	,	PUNCT
cblr-5118	186	57	officer	officer	NOUN
cblr-5118	186	58	accountability	accountability	NOUN
cblr-5118	186	59	,	,	PUNCT
cblr-5118	186	60	32	32	NUM
cblr-5118	186	61	ga	ga	PROPN
cblr-5118	186	62	.	.	PUNCT
cblr-5118	186	63	st	st	PROPN
cblr-5118	186	64	.	.	PROPN
cblr-5118	186	65	u.	u.	PROPN
cblr-5118	186	66	l.	l.	PROPN
cblr-5118	186	67	rev	rev	PROPN
cblr-5118	186	68	.	.	PROPN
cblr-5118	186	69	357	357	NUM
cblr-5118	186	70	,	,	PUNCT
cblr-5118	186	71	367	367	NUM
cblr-5118	186	72	(	(	PUNCT
cblr-5118	186	73	2016	2016	NUM
cblr-5118	186	74	)	)	PUNCT
cblr-5118	186	75	.	.	PUNCT
cblr-5118	187	1	46	46	NUM
cblr-5118	187	2	peter	peter	PROPN
cblr-5118	187	3	f.	f.	PROPN
cblr-5118	187	4	drucker	drucker	PROPN
cblr-5118	187	5	,	,	PUNCT
cblr-5118	187	6	management	management	NOUN
cblr-5118	187	7	:	:	PUNCT
cblr-5118	187	8	tasks	task	NOUN
cblr-5118	187	9	,	,	PUNCT
cblr-5118	187	10	responsibilities	responsibility	NOUN
cblr-5118	187	11	,	,	PUNCT
cblr-5118	187	12	practices	practice	VERB
cblr-5118	187	13	400	400	NUM
cblr-5118	187	14	(	(	PUNCT
cblr-5118	187	15	1974	1974	NUM
cblr-5118	187	16	)	)	PUNCT
cblr-5118	187	17	.	.	PUNCT
cblr-5118	188	1	47	47	NUM
cblr-5118	189	1	i	i	PRON
cblr-5118	189	2	d.	d.	PROPN
cblr-5118	189	3	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	189	4	(	(	PUNCT
cblr-5118	189	5	do	do	AUX
cblr-5118	189	6	not	not	PART
cblr-5118	189	7	delete	delete	VERB
cblr-5118	189	8	)	)	PUNCT
cblr-5118	189	9	1/8/2020	1/8/2020	NUM
cblr-5118	189	10	4:46	4:46	NUM
cblr-5118	189	11	pm	pm	NOUN
cblr-5118	189	12	no	no	INTJ
cblr-5118	189	13	.	.	PUNCT
cblr-5118	190	1	3:965	3:965	NUM
cblr-5118	190	2	]	]	X
cblr-5118	190	3	corporate	corporate	ADJ
cblr-5118	190	4	management	management	NOUN
cblr-5118	190	5	in	in	ADP
cblr-5118	190	6	the	the	DET
cblr-5118	190	7	age	age	NOUN
cblr-5118	190	8	of	of	ADP
cblr-5118	190	9	ai	ai	VERB
cblr-5118	190	10	979	979	NUM
cblr-5118	190	11	activities	activity	NOUN
cblr-5118	190	12	.	.	PUNCT
cblr-5118	191	1	’”48	’”48	X
cblr-5118	191	2	conversely	conversely	ADV
cblr-5118	191	3	,	,	PUNCT
cblr-5118	191	4	a	a	DET
cblr-5118	191	5	lower	low	ADJ
cblr-5118	191	6	-	-	PUNCT
cblr-5118	191	7	level	level	NOUN
cblr-5118	191	8	,	,	PUNCT
cblr-5118	191	9	non	non	ADJ
cblr-5118	191	10	-	-	ADJ
cblr-5118	191	11	officer	officer	ADJ
cblr-5118	191	12	manager	manager	NOUN
cblr-5118	191	13	might	might	AUX
cblr-5118	191	14	be	be	AUX
cblr-5118	191	15	in	in	ADP
cblr-5118	191	16	charge	charge	NOUN
cblr-5118	191	17	of	of	ADP
cblr-5118	191	18	managing	manage	VERB
cblr-5118	191	19	a	a	DET
cblr-5118	191	20	smaller	small	ADJ
cblr-5118	191	21	business	business	NOUN
cblr-5118	191	22	division	division	NOUN
cblr-5118	191	23	or	or	CCONJ
cblr-5118	191	24	branch	branch	NOUN
cblr-5118	191	25	,	,	PUNCT
cblr-5118	191	26	organizing	organize	VERB
cblr-5118	191	27	work	work	NOUN
cblr-5118	191	28	schedules	schedule	NOUN
cblr-5118	191	29	,	,	PUNCT
cblr-5118	191	30	or	or	CCONJ
cblr-5118	191	31	focusing	focus	VERB
cblr-5118	191	32	on	on	ADP
cblr-5118	191	33	customer	customer	NOUN
cblr-5118	191	34	relations	relation	NOUN
cblr-5118	191	35	,	,	PUNCT
cblr-5118	191	36	among	among	ADP
cblr-5118	191	37	other	other	ADJ
cblr-5118	191	38	responsibilities	responsibility	NOUN
cblr-5118	191	39	.	.	PUNCT
cblr-5118	192	1	nevertheless	nevertheless	ADV
cblr-5118	192	2	,	,	PUNCT
cblr-5118	192	3	there	there	PRON
cblr-5118	192	4	are	be	VERB
cblr-5118	192	5	general	general	ADJ
cblr-5118	192	6	categories	category	NOUN
cblr-5118	192	7	of	of	ADP
cblr-5118	192	8	tasks	task	NOUN
cblr-5118	192	9	that	that	PRON
cblr-5118	192	10	apply	apply	VERB
cblr-5118	192	11	to	to	ADP
cblr-5118	192	12	managers	manager	NOUN
cblr-5118	192	13	across	across	ADP
cblr-5118	192	14	all	all	DET
cblr-5118	192	15	hierarchical	hierarchical	ADJ
cblr-5118	192	16	levels	level	NOUN
cblr-5118	192	17	.	.	PUNCT
cblr-5118	193	1	in	in	ADP
cblr-5118	193	2	2016	2016	NUM
cblr-5118	193	3	,	,	PUNCT
cblr-5118	193	4	accenture	accenture	NOUN
cblr-5118	193	5	surveyed	survey	VERB
cblr-5118	193	6	1,770	1,770	NUM
cblr-5118	193	7	managers	manager	NOUN
cblr-5118	193	8	from	from	ADP
cblr-5118	193	9	fourteen	fourteen	NUM
cblr-5118	193	10	countries	country	NOUN
cblr-5118	193	11	and	and	CCONJ
cblr-5118	193	12	seventeen	seventeen	NUM
cblr-5118	193	13	different	different	ADJ
cblr-5118	193	14	industries	industry	NOUN
cblr-5118	193	15	,	,	PUNCT
cblr-5118	193	16	which	which	PRON
cblr-5118	193	17	usefully	usefully	ADV
cblr-5118	193	18	described	describe	VERB
cblr-5118	193	19	these	these	DET
cblr-5118	193	20	categories.49	categories.49	PROPN
cblr-5118	193	21	the	the	DET
cblr-5118	193	22	survey	survey	NOUN
cblr-5118	193	23	respondents	respondent	NOUN
cblr-5118	193	24	included	include	VERB
cblr-5118	193	25	managers	manager	NOUN
cblr-5118	193	26	across	across	ADP
cblr-5118	193	27	all	all	DET
cblr-5118	193	28	levels	level	NOUN
cblr-5118	193	29	,	,	PUNCT
cblr-5118	193	30	from	from	ADP
cblr-5118	193	31	an	an	DET
cblr-5118	193	32	organization	organization	NOUN
cblr-5118	193	33	’s	’s	PART
cblr-5118	193	34	top	top	ADJ
cblr-5118	193	35	management	management	NOUN
cblr-5118	193	36	group	group	NOUN
cblr-5118	193	37	to	to	ADP
cblr-5118	193	38	middle	middle	ADJ
cblr-5118	193	39	managers	manager	NOUN
cblr-5118	193	40	and	and	CCONJ
cblr-5118	193	41	front	front	ADJ
cblr-5118	193	42	-	-	PUNCT
cblr-5118	193	43	line	line	NOUN
cblr-5118	193	44	managers.50	managers.50	NOUN
cblr-5118	193	45	according	accord	VERB
cblr-5118	193	46	to	to	ADP
cblr-5118	193	47	the	the	DET
cblr-5118	193	48	survey	survey	NOUN
cblr-5118	193	49	,	,	PUNCT
cblr-5118	193	50	these	these	DET
cblr-5118	193	51	managers	manager	NOUN
cblr-5118	193	52	spent	spend	VERB
cblr-5118	193	53	54	54	NUM
cblr-5118	193	54	%	%	NOUN
cblr-5118	193	55	of	of	ADP
cblr-5118	193	56	their	their	PRON
cblr-5118	193	57	time	time	NOUN
cblr-5118	193	58	on	on	ADP
cblr-5118	193	59	administrative	administrative	ADJ
cblr-5118	193	60	coordination	coordination	NOUN
cblr-5118	193	61	and	and	CCONJ
cblr-5118	193	62	control	control	NOUN
cblr-5118	193	63	tasks	task	NOUN
cblr-5118	193	64	;	;	PUNCT
cblr-5118	193	65	30	30	NUM
cblr-5118	193	66	%	%	NOUN
cblr-5118	193	67	on	on	ADP
cblr-5118	193	68	solving	solve	VERB
cblr-5118	193	69	problems	problem	NOUN
cblr-5118	193	70	and	and	CCONJ
cblr-5118	193	71	collaborating	collaborating	NOUN
cblr-5118	193	72	;	;	PUNCT
cblr-5118	193	73	10	10	NUM
cblr-5118	193	74	%	%	NOUN
cblr-5118	193	75	on	on	ADP
cblr-5118	193	76	work	work	NOUN
cblr-5118	193	77	involving	involve	VERB
cblr-5118	193	78	strategy	strategy	NOUN
cblr-5118	193	79	and	and	CCONJ
cblr-5118	193	80	innovation	innovation	NOUN
cblr-5118	193	81	;	;	PUNCT
cblr-5118	193	82	and	and	CCONJ
cblr-5118	193	83	7	7	NUM
cblr-5118	193	84	%	%	NOUN
cblr-5118	193	85	on	on	ADP
cblr-5118	193	86	tasks	task	NOUN
cblr-5118	193	87	relating	relate	VERB
cblr-5118	193	88	to	to	ADP
cblr-5118	193	89	developing	develop	VERB
cblr-5118	193	90	people	people	NOUN
cblr-5118	193	91	and	and	CCONJ
cblr-5118	193	92	engaging	engage	VERB
cblr-5118	193	93	with	with	ADP
cblr-5118	193	94	stakeholders.51	stakeholders.51	NOUN
cblr-5118	193	95	these	these	DET
cblr-5118	193	96	results	result	NOUN
cblr-5118	193	97	,	,	PUNCT
cblr-5118	193	98	especially	especially	ADV
cblr-5118	193	99	the	the	DET
cblr-5118	193	100	insight	insight	NOUN
cblr-5118	193	101	that	that	SCONJ
cblr-5118	193	102	managers	manager	NOUN
cblr-5118	193	103	spend	spend	VERB
cblr-5118	193	104	substantial	substantial	ADJ
cblr-5118	193	105	amounts	amount	NOUN
cblr-5118	193	106	of	of	ADP
cblr-5118	193	107	time	time	NOUN
cblr-5118	193	108	on	on	ADP
cblr-5118	193	109	coordination	coordination	NOUN
cblr-5118	193	110	and	and	CCONJ
cblr-5118	193	111	control	control	NOUN
cblr-5118	193	112	tasks	task	NOUN
cblr-5118	193	113	,	,	PUNCT
cblr-5118	193	114	are	be	AUX
cblr-5118	193	115	important	important	ADJ
cblr-5118	193	116	to	to	PART
cblr-5118	193	117	keep	keep	VERB
cblr-5118	193	118	in	in	ADP
cblr-5118	193	119	mind	mind	NOUN
cblr-5118	193	120	given	give	VERB
cblr-5118	193	121	the	the	DET
cblr-5118	193	122	issue	issue	NOUN
cblr-5118	193	123	discussed	discuss	VERB
cblr-5118	193	124	in	in	ADP
cblr-5118	193	125	the	the	DET
cblr-5118	193	126	next	next	ADJ
cblr-5118	193	127	section	section	NOUN
cblr-5118	193	128	—	—	PUNCT
cblr-5118	193	129	the	the	DET
cblr-5118	193	130	significance	significance	NOUN
cblr-5118	193	131	of	of	ADP
cblr-5118	193	132	the	the	DET
cblr-5118	193	133	distinction	distinction	NOUN
cblr-5118	193	134	between	between	ADP
cblr-5118	193	135	administrative	administrative	ADJ
cblr-5118	193	136	tasks	task	NOUN
cblr-5118	193	137	and	and	CCONJ
cblr-5118	193	138	judgment	judgment	NOUN
cblr-5118	193	139	work	work	NOUN
cblr-5118	193	140	when	when	SCONJ
cblr-5118	193	141	it	it	PRON
cblr-5118	193	142	comes	come	VERB
cblr-5118	193	143	to	to	AUX
cblr-5118	193	144	ai	ai	VERB
cblr-5118	193	145	’s	’s	PART
cblr-5118	193	146	potential	potential	ADJ
cblr-5118	193	147	roles	role	NOUN
cblr-5118	193	148	in	in	ADP
cblr-5118	193	149	corporate	corporate	ADJ
cblr-5118	193	150	management	management	NOUN
cblr-5118	193	151	.	.	PUNCT
cblr-5118	194	1	b.	b.	PROPN
cblr-5118	194	2	ai	ai	PROPN
cblr-5118	194	3	and	and	CCONJ
cblr-5118	194	4	corporate	corporate	ADJ
cblr-5118	194	5	leadership	leadership	NOUN
cblr-5118	194	6	having	having	AUX
cblr-5118	194	7	outlined	outline	VERB
cblr-5118	194	8	the	the	DET
cblr-5118	194	9	current	current	ADJ
cblr-5118	194	10	tasks	task	NOUN
cblr-5118	194	11	of	of	ADP
cblr-5118	194	12	corporate	corporate	ADJ
cblr-5118	194	13	leadership	leadership	NOUN
cblr-5118	194	14	,	,	PUNCT
cblr-5118	194	15	as	as	SCONJ
cblr-5118	194	16	exercised	exercise	VERB
cblr-5118	194	17	by	by	ADP
cblr-5118	194	18	directors	director	NOUN
cblr-5118	194	19	and	and	CCONJ
cblr-5118	194	20	managers	manager	NOUN
cblr-5118	194	21	,	,	PUNCT
cblr-5118	194	22	this	this	DET
cblr-5118	194	23	section	section	NOUN
cblr-5118	194	24	moves	move	VERB
cblr-5118	194	25	on	on	ADP
cblr-5118	194	26	to	to	PART
cblr-5118	194	27	explore	explore	VERB
cblr-5118	194	28	whether	whether	SCONJ
cblr-5118	194	29	ai	ai	VERB
cblr-5118	194	30	could	could	AUX
cblr-5118	194	31	assume	assume	VERB
cblr-5118	194	32	these	these	DET
cblr-5118	194	33	tasks	task	NOUN
cblr-5118	194	34	.	.	PUNCT
cblr-5118	195	1	this	this	DET
cblr-5118	195	2	section	section	NOUN
cblr-5118	195	3	starts	start	VERB
cblr-5118	195	4	by	by	ADP
cblr-5118	195	5	looking	look	VERB
cblr-5118	195	6	at	at	ADP
cblr-5118	195	7	potential	potential	ADJ
cblr-5118	195	8	roles	role	NOUN
cblr-5118	195	9	that	that	PRON
cblr-5118	195	10	ai	ai	VERB
cblr-5118	195	11	is	be	AUX
cblr-5118	195	12	capable	capable	ADJ
cblr-5118	195	13	of	of	ADP
cblr-5118	195	14	performing	perform	VERB
cblr-5118	195	15	,	,	PUNCT
cblr-5118	195	16	with	with	ADP
cblr-5118	195	17	the	the	DET
cblr-5118	195	18	distinguishing	distinguish	VERB
cblr-5118	195	19	element	element	NOUN
cblr-5118	195	20	between	between	ADP
cblr-5118	195	21	the	the	DET
cblr-5118	195	22	various	various	ADJ
cblr-5118	195	23	roles	role	NOUN
cblr-5118	195	24	being	be	AUX
cblr-5118	195	25	the	the	DET
cblr-5118	195	26	differing	differ	VERB
cblr-5118	195	27	levels	level	NOUN
cblr-5118	195	28	of	of	ADP
cblr-5118	195	29	ai	ai	PROPN
cblr-5118	195	30	autonomy	autonomy	NOUN
cblr-5118	195	31	.	.	PUNCT
cblr-5118	196	1	next	next	ADV
cblr-5118	196	2	,	,	PUNCT
cblr-5118	196	3	48	48	NUM
cblr-5118	196	4	lyman	lyman	PROPN
cblr-5118	196	5	johnson	johnson	PROPN
cblr-5118	196	6	&	&	CCONJ
cblr-5118	196	7	robert	robert	PROPN
cblr-5118	196	8	ricca	ricca	PROPN
cblr-5118	196	9	,	,	PUNCT
cblr-5118	196	10	reality	reality	NOUN
cblr-5118	196	11	check	check	NOUN
cblr-5118	196	12	on	on	ADP
cblr-5118	196	13	officer	officer	NOUN
cblr-5118	196	14	liability	liability	NOUN
cblr-5118	196	15	,	,	PUNCT
cblr-5118	196	16	67	67	NUM
cblr-5118	196	17	bus	bus	NOUN
cblr-5118	196	18	.	.	PUNCT
cblr-5118	197	1	l.	l.	PROPN
cblr-5118	197	2	75	75	NUM
cblr-5118	197	3	,	,	PUNCT
cblr-5118	197	4	78–79	78–79	ADV
cblr-5118	197	5	(	(	PUNCT
cblr-5118	197	6	2011	2011	NUM
cblr-5118	197	7	)	)	PUNCT
cblr-5118	197	8	(	(	PUNCT
cblr-5118	197	9	alteration	alteration	NOUN
cblr-5118	197	10	in	in	ADP
cblr-5118	197	11	original	original	ADJ
cblr-5118	197	12	)	)	PUNCT
cblr-5118	197	13	(	(	PUNCT
cblr-5118	197	14	footnotes	footnote	NOUN
cblr-5118	197	15	omitted	omit	VERB
cblr-5118	197	16	)	)	PUNCT
cblr-5118	197	17	.	.	PUNCT
cblr-5118	198	1	49	49	NUM
cblr-5118	198	2	vegard	vegard	PROPN
cblr-5118	198	3	kolbjørnsrud	kolbjørnsrud	PROPN
cblr-5118	198	4	et	et	PROPN
cblr-5118	198	5	al	al	PROPN
cblr-5118	198	6	.	.	PROPN
cblr-5118	198	7	,	,	PUNCT
cblr-5118	198	8	accenture	accenture	NOUN
cblr-5118	198	9	inst	inst	PROPN
cblr-5118	198	10	.	.	PUNCT
cblr-5118	199	1	for	for	ADP
cblr-5118	199	2	high	high	ADJ
cblr-5118	199	3	performance	performance	NOUN
cblr-5118	199	4	,	,	PUNCT
cblr-5118	199	5	the	the	DET
cblr-5118	199	6	promise	promise	NOUN
cblr-5118	199	7	of	of	ADP
cblr-5118	199	8	artificial	artificial	ADJ
cblr-5118	199	9	intelligence	intelligence	NOUN
cblr-5118	199	10	:	:	PUNCT
cblr-5118	199	11	redefining	redefine	VERB
cblr-5118	199	12	management	management	NOUN
cblr-5118	199	13	in	in	ADP
cblr-5118	199	14	the	the	DET
cblr-5118	199	15	workforce	workforce	NOUN
cblr-5118	199	16	of	of	ADP
cblr-5118	199	17	the	the	DET
cblr-5118	199	18	future	future	ADJ
cblr-5118	199	19	6	6	NUM
cblr-5118	199	20	(	(	PUNCT
cblr-5118	199	21	2016	2016	NUM
cblr-5118	199	22	)	)	PUNCT
cblr-5118	199	23	,	,	PUNCT
cblr-5118	199	24	https://www.accenture.com/_acnmedia/pdf32/ai_in_management_report.pd	https://www.accenture.com/_acnmedia/pdf32/ai_in_management_report.pd	VERB
cblr-5118	199	25	f#zoom=50	f#zoom=50	ADJ
cblr-5118	199	26	[	[	X
cblr-5118	199	27	https://perma.cc/yd22-zwcb	https://perma.cc/yd22-zwcb	X
cblr-5118	199	28	]	]	X
cblr-5118	199	29	.	.	PUNCT
cblr-5118	200	1	50	50	NUM
cblr-5118	201	1	i	i	PRON
cblr-5118	201	2	d.	d.	PROPN
cblr-5118	201	3	51	51	NUM
cblr-5118	202	1	i	i	PRON
cblr-5118	202	2	d.	d.	PROPN
cblr-5118	202	3	at	at	ADP
cblr-5118	202	4	5	5	NUM
cblr-5118	202	5	.	.	PUNCT
cblr-5118	203	1	https://www.accenture.com/_acnmedia/pdf32/ai_in_management_report.pdf#zoom=50	https://www.accenture.com/_acnmedia/pdf32/ai_in_management_report.pdf#zoom=50	PROPN
cblr-5118	203	2	https://www.accenture.com/_acnmedia/pdf32/ai_in_management_report.pdf#zoom=50	https://www.accenture.com/_acnmedia/pdf32/ai_in_management_report.pdf#zoom=50	PROPN
cblr-5118	203	3	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	203	4	(	(	PUNCT
cblr-5118	203	5	do	do	AUX
cblr-5118	203	6	not	not	PART
cblr-5118	203	7	delte	delte	VERB
cblr-5118	203	8	)	)	PUNCT
cblr-5118	203	9	1/8/2020	1/8/2020	NUM
cblr-5118	203	10	4:46	4:46	NUM
cblr-5118	203	11	pm	pm	NOUN
cblr-5118	203	12	980	980	NUM
cblr-5118	203	13	columbia	columbia	PROPN
cblr-5118	203	14	business	business	NOUN
cblr-5118	203	15	law	law	PROPN
cblr-5118	203	16	review	review	NOUN
cblr-5118	204	1	[	[	X
cblr-5118	204	2	vol	vol	NOUN
cblr-5118	204	3	.	.	NOUN
cblr-5118	204	4	2019	2019	NUM
cblr-5118	204	5	it	it	PRON
cblr-5118	204	6	discusses	discuss	VERB
cblr-5118	204	7	the	the	DET
cblr-5118	204	8	vital	vital	ADJ
cblr-5118	204	9	distinction	distinction	NOUN
cblr-5118	204	10	between	between	ADP
cblr-5118	204	11	administrative	administrative	ADJ
cblr-5118	204	12	tasks	task	NOUN
cblr-5118	204	13	and	and	CCONJ
cblr-5118	204	14	judgment	judgment	NOUN
cblr-5118	204	15	work	work	NOUN
cblr-5118	204	16	,	,	PUNCT
cblr-5118	204	17	including	include	VERB
cblr-5118	204	18	how	how	SCONJ
cblr-5118	204	19	corporate	corporate	ADJ
cblr-5118	204	20	leadership	leadership	NOUN
cblr-5118	204	21	tasks	task	NOUN
cblr-5118	204	22	map	map	VERB
cblr-5118	204	23	onto	onto	ADP
cblr-5118	204	24	this	this	DET
cblr-5118	204	25	distinction	distinction	NOUN
cblr-5118	204	26	,	,	PUNCT
cblr-5118	204	27	and	and	CCONJ
cblr-5118	204	28	what	what	PRON
cblr-5118	204	29	it	it	PRON
cblr-5118	204	30	means	mean	VERB
cblr-5118	204	31	for	for	ADP
cblr-5118	204	32	assessing	assess	VERB
cblr-5118	204	33	ai	ai	VERB
cblr-5118	204	34	’s	’s	PART
cblr-5118	204	35	future	future	NOUN
cblr-5118	204	36	in	in	ADP
cblr-5118	204	37	corporate	corporate	ADJ
cblr-5118	204	38	management	management	NOUN
cblr-5118	204	39	.	.	PUNCT
cblr-5118	205	1	while	while	SCONJ
cblr-5118	205	2	there	there	PRON
cblr-5118	205	3	is	be	VERB
cblr-5118	205	4	little	little	ADJ
cblr-5118	205	5	doubt	doubt	NOUN
cblr-5118	205	6	that	that	SCONJ
cblr-5118	205	7	so	so	ADV
cblr-5118	205	8	-	-	PUNCT
cblr-5118	205	9	called	call	VERB
cblr-5118	205	10	“	"	PUNCT
cblr-5118	205	11	administrative	administrative	ADJ
cblr-5118	205	12	”	"	PUNCT
cblr-5118	205	13	tasks	task	NOUN
cblr-5118	205	14	will	will	AUX
cblr-5118	205	15	be	be	AUX
cblr-5118	205	16	exclusively	exclusively	ADV
cblr-5118	205	17	carried	carry	VERB
cblr-5118	205	18	out	out	ADP
cblr-5118	205	19	by	by	ADP
cblr-5118	205	20	computers	computer	NOUN
cblr-5118	205	21	in	in	ADP
cblr-5118	205	22	the	the	DET
cblr-5118	205	23	future	future	NOUN
cblr-5118	205	24	,	,	PUNCT
cblr-5118	205	25	researchers	researcher	NOUN
cblr-5118	205	26	are	be	AUX
cblr-5118	205	27	divided	divide	VERB
cblr-5118	205	28	over	over	ADP
cblr-5118	205	29	the	the	DET
cblr-5118	205	30	question	question	NOUN
cblr-5118	205	31	of	of	ADP
cblr-5118	205	32	whether	whether	SCONJ
cblr-5118	205	33	humans	human	NOUN
cblr-5118	205	34	can	can	AUX
cblr-5118	205	35	be	be	AUX
cblr-5118	205	36	replaced	replace	VERB
cblr-5118	205	37	when	when	SCONJ
cblr-5118	205	38	it	it	PRON
cblr-5118	205	39	comes	come	VERB
cblr-5118	205	40	to	to	ADP
cblr-5118	205	41	tasks	task	NOUN
cblr-5118	205	42	that	that	PRON
cblr-5118	205	43	involve	involve	VERB
cblr-5118	205	44	judgment	judgment	NOUN
cblr-5118	205	45	and	and	CCONJ
cblr-5118	205	46	emotional	emotional	ADJ
cblr-5118	205	47	intelligence.52	intelligence.52	PROPN
cblr-5118	205	48	nevertheless	nevertheless	ADV
cblr-5118	205	49	,	,	PUNCT
cblr-5118	205	50	this	this	DET
cblr-5118	205	51	section	section	NOUN
cblr-5118	205	52	concludes	conclude	VERB
cblr-5118	205	53	that	that	SCONJ
cblr-5118	205	54	even	even	ADV
cblr-5118	205	55	in	in	ADP
cblr-5118	205	56	these	these	DET
cblr-5118	205	57	areas	area	NOUN
cblr-5118	205	58	the	the	DET
cblr-5118	205	59	rise	rise	NOUN
cblr-5118	205	60	of	of	ADP
cblr-5118	205	61	ai	ai	NOUN
cblr-5118	205	62	is	be	AUX
cblr-5118	205	63	likely	likely	ADJ
cblr-5118	205	64	and	and	CCONJ
cblr-5118	205	65	that	that	SCONJ
cblr-5118	205	66	we	we	PRON
cblr-5118	205	67	are	be	AUX
cblr-5118	205	68	steering	steer	VERB
cblr-5118	205	69	towards	towards	ADP
cblr-5118	205	70	a	a	DET
cblr-5118	205	71	future	future	NOUN
cblr-5118	205	72	where	where	SCONJ
cblr-5118	205	73	“	"	PUNCT
cblr-5118	205	74	management	management	NOUN
cblr-5118	205	75	by	by	ADP
cblr-5118	205	76	machine	machine	NOUN
cblr-5118	205	77	”	"	PUNCT
cblr-5118	205	78	will	will	AUX
cblr-5118	205	79	ultimately	ultimately	ADV
cblr-5118	205	80	fully	fully	ADV
cblr-5118	205	81	replace	replace	VERB
cblr-5118	205	82	human	human	ADJ
cblr-5118	205	83	directors	director	NOUN
cblr-5118	205	84	and	and	CCONJ
cblr-5118	205	85	managers	manager	NOUN
cblr-5118	205	86	as	as	ADP
cblr-5118	205	87	business	business	NOUN
cblr-5118	205	88	leaders	leader	NOUN
cblr-5118	205	89	.	.	PUNCT
cblr-5118	206	1	1	1	X
cblr-5118	206	2	.	.	X
cblr-5118	206	3	potential	potential	ADJ
cblr-5118	206	4	roles	role	NOUN
cblr-5118	206	5	for	for	ADP
cblr-5118	206	6	ai	ai	NOUN
cblr-5118	206	7	before	before	ADP
cblr-5118	206	8	assessing	assess	VERB
cblr-5118	206	9	whether	whether	SCONJ
cblr-5118	206	10	ai	ai	VERB
cblr-5118	206	11	could	could	AUX
cblr-5118	206	12	take	take	VERB
cblr-5118	206	13	over	over	ADP
cblr-5118	206	14	corporate	corporate	ADJ
cblr-5118	206	15	management	management	NOUN
cblr-5118	206	16	functions	function	NOUN
cblr-5118	206	17	,	,	PUNCT
cblr-5118	206	18	it	it	PRON
cblr-5118	206	19	is	be	AUX
cblr-5118	206	20	helpful	helpful	ADJ
cblr-5118	206	21	to	to	PART
cblr-5118	206	22	establish	establish	VERB
cblr-5118	206	23	more	more	ADV
cblr-5118	206	24	generally	generally	ADV
cblr-5118	206	25	what	what	PRON
cblr-5118	206	26	types	type	NOUN
cblr-5118	206	27	of	of	ADP
cblr-5118	206	28	managerial	managerial	ADJ
cblr-5118	206	29	roles	role	NOUN
cblr-5118	206	30	ai	ai	VERB
cblr-5118	206	31	technology	technology	NOUN
cblr-5118	206	32	can	can	AUX
cblr-5118	206	33	assume	assume	VERB
cblr-5118	206	34	.	.	PUNCT
cblr-5118	207	1	in	in	ADP
cblr-5118	207	2	this	this	DET
cblr-5118	207	3	respect	respect	NOUN
cblr-5118	207	4	,	,	PUNCT
cblr-5118	207	5	it	it	PRON
cblr-5118	207	6	is	be	AUX
cblr-5118	207	7	helpful	helpful	ADJ
cblr-5118	207	8	to	to	PART
cblr-5118	207	9	think	think	VERB
cblr-5118	207	10	of	of	ADP
cblr-5118	207	11	ai	ai	VERB
cblr-5118	207	12	roles	role	NOUN
cblr-5118	207	13	in	in	ADP
cblr-5118	207	14	reference	reference	NOUN
cblr-5118	207	15	to	to	ADP
cblr-5118	207	16	degrees	degree	NOUN
cblr-5118	207	17	of	of	ADP
cblr-5118	207	18	autonomy	autonomy	NOUN
cblr-5118	207	19	and	and	CCONJ
cblr-5118	207	20	proactivity	proactivity	NOUN
cblr-5118	207	21	.	.	PUNCT
cblr-5118	208	1	a	a	DET
cblr-5118	208	2	broad	broad	ADJ
cblr-5118	208	3	system	system	NOUN
cblr-5118	208	4	of	of	ADP
cblr-5118	208	5	categorization	categorization	NOUN
cblr-5118	208	6	,	,	PUNCT
cblr-5118	208	7	which	which	PRON
cblr-5118	208	8	will	will	AUX
cblr-5118	208	9	also	also	ADV
cblr-5118	208	10	be	be	AUX
cblr-5118	208	11	employed	employ	VERB
cblr-5118	208	12	in	in	ADP
cblr-5118	208	13	the	the	DET
cblr-5118	208	14	following	following	ADJ
cblr-5118	208	15	section	section	NOUN
cblr-5118	208	16	,	,	PUNCT
cblr-5118	208	17	distinguishes	distinguish	VERB
cblr-5118	208	18	between	between	ADP
cblr-5118	208	19	three	three	NUM
cblr-5118	208	20	different	different	ADJ
cblr-5118	208	21	types	type	NOUN
cblr-5118	208	22	of	of	ADP
cblr-5118	208	23	ai	ai	ADJ
cblr-5118	208	24	roles	role	NOUN
cblr-5118	208	25	.	.	PUNCT
cblr-5118	209	1	these	these	DET
cblr-5118	209	2	roles	role	NOUN
cblr-5118	209	3	are	be	AUX
cblr-5118	209	4	:	:	PUNCT
cblr-5118	209	5	(	(	PUNCT
cblr-5118	209	6	i	i	NOUN
cblr-5118	209	7	)	)	PUNCT
cblr-5118	209	8	assisted	assist	VERB
cblr-5118	209	9	ai	ai	VERB
cblr-5118	209	10	;	;	PUNCT
cblr-5118	209	11	(	(	PUNCT
cblr-5118	209	12	ii	ii	NOUN
cblr-5118	209	13	)	)	PUNCT
cblr-5118	209	14	advisory	advisory	NOUN
cblr-5118	209	15	ai	ai	VERB
cblr-5118	209	16	;	;	PUNCT
cblr-5118	209	17	and	and	CCONJ
cblr-5118	209	18	(	(	PUNCT
cblr-5118	209	19	iii	iii	X
cblr-5118	209	20	)	)	PUNCT
cblr-5118	209	21	autonomous	autonomous	ADJ
cblr-5118	209	22	ai.53	ai.53	PROPN
cblr-5118	209	23	while	while	SCONJ
cblr-5118	209	24	the	the	DET
cblr-5118	209	25	boundaries	boundary	NOUN
cblr-5118	209	26	between	between	ADP
cblr-5118	209	27	the	the	DET
cblr-5118	209	28	three	three	NUM
cblr-5118	209	29	categories	category	NOUN
cblr-5118	209	30	are	be	AUX
cblr-5118	209	31	fluid	fluid	ADJ
cblr-5118	209	32	and	and	CCONJ
cblr-5118	209	33	overlap	overlap	NOUN
cblr-5118	209	34	to	to	ADP
cblr-5118	209	35	an	an	DET
cblr-5118	209	36	extent	extent	NOUN
cblr-5118	209	37	,	,	PUNCT
cblr-5118	209	38	this	this	DET
cblr-5118	209	39	classification	classification	NOUN
cblr-5118	209	40	offers	offer	VERB
cblr-5118	209	41	a	a	DET
cblr-5118	209	42	useful	useful	ADJ
cblr-5118	209	43	starting	starting	NOUN
cblr-5118	209	44	point	point	NOUN
cblr-5118	209	45	for	for	ADP
cblr-5118	209	46	our	our	PRON
cblr-5118	209	47	discussion	discussion	NOUN
cblr-5118	209	48	.	.	PUNCT
cblr-5118	210	1	assisted	assist	VERB
cblr-5118	210	2	ai	ai	VERB
cblr-5118	210	3	.	.	PUNCT
cblr-5118	211	1	the	the	DET
cblr-5118	211	2	first	first	ADJ
cblr-5118	211	3	potential	potential	ADJ
cblr-5118	211	4	role	role	NOUN
cblr-5118	211	5	of	of	ADP
cblr-5118	211	6	ai	ai	NOUN
cblr-5118	211	7	is	be	AUX
cblr-5118	211	8	that	that	PRON
cblr-5118	211	9	of	of	ADP
cblr-5118	211	10	an	an	DET
cblr-5118	211	11	assistant	assistant	NOUN
cblr-5118	211	12	.	.	PUNCT
cblr-5118	212	1	in	in	ADP
cblr-5118	212	2	this	this	DET
cblr-5118	212	3	form	form	NOUN
cblr-5118	212	4	,	,	PUNCT
cblr-5118	212	5	ai	ai	VERB
cblr-5118	212	6	has	have	VERB
cblr-5118	212	7	either	either	CCONJ
cblr-5118	212	8	a	a	DET
cblr-5118	212	9	low	low	ADJ
cblr-5118	212	10	level	level	NOUN
cblr-5118	212	11	or	or	CCONJ
cblr-5118	212	12	no	no	DET
cblr-5118	212	13	autonomy	autonomy	NOUN
cblr-5118	212	14	,	,	PUNCT
cblr-5118	212	15	which	which	PRON
cblr-5118	212	16	also	also	ADV
cblr-5118	212	17	means	mean	VERB
cblr-5118	212	18	that	that	SCONJ
cblr-5118	212	19	productivity	productivity	NOUN
cblr-5118	212	20	gains	gain	NOUN
cblr-5118	212	21	are	be	AUX
cblr-5118	212	22	more	more	ADV
cblr-5118	212	23	limited	limited	ADJ
cblr-5118	212	24	compared	compare	VERB
cblr-5118	212	25	to	to	ADP
cblr-5118	212	26	other	other	ADJ
cblr-5118	212	27	types	type	NOUN
cblr-5118	212	28	of	of	ADP
cblr-5118	212	29	ai	ai	ADJ
cblr-5118	212	30	roles	role	NOUN
cblr-5118	212	31	.	.	PUNCT
cblr-5118	213	1	assisted	assist	VERB
cblr-5118	213	2	ai	ai	PROPN
cblr-5118	213	3	applications	application	NOUN
cblr-5118	213	4	are	be	AUX
cblr-5118	213	5	also	also	ADV
cblr-5118	213	6	examples	example	NOUN
cblr-5118	213	7	of	of	ADP
cblr-5118	213	8	what	what	PRON
cblr-5118	213	9	can	can	AUX
cblr-5118	213	10	be	be	AUX
cblr-5118	213	11	labelled	label	VERB
cblr-5118	213	12	“	"	PUNCT
cblr-5118	213	13	narrow	narrow	ADJ
cblr-5118	213	14	ai	ai	NOUN
cblr-5118	213	15	”	"	PUNCT
cblr-5118	213	16	or	or	CCONJ
cblr-5118	213	17	“	"	PUNCT
cblr-5118	213	18	soft	soft	ADJ
cblr-5118	213	19	ai”—that	ai”—that	NOUN
cblr-5118	213	20	is	be	AUX
cblr-5118	213	21	,	,	PUNCT
cblr-5118	213	22	systems	system	NOUN
cblr-5118	213	23	that	that	PRON
cblr-5118	213	24	“	"	PUNCT
cblr-5118	213	25	can	can	AUX
cblr-5118	213	26	do	do	VERB
cblr-5118	213	27	a	a	DET
cblr-5118	213	28	better	well	ADJ
cblr-5118	213	29	job	job	NOUN
cblr-5118	213	30	on	on	ADP
cblr-5118	213	31	52	52	NUM
cblr-5118	213	32	see	see	NOUN
cblr-5118	213	33	infra	infra	NOUN
cblr-5118	213	34	section	section	NOUN
cblr-5118	213	35	ii.b.2	ii.b.2	PROPN
cblr-5118	213	36	.	.	PUNCT
cblr-5118	214	1	53	53	NUM
cblr-5118	214	2	kolbjørnsrud	kolbjørnsrud	NOUN
cblr-5118	214	3	et	et	PROPN
cblr-5118	214	4	al	al	PROPN
cblr-5118	214	5	.	.	PROPN
cblr-5118	214	6	,	,	PUNCT
cblr-5118	214	7	supra	supra	PROPN
cblr-5118	214	8	note	note	PROPN
cblr-5118	214	9	49	49	NUM
cblr-5118	214	10	,	,	PUNCT
cblr-5118	214	11	at	at	ADP
cblr-5118	214	12	17	17	NUM
cblr-5118	214	13	;	;	PUNCT
cblr-5118	214	14	robert	robert	PROPN
cblr-5118	214	15	j.	j.	PROPN
cblr-5118	214	16	thomas	thomas	PROPN
cblr-5118	214	17	et	et	PROPN
cblr-5118	214	18	al	al	PROPN
cblr-5118	214	19	.	.	PROPN
cblr-5118	214	20	,	,	PUNCT
cblr-5118	214	21	accenture	accenture	NOUN
cblr-5118	214	22	inst	inst	PROPN
cblr-5118	214	23	.	.	PUNCT
cblr-5118	215	1	for	for	ADP
cblr-5118	215	2	high	high	ADJ
cblr-5118	215	3	performance	performance	NOUN
cblr-5118	215	4	,	,	PUNCT
cblr-5118	215	5	a	a	DET
cblr-5118	215	6	machine	machine	NOUN
cblr-5118	215	7	in	in	ADP
cblr-5118	215	8	the	the	DET
cblr-5118	215	9	c	c	NOUN
cblr-5118	215	10	-	-	PUNCT
cblr-5118	215	11	suite	suite	NOUN
cblr-5118	215	12	2	2	NUM
cblr-5118	215	13	(	(	PUNCT
cblr-5118	215	14	2016	2016	NUM
cblr-5118	215	15	)	)	PUNCT
cblr-5118	215	16	,	,	PUNCT
cblr-5118	215	17	https://	https://	PROPN
cblr-5118	215	18	www.accenture.com/t00010101t000000z__w__/brpt/_acnmedia/pdf-13/accenture-strategy-wotf-machine-csuite.pdf	www.accenture.com/t00010101t000000z__w__/brpt/_acnmedia/pdf-13/accenture-strategy-wotf-machine-csuite.pdf	VERB
cblr-5118	215	19	[	[	X
cblr-5118	215	20	https://perma.cc/7erf-ncex	https://perma.cc/7erf-ncex	X
cblr-5118	215	21	]	]	X
cblr-5118	215	22	.	.	PUNCT
cblr-5118	216	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	216	2	(	(	PUNCT
cblr-5118	216	3	do	do	AUX
cblr-5118	216	4	not	not	PART
cblr-5118	216	5	delete	delete	VERB
cblr-5118	216	6	)	)	PUNCT
cblr-5118	216	7	1/8/2020	1/8/2020	NUM
cblr-5118	216	8	4:46	4:46	NUM
cblr-5118	216	9	pm	pm	NOUN
cblr-5118	216	10	no	no	INTJ
cblr-5118	216	11	.	.	PUNCT
cblr-5118	217	1	3:965	3:965	NUM
cblr-5118	217	2	]	]	X
cblr-5118	217	3	corporate	corporate	ADJ
cblr-5118	217	4	management	management	NOUN
cblr-5118	217	5	in	in	ADP
cblr-5118	217	6	the	the	DET
cblr-5118	217	7	age	age	NOUN
cblr-5118	217	8	of	of	ADP
cblr-5118	217	9	ai	ai	PROPN
cblr-5118	217	10	981	981	NUM
cblr-5118	217	11	a	a	DET
cblr-5118	217	12	very	very	ADV
cblr-5118	217	13	specific	specific	ADJ
cblr-5118	217	14	range	range	NOUN
cblr-5118	217	15	of	of	ADP
cblr-5118	217	16	tasks	task	NOUN
cblr-5118	217	17	than	than	ADP
cblr-5118	217	18	humans	human	NOUN
cblr-5118	217	19	can	can	AUX
cblr-5118	217	20	”	"	PUNCT
cblr-5118	217	21	but	but	CCONJ
cblr-5118	217	22	,	,	PUNCT
cblr-5118	217	23	because	because	SCONJ
cblr-5118	217	24	of	of	ADP
cblr-5118	217	25	their	their	PRON
cblr-5118	217	26	limitations	limitation	NOUN
cblr-5118	217	27	,	,	PUNCT
cblr-5118	217	28	they	they	PRON
cblr-5118	217	29	“	"	PUNCT
cblr-5118	217	30	would	would	AUX
cblr-5118	217	31	never	never	ADV
cblr-5118	217	32	be	be	AUX
cblr-5118	217	33	mistaken	mistaken	ADJ
cblr-5118	217	34	for	for	ADP
cblr-5118	217	35	a	a	DET
cblr-5118	217	36	human	human	NOUN
cblr-5118	217	37	.	.	PUNCT
cblr-5118	218	1	”54	”54	VERB
cblr-5118	218	2	importantly	importantly	ADV
cblr-5118	218	3	,	,	PUNCT
cblr-5118	218	4	while	while	SCONJ
cblr-5118	218	5	assisted	assist	VERB
cblr-5118	218	6	ai	ai	VERB
cblr-5118	218	7	may	may	AUX
cblr-5118	218	8	execute	execute	VERB
cblr-5118	218	9	tasks	task	NOUN
cblr-5118	218	10	on	on	ADP
cblr-5118	218	11	behalf	behalf	NOUN
cblr-5118	218	12	of	of	ADP
cblr-5118	218	13	humans	human	NOUN
cblr-5118	218	14	,	,	PUNCT
cblr-5118	218	15	it	it	PRON
cblr-5118	218	16	does	do	AUX
cblr-5118	218	17	not	not	PART
cblr-5118	218	18	make	make	VERB
cblr-5118	218	19	any	any	DET
cblr-5118	218	20	decisions	decision	NOUN
cblr-5118	218	21	itself.55	itself.55	NOUN
cblr-5118	218	22	examples	example	NOUN
cblr-5118	218	23	of	of	ADP
cblr-5118	218	24	commonly	commonly	ADV
cblr-5118	218	25	used	use	VERB
cblr-5118	218	26	assisted	assist	VERB
cblr-5118	218	27	ai	ai	PROPN
cblr-5118	218	28	systems	system	NOUN
cblr-5118	218	29	are	be	AUX
cblr-5118	218	30	apple	apple	NOUN
cblr-5118	218	31	’s	’s	PART
cblr-5118	218	32	siri	siri	NOUN
cblr-5118	218	33	and	and	CCONJ
cblr-5118	218	34	its	its	PRON
cblr-5118	218	35	android	android	PROPN
cblr-5118	218	36	rival	rival	NOUN
cblr-5118	218	37	,	,	PUNCT
cblr-5118	218	38	the	the	DET
cblr-5118	218	39	google	google	PROPN
cblr-5118	218	40	assistant	assistant	NOUN
cblr-5118	218	41	,	,	PUNCT
cblr-5118	218	42	which	which	PRON
cblr-5118	218	43	can	can	AUX
cblr-5118	218	44	support	support	VERB
cblr-5118	218	45	users	user	NOUN
cblr-5118	218	46	by	by	ADP
cblr-5118	218	47	carrying	carry	VERB
cblr-5118	218	48	out	out	ADP
cblr-5118	218	49	tasks	task	NOUN
cblr-5118	218	50	such	such	ADJ
cblr-5118	218	51	as	as	ADP
cblr-5118	218	52	placing	place	VERB
cblr-5118	218	53	calls	call	NOUN
cblr-5118	218	54	or	or	CCONJ
cblr-5118	218	55	composing	compose	VERB
cblr-5118	218	56	text	text	NOUN
cblr-5118	218	57	/	/	SYM
cblr-5118	218	58	email	email	NOUN
cblr-5118	218	59	messages	message	NOUN
cblr-5118	218	60	based	base	VERB
cblr-5118	218	61	on	on	ADP
cblr-5118	218	62	voice	voice	NOUN
cblr-5118	218	63	prompts	prompt	NOUN
cblr-5118	218	64	;	;	PUNCT
cblr-5118	218	65	setting	set	VERB
cblr-5118	218	66	reminders	reminder	NOUN
cblr-5118	218	67	and	and	CCONJ
cblr-5118	218	68	alarms	alarm	NOUN
cblr-5118	218	69	;	;	PUNCT
cblr-5118	218	70	keeping	keep	VERB
cblr-5118	218	71	track	track	NOUN
cblr-5118	218	72	of	of	ADP
cblr-5118	218	73	appointments	appointment	NOUN
cblr-5118	218	74	and	and	CCONJ
cblr-5118	218	75	schedules	schedule	NOUN
cblr-5118	218	76	;	;	PUNCT
cblr-5118	218	77	turning	turn	VERB
cblr-5118	218	78	on	on	ADP
cblr-5118	218	79	lights	light	NOUN
cblr-5118	218	80	and	and	CCONJ
cblr-5118	218	81	playing	play	VERB
cblr-5118	218	82	music	music	NOUN
cblr-5118	218	83	;	;	PUNCT
cblr-5118	218	84	or	or	CCONJ
cblr-5118	218	85	looking	look	VERB
cblr-5118	218	86	up	up	ADP
cblr-5118	218	87	information	information	NOUN
cblr-5118	218	88	on	on	ADP
cblr-5118	218	89	the	the	DET
cblr-5118	218	90	internet	internet	NOUN
cblr-5118	218	91	.	.	PUNCT
cblr-5118	219	1	applied	apply	VERB
cblr-5118	219	2	in	in	ADP
cblr-5118	219	3	a	a	DET
cblr-5118	219	4	business	business	NOUN
cblr-5118	219	5	context	context	NOUN
cblr-5118	219	6	,	,	PUNCT
cblr-5118	219	7	assisted	assist	VERB
cblr-5118	219	8	ai	ai	VERB
cblr-5118	219	9	could	could	AUX
cblr-5118	219	10	take	take	VERB
cblr-5118	219	11	notes	note	NOUN
cblr-5118	219	12	,	,	PUNCT
cblr-5118	219	13	compile	compile	NOUN
cblr-5118	219	14	work	work	NOUN
cblr-5118	219	15	and	and	CCONJ
cblr-5118	219	16	meeting	meeting	NOUN
cblr-5118	219	17	schedules	schedule	NOUN
cblr-5118	219	18	,	,	PUNCT
cblr-5118	219	19	prepare	prepare	VERB
cblr-5118	219	20	reports	report	NOUN
cblr-5118	219	21	,	,	PUNCT
cblr-5118	219	22	maintain	maintain	VERB
cblr-5118	219	23	scorecards	scorecard	NOUN
cblr-5118	219	24	,	,	PUNCT
cblr-5118	219	25	or	or	CCONJ
cblr-5118	219	26	fulfill	fulfill	NOUN
cblr-5118	219	27	help	help	NOUN
cblr-5118	219	28	desk	desk	NOUN
cblr-5118	219	29	and	and	CCONJ
cblr-5118	219	30	customer	customer	NOUN
cblr-5118	219	31	service	service	NOUN
cblr-5118	219	32	functions.56	functions.56	ADV
cblr-5118	219	33	depending	depend	VERB
cblr-5118	219	34	on	on	ADP
cblr-5118	219	35	the	the	DET
cblr-5118	219	36	level	level	NOUN
cblr-5118	219	37	of	of	ADP
cblr-5118	219	38	complexity	complexity	NOUN
cblr-5118	219	39	of	of	ADP
cblr-5118	219	40	these	these	DET
cblr-5118	219	41	systems	system	NOUN
cblr-5118	219	42	,	,	PUNCT
cblr-5118	219	43	they	they	PRON
cblr-5118	219	44	may	may	AUX
cblr-5118	219	45	also	also	ADV
cblr-5118	219	46	be	be	AUX
cblr-5118	219	47	close	close	ADJ
cblr-5118	219	48	to	to	ADP
cblr-5118	219	49	or	or	CCONJ
cblr-5118	219	50	overlap	overlap	VERB
cblr-5118	219	51	with	with	ADP
cblr-5118	219	52	the	the	DET
cblr-5118	219	53	next	next	ADJ
cblr-5118	219	54	category	category	NOUN
cblr-5118	219	55	of	of	ADP
cblr-5118	219	56	advisory	advisory	ADJ
cblr-5118	219	57	ai	ai	NOUN
cblr-5118	219	58	.	.	PUNCT
cblr-5118	220	1	advisory	advisory	ADJ
cblr-5118	220	2	ai	ai	PROPN
cblr-5118	220	3	.	.	PUNCT
cblr-5118	221	1	the	the	DET
cblr-5118	221	2	second	second	ADJ
cblr-5118	221	3	potential	potential	ADJ
cblr-5118	221	4	role	role	NOUN
cblr-5118	221	5	of	of	ADP
cblr-5118	221	6	ai	ai	NOUN
cblr-5118	221	7	is	be	AUX
cblr-5118	221	8	advisory	advisory	ADJ
cblr-5118	221	9	in	in	ADP
cblr-5118	221	10	nature	nature	NOUN
cblr-5118	221	11	.	.	PUNCT
cblr-5118	222	1	in	in	ADP
cblr-5118	222	2	this	this	DET
cblr-5118	222	3	demanding	demand	VERB
cblr-5118	222	4	role	role	NOUN
cblr-5118	222	5	,	,	PUNCT
cblr-5118	222	6	ai	ai	AUX
cblr-5118	222	7	can	can	AUX
cblr-5118	222	8	provide	provide	VERB
cblr-5118	222	9	“	"	PUNCT
cblr-5118	222	10	support	support	NOUN
cblr-5118	222	11	in	in	ADP
cblr-5118	222	12	more	more	ADJ
cblr-5118	222	13	complex	complex	ADJ
cblr-5118	222	14	problem	problem	NOUN
cblr-5118	222	15	solving	solve	VERB
cblr-5118	222	16	and	and	CCONJ
cblr-5118	222	17	decisionmaking	decisionmake	VERB
cblr-5118	222	18	situations	situation	NOUN
cblr-5118	222	19	by	by	ADP
cblr-5118	222	20	asking	ask	VERB
cblr-5118	222	21	and	and	CCONJ
cblr-5118	222	22	answering	answer	VERB
cblr-5118	222	23	questions	question	NOUN
cblr-5118	222	24	as	as	ADV
cblr-5118	222	25	well	well	ADV
cblr-5118	222	26	as	as	ADP
cblr-5118	222	27	building	build	VERB
cblr-5118	222	28	scenarios	scenario	NOUN
cblr-5118	222	29	and	and	CCONJ
cblr-5118	222	30	simulations	simulation	NOUN
cblr-5118	222	31	.	.	PUNCT
cblr-5118	223	1	”57	”57	PROPN
cblr-5118	223	2	advisory	advisory	NOUN
cblr-5118	223	3	ai	ai	VERB
cblr-5118	223	4	has	have	VERB
cblr-5118	223	5	a	a	DET
cblr-5118	223	6	heightened	heightened	ADJ
cblr-5118	223	7	level	level	NOUN
cblr-5118	223	8	of	of	ADP
cblr-5118	223	9	autonomy	autonomy	NOUN
cblr-5118	223	10	,	,	PUNCT
cblr-5118	223	11	which	which	PRON
cblr-5118	223	12	leads	lead	VERB
cblr-5118	223	13	to	to	ADP
cblr-5118	223	14	increased	increase	VERB
cblr-5118	223	15	productivity	productivity	NOUN
cblr-5118	223	16	compared	compare	VERB
cblr-5118	223	17	to	to	ADP
cblr-5118	223	18	assisted	assist	VERB
cblr-5118	223	19	ai	ai	NOUN
cblr-5118	223	20	.	.	PUNCT
cblr-5118	224	1	still	still	ADV
cblr-5118	224	2	,	,	PUNCT
cblr-5118	224	3	decisionmaking	decisionmake	VERB
cblr-5118	224	4	rights	right	NOUN
cblr-5118	224	5	either	either	CCONJ
cblr-5118	224	6	54	54	NUM
cblr-5118	224	7	vivek	vivek	PROPN
cblr-5118	224	8	wadhwa	wadhwa	PROPN
cblr-5118	224	9	&	&	CCONJ
cblr-5118	224	10	alex	alex	PROPN
cblr-5118	224	11	salkever	salkever	PROPN
cblr-5118	224	12	,	,	PUNCT
cblr-5118	224	13	the	the	DET
cblr-5118	224	14	driver	driver	NOUN
cblr-5118	224	15	in	in	ADP
cblr-5118	224	16	the	the	DET
cblr-5118	224	17	driverless	driverless	NOUN
cblr-5118	224	18	car	car	NOUN
cblr-5118	224	19	38	38	NUM
cblr-5118	224	20	(	(	PUNCT
cblr-5118	224	21	2017	2017	NUM
cblr-5118	224	22	)	)	PUNCT
cblr-5118	224	23	.	.	PUNCT
cblr-5118	225	1	55	55	NUM
cblr-5118	225	2	see	see	VERB
cblr-5118	225	3	anand	anand	PROPN
cblr-5118	225	4	rao	rao	PROPN
cblr-5118	225	5	,	,	PUNCT
cblr-5118	225	6	ai	ai	VERB
cblr-5118	225	7	everywhere	everywhere	ADV
cblr-5118	225	8	&	&	CCONJ
cblr-5118	225	9	nowhere	nowhere	PRON
cblr-5118	225	10	part	part	NOUN
cblr-5118	225	11	3	3	NUM
cblr-5118	225	12	–	–	PUNCT
cblr-5118	225	13	ai	ai	VERB
cblr-5118	225	14	is	be	AUX
cblr-5118	225	15	aaai	aaai	PROPN
cblr-5118	225	16	(	(	PUNCT
cblr-5118	225	17	assisted	assist	VERB
cblr-5118	225	18	-	-	PUNCT
cblr-5118	225	19	augmented	augment	VERB
cblr-5118	225	20	-	-	PUNCT
cblr-5118	225	21	autonomous	autonomous	ADJ
cblr-5118	225	22	intelligence	intelligence	NOUN
cblr-5118	225	23	)	)	PUNCT
cblr-5118	225	24	,	,	PUNCT
cblr-5118	225	25	pwc	pwc	PROPN
cblr-5118	225	26	:	:	PUNCT
cblr-5118	225	27	next	next	ADV
cblr-5118	225	28	in	in	ADP
cblr-5118	225	29	tech	tech	NOUN
cblr-5118	225	30	(	(	PUNCT
cblr-5118	225	31	may	may	PROPN
cblr-5118	225	32	20	20	NUM
cblr-5118	225	33	,	,	PUNCT
cblr-5118	225	34	2016	2016	NUM
cblr-5118	225	35	)	)	PUNCT
cblr-5118	225	36	,	,	PUNCT
cblr-5118	225	37	https://usblogs.pwc.com/emerging-technology/ai-everywherenowhere-part-3-ai-is-aaai-assisted-augmented-autonomous-intelligence/	https://usblogs.pwc.com/emerging-technology/ai-everywherenowhere-part-3-ai-is-aaai-assisted-augmented-autonomous-intelligence/	VERB
cblr-5118	226	1	[	[	X
cblr-5118	226	2	https://perma.cc/eu94-9zmf	https://perma.cc/eu94-9zmf	X
cblr-5118	226	3	]	]	X
cblr-5118	226	4	.	.	PUNCT
cblr-5118	227	1	56	56	NUM
cblr-5118	227	2	kolbjørnsrud	kolbjørnsrud	NOUN
cblr-5118	227	3	et	et	PROPN
cblr-5118	227	4	al	al	PROPN
cblr-5118	227	5	.	.	PROPN
cblr-5118	227	6	,	,	PUNCT
cblr-5118	227	7	supra	supra	PROPN
cblr-5118	227	8	note	note	PROPN
cblr-5118	227	9	49	49	NUM
cblr-5118	227	10	,	,	PUNCT
cblr-5118	227	11	at	at	ADP
cblr-5118	227	12	17	17	NUM
cblr-5118	227	13	.	.	PUNCT
cblr-5118	228	1	specifically	specifically	ADV
cblr-5118	228	2	for	for	ADP
cblr-5118	228	3	scheduling	scheduling	NOUN
cblr-5118	228	4	and	and	CCONJ
cblr-5118	228	5	project	project	NOUN
cblr-5118	228	6	management	management	NOUN
cblr-5118	228	7	,	,	PUNCT
cblr-5118	228	8	see	see	VERB
cblr-5118	228	9	the	the	DET
cblr-5118	228	10	tools	tool	NOUN
cblr-5118	228	11	described	describe	VERB
cblr-5118	228	12	in	in	ADP
cblr-5118	228	13	nils	nils	PROPN
cblr-5118	228	14	j.	j.	PROPN
cblr-5118	228	15	nilsson	nilsson	PROPN
cblr-5118	228	16	,	,	PUNCT
cblr-5118	228	17	the	the	DET
cblr-5118	228	18	quest	quest	NOUN
cblr-5118	228	19	for	for	ADP
cblr-5118	228	20	artificial	artificial	ADJ
cblr-5118	228	21	intelligence	intelligence	NOUN
cblr-5118	228	22	509	509	NUM
cblr-5118	228	23	(	(	PUNCT
cblr-5118	228	24	2010	2010	NUM
cblr-5118	228	25	)	)	PUNCT
cblr-5118	228	26	.	.	PUNCT
cblr-5118	229	1	the	the	DET
cblr-5118	229	2	most	most	ADV
cblr-5118	229	3	advanced	advanced	ADJ
cblr-5118	229	4	software	software	NOUN
cblr-5118	229	5	in	in	ADP
cblr-5118	229	6	this	this	DET
cblr-5118	229	7	respect	respect	NOUN
cblr-5118	229	8	appears	appear	VERB
cblr-5118	229	9	to	to	PART
cblr-5118	229	10	be	be	AUX
cblr-5118	229	11	the	the	DET
cblr-5118	229	12	aurora	aurora	PROPN
cblr-5118	229	13	system	system	NOUN
cblr-5118	229	14	,	,	PUNCT
cblr-5118	229	15	which	which	PRON
cblr-5118	229	16	is	be	AUX
cblr-5118	229	17	marketed	market	VERB
cblr-5118	229	18	as	as	ADP
cblr-5118	229	19	“	"	PUNCT
cblr-5118	229	20	the	the	DET
cblr-5118	229	21	world	world	NOUN
cblr-5118	229	22	’s	’s	PART
cblr-5118	229	23	leading	lead	VERB
cblr-5118	229	24	intelligent	intelligent	ADJ
cblr-5118	229	25	planning	planning	NOUN
cblr-5118	229	26	and	and	CCONJ
cblr-5118	229	27	scheduling	scheduling	NOUN
cblr-5118	229	28	software	software	NOUN
cblr-5118	229	29	solution	solution	NOUN
cblr-5118	229	30	that	that	PRON
cblr-5118	229	31	utilizes	utilize	VERB
cblr-5118	229	32	advanced	advanced	ADJ
cblr-5118	229	33	artificial	artificial	ADJ
cblr-5118	229	34	intelligence	intelligence	NOUN
cblr-5118	229	35	”	"	PUNCT
cblr-5118	229	36	and	and	CCONJ
cblr-5118	229	37	being	be	AUX
cblr-5118	229	38	capable	capable	ADJ
cblr-5118	229	39	of	of	ADP
cblr-5118	229	40	“	"	PUNCT
cblr-5118	229	41	incorporating	incorporate	VERB
cblr-5118	229	42	the	the	DET
cblr-5118	229	43	judgment	judgment	NOUN
cblr-5118	229	44	and	and	CCONJ
cblr-5118	229	45	experience	experience	NOUN
cblr-5118	229	46	of	of	ADP
cblr-5118	229	47	expert	expert	ADJ
cblr-5118	229	48	human	human	ADJ
cblr-5118	229	49	schedulers	scheduler	NOUN
cblr-5118	229	50	.	.	PUNCT
cblr-5118	229	51	”	"	PUNCT
cblr-5118	230	1	aurora	aurora	PROPN
cblr-5118	230	2	,	,	PUNCT
cblr-5118	230	3	stottler	stottler	NOUN
cblr-5118	230	4	henke	henke	PROPN
cblr-5118	230	5	,	,	PUNCT
cblr-5118	230	6	https://www.stottlerhenke.com/products/aurora	https://www.stottlerhenke.com/products/aurora	PROPN
cblr-5118	230	7	[	[	X
cblr-5118	230	8	https://perma.cc/zfd79tg5	https://perma.cc/zfd79tg5	PROPN
cblr-5118	230	9	]	]	X
cblr-5118	230	10	.	.	PUNCT
cblr-5118	231	1	57	57	NUM
cblr-5118	231	2	kolbjørnsrud	kolbjørnsrud	NOUN
cblr-5118	231	3	et	et	PROPN
cblr-5118	231	4	al	al	PROPN
cblr-5118	231	5	.	.	PROPN
cblr-5118	231	6	,	,	PUNCT
cblr-5118	231	7	supra	supra	PROPN
cblr-5118	231	8	note	note	PROPN
cblr-5118	231	9	49	49	NUM
cblr-5118	231	10	,	,	PUNCT
cblr-5118	231	11	at	at	ADP
cblr-5118	231	12	17	17	NUM
cblr-5118	231	13	.	.	PUNCT
cblr-5118	232	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	232	2	(	(	PUNCT
cblr-5118	232	3	do	do	AUX
cblr-5118	232	4	not	not	PART
cblr-5118	232	5	delte	delte	VERB
cblr-5118	232	6	)	)	PUNCT
cblr-5118	232	7	1/8/2020	1/8/2020	NUM
cblr-5118	232	8	4:46	4:46	NUM
cblr-5118	232	9	pm	pm	NOUN
cblr-5118	232	10	982	982	NUM
cblr-5118	232	11	columbia	columbia	PROPN
cblr-5118	232	12	business	business	NOUN
cblr-5118	232	13	law	law	PROPN
cblr-5118	232	14	review	review	NOUN
cblr-5118	233	1	[	[	X
cblr-5118	233	2	vol	vol	NOUN
cblr-5118	233	3	.	.	NOUN
cblr-5118	233	4	2019	2019	NUM
cblr-5118	233	5	remain	remain	VERB
cblr-5118	233	6	with	with	ADP
cblr-5118	233	7	human	human	ADJ
cblr-5118	233	8	users	user	NOUN
cblr-5118	233	9	or	or	CCONJ
cblr-5118	233	10	are	be	AUX
cblr-5118	233	11	at	at	ADP
cblr-5118	233	12	most	most	ADV
cblr-5118	233	13	shared	share	VERB
cblr-5118	233	14	between	between	ADP
cblr-5118	233	15	humans	human	NOUN
cblr-5118	233	16	and	and	CCONJ
cblr-5118	233	17	machines.58	machines.58	NOUN
cblr-5118	233	18	advisory	advisory	NOUN
cblr-5118	233	19	ai	ai	VERB
cblr-5118	233	20	is	be	AUX
cblr-5118	233	21	sometimes	sometimes	ADV
cblr-5118	233	22	called	call	VERB
cblr-5118	233	23	“	"	PUNCT
cblr-5118	233	24	augmented	augment	VERB
cblr-5118	233	25	intelligence	intelligence	NOUN
cblr-5118	233	26	.	.	PUNCT
cblr-5118	234	1	”59	”59	VERB
cblr-5118	234	2	the	the	DET
cblr-5118	234	3	augmentation	augmentation	NOUN
cblr-5118	234	4	refers	refer	VERB
cblr-5118	234	5	to	to	ADP
cblr-5118	234	6	a	a	DET
cblr-5118	234	7	combination	combination	NOUN
cblr-5118	234	8	of	of	ADP
cblr-5118	234	9	artificial	artificial	ADJ
cblr-5118	234	10	and	and	CCONJ
cblr-5118	234	11	human	human	ADJ
cblr-5118	234	12	intelligence	intelligence	NOUN
cblr-5118	234	13	,	,	PUNCT
cblr-5118	234	14	in	in	ADP
cblr-5118	234	15	which	which	PRON
cblr-5118	234	16	ai	ai	AUX
cblr-5118	234	17	does	do	AUX
cblr-5118	234	18	not	not	PART
cblr-5118	234	19	replace	replace	VERB
cblr-5118	234	20	human	human	ADJ
cblr-5118	234	21	intelligence	intelligence	NOUN
cblr-5118	234	22	,	,	PUNCT
cblr-5118	234	23	but	but	CCONJ
cblr-5118	234	24	leverages	leverage	NOUN
cblr-5118	234	25	or	or	CCONJ
cblr-5118	234	26	improves	improve	VERB
cblr-5118	234	27	it	it	PRON
cblr-5118	234	28	by	by	ADP
cblr-5118	234	29	,	,	PUNCT
cblr-5118	234	30	for	for	ADP
cblr-5118	234	31	example	example	NOUN
cblr-5118	234	32	,	,	PUNCT
cblr-5118	234	33	giving	give	VERB
cblr-5118	234	34	information	information	NOUN
cblr-5118	234	35	and	and	CCONJ
cblr-5118	234	36	advice	advice	NOUN
cblr-5118	234	37	that	that	PRON
cblr-5118	234	38	would	would	AUX
cblr-5118	234	39	otherwise	otherwise	ADV
cblr-5118	234	40	be	be	AUX
cblr-5118	234	41	unavailable	unavailable	ADJ
cblr-5118	234	42	or	or	CCONJ
cblr-5118	234	43	more	more	ADV
cblr-5118	234	44	difficult	difficult	ADJ
cblr-5118	234	45	and	and	CCONJ
cblr-5118	234	46	time	time	NOUN
cblr-5118	234	47	consuming	consume	VERB
cblr-5118	234	48	to	to	ADP
cblr-5118	234	49	obtain.60	obtain.60	PROPN
cblr-5118	234	50	augmentation	augmentation	NOUN
cblr-5118	234	51	can	can	AUX
cblr-5118	234	52	also	also	ADV
cblr-5118	234	53	mean	mean	VERB
cblr-5118	234	54	that	that	SCONJ
cblr-5118	234	55	“	"	PUNCT
cblr-5118	234	56	humans	human	NOUN
cblr-5118	234	57	and	and	CCONJ
cblr-5118	234	58	machines	machine	NOUN
cblr-5118	234	59	learn	learn	VERB
cblr-5118	234	60	from	from	ADP
cblr-5118	234	61	each	each	DET
cblr-5118	234	62	other	other	ADJ
cblr-5118	234	63	and	and	CCONJ
cblr-5118	234	64	redefine	redefine	VERB
cblr-5118	234	65	the	the	DET
cblr-5118	234	66	breadth	breadth	NOUN
cblr-5118	234	67	and	and	CCONJ
cblr-5118	234	68	depth	depth	NOUN
cblr-5118	234	69	of	of	ADP
cblr-5118	234	70	what	what	PRON
cblr-5118	234	71	they	they	PRON
cblr-5118	234	72	do	do	AUX
cblr-5118	234	73	together	together	ADV
cblr-5118	234	74	.	.	PUNCT
cblr-5118	235	1	”61	”61	VERB
cblr-5118	235	2	a	a	DET
cblr-5118	235	3	particularly	particularly	ADV
cblr-5118	235	4	salient	salient	ADJ
cblr-5118	235	5	example	example	NOUN
cblr-5118	235	6	of	of	ADP
cblr-5118	235	7	augmented	augment	VERB
cblr-5118	235	8	ai	ai	PROPN
cblr-5118	235	9	is	be	AUX
cblr-5118	235	10	ibm	ibm	PROPN
cblr-5118	235	11	’s	’s	PART
cblr-5118	235	12	watson	watson	PROPN
cblr-5118	235	13	platform	platform	NOUN
cblr-5118	235	14	.	.	PUNCT
cblr-5118	236	1	among	among	ADP
cblr-5118	236	2	other	other	ADJ
cblr-5118	236	3	achievements	achievement	NOUN
cblr-5118	236	4	,	,	PUNCT
cblr-5118	236	5	watson	watson	PROPN
cblr-5118	236	6	is	be	AUX
cblr-5118	236	7	known	know	VERB
cblr-5118	236	8	for	for	ADP
cblr-5118	236	9	repeatedly	repeatedly	ADV
cblr-5118	236	10	beating	beat	VERB
cblr-5118	236	11	two	two	NUM
cblr-5118	236	12	human	human	ADJ
cblr-5118	236	13	champions	champion	NOUN
cblr-5118	236	14	at	at	ADP
cblr-5118	236	15	the	the	DET
cblr-5118	236	16	game	game	NOUN
cblr-5118	236	17	show	show	NOUN
cblr-5118	236	18	“	"	PUNCT
cblr-5118	236	19	jeopardy	jeopardy	NOUN
cblr-5118	236	20	”	"	PUNCT
cblr-5118	236	21	in	in	ADP
cblr-5118	236	22	2011.62	2011.62	NUM
cblr-5118	236	23	watson	watson	NOUN
cblr-5118	236	24	’s	’s	PART
cblr-5118	236	25	use	use	NOUN
cblr-5118	236	26	,	,	PUNCT
cblr-5118	236	27	of	of	ADP
cblr-5118	236	28	course	course	NOUN
cblr-5118	236	29	,	,	PUNCT
cblr-5118	236	30	goes	go	VERB
cblr-5118	236	31	far	far	ADV
cblr-5118	236	32	beyond	beyond	ADP
cblr-5118	236	33	trivia	trivium	NOUN
cblr-5118	236	34	and	and	CCONJ
cblr-5118	236	35	games	game	NOUN
cblr-5118	236	36	.	.	PUNCT
cblr-5118	237	1	it	it	PRON
cblr-5118	237	2	excels	excel	VERB
cblr-5118	237	3	in	in	ADP
cblr-5118	237	4	different	different	ADJ
cblr-5118	237	5	environments	environment	NOUN
cblr-5118	237	6	at	at	ADP
cblr-5118	237	7	a	a	DET
cblr-5118	237	8	multitude	multitude	NOUN
cblr-5118	237	9	of	of	ADP
cblr-5118	237	10	serious	serious	ADJ
cblr-5118	237	11	tasks	task	NOUN
cblr-5118	237	12	,	,	PUNCT
cblr-5118	237	13	including	include	VERB
cblr-5118	237	14	medical	medical	ADJ
cblr-5118	237	15	diagnosis	diagnosis	NOUN
cblr-5118	237	16	,	,	PUNCT
cblr-5118	237	17	wealth	wealth	NOUN
cblr-5118	237	18	management	management	NOUN
cblr-5118	237	19	and	and	CCONJ
cblr-5118	237	20	financial	financial	ADJ
cblr-5118	237	21	advice	advice	NOUN
cblr-5118	237	22	,	,	PUNCT
cblr-5118	237	23	legal	legal	ADJ
cblr-5118	237	24	due	due	ADJ
cblr-5118	237	25	diligence	diligence	NOUN
cblr-5118	237	26	,	,	PUNCT
cblr-5118	237	27	and	and	CCONJ
cblr-5118	237	28	sales	sale	NOUN
cblr-5118	237	29	coaching.63	coaching.63	PROPN
cblr-5118	237	30	autonomous	autonomous	ADJ
cblr-5118	237	31	ai	ai	PROPN
cblr-5118	237	32	.	.	PUNCT
cblr-5118	238	1	the	the	DET
cblr-5118	238	2	third	third	ADJ
cblr-5118	238	3	and	and	CCONJ
cblr-5118	238	4	most	most	ADV
cblr-5118	238	5	advanced	advanced	ADJ
cblr-5118	238	6	role	role	NOUN
cblr-5118	238	7	of	of	ADP
cblr-5118	238	8	ai	ai	NOUN
cblr-5118	238	9	is	be	AUX
cblr-5118	238	10	that	that	PRON
cblr-5118	238	11	of	of	ADP
cblr-5118	238	12	an	an	DET
cblr-5118	238	13	actor	actor	NOUN
cblr-5118	238	14	.	.	PUNCT
cblr-5118	239	1	ai	ai	AUX
cblr-5118	239	2	in	in	ADP
cblr-5118	239	3	this	this	DET
cblr-5118	239	4	category	category	NOUN
cblr-5118	239	5	can	can	AUX
cblr-5118	239	6	“	"	PUNCT
cblr-5118	239	7	proactively	proactively	ADV
cblr-5118	239	8	and	and	CCONJ
cblr-5118	239	9	autonomously	autonomously	ADV
cblr-5118	239	10	evaluate	evaluate	VERB
cblr-5118	239	11	options	option	NOUN
cblr-5118	239	12	—	—	PUNCT
cblr-5118	239	13	making	make	VERB
cblr-5118	239	14	decisions	decision	NOUN
cblr-5118	239	15	or	or	CCONJ
cblr-5118	239	16	challenging	challenge	VERB
cblr-5118	239	17	the	the	DET
cblr-5118	239	18	status	status	NOUN
cblr-5118	239	19	quo	quo	NOUN
cblr-5118	239	20	.	.	PUNCT
cblr-5118	240	1	”64	”64	PROPN
cblr-5118	240	2	crucially	crucially	ADV
cblr-5118	240	3	,	,	PUNCT
cblr-5118	240	4	in	in	ADP
cblr-5118	240	5	contrast	contrast	NOUN
cblr-5118	240	6	to	to	ADP
cblr-5118	240	7	the	the	DET
cblr-5118	240	8	previous	previous	ADJ
cblr-5118	240	9	two	two	NUM
cblr-5118	240	10	categories	category	NOUN
cblr-5118	240	11	,	,	PUNCT
cblr-5118	240	12	when	when	SCONJ
cblr-5118	240	13	it	it	PRON
cblr-5118	240	14	comes	come	VERB
cblr-5118	240	15	to	to	ADP
cblr-5118	240	16	autonomous	autonomous	ADJ
cblr-5118	240	17	ai	ai	VERB
cblr-5118	240	18	“	"	PUNCT
cblr-5118	240	19	the	the	DET
cblr-5118	240	20	decision	decision	NOUN
cblr-5118	240	21	rights	right	NOUN
cblr-5118	240	22	are	be	AUX
cblr-5118	240	23	with	with	ADP
cblr-5118	240	24	the	the	DET
cblr-5118	240	25	machine	machine	NOUN
cblr-5118	240	26	.	.	PUNCT
cblr-5118	241	1	”65	”65	PROPN
cblr-5118	241	2	today	today	NOUN
cblr-5118	241	3	,	,	PUNCT
cblr-5118	241	4	perhaps	perhaps	ADV
cblr-5118	241	5	the	the	DET
cblr-5118	241	6	most	most	ADV
cblr-5118	241	7	prominent	prominent	ADJ
cblr-5118	241	8	example	example	NOUN
cblr-5118	241	9	of	of	ADP
cblr-5118	241	10	autonomous	autonomous	ADJ
cblr-5118	241	11	ai	ai	NOUN
cblr-5118	241	12	is	be	AUX
cblr-5118	241	13	the	the	DET
cblr-5118	241	14	advent	advent	NOUN
cblr-5118	241	15	of	of	ADP
cblr-5118	241	16	the	the	DET
cblr-5118	241	17	fully	fully	ADV
cblr-5118	241	18	autonomous	autonomous	ADJ
cblr-5118	241	19	vehicle	vehicle	NOUN
cblr-5118	241	20	,	,	PUNCT
cblr-5118	241	21	whose	whose	DET
cblr-5118	241	22	emergence	emergence	NOUN
cblr-5118	241	23	,	,	PUNCT
cblr-5118	241	24	according	accord	VERB
cblr-5118	241	25	to	to	ADP
cblr-5118	241	26	companies	company	NOUN
cblr-5118	241	27	such	such	ADJ
cblr-5118	241	28	as	as	ADP
cblr-5118	241	29	alphabet	alphabet	PROPN
cblr-5118	241	30	inc	inc	PROPN
cblr-5118	241	31	.	.	PROPN
cblr-5118	241	32	’s	’s	PART
cblr-5118	241	33	subsidiary	subsidiary	PROPN
cblr-5118	241	34	waymo	waymo	PROPN
cblr-5118	241	35	,	,	PUNCT
cblr-5118	241	36	tesla	tesla	PROPN
cblr-5118	241	37	,	,	PUNCT
cblr-5118	241	38	58	58	NUM
cblr-5118	241	39	see	see	VERB
cblr-5118	241	40	rao	rao	PROPN
cblr-5118	241	41	,	,	PUNCT
cblr-5118	241	42	supra	supra	PROPN
cblr-5118	241	43	note	note	NOUN
cblr-5118	241	44	55	55	NUM
cblr-5118	241	45	.	.	NUM
cblr-5118	242	1	59	59	NUM
cblr-5118	243	1	i	i	NOUN
cblr-5118	243	2	d.	d.	PROPN
cblr-5118	243	3	60	60	NUM
cblr-5118	243	4	see	see	VERB
cblr-5118	243	5	i	i	PRON
cblr-5118	243	6	d.	d.	PROPN
cblr-5118	243	7	61	61	NUM
cblr-5118	244	1	i	i	PRON
cblr-5118	244	2	d.	d.	PROPN
cblr-5118	244	3	62	62	NUM
cblr-5118	244	4	john	john	PROPN
cblr-5118	244	5	markoff	markoff	PROPN
cblr-5118	244	6	,	,	PUNCT
cblr-5118	244	7	computer	computer	NOUN
cblr-5118	244	8	wins	win	VERB
cblr-5118	244	9	on	on	ADP
cblr-5118	244	10	‘	'	PUNCT
cblr-5118	244	11	jeopardy	jeopardy	NOUN
cblr-5118	244	12	!	!	PUNCT
cblr-5118	244	13	’	'	PUNCT
cblr-5118	245	1	:	:	PUNCT
cblr-5118	245	2	trivial	trivial	ADJ
cblr-5118	245	3	,	,	PUNCT
cblr-5118	245	4	it	it	PRON
cblr-5118	245	5	’s	’	VERB
cblr-5118	245	6	not	not	PART
cblr-5118	245	7	,	,	PUNCT
cblr-5118	245	8	n.y	n.y	PROPN
cblr-5118	245	9	.	.	PROPN
cblr-5118	245	10	times	times	PROPN
cblr-5118	245	11	(	(	PUNCT
cblr-5118	245	12	feb	feb	PROPN
cblr-5118	245	13	.	.	PROPN
cblr-5118	245	14	16	16	NUM
cblr-5118	245	15	,	,	PUNCT
cblr-5118	245	16	2011	2011	NUM
cblr-5118	245	17	)	)	PUNCT
cblr-5118	245	18	,	,	PUNCT
cblr-5118	245	19	https://www.nytimes.com/2011/02/17/science/17jeopardy-watson.html	https://www.nytimes.com/2011/02/17/science/17jeopardy-watson.html	PUNCT
cblr-5118	245	20	?	?	PUNCT
cblr-5118	246	1	[	[	X
cblr-5118	246	2	https://perma.cc/d82s-q4b2	https://perma.cc/d82s-q4b2	NOUN
cblr-5118	246	3	]	]	PUNCT
cblr-5118	246	4	.	.	PUNCT
cblr-5118	247	1	63	63	NUM
cblr-5118	247	2	see	see	VERB
cblr-5118	247	3	i	i	PROPN
cblr-5118	247	4	d.	d.	PROPN
cblr-5118	247	5	;	;	PUNCT
cblr-5118	247	6	conner	conner	PROPN
cblr-5118	247	7	forrest	forrest	PROPN
cblr-5118	247	8	,	,	PUNCT
cblr-5118	247	9	ibm	ibm	PROPN
cblr-5118	247	10	watson	watson	PROPN
cblr-5118	247	11	:	:	PUNCT
cblr-5118	247	12	what	what	PRON
cblr-5118	247	13	are	be	AUX
cblr-5118	247	14	companies	company	NOUN
cblr-5118	247	15	using	use	VERB
cblr-5118	247	16	it	it	PRON
cblr-5118	247	17	for	for	ADP
cblr-5118	247	18	?	?	PUNCT
cblr-5118	247	19	,	,	PUNCT
cblr-5118	247	20	zdnet	zdnet	PROPN
cblr-5118	247	21	(	(	PUNCT
cblr-5118	247	22	sept	sept	PROPN
cblr-5118	247	23	.	.	PROPN
cblr-5118	247	24	1	1	NUM
cblr-5118	247	25	,	,	PUNCT
cblr-5118	247	26	2015	2015	NUM
cblr-5118	247	27	)	)	PUNCT
cblr-5118	247	28	,	,	PUNCT
cblr-5118	247	29	https://www.zdnet.com/article/ibm-watsonwhat-are-companies-using-it-for	https://www.zdnet.com/article/ibm-watsonwhat-are-companies-using-it-for	PROPN
cblr-5118	247	30	[	[	X
cblr-5118	247	31	https://perma.cc/xq2h-n8ln	https://perma.cc/xq2h-n8ln	X
cblr-5118	247	32	]	]	SYM
cblr-5118	247	33	.	.	PUNCT
cblr-5118	248	1	64	64	NUM
cblr-5118	248	2	kolbjørnsrud	kolbjørnsrud	NOUN
cblr-5118	248	3	et	et	PROPN
cblr-5118	248	4	al	al	PROPN
cblr-5118	248	5	.	.	PROPN
cblr-5118	248	6	,	,	PUNCT
cblr-5118	248	7	supra	supra	PROPN
cblr-5118	248	8	note	note	PROPN
cblr-5118	248	9	49	49	NUM
cblr-5118	248	10	,	,	PUNCT
cblr-5118	248	11	at	at	ADP
cblr-5118	248	12	17	17	NUM
cblr-5118	248	13	.	.	PUNCT
cblr-5118	249	1	65	65	NUM
cblr-5118	249	2	rao	rao	PROPN
cblr-5118	249	3	,	,	PUNCT
cblr-5118	249	4	supra	supra	PROPN
cblr-5118	249	5	note	note	NOUN
cblr-5118	249	6	55	55	NUM
cblr-5118	249	7	.	.	X
cblr-5118	250	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	250	2	(	(	PUNCT
cblr-5118	250	3	do	do	AUX
cblr-5118	250	4	not	not	PART
cblr-5118	250	5	delete	delete	VERB
cblr-5118	250	6	)	)	PUNCT
cblr-5118	250	7	1/8/2020	1/8/2020	NUM
cblr-5118	250	8	4:46	4:46	NUM
cblr-5118	250	9	pm	pm	NOUN
cblr-5118	250	10	no	no	INTJ
cblr-5118	250	11	.	.	PUNCT
cblr-5118	251	1	3:965	3:965	NUM
cblr-5118	251	2	]	]	X
cblr-5118	251	3	corporate	corporate	ADJ
cblr-5118	251	4	management	management	NOUN
cblr-5118	251	5	in	in	ADP
cblr-5118	251	6	the	the	DET
cblr-5118	251	7	age	age	NOUN
cblr-5118	251	8	of	of	ADP
cblr-5118	251	9	ai	ai	PROPN
cblr-5118	251	10	983	983	NUM
cblr-5118	251	11	uber	uber	ADJ
cblr-5118	251	12	,	,	PUNCT
cblr-5118	251	13	and	and	CCONJ
cblr-5118	251	14	others	other	NOUN
cblr-5118	251	15	,	,	PUNCT
cblr-5118	251	16	will	will	AUX
cblr-5118	251	17	soon	soon	ADV
cblr-5118	251	18	become	become	VERB
cblr-5118	251	19	reality.66	reality.66	NOUN
cblr-5118	251	20	in	in	ADP
cblr-5118	251	21	the	the	DET
cblr-5118	251	22	corporate	corporate	ADJ
cblr-5118	251	23	management	management	NOUN
cblr-5118	251	24	context	context	NOUN
cblr-5118	251	25	,	,	PUNCT
cblr-5118	251	26	there	there	PRON
cblr-5118	251	27	are	be	VERB
cblr-5118	251	28	already	already	ADV
cblr-5118	251	29	several	several	ADJ
cblr-5118	251	30	specific	specific	ADJ
cblr-5118	251	31	autonomous	autonomous	ADJ
cblr-5118	251	32	ai	ai	NOUN
cblr-5118	251	33	applications	application	NOUN
cblr-5118	251	34	in	in	ADP
cblr-5118	251	35	use	use	NOUN
cblr-5118	251	36	.	.	PUNCT
cblr-5118	252	1	they	they	PRON
cblr-5118	252	2	perform	perform	VERB
cblr-5118	252	3	tasks	task	NOUN
cblr-5118	252	4	such	such	ADJ
cblr-5118	252	5	as	as	ADP
cblr-5118	252	6	autonomous	autonomous	ADJ
cblr-5118	252	7	robotic	robotic	ADJ
cblr-5118	252	8	trading	trading	NOUN
cblr-5118	252	9	of	of	ADP
cblr-5118	252	10	securities	security	NOUN
cblr-5118	252	11	and	and	CCONJ
cblr-5118	252	12	handling	handling	NOUN
cblr-5118	252	13	of	of	ADP
cblr-5118	252	14	loan	loan	NOUN
cblr-5118	252	15	applications.67	applications.67	NOUN
cblr-5118	252	16	the	the	DET
cblr-5118	252	17	use	use	NOUN
cblr-5118	252	18	of	of	ADP
cblr-5118	252	19	such	such	ADJ
cblr-5118	252	20	systems	system	NOUN
cblr-5118	252	21	is	be	AUX
cblr-5118	252	22	not	not	PART
cblr-5118	252	23	yet	yet	ADV
cblr-5118	252	24	widespread	widespread	ADJ
cblr-5118	252	25	,	,	PUNCT
cblr-5118	252	26	but	but	CCONJ
cblr-5118	252	27	are	be	AUX
cblr-5118	252	28	,	,	PUNCT
cblr-5118	252	29	according	accord	VERB
cblr-5118	252	30	to	to	ADP
cblr-5118	252	31	an	an	DET
cblr-5118	252	32	accenture	accenture	NOUN
cblr-5118	252	33	study	study	NOUN
cblr-5118	252	34	on	on	ADP
cblr-5118	252	35	the	the	DET
cblr-5118	252	36	promise	promise	NOUN
cblr-5118	252	37	of	of	ADP
cblr-5118	252	38	artificial	artificial	ADJ
cblr-5118	252	39	intelligence	intelligence	NOUN
cblr-5118	252	40	,	,	PUNCT
cblr-5118	252	41	“	"	PUNCT
cblr-5118	252	42	increasingly	increasingly	ADV
cblr-5118	252	43	becoming	become	VERB
cblr-5118	252	44	commonplace	commonplace	ADJ
cblr-5118	252	45	.	.	PUNCT
cblr-5118	253	1	”68	”68	PROPN
cblr-5118	254	1	2	2	NUM
cblr-5118	254	2	.	.	X
cblr-5118	254	3	administrative	administrative	ADJ
cblr-5118	254	4	work	work	NOUN
cblr-5118	254	5	vs.	vs.	ADP
cblr-5118	254	6	judgment	judgment	NOUN
cblr-5118	254	7	work	work	NOUN
cblr-5118	254	8	the	the	DET
cblr-5118	254	9	previous	previous	ADJ
cblr-5118	254	10	section	section	NOUN
cblr-5118	254	11	considered	consider	VERB
cblr-5118	254	12	the	the	DET
cblr-5118	254	13	types	type	NOUN
cblr-5118	254	14	of	of	ADP
cblr-5118	254	15	roles	role	NOUN
cblr-5118	254	16	that	that	PRON
cblr-5118	254	17	ai	ai	VERB
cblr-5118	254	18	can	can	AUX
cblr-5118	254	19	assume	assume	VERB
cblr-5118	254	20	with	with	ADP
cblr-5118	254	21	reference	reference	NOUN
cblr-5118	254	22	to	to	ADP
cblr-5118	254	23	the	the	DET
cblr-5118	254	24	differing	differ	VERB
cblr-5118	254	25	types	type	NOUN
cblr-5118	254	26	of	of	ADP
cblr-5118	254	27	ai	ai	VERB
cblr-5118	254	28	and	and	CCONJ
cblr-5118	254	29	their	their	PRON
cblr-5118	254	30	corresponding	corresponding	ADJ
cblr-5118	254	31	levels	level	NOUN
cblr-5118	254	32	of	of	ADP
cblr-5118	254	33	autonomy	autonomy	NOUN
cblr-5118	254	34	and	and	CCONJ
cblr-5118	254	35	productivity	productivity	NOUN
cblr-5118	254	36	.	.	PUNCT
cblr-5118	255	1	the	the	DET
cblr-5118	255	2	present	present	ADJ
cblr-5118	255	3	section	section	NOUN
cblr-5118	255	4	moves	move	VERB
cblr-5118	255	5	to	to	PART
cblr-5118	255	6	consider	consider	VERB
cblr-5118	255	7	the	the	DET
cblr-5118	255	8	types	type	NOUN
cblr-5118	255	9	of	of	ADP
cblr-5118	255	10	tasks	task	NOUN
cblr-5118	255	11	that	that	PRON
cblr-5118	255	12	may	may	AUX
cblr-5118	255	13	be	be	AUX
cblr-5118	255	14	suitable	suitable	ADJ
cblr-5118	255	15	for	for	ADP
cblr-5118	255	16	ai	ai	NOUN
cblr-5118	255	17	.	.	PUNCT
cblr-5118	256	1	an	an	DET
cblr-5118	256	2	important	important	ADJ
cblr-5118	256	3	distinction	distinction	NOUN
cblr-5118	256	4	to	to	PART
cblr-5118	256	5	keep	keep	VERB
cblr-5118	256	6	in	in	ADP
cblr-5118	256	7	mind	mind	NOUN
cblr-5118	256	8	when	when	SCONJ
cblr-5118	256	9	thinking	think	VERB
cblr-5118	256	10	about	about	ADP
cblr-5118	256	11	whether	whether	SCONJ
cblr-5118	256	12	ai	ai	NOUN
cblr-5118	256	13	can	can	AUX
cblr-5118	256	14	take	take	VERB
cblr-5118	256	15	over	over	ADP
cblr-5118	256	16	corporate	corporate	ADJ
cblr-5118	256	17	management	management	NOUN
cblr-5118	256	18	is	be	AUX
cblr-5118	256	19	between	between	ADP
cblr-5118	256	20	administrative	administrative	ADJ
cblr-5118	256	21	work	work	NOUN
cblr-5118	256	22	and	and	CCONJ
cblr-5118	256	23	judgment	judgment	NOUN
cblr-5118	256	24	work.69	work.69	NOUN
cblr-5118	256	25	the	the	DET
cblr-5118	256	26	accenture	accenture	NOUN
cblr-5118	256	27	study	study	NOUN
cblr-5118	256	28	referred	refer	VERB
cblr-5118	256	29	to	to	ADP
cblr-5118	256	30	above	above	ADV
cblr-5118	256	31	describes	describe	VERB
cblr-5118	256	32	administrative	administrative	ADJ
cblr-5118	256	33	work	work	NOUN
cblr-5118	256	34	in	in	ADP
cblr-5118	256	35	the	the	DET
cblr-5118	256	36	corporate	corporate	ADJ
cblr-5118	256	37	management	management	NOUN
cblr-5118	256	38	context	context	NOUN
cblr-5118	256	39	as	as	ADP
cblr-5118	256	40	consisting	consist	VERB
cblr-5118	256	41	of	of	ADP
cblr-5118	256	42	“	"	PUNCT
cblr-5118	256	43	[	[	X
cblr-5118	256	44	a]dministrative	a]dministrative	ADJ
cblr-5118	256	45	and	and	CCONJ
cblr-5118	256	46	routine	routine	ADJ
cblr-5118	256	47	tasks	task	NOUN
cblr-5118	256	48	,	,	PUNCT
cblr-5118	256	49	such	such	ADJ
cblr-5118	256	50	as	as	ADP
cblr-5118	256	51	66	66	NUM
cblr-5118	256	52	see	see	NOUN
cblr-5118	256	53	,	,	PUNCT
cblr-5118	256	54	e.g.	e.g.	ADV
cblr-5118	256	55	,	,	PUNCT
cblr-5118	256	56	jeb	jeb	PROPN
cblr-5118	256	57	su	su	PROPN
cblr-5118	256	58	,	,	PUNCT
cblr-5118	256	59	tesla	tesla	PROPN
cblr-5118	256	60	could	could	AUX
cblr-5118	256	61	have	have	VERB
cblr-5118	256	62	full	full	ADJ
cblr-5118	256	63	self	self	NOUN
cblr-5118	256	64	-	-	PUNCT
cblr-5118	256	65	driving	drive	VERB
cblr-5118	256	66	cars	car	NOUN
cblr-5118	256	67	on	on	ADP
cblr-5118	256	68	the	the	DET
cblr-5118	256	69	road	road	NOUN
cblr-5118	256	70	by	by	ADP
cblr-5118	256	71	2019	2019	NUM
cblr-5118	256	72	,	,	PUNCT
cblr-5118	256	73	elon	elon	PROPN
cblr-5118	256	74	musk	musk	PROPN
cblr-5118	256	75	says	say	VERB
cblr-5118	256	76	,	,	PUNCT
cblr-5118	256	77	forbes	forbes	PROPN
cblr-5118	256	78	(	(	PUNCT
cblr-5118	256	79	nov	nov	PROPN
cblr-5118	256	80	.	.	PROPN
cblr-5118	256	81	7	7	NUM
cblr-5118	256	82	,	,	PUNCT
cblr-5118	256	83	2018	2018	NUM
cblr-5118	256	84	)	)	PUNCT
cblr-5118	256	85	,	,	PUNCT
cblr-5118	256	86	https://www.forbes.com/sites/jeanbaptiste/2018/11/07/tesla-could-have-fullself-driving-cars-on-the-road-by-2019-elon-musk-says	https://www.forbes.com/sites/jeanbaptiste/2018/11/07/tesla-could-have-fullself-driving-cars-on-the-road-by-2019-elon-musk-say	VERB
cblr-5118	257	1	[	[	X
cblr-5118	257	2	https://perma.cc/jkd2-2y4x	https://perma.cc/jkd2-2y4x	X
cblr-5118	257	3	]	]	PUNCT
cblr-5118	257	4	.	.	PUNCT
cblr-5118	258	1	67	67	NUM
cblr-5118	258	2	examples	example	NOUN
cblr-5118	258	3	of	of	ADP
cblr-5118	258	4	existing	exist	VERB
cblr-5118	258	5	ai	ai	NOUN
cblr-5118	258	6	-	-	PUNCT
cblr-5118	258	7	based	base	VERB
cblr-5118	258	8	software	software	NOUN
cblr-5118	258	9	can	can	AUX
cblr-5118	258	10	be	be	AUX
cblr-5118	258	11	found	find	VERB
cblr-5118	258	12	in	in	ADP
cblr-5118	258	13	nilsson	nilsson	PROPN
cblr-5118	258	14	,	,	PUNCT
cblr-5118	258	15	supra	supra	PROPN
cblr-5118	258	16	note	note	PROPN
cblr-5118	258	17	56	56	NUM
cblr-5118	258	18	,	,	PUNCT
cblr-5118	258	19	at	at	ADP
cblr-5118	258	20	507–13	507–13	NUM
cblr-5118	258	21	and	and	CCONJ
cblr-5118	258	22	kolbjørnsrud	kolbjørnsrud	VERB
cblr-5118	258	23	et	et	PROPN
cblr-5118	258	24	al	al	PROPN
cblr-5118	258	25	.	.	PROPN
cblr-5118	258	26	,	,	PUNCT
cblr-5118	258	27	supra	supra	PROPN
cblr-5118	258	28	note	note	PROPN
cblr-5118	258	29	49	49	NUM
cblr-5118	258	30	,	,	PUNCT
cblr-5118	258	31	at	at	ADP
cblr-5118	258	32	17	17	NUM
cblr-5118	258	33	.	.	PUNCT
cblr-5118	259	1	particularly	particularly	ADV
cblr-5118	259	2	interesting	interesting	ADJ
cblr-5118	259	3	is	be	AUX
cblr-5118	259	4	the	the	DET
cblr-5118	259	5	description	description	NOUN
cblr-5118	259	6	of	of	ADP
cblr-5118	259	7	a	a	DET
cblr-5118	259	8	business	business	NOUN
cblr-5118	259	9	intelligence	intelligence	NOUN
cblr-5118	259	10	tool	tool	NOUN
cblr-5118	259	11	whose	whose	DET
cblr-5118	259	12	“	"	PUNCT
cblr-5118	259	13	[	[	X
cblr-5118	259	14	c]onclusions	c]onclusion	NOUN
cblr-5118	259	15	are	be	AUX
cblr-5118	259	16	used	use	VERB
cblr-5118	259	17	to	to	PART
cblr-5118	259	18	communicate	communicate	VERB
cblr-5118	259	19	policy	policy	NOUN
cblr-5118	259	20	,	,	PUNCT
cblr-5118	259	21	late	late	ADV
cblr-5118	259	22	-	-	PUNCT
cblr-5118	259	23	breaking	break	VERB
cblr-5118	259	24	business	business	NOUN
cblr-5118	259	25	opportunities	opportunity	NOUN
cblr-5118	259	26	,	,	PUNCT
cblr-5118	259	27	and	and	CCONJ
cblr-5118	259	28	needs	need	VERB
cblr-5118	259	29	for	for	ADP
cblr-5118	259	30	action	action	NOUN
cblr-5118	259	31	”	"	PUNCT
cblr-5118	259	32	which	which	PRON
cblr-5118	259	33	can	can	AUX
cblr-5118	259	34	trigger	trigger	VERB
cblr-5118	259	35	“	"	PUNCT
cblr-5118	259	36	automatic	automatic	ADJ
cblr-5118	259	37	actions	action	NOUN
cblr-5118	259	38	such	such	ADJ
cblr-5118	259	39	as	as	ADP
cblr-5118	259	40	ordering	ordering	NOUN
cblr-5118	259	41	,	,	PUNCT
cblr-5118	259	42	sending	send	VERB
cblr-5118	259	43	e	e	NOUN
cblr-5118	259	44	-	-	NOUN
cblr-5118	259	45	mails	mail	NOUN
cblr-5118	259	46	,	,	PUNCT
cblr-5118	259	47	and	and	CCONJ
cblr-5118	259	48	so	so	ADV
cblr-5118	259	49	on	on	ADV
cblr-5118	259	50	.	.	PUNCT
cblr-5118	259	51	”	"	PUNCT
cblr-5118	260	1	nilsson	nilsson	PROPN
cblr-5118	260	2	,	,	PUNCT
cblr-5118	260	3	supra	supra	PROPN
cblr-5118	260	4	note	note	PROPN
cblr-5118	260	5	56	56	NUM
cblr-5118	260	6	,	,	PUNCT
cblr-5118	260	7	at	at	ADP
cblr-5118	260	8	510–11	510–11	NUM
cblr-5118	260	9	.	.	PUNCT
cblr-5118	261	1	on	on	ADP
cblr-5118	261	2	algorithmic	algorithmic	ADJ
cblr-5118	261	3	trading	trading	NOUN
cblr-5118	261	4	,	,	PUNCT
cblr-5118	261	5	see	see	VERB
cblr-5118	261	6	for	for	ADP
cblr-5118	261	7	example	example	NOUN
cblr-5118	261	8	gregory	gregory	PROPN
cblr-5118	261	9	scopino	scopino	PROPN
cblr-5118	261	10	,	,	PUNCT
cblr-5118	261	11	preparing	prepare	VERB
cblr-5118	261	12	financial	financial	ADJ
cblr-5118	261	13	regulation	regulation	NOUN
cblr-5118	261	14	for	for	ADP
cblr-5118	261	15	the	the	DET
cblr-5118	261	16	second	second	ADJ
cblr-5118	261	17	machine	machine	NOUN
cblr-5118	261	18	age	age	NOUN
cblr-5118	261	19	:	:	PUNCT
cblr-5118	261	20	the	the	DET
cblr-5118	261	21	need	need	NOUN
cblr-5118	261	22	for	for	ADP
cblr-5118	261	23	oversight	oversight	NOUN
cblr-5118	261	24	of	of	ADP
cblr-5118	261	25	digital	digital	ADJ
cblr-5118	261	26	intermediaries	intermediary	NOUN
cblr-5118	261	27	in	in	ADP
cblr-5118	261	28	the	the	DET
cblr-5118	261	29	futures	future	NOUN
cblr-5118	261	30	markets	market	NOUN
cblr-5118	261	31	,	,	PUNCT
cblr-5118	261	32	2015	2015	NUM
cblr-5118	261	33	colum	colum	NOUN
cblr-5118	261	34	.	.	PUNCT
cblr-5118	262	1	bus	bus	NOUN
cblr-5118	262	2	.	.	PUNCT
cblr-5118	263	1	l.	l.	PROPN
cblr-5118	263	2	rev	rev	PROPN
cblr-5118	263	3	.	.	PROPN
cblr-5118	263	4	439	439	NUM
cblr-5118	263	5	,	,	PUNCT
cblr-5118	263	6	439	439	NUM
cblr-5118	263	7	(	(	PUNCT
cblr-5118	263	8	2015	2015	NUM
cblr-5118	263	9	)	)	PUNCT
cblr-5118	263	10	;	;	PUNCT
cblr-5118	264	1	tom	tom	PROPN
cblr-5118	264	2	c.w	c.w	PROPN
cblr-5118	264	3	.	.	PROPN
cblr-5118	264	4	lin	lin	PROPN
cblr-5118	264	5	,	,	PUNCT
cblr-5118	264	6	the	the	DET
cblr-5118	264	7	new	new	ADJ
cblr-5118	264	8	investor	investor	NOUN
cblr-5118	264	9	,	,	PUNCT
cblr-5118	264	10	60	60	NUM
cblr-5118	264	11	ucla	ucla	PROPN
cblr-5118	264	12	l.	l.	PROPN
cblr-5118	264	13	rev	rev	PROPN
cblr-5118	264	14	.	.	PROPN
cblr-5118	264	15	678	678	NUM
cblr-5118	264	16	,	,	PUNCT
cblr-5118	264	17	687–693	687–693	NUM
cblr-5118	264	18	(	(	PUNCT
cblr-5118	264	19	2013	2013	NUM
cblr-5118	264	20	)	)	PUNCT
cblr-5118	264	21	.	.	PUNCT
cblr-5118	265	1	68	68	NUM
cblr-5118	265	2	kolbjørnsrud	kolbjørnsrud	NOUN
cblr-5118	265	3	et	et	PROPN
cblr-5118	265	4	al	al	PROPN
cblr-5118	265	5	.	.	PROPN
cblr-5118	265	6	,	,	PUNCT
cblr-5118	265	7	supra	supra	PROPN
cblr-5118	265	8	note	note	PROPN
cblr-5118	265	9	49	49	NUM
cblr-5118	265	10	,	,	PUNCT
cblr-5118	265	11	at	at	ADP
cblr-5118	265	12	17	17	NUM
cblr-5118	265	13	.	.	PUNCT
cblr-5118	266	1	69	69	NUM
cblr-5118	266	2	see	see	VERB
cblr-5118	266	3	i	i	PRON
cblr-5118	266	4	d.	d.	PROPN
cblr-5118	266	5	at	at	ADP
cblr-5118	266	6	3–4	3–4	NUM
cblr-5118	266	7	,	,	PUNCT
cblr-5118	266	8	11–14	11–14	NUM
cblr-5118	266	9	.	.	PUNCT
cblr-5118	267	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	267	2	(	(	PUNCT
cblr-5118	267	3	do	do	AUX
cblr-5118	267	4	not	not	PART
cblr-5118	267	5	delte	delte	VERB
cblr-5118	267	6	)	)	PUNCT
cblr-5118	267	7	1/8/2020	1/8/2020	NUM
cblr-5118	267	8	4:46	4:46	NUM
cblr-5118	267	9	pm	pm	NOUN
cblr-5118	267	10	984	984	NUM
cblr-5118	267	11	columbia	columbia	PROPN
cblr-5118	267	12	business	business	NOUN
cblr-5118	267	13	law	law	PROPN
cblr-5118	267	14	review	review	NOUN
cblr-5118	268	1	[	[	X
cblr-5118	268	2	vol	vol	NOUN
cblr-5118	268	3	.	.	NOUN
cblr-5118	268	4	2019	2019	NUM
cblr-5118	268	5	scheduling	scheduling	NOUN
cblr-5118	268	6	,	,	PUNCT
cblr-5118	268	7	allocation	allocation	NOUN
cblr-5118	268	8	of	of	ADP
cblr-5118	268	9	resources	resource	NOUN
cblr-5118	268	10	,	,	PUNCT
cblr-5118	268	11	and	and	CCONJ
cblr-5118	268	12	reporting	report	VERB
cblr-5118	268	13	.	.	PUNCT
cblr-5118	269	1	”70	”70	ADJ
cblr-5118	269	2	administrative	administrative	ADJ
cblr-5118	269	3	work	work	NOUN
cblr-5118	269	4	can	can	AUX
cblr-5118	269	5	be	be	AUX
cblr-5118	269	6	broadly	broadly	ADV
cblr-5118	269	7	contrasted	contrast	VERB
cblr-5118	269	8	with	with	ADP
cblr-5118	269	9	judgment	judgment	NOUN
cblr-5118	269	10	work	work	NOUN
cblr-5118	269	11	.	.	PUNCT
cblr-5118	270	1	for	for	ADP
cblr-5118	270	2	our	our	PRON
cblr-5118	270	3	purposes	purpose	NOUN
cblr-5118	270	4	here	here	ADV
cblr-5118	270	5	,	,	PUNCT
cblr-5118	270	6	judgment	judgment	NOUN
cblr-5118	270	7	work	work	NOUN
cblr-5118	270	8	may	may	AUX
cblr-5118	270	9	be	be	AUX
cblr-5118	270	10	defined	define	VERB
cblr-5118	270	11	as	as	ADP
cblr-5118	270	12	work	work	NOUN
cblr-5118	270	13	that	that	PRON
cblr-5118	270	14	requires	require	VERB
cblr-5118	270	15	creative	creative	ADJ
cblr-5118	270	16	,	,	PUNCT
cblr-5118	270	17	analytical	analytical	ADJ
cblr-5118	270	18	,	,	PUNCT
cblr-5118	270	19	and	and	CCONJ
cblr-5118	270	20	strategic	strategic	ADJ
cblr-5118	270	21	skills.71	skills.71	NOUN
cblr-5118	270	22	the	the	DET
cblr-5118	270	23	accenture	accenture	NOUN
cblr-5118	270	24	study	study	NOUN
cblr-5118	270	25	defines	define	VERB
cblr-5118	270	26	it	it	PRON
cblr-5118	270	27	as	as	ADP
cblr-5118	270	28	“	"	PUNCT
cblr-5118	270	29	the	the	DET
cblr-5118	270	30	application	application	NOUN
cblr-5118	270	31	of	of	ADP
cblr-5118	270	32	human	human	ADJ
cblr-5118	270	33	experience	experience	NOUN
cblr-5118	270	34	and	and	CCONJ
cblr-5118	270	35	expertise	expertise	NOUN
cblr-5118	270	36	to	to	ADP
cblr-5118	270	37	critical	critical	ADJ
cblr-5118	270	38	business	business	NOUN
cblr-5118	270	39	decisions	decision	NOUN
cblr-5118	270	40	and	and	CCONJ
cblr-5118	270	41	practices	practice	NOUN
cblr-5118	270	42	when	when	SCONJ
cblr-5118	270	43	the	the	DET
cblr-5118	270	44	information	information	NOUN
cblr-5118	270	45	available	available	ADJ
cblr-5118	270	46	is	be	AUX
cblr-5118	270	47	insufficient	insufficient	ADJ
cblr-5118	270	48	to	to	PART
cblr-5118	270	49	suggest	suggest	VERB
cblr-5118	270	50	a	a	DET
cblr-5118	270	51	successful	successful	ADJ
cblr-5118	270	52	course	course	NOUN
cblr-5118	270	53	of	of	ADP
cblr-5118	270	54	action	action	NOUN
cblr-5118	270	55	or	or	CCONJ
cblr-5118	270	56	[	[	PUNCT
cblr-5118	270	57	is	be	AUX
cblr-5118	270	58	not	not	PART
cblr-5118	270	59	]	]	PUNCT
cblr-5118	270	60	reliable	reliable	ADJ
cblr-5118	270	61	enough	enough	ADV
cblr-5118	270	62	to	to	PART
cblr-5118	270	63	suggest	suggest	VERB
cblr-5118	270	64	an	an	DET
cblr-5118	270	65	obvious	obvious	ADJ
cblr-5118	270	66	best	good	ADJ
cblr-5118	270	67	course	course	NOUN
cblr-5118	270	68	of	of	ADP
cblr-5118	270	69	action	action	NOUN
cblr-5118	270	70	.	.	PUNCT
cblr-5118	271	1	”72	”72	PROPN
cblr-5118	271	2	judgment	judgment	NOUN
cblr-5118	271	3	can	can	AUX
cblr-5118	271	4	be	be	AUX
cblr-5118	271	5	individual	individual	ADJ
cblr-5118	271	6	,	,	PUNCT
cblr-5118	271	7	but	but	CCONJ
cblr-5118	271	8	will	will	AUX
cblr-5118	271	9	often	often	ADV
cblr-5118	271	10	be	be	AUX
cblr-5118	271	11	collective	collective	ADJ
cblr-5118	271	12	,	,	PUNCT
cblr-5118	271	13	particularly	particularly	ADV
cblr-5118	271	14	in	in	ADP
cblr-5118	271	15	more	more	ADJ
cblr-5118	271	16	complex	complex	ADJ
cblr-5118	271	17	situations	situation	NOUN
cblr-5118	271	18	.	.	PUNCT
cblr-5118	272	1	it	it	PRON
cblr-5118	272	2	may	may	AUX
cblr-5118	272	3	therefore	therefore	ADV
cblr-5118	272	4	involve	involve	VERB
cblr-5118	272	5	teamwork	teamwork	NOUN
cblr-5118	272	6	and	and	CCONJ
cblr-5118	272	7	“	"	PUNCT
cblr-5118	272	8	specific	specific	ADJ
cblr-5118	272	9	interpersonal	interpersonal	ADJ
cblr-5118	272	10	skills	skill	NOUN
cblr-5118	272	11	;	;	PUNCT
cblr-5118	272	12	namely	namely	ADV
cblr-5118	272	13	,	,	PUNCT
cblr-5118	272	14	social	social	ADJ
cblr-5118	272	15	networking	networking	NOUN
cblr-5118	272	16	,	,	PUNCT
cblr-5118	272	17	people	people	NOUN
cblr-5118	272	18	development	development	NOUN
cblr-5118	272	19	and	and	CCONJ
cblr-5118	272	20	coaching	coaching	NOUN
cblr-5118	272	21	,	,	PUNCT
cblr-5118	272	22	and	and	CCONJ
cblr-5118	272	23	collaboration	collaboration	NOUN
cblr-5118	272	24	.	.	PUNCT
cblr-5118	273	1	”73	”73	VERB
cblr-5118	274	1	in	in	ADP
cblr-5118	274	2	line	line	NOUN
cblr-5118	274	3	with	with	ADP
cblr-5118	274	4	the	the	DET
cblr-5118	274	5	inclusion	inclusion	NOUN
cblr-5118	274	6	of	of	ADP
cblr-5118	274	7	interpersonal	interpersonal	ADJ
cblr-5118	274	8	skills	skill	NOUN
cblr-5118	274	9	,	,	PUNCT
cblr-5118	274	10	emotional	emotional	ADJ
cblr-5118	274	11	intelligence	intelligence	NOUN
cblr-5118	274	12	can	can	AUX
cblr-5118	274	13	be	be	AUX
cblr-5118	274	14	treated	treat	VERB
cblr-5118	274	15	as	as	ADP
cblr-5118	274	16	a	a	DET
cblr-5118	274	17	subcategory	subcategory	NOUN
cblr-5118	274	18	of	of	ADP
cblr-5118	274	19	judgment.74	judgment.74	ADJ
cblr-5118	274	20	as	as	SCONJ
cblr-5118	274	21	we	we	PRON
cblr-5118	274	22	have	have	AUX
cblr-5118	274	23	seen	see	VERB
cblr-5118	274	24	,	,	PUNCT
cblr-5118	274	25	non	non	ADJ
cblr-5118	274	26	-	-	ADJ
cblr-5118	274	27	director	director	ADJ
cblr-5118	274	28	managers	manager	NOUN
cblr-5118	274	29	indicate	indicate	VERB
cblr-5118	274	30	that	that	SCONJ
cblr-5118	274	31	they	they	PRON
cblr-5118	274	32	spend	spend	VERB
cblr-5118	274	33	more	more	ADJ
cblr-5118	274	34	than	than	ADP
cblr-5118	274	35	50	50	NUM
cblr-5118	274	36	%	%	NOUN
cblr-5118	274	37	of	of	ADP
cblr-5118	274	38	their	their	PRON
cblr-5118	274	39	time	time	NOUN
cblr-5118	274	40	on	on	ADP
cblr-5118	274	41	administrative	administrative	ADJ
cblr-5118	274	42	tasks	task	NOUN
cblr-5118	274	43	.	.	PUNCT
cblr-5118	275	1	the	the	DET
cblr-5118	275	2	remaining	remain	VERB
cblr-5118	275	3	non	non	ADJ
cblr-5118	275	4	-	-	ADJ
cblr-5118	275	5	administrative	administrative	ADJ
cblr-5118	275	6	tasks	task	NOUN
cblr-5118	275	7	,	,	PUNCT
cblr-5118	275	8	as	as	ADP
cblr-5118	275	9	per	per	ADP
cblr-5118	275	10	the	the	DET
cblr-5118	275	11	accenture	accenture	NOUN
cblr-5118	275	12	study	study	NOUN
cblr-5118	275	13	’s	’s	PART
cblr-5118	275	14	definitional	definitional	ADJ
cblr-5118	275	15	framework	framework	NOUN
cblr-5118	275	16	,	,	PUNCT
cblr-5118	275	17	consists	consist	VERB
cblr-5118	275	18	of	of	ADP
cblr-5118	275	19	judgment	judgment	NOUN
cblr-5118	275	20	work	work	NOUN
cblr-5118	275	21	.	.	PUNCT
cblr-5118	276	1	these	these	DET
cblr-5118	276	2	tasks	task	NOUN
cblr-5118	276	3	pertain	pertain	VERB
cblr-5118	276	4	to	to	PART
cblr-5118	276	5	problem	problem	VERB
cblr-5118	276	6	solving	solving	NOUN
cblr-5118	276	7	and	and	CCONJ
cblr-5118	276	8	collaboration	collaboration	NOUN
cblr-5118	276	9	,	,	PUNCT
cblr-5118	276	10	strategy	strategy	NOUN
cblr-5118	276	11	and	and	CCONJ
cblr-5118	276	12	innovation	innovation	NOUN
cblr-5118	276	13	,	,	PUNCT
cblr-5118	276	14	and	and	CCONJ
cblr-5118	276	15	relations	relation	NOUN
cblr-5118	276	16	with	with	ADP
cblr-5118	276	17	individuals	individual	NOUN
cblr-5118	276	18	and	and	CCONJ
cblr-5118	276	19	stakeholders	stakeholder	NOUN
cblr-5118	276	20	.	.	PUNCT
cblr-5118	277	1	the	the	DET
cblr-5118	277	2	situation	situation	NOUN
cblr-5118	277	3	of	of	ADP
cblr-5118	277	4	managers	manager	NOUN
cblr-5118	277	5	,	,	PUNCT
cblr-5118	277	6	who	who	PRON
cblr-5118	277	7	clearly	clearly	ADV
cblr-5118	277	8	spend	spend	VERB
cblr-5118	277	9	considerable	considerable	ADJ
cblr-5118	277	10	time	time	NOUN
cblr-5118	277	11	on	on	ADP
cblr-5118	277	12	administrative	administrative	ADJ
cblr-5118	277	13	tasks	task	NOUN
cblr-5118	277	14	,	,	PUNCT
cblr-5118	277	15	contrasts	contrast	VERB
cblr-5118	277	16	with	with	ADP
cblr-5118	277	17	directors	director	NOUN
cblr-5118	277	18	’	'	PUNCT
cblr-5118	277	19	focus	focus	NOUN
cblr-5118	277	20	.	.	PUNCT
cblr-5118	278	1	the	the	DET
cblr-5118	278	2	bulk	bulk	NOUN
cblr-5118	278	3	of	of	ADP
cblr-5118	278	4	directors	director	NOUN
cblr-5118	278	5	’	'	PUNCT
cblr-5118	278	6	work	work	NOUN
cblr-5118	278	7	falls	fall	VERB
cblr-5118	278	8	into	into	ADP
cblr-5118	278	9	the	the	DET
cblr-5118	278	10	category	category	NOUN
cblr-5118	278	11	of	of	ADP
cblr-5118	278	12	judgment	judgment	NOUN
cblr-5118	278	13	work	work	NOUN
cblr-5118	278	14	(	(	PUNCT
cblr-5118	278	15	as	as	SCONJ
cblr-5118	278	16	defined	define	VERB
cblr-5118	278	17	in	in	ADP
cblr-5118	278	18	the	the	DET
cblr-5118	278	19	accenture	accenture	NOUN
cblr-5118	278	20	study	study	NOUN
cblr-5118	278	21	,	,	PUNCT
cblr-5118	278	22	tasks	task	NOUN
cblr-5118	278	23	that	that	PRON
cblr-5118	278	24	require	require	VERB
cblr-5118	278	25	decisionmaking	decisionmake	VERB
cblr-5118	278	26	based	base	VERB
cblr-5118	278	27	on	on	ADP
cblr-5118	278	28	human	human	ADJ
cblr-5118	278	29	experience	experience	NOUN
cblr-5118	278	30	and	and	CCONJ
cblr-5118	278	31	expertise	expertise	NOUN
cblr-5118	278	32	due	due	ADP
cblr-5118	278	33	to	to	ADP
cblr-5118	278	34	insufficient	insufficient	ADJ
cblr-5118	278	35	data	datum	NOUN
cblr-5118	278	36	or	or	CCONJ
cblr-5118	278	37	information	information	NOUN
cblr-5118	278	38	)	)	PUNCT
cblr-5118	278	39	.	.	PUNCT
cblr-5118	279	1	more	more	ADV
cblr-5118	279	2	specifically	specifically	ADV
cblr-5118	279	3	,	,	PUNCT
cblr-5118	279	4	as	as	ADP
cblr-5118	279	5	a	a	DET
cblr-5118	279	6	rough	rough	ADJ
cblr-5118	279	7	estimate	estimate	NOUN
cblr-5118	279	8	based	base	VERB
cblr-5118	279	9	on	on	ADP
cblr-5118	279	10	the	the	DET
cblr-5118	279	11	above	above	ADV
cblr-5118	279	12	-	-	PUNCT
cblr-5118	279	13	mentioned	mention	VERB
cblr-5118	279	14	mckinsey	mckinsey	NOUN
cblr-5118	279	15	70	70	NUM
cblr-5118	279	16	i	i	PRON
cblr-5118	279	17	d.	d.	PROPN
cblr-5118	279	18	at	at	ADP
cblr-5118	279	19	4	4	NUM
cblr-5118	279	20	.	.	PUNCT
cblr-5118	279	21	71	71	NUM
cblr-5118	279	22	see	see	VERB
cblr-5118	279	23	i	i	PRON
cblr-5118	279	24	d.	d.	PROPN
cblr-5118	279	25	at	at	ADP
cblr-5118	279	26	11	11	NUM
cblr-5118	279	27	.	.	PUNCT
cblr-5118	279	28	72	72	NUM
cblr-5118	280	1	i	i	PRON
cblr-5118	280	2	d.	d.	PROPN
cblr-5118	280	3	73	73	NUM
cblr-5118	281	1	i	i	PRON
cblr-5118	281	2	d.	d.	PROPN
cblr-5118	281	3	at	at	ADP
cblr-5118	281	4	13	13	NUM
cblr-5118	281	5	.	.	PUNCT
cblr-5118	282	1	74	74	NUM
cblr-5118	282	2	see	see	VERB
cblr-5118	282	3	ajay	ajay	PROPN
cblr-5118	282	4	agrawal	agrawal	PROPN
cblr-5118	282	5	et	et	PROPN
cblr-5118	282	6	al	al	PROPN
cblr-5118	282	7	.	.	PROPN
cblr-5118	282	8	,	,	PUNCT
cblr-5118	282	9	what	what	PRON
cblr-5118	282	10	to	to	PART
cblr-5118	282	11	expect	expect	VERB
cblr-5118	282	12	from	from	ADP
cblr-5118	282	13	artificial	artificial	ADJ
cblr-5118	282	14	intelligence	intelligence	NOUN
cblr-5118	282	15	,	,	PUNCT
cblr-5118	282	16	mit	mit	PROPN
cblr-5118	282	17	sloan	sloan	PROPN
cblr-5118	282	18	mgmt	mgmt	PROPN
cblr-5118	282	19	.	.	PUNCT
cblr-5118	283	1	rev	rev	PROPN
cblr-5118	283	2	.	.	PROPN
cblr-5118	283	3	,	,	PUNCT
cblr-5118	283	4	spring	spring	NOUN
cblr-5118	283	5	2017	2017	NUM
cblr-5118	283	6	,	,	PUNCT
cblr-5118	283	7	at	at	ADP
cblr-5118	283	8	23	23	NUM
cblr-5118	283	9	,	,	PUNCT
cblr-5118	283	10	26	26	NUM
cblr-5118	283	11	,	,	PUNCT
cblr-5118	283	12	http://ilp.mit.edu/media/news_articles/smr/2017/58311.pdf	http://ilp.mit.edu/media/news_articles/smr/2017/58311.pdf	NOUN
cblr-5118	283	13	[	[	X
cblr-5118	283	14	https://perma.cc/9r8k-n7kt	https://perma.cc/9r8k-n7kt	X
cblr-5118	283	15	]	]	PUNCT
cblr-5118	283	16	.	.	PUNCT
cblr-5118	284	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	284	2	(	(	PUNCT
cblr-5118	284	3	do	do	AUX
cblr-5118	284	4	not	not	PART
cblr-5118	284	5	delete	delete	VERB
cblr-5118	284	6	)	)	PUNCT
cblr-5118	284	7	1/8/2020	1/8/2020	NUM
cblr-5118	284	8	4:46	4:46	NUM
cblr-5118	284	9	pm	pm	NOUN
cblr-5118	284	10	no	no	INTJ
cblr-5118	284	11	.	.	PUNCT
cblr-5118	285	1	3:965	3:965	NUM
cblr-5118	285	2	]	]	X
cblr-5118	285	3	corporate	corporate	ADJ
cblr-5118	285	4	management	management	NOUN
cblr-5118	285	5	in	in	ADP
cblr-5118	285	6	the	the	DET
cblr-5118	285	7	age	age	NOUN
cblr-5118	285	8	of	of	ADP
cblr-5118	285	9	ai	ai	PROPN
cblr-5118	285	10	985	985	NUM
cblr-5118	285	11	survey	survey	NOUN
cblr-5118	285	12	on	on	ADP
cblr-5118	285	13	board	board	NOUN
cblr-5118	285	14	tasks	task	NOUN
cblr-5118	285	15	,	,	PUNCT
cblr-5118	285	16	judgment	judgment	NOUN
cblr-5118	285	17	work	work	NOUN
cblr-5118	285	18	appears	appear	VERB
cblr-5118	285	19	to	to	PART
cblr-5118	285	20	make	make	VERB
cblr-5118	285	21	up	up	ADP
cblr-5118	285	22	at	at	ADV
cblr-5118	285	23	least	least	ADV
cblr-5118	285	24	75	75	NUM
cblr-5118	285	25	%	%	NOUN
cblr-5118	285	26	of	of	ADP
cblr-5118	285	27	directors	director	NOUN
cblr-5118	285	28	’	’	PART
cblr-5118	285	29	time	time	NOUN
cblr-5118	285	30	and	and	CCONJ
cblr-5118	285	31	workload.75	workload.75	VERB
cblr-5118	285	32	the	the	DET
cblr-5118	285	33	importance	importance	NOUN
cblr-5118	285	34	of	of	ADP
cblr-5118	285	35	the	the	DET
cblr-5118	285	36	distinction	distinction	NOUN
cblr-5118	285	37	between	between	ADP
cblr-5118	285	38	administrative	administrative	ADJ
cblr-5118	285	39	and	and	CCONJ
cblr-5118	285	40	judgment	judgment	NOUN
cblr-5118	285	41	work	work	NOUN
cblr-5118	285	42	lies	lie	VERB
cblr-5118	285	43	in	in	ADP
cblr-5118	285	44	the	the	DET
cblr-5118	285	45	likelihood	likelihood	NOUN
cblr-5118	285	46	of	of	ADP
cblr-5118	285	47	the	the	DET
cblr-5118	285	48	respective	respective	ADJ
cblr-5118	285	49	tasks	task	NOUN
cblr-5118	285	50	being	be	AUX
cblr-5118	285	51	assumed	assume	VERB
cblr-5118	285	52	by	by	ADP
cblr-5118	285	53	ai	ai	PROPN
cblr-5118	285	54	in	in	ADP
cblr-5118	285	55	the	the	DET
cblr-5118	285	56	future	future	NOUN
cblr-5118	285	57	.	.	PUNCT
cblr-5118	286	1	based	base	VERB
cblr-5118	286	2	on	on	ADP
cblr-5118	286	3	their	their	PRON
cblr-5118	286	4	research	research	NOUN
cblr-5118	286	5	and	and	CCONJ
cblr-5118	286	6	broad	broad	ADJ
cblr-5118	286	7	survey	survey	NOUN
cblr-5118	286	8	of	of	ADP
cblr-5118	286	9	managers	manager	NOUN
cblr-5118	286	10	,	,	PUNCT
cblr-5118	286	11	the	the	DET
cblr-5118	286	12	authors	author	NOUN
cblr-5118	286	13	of	of	ADP
cblr-5118	286	14	the	the	DET
cblr-5118	286	15	accenture	accenture	NOUN
cblr-5118	286	16	study	study	NOUN
cblr-5118	286	17	found	find	VERB
cblr-5118	286	18	that	that	SCONJ
cblr-5118	286	19	“	"	PUNCT
cblr-5118	286	20	artificial	artificial	ADJ
cblr-5118	286	21	intelligence	intelligence	NOUN
cblr-5118	286	22	will	will	AUX
cblr-5118	286	23	soon	soon	ADV
cblr-5118	286	24	be	be	AUX
cblr-5118	286	25	able	able	ADJ
cblr-5118	286	26	to	to	PART
cblr-5118	286	27	do	do	VERB
cblr-5118	286	28	the	the	DET
cblr-5118	286	29	administrative	administrative	ADJ
cblr-5118	286	30	tasks	task	NOUN
cblr-5118	286	31	that	that	PRON
cblr-5118	286	32	consume	consume	VERB
cblr-5118	286	33	much	much	ADJ
cblr-5118	286	34	of	of	ADP
cblr-5118	286	35	managers	manager	NOUN
cblr-5118	286	36	’	’	PART
cblr-5118	286	37	time	time	NOUN
cblr-5118	286	38	faster	fast	ADV
cblr-5118	286	39	,	,	PUNCT
cblr-5118	286	40	better	well	ADV
cblr-5118	286	41	,	,	PUNCT
cblr-5118	286	42	and	and	CCONJ
cblr-5118	286	43	at	at	ADP
cblr-5118	286	44	a	a	DET
cblr-5118	286	45	lower	low	ADJ
cblr-5118	286	46	cost”76	cost”76	NOUN
cblr-5118	286	47	and	and	CCONJ
cblr-5118	286	48	concluded	conclude	VERB
cblr-5118	286	49	that	that	SCONJ
cblr-5118	286	50	“	"	PUNCT
cblr-5118	286	51	ai	ai	VERB
cblr-5118	286	52	will	will	AUX
cblr-5118	286	53	put	put	VERB
cblr-5118	286	54	an	an	DET
cblr-5118	286	55	end	end	NOUN
cblr-5118	286	56	to	to	ADP
cblr-5118	286	57	administrative	administrative	ADJ
cblr-5118	286	58	management	management	NOUN
cblr-5118	286	59	work	work	NOUN
cblr-5118	286	60	.	.	PUNCT
cblr-5118	287	1	”77	”77	VERB
cblr-5118	288	1	the	the	DET
cblr-5118	288	2	nascent	nascent	ADJ
cblr-5118	288	3	literature	literature	NOUN
cblr-5118	288	4	on	on	ADP
cblr-5118	288	5	ai	ai	NOUN
cblr-5118	288	6	and	and	CCONJ
cblr-5118	288	7	management	management	NOUN
cblr-5118	288	8	does	do	AUX
cblr-5118	288	9	not	not	PART
cblr-5118	288	10	appear	appear	VERB
cblr-5118	288	11	to	to	PART
cblr-5118	288	12	challenge	challenge	VERB
cblr-5118	288	13	the	the	DET
cblr-5118	288	14	idea	idea	NOUN
cblr-5118	288	15	that	that	SCONJ
cblr-5118	288	16	administrative	administrative	ADJ
cblr-5118	288	17	work	work	NOUN
cblr-5118	288	18	will	will	AUX
cblr-5118	288	19	be	be	AUX
cblr-5118	288	20	the	the	DET
cblr-5118	288	21	exclusive	exclusive	ADJ
cblr-5118	288	22	domain	domain	NOUN
cblr-5118	288	23	of	of	ADP
cblr-5118	288	24	ai	ai	NOUN
cblr-5118	288	25	in	in	ADP
cblr-5118	288	26	the	the	DET
cblr-5118	288	27	future.78	future.78	NOUN
cblr-5118	288	28	while	while	SCONJ
cblr-5118	288	29	the	the	DET
cblr-5118	288	30	prospect	prospect	NOUN
cblr-5118	288	31	of	of	ADP
cblr-5118	288	32	being	be	AUX
cblr-5118	288	33	relieved	relieve	VERB
cblr-5118	288	34	of	of	ADP
cblr-5118	288	35	administrative	administrative	ADJ
cblr-5118	288	36	work	work	NOUN
cblr-5118	288	37	may	may	AUX
cblr-5118	288	38	come	come	VERB
cblr-5118	288	39	as	as	ADV
cblr-5118	288	40	welcome	welcome	ADJ
cblr-5118	288	41	news	news	NOUN
cblr-5118	288	42	to	to	ADP
cblr-5118	288	43	many	many	ADJ
cblr-5118	288	44	managers	manager	NOUN
cblr-5118	288	45	,	,	PUNCT
cblr-5118	288	46	the	the	DET
cblr-5118	288	47	question	question	NOUN
cblr-5118	288	48	then	then	ADV
cblr-5118	288	49	arises	arise	VERB
cblr-5118	288	50	as	as	ADP
cblr-5118	288	51	to	to	ADP
cblr-5118	288	52	what	what	DET
cblr-5118	288	53	role	role	NOUN
cblr-5118	288	54	ai	ai	VERB
cblr-5118	288	55	can	can	AUX
cblr-5118	288	56	play	play	VERB
cblr-5118	288	57	in	in	ADP
cblr-5118	288	58	the	the	DET
cblr-5118	288	59	remaining	remain	VERB
cblr-5118	288	60	managerial	managerial	ADJ
cblr-5118	288	61	tasks	task	NOUN
cblr-5118	288	62	that	that	PRON
cblr-5118	288	63	consist	consist	VERB
cblr-5118	288	64	of	of	ADP
cblr-5118	288	65	non	non	ADJ
cblr-5118	288	66	-	-	ADJ
cblr-5118	288	67	administrative	administrative	ADJ
cblr-5118	288	68	work	work	NOUN
cblr-5118	288	69	.	.	PUNCT
cblr-5118	289	1	in	in	ADP
cblr-5118	289	2	this	this	DET
cblr-5118	289	3	area	area	NOUN
cblr-5118	289	4	,	,	PUNCT
cblr-5118	289	5	commentators	commentator	NOUN
cblr-5118	289	6	have	have	AUX
cblr-5118	289	7	expressed	express	VERB
cblr-5118	289	8	widely	widely	ADV
cblr-5118	289	9	diverging	diverging	ADJ
cblr-5118	289	10	views	view	NOUN
cblr-5118	289	11	on	on	ADP
cblr-5118	289	12	the	the	DET
cblr-5118	289	13	future	future	ADJ
cblr-5118	289	14	role	role	NOUN
cblr-5118	289	15	of	of	ADP
cblr-5118	289	16	ai	ai	NOUN
cblr-5118	289	17	in	in	ADP
cblr-5118	289	18	management	management	NOUN
cblr-5118	289	19	.	.	PUNCT
cblr-5118	290	1	75	75	NUM
cblr-5118	290	2	hirt	hirt	NOUN
cblr-5118	290	3	,	,	PUNCT
cblr-5118	290	4	supra	supra	PROPN
cblr-5118	290	5	note	note	PROPN
cblr-5118	290	6	32	32	NUM
cblr-5118	290	7	,	,	PUNCT
cblr-5118	290	8	at	at	ADP
cblr-5118	290	9	49	49	NUM
cblr-5118	290	10	.	.	PUNCT
cblr-5118	291	1	we	we	PRON
cblr-5118	291	2	assume	assume	VERB
cblr-5118	291	3	that	that	SCONJ
cblr-5118	291	4	tasks	task	NOUN
cblr-5118	291	5	pertaining	pertain	VERB
cblr-5118	291	6	to	to	ADP
cblr-5118	291	7	strategy	strategy	NOUN
cblr-5118	291	8	,	,	PUNCT
cblr-5118	291	9	organizational	organizational	ADJ
cblr-5118	291	10	structure	structure	NOUN
cblr-5118	291	11	,	,	PUNCT
cblr-5118	291	12	culture	culture	NOUN
cblr-5118	291	13	,	,	PUNCT
cblr-5118	291	14	talent	talent	NOUN
cblr-5118	291	15	management	management	NOUN
cblr-5118	291	16	,	,	PUNCT
cblr-5118	291	17	and	and	CCONJ
cblr-5118	291	18	shareholder	shareholder	NOUN
cblr-5118	291	19	and	and	CCONJ
cblr-5118	291	20	stakeholder	stakeholder	NOUN
cblr-5118	291	21	management	management	NOUN
cblr-5118	291	22	consist	consist	NOUN
cblr-5118	291	23	of	of	ADP
cblr-5118	291	24	judgment	judgment	NOUN
cblr-5118	291	25	work	work	NOUN
cblr-5118	291	26	.	.	PUNCT
cblr-5118	292	1	further	far	ADV
cblr-5118	292	2	,	,	PUNCT
cblr-5118	292	3	we	we	PRON
cblr-5118	292	4	assume	assume	VERB
cblr-5118	292	5	that	that	SCONJ
cblr-5118	292	6	at	at	ADV
cblr-5118	292	7	least	least	ADJ
cblr-5118	292	8	half	half	NOUN
cblr-5118	292	9	of	of	ADP
cblr-5118	292	10	performance	performance	NOUN
cblr-5118	292	11	management	management	NOUN
cblr-5118	292	12	,	,	PUNCT
cblr-5118	292	13	investments	investment	NOUN
cblr-5118	292	14	and	and	CCONJ
cblr-5118	292	15	m&a	m&a	PROPN
cblr-5118	292	16	,	,	PUNCT
cblr-5118	292	17	core	core	NOUN
cblr-5118	292	18	governance	governance	NOUN
cblr-5118	292	19	and	and	CCONJ
cblr-5118	292	20	compliance	compliance	NOUN
cblr-5118	292	21	,	,	PUNCT
cblr-5118	292	22	and	and	CCONJ
cblr-5118	292	23	risk	risk	NOUN
cblr-5118	292	24	management	management	NOUN
cblr-5118	292	25	tasks	task	NOUN
cblr-5118	292	26	are	be	AUX
cblr-5118	292	27	judgment	judgment	NOUN
cblr-5118	292	28	work	work	NOUN
cblr-5118	292	29	as	as	ADV
cblr-5118	292	30	well	well	ADV
cblr-5118	292	31	.	.	PUNCT
cblr-5118	293	1	adding	add	VERB
cblr-5118	293	2	the	the	DET
cblr-5118	293	3	time	time	NOUN
cblr-5118	293	4	spent	spend	VERB
cblr-5118	293	5	on	on	ADP
cblr-5118	293	6	these	these	DET
cblr-5118	293	7	tasks	task	NOUN
cblr-5118	293	8	together	together	ADV
cblr-5118	293	9	suggests	suggest	VERB
cblr-5118	293	10	that	that	SCONJ
cblr-5118	293	11	judgment	judgment	NOUN
cblr-5118	293	12	work	work	NOUN
cblr-5118	293	13	makes	make	VERB
cblr-5118	293	14	up	up	ADP
cblr-5118	293	15	approximately	approximately	ADV
cblr-5118	293	16	72	72	NUM
cblr-5118	293	17	%	%	NOUN
cblr-5118	293	18	of	of	ADP
cblr-5118	293	19	overall	overall	ADJ
cblr-5118	293	20	board	board	NOUN
cblr-5118	293	21	tasks	task	NOUN
cblr-5118	293	22	.	.	PUNCT
cblr-5118	294	1	76	76	NUM
cblr-5118	294	2	vegard	vegard	PROPN
cblr-5118	294	3	kolbjørnsrud	kolbjørnsrud	PROPN
cblr-5118	294	4	et	et	PROPN
cblr-5118	294	5	al	al	PROPN
cblr-5118	294	6	.	.	PROPN
cblr-5118	294	7	,	,	PUNCT
cblr-5118	294	8	how	how	SCONJ
cblr-5118	294	9	artificial	artificial	ADJ
cblr-5118	294	10	intelligence	intelligence	NOUN
cblr-5118	294	11	will	will	AUX
cblr-5118	294	12	redefine	redefine	VERB
cblr-5118	294	13	management	management	NOUN
cblr-5118	294	14	,	,	PUNCT
cblr-5118	294	15	harv	harv	PROPN
cblr-5118	294	16	.	.	PUNCT
cblr-5118	295	1	bus	bus	NOUN
cblr-5118	295	2	.	.	PUNCT
cblr-5118	296	1	rev	rev	PROPN
cblr-5118	296	2	.	.	PROPN
cblr-5118	297	1	online	online	PROPN
cblr-5118	297	2	(	(	PUNCT
cblr-5118	297	3	nov	nov	PROPN
cblr-5118	297	4	.	.	PROPN
cblr-5118	297	5	2	2	NUM
cblr-5118	297	6	,	,	PUNCT
cblr-5118	297	7	2016	2016	NUM
cblr-5118	297	8	)	)	PUNCT
cblr-5118	297	9	,	,	PUNCT
cblr-5118	297	10	https://hbr.org/2016/11/how-artificial-intelligence-will-redefinemanagement	https://hbr.org/2016/11/how-artificial-intelligence-will-redefinemanagement	X
cblr-5118	298	1	[	[	X
cblr-5118	298	2	https://perma.cc/2dsj-uxfh	https://perma.cc/2dsj-uxfh	PROPN
cblr-5118	298	3	]	]	SYM
cblr-5118	298	4	.	.	PUNCT
cblr-5118	299	1	77	77	NUM
cblr-5118	299	2	kolbjørnsrud	kolbjørnsrud	NOUN
cblr-5118	299	3	et	et	PROPN
cblr-5118	299	4	al	al	PROPN
cblr-5118	299	5	.	.	PROPN
cblr-5118	299	6	,	,	PUNCT
cblr-5118	299	7	supra	supra	PROPN
cblr-5118	299	8	note	note	PROPN
cblr-5118	299	9	49	49	NUM
cblr-5118	299	10	,	,	PUNCT
cblr-5118	299	11	at	at	ADP
cblr-5118	299	12	3	3	NUM
cblr-5118	299	13	.	.	PUNCT
cblr-5118	300	1	the	the	DET
cblr-5118	300	2	study	study	NOUN
cblr-5118	300	3	mentions	mention	VERB
cblr-5118	300	4	tasks	task	NOUN
cblr-5118	300	5	such	such	ADJ
cblr-5118	300	6	as	as	ADP
cblr-5118	300	7	note	note	NOUN
cblr-5118	300	8	taking	taking	NOUN
cblr-5118	300	9	,	,	PUNCT
cblr-5118	300	10	scheduling	scheduling	NOUN
cblr-5118	300	11	,	,	PUNCT
cblr-5118	300	12	reporting	reporting	NOUN
cblr-5118	300	13	,	,	PUNCT
cblr-5118	300	14	maintaining	maintain	VERB
cblr-5118	300	15	scorecards	scorecard	NOUN
cblr-5118	300	16	,	,	PUNCT
cblr-5118	300	17	managing	manage	VERB
cblr-5118	300	18	shift	shift	NOUN
cblr-5118	300	19	schedules	schedule	NOUN
cblr-5118	300	20	,	,	PUNCT
cblr-5118	300	21	and	and	CCONJ
cblr-5118	300	22	generating	generate	VERB
cblr-5118	300	23	investor	investor	NOUN
cblr-5118	300	24	statements	statement	NOUN
cblr-5118	300	25	and	and	CCONJ
cblr-5118	300	26	management	management	NOUN
cblr-5118	300	27	reports	report	NOUN
cblr-5118	300	28	as	as	ADP
cblr-5118	300	29	specific	specific	ADJ
cblr-5118	300	30	examples	example	NOUN
cblr-5118	300	31	of	of	ADP
cblr-5118	300	32	ai	ai	VERB
cblr-5118	300	33	-	-	PUNCT
cblr-5118	300	34	led	lead	VERB
cblr-5118	300	35	administrative	administrative	ADJ
cblr-5118	300	36	work	work	NOUN
cblr-5118	300	37	.	.	PUNCT
cblr-5118	301	1	i	i	PRON
cblr-5118	301	2	d.	d.	PROPN
cblr-5118	301	3	at	at	ADP
cblr-5118	301	4	4	4	NUM
cblr-5118	301	5	,	,	PUNCT
cblr-5118	301	6	11	11	NUM
cblr-5118	301	7	,	,	PUNCT
cblr-5118	301	8	17	17	NUM
cblr-5118	301	9	.	.	X
cblr-5118	301	10	78	78	NUM
cblr-5118	302	1	the	the	DET
cblr-5118	302	2	literature	literature	NOUN
cblr-5118	302	3	reviewed	review	VERB
cblr-5118	302	4	for	for	ADP
cblr-5118	302	5	this	this	DET
cblr-5118	302	6	section	section	NOUN
cblr-5118	302	7	of	of	ADP
cblr-5118	302	8	the	the	DET
cblr-5118	302	9	article	article	NOUN
cblr-5118	302	10	explicitly	explicitly	ADV
cblr-5118	302	11	or	or	CCONJ
cblr-5118	302	12	implicitly	implicitly	ADV
cblr-5118	302	13	accepted	accept	VERB
cblr-5118	302	14	the	the	DET
cblr-5118	302	15	idea	idea	NOUN
cblr-5118	302	16	that	that	SCONJ
cblr-5118	302	17	administrative	administrative	ADJ
cblr-5118	302	18	tasks	task	NOUN
cblr-5118	302	19	will	will	AUX
cblr-5118	302	20	be	be	AUX
cblr-5118	302	21	dominated	dominate	VERB
cblr-5118	302	22	by	by	ADP
cblr-5118	302	23	ai	ai	ADV
cblr-5118	302	24	and	and	CCONJ
cblr-5118	302	25	related	relate	VERB
cblr-5118	302	26	new	new	ADJ
cblr-5118	302	27	technologies	technology	NOUN
cblr-5118	302	28	.	.	PUNCT
cblr-5118	303	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	303	2	(	(	PUNCT
cblr-5118	303	3	do	do	AUX
cblr-5118	303	4	not	not	PART
cblr-5118	303	5	delte	delte	VERB
cblr-5118	303	6	)	)	PUNCT
cblr-5118	303	7	1/8/2020	1/8/2020	NUM
cblr-5118	303	8	4:46	4:46	NUM
cblr-5118	303	9	pm	pm	NOUN
cblr-5118	303	10	986	986	NUM
cblr-5118	303	11	columbia	columbia	PROPN
cblr-5118	303	12	business	business	NOUN
cblr-5118	303	13	law	law	PROPN
cblr-5118	303	14	review	review	NOUN
cblr-5118	304	1	[	[	X
cblr-5118	304	2	vol	vol	NOUN
cblr-5118	304	3	.	.	NOUN
cblr-5118	304	4	2019	2019	NUM
cblr-5118	304	5	a	a	DET
cblr-5118	304	6	first	first	ADJ
cblr-5118	304	7	group	group	NOUN
cblr-5118	304	8	of	of	ADP
cblr-5118	304	9	commentators	commentator	NOUN
cblr-5118	304	10	sees	see	VERB
cblr-5118	304	11	only	only	ADV
cblr-5118	304	12	a	a	DET
cblr-5118	304	13	limited	limited	ADJ
cblr-5118	304	14	role	role	NOUN
cblr-5118	304	15	for	for	ADP
cblr-5118	304	16	ai	ai	NOUN
cblr-5118	304	17	in	in	ADP
cblr-5118	304	18	judgment	judgment	NOUN
cblr-5118	304	19	work	work	NOUN
cblr-5118	304	20	.	.	PUNCT
cblr-5118	305	1	for	for	ADP
cblr-5118	305	2	instance	instance	NOUN
cblr-5118	305	3	,	,	PUNCT
cblr-5118	305	4	the	the	DET
cblr-5118	305	5	accenture	accenture	NOUN
cblr-5118	305	6	study	study	NOUN
cblr-5118	305	7	authors	author	NOUN
cblr-5118	305	8	suggest	suggest	VERB
cblr-5118	305	9	that	that	SCONJ
cblr-5118	305	10	,	,	PUNCT
cblr-5118	305	11	apart	apart	ADV
cblr-5118	305	12	from	from	ADP
cblr-5118	305	13	a	a	DET
cblr-5118	305	14	limited	limited	ADJ
cblr-5118	305	15	number	number	NOUN
cblr-5118	305	16	of	of	ADP
cblr-5118	305	17	specific	specific	ADJ
cblr-5118	305	18	applications	application	NOUN
cblr-5118	305	19	,	,	PUNCT
cblr-5118	305	20	human	human	ADJ
cblr-5118	305	21	managers	manager	NOUN
cblr-5118	305	22	in	in	ADP
cblr-5118	305	23	business	business	NOUN
cblr-5118	305	24	will	will	AUX
cblr-5118	305	25	generally	generally	ADV
cblr-5118	305	26	prevail	prevail	VERB
cblr-5118	305	27	in	in	ADP
cblr-5118	305	28	and	and	CCONJ
cblr-5118	305	29	increasingly	increasingly	ADV
cblr-5118	305	30	focus	focus	VERB
cblr-5118	305	31	on	on	ADP
cblr-5118	305	32	judgment	judgment	NOUN
cblr-5118	305	33	work.79	work.79	NOUN
cblr-5118	305	34	the	the	DET
cblr-5118	305	35	study	study	NOUN
cblr-5118	305	36	suggests	suggest	VERB
cblr-5118	305	37	that	that	SCONJ
cblr-5118	305	38	in	in	ADP
cblr-5118	305	39	the	the	DET
cblr-5118	305	40	context	context	NOUN
cblr-5118	305	41	of	of	ADP
cblr-5118	305	42	judgment	judgment	NOUN
cblr-5118	305	43	work	work	VERB
cblr-5118	305	44	the	the	DET
cblr-5118	305	45	role	role	NOUN
cblr-5118	305	46	of	of	ADP
cblr-5118	305	47	ai	ai	NOUN
cblr-5118	305	48	will	will	AUX
cblr-5118	305	49	remain	remain	VERB
cblr-5118	305	50	advisory	advisory	ADJ
cblr-5118	305	51	in	in	ADP
cblr-5118	305	52	nature	nature	NOUN
cblr-5118	305	53	,	,	PUNCT
cblr-5118	305	54	with	with	ADP
cblr-5118	305	55	machines	machine	NOUN
cblr-5118	305	56	supporting	support	VERB
cblr-5118	305	57	and	and	CCONJ
cblr-5118	305	58	augmenting	augment	VERB
cblr-5118	305	59	the	the	DET
cblr-5118	305	60	work	work	NOUN
cblr-5118	305	61	of	of	ADP
cblr-5118	305	62	human	human	ADJ
cblr-5118	305	63	managers	manager	NOUN
cblr-5118	305	64	,	,	PUNCT
cblr-5118	305	65	but	but	CCONJ
cblr-5118	305	66	not	not	PART
cblr-5118	305	67	taking	take	VERB
cblr-5118	305	68	on	on	ADP
cblr-5118	305	69	the	the	DET
cblr-5118	305	70	role	role	NOUN
cblr-5118	305	71	of	of	ADP
cblr-5118	305	72	independent	independent	ADJ
cblr-5118	305	73	actors.80	actors.80	NOUN
cblr-5118	305	74	it	it	PRON
cblr-5118	305	75	is	be	AUX
cblr-5118	305	76	this	this	DET
cblr-5118	305	77	type	type	NOUN
cblr-5118	305	78	of	of	ADP
cblr-5118	305	79	augmentation	augmentation	NOUN
cblr-5118	305	80	that	that	PRON
cblr-5118	305	81	the	the	DET
cblr-5118	305	82	study	study	NOUN
cblr-5118	305	83	suggests	suggest	VERB
cblr-5118	305	84	holds	hold	VERB
cblr-5118	305	85	the	the	DET
cblr-5118	305	86	greatest	great	ADJ
cblr-5118	305	87	potential	potential	NOUN
cblr-5118	305	88	for	for	ADP
cblr-5118	305	89	ai	ai	ADJ
cblr-5118	305	90	-	-	PUNCT
cblr-5118	305	91	driven	drive	VERB
cblr-5118	305	92	value	value	NOUN
cblr-5118	306	1	creation.81	creation.81	PROPN
cblr-5118	306	2	the	the	DET
cblr-5118	306	3	accenture	accenture	NOUN
cblr-5118	306	4	study	study	NOUN
cblr-5118	306	5	provides	provide	VERB
cblr-5118	306	6	two	two	NUM
cblr-5118	306	7	examples	example	NOUN
cblr-5118	306	8	to	to	PART
cblr-5118	306	9	illustrate	illustrate	VERB
cblr-5118	306	10	its	its	PRON
cblr-5118	306	11	view	view	NOUN
cblr-5118	306	12	that	that	SCONJ
cblr-5118	306	13	human	human	ADJ
cblr-5118	306	14	judgment	judgment	NOUN
cblr-5118	306	15	can	can	AUX
cblr-5118	306	16	not	not	PART
cblr-5118	306	17	be	be	AUX
cblr-5118	306	18	replaced	replace	VERB
cblr-5118	306	19	by	by	ADP
cblr-5118	306	20	ai	ai	PROPN
cblr-5118	306	21	.	.	PUNCT
cblr-5118	307	1	first	first	ADV
cblr-5118	307	2	,	,	PUNCT
cblr-5118	307	3	it	it	PRON
cblr-5118	307	4	notes	note	VERB
cblr-5118	307	5	that	that	SCONJ
cblr-5118	307	6	in	in	ADP
cblr-5118	307	7	the	the	DET
cblr-5118	307	8	context	context	NOUN
cblr-5118	307	9	of	of	ADP
cblr-5118	307	10	big	big	ADJ
cblr-5118	307	11	data	datum	NOUN
cblr-5118	307	12	marketing	marketing	NOUN
cblr-5118	307	13	and	and	CCONJ
cblr-5118	307	14	sales	sale	NOUN
cblr-5118	307	15	campaigns	campaign	NOUN
cblr-5118	307	16	,	,	PUNCT
cblr-5118	307	17	“	"	PUNCT
cblr-5118	307	18	analytics	analytic	NOUN
cblr-5118	307	19	-	-	PUNCT
cblr-5118	307	20	driven	drive	VERB
cblr-5118	307	21	short	short	ADJ
cblr-5118	307	22	-	-	PUNCT
cblr-5118	307	23	term	term	NOUN
cblr-5118	307	24	results	result	NOUN
cblr-5118	307	25	may	may	AUX
cblr-5118	307	26	come	come	VERB
cblr-5118	307	27	at	at	ADP
cblr-5118	307	28	the	the	DET
cblr-5118	307	29	expense	expense	NOUN
cblr-5118	307	30	of	of	ADP
cblr-5118	307	31	long	long	ADJ
cblr-5118	307	32	-	-	PUNCT
cblr-5118	307	33	term	term	NOUN
cblr-5118	307	34	brand	brand	NOUN
cblr-5118	307	35	building	building	NOUN
cblr-5118	307	36	[	[	X
cblr-5118	307	37	and	and	CCONJ
cblr-5118	307	38	]	]	X
cblr-5118	307	39	strategies	strategy	NOUN
cblr-5118	307	40	.	.	PUNCT
cblr-5118	307	41	.	.	PUNCT
cblr-5118	308	1	.	.	PUNCT
cblr-5118	309	1	which	which	PRON
cblr-5118	309	2	can	can	AUX
cblr-5118	309	3	not	not	PART
cblr-5118	309	4	easily	easily	ADV
cblr-5118	309	5	be	be	AUX
cblr-5118	309	6	suggested	suggest	VERB
cblr-5118	309	7	by	by	ADP
cblr-5118	309	8	data	datum	NOUN
cblr-5118	309	9	.	.	PUNCT
cblr-5118	310	1	”82	”82	ADV
cblr-5118	310	2	it	it	PRON
cblr-5118	310	3	is	be	AUX
cblr-5118	310	4	therefore	therefore	ADV
cblr-5118	310	5	up	up	ADP
cblr-5118	310	6	to	to	ADP
cblr-5118	310	7	human	human	ADJ
cblr-5118	310	8	marketing	marketing	NOUN
cblr-5118	310	9	executives	executive	NOUN
cblr-5118	310	10	,	,	PUNCT
cblr-5118	310	11	the	the	DET
cblr-5118	310	12	study	study	NOUN
cblr-5118	310	13	suggests	suggest	VERB
cblr-5118	310	14	,	,	PUNCT
cblr-5118	310	15	to	to	PART
cblr-5118	310	16	“	"	PUNCT
cblr-5118	310	17	use	use	VERB
cblr-5118	310	18	judgment	judgment	NOUN
cblr-5118	310	19	—	—	PUNCT
cblr-5118	310	20	combining	combine	VERB
cblr-5118	310	21	analytics	analytic	NOUN
cblr-5118	310	22	with	with	ADP
cblr-5118	310	23	their	their	PRON
cblr-5118	310	24	own	own	ADJ
cblr-5118	310	25	and	and	CCONJ
cblr-5118	310	26	others	other	NOUN
cblr-5118	310	27	’	’	PART
cblr-5118	310	28	insight	insight	NOUN
cblr-5118	310	29	and	and	CCONJ
cblr-5118	310	30	experience	experience	NOUN
cblr-5118	310	31	,	,	PUNCT
cblr-5118	310	32	and	and	CCONJ
cblr-5118	310	33	by	by	ADP
cblr-5118	310	34	balancing	balance	VERB
cblr-5118	310	35	short	short	ADJ
cblr-5118	310	36	and	and	CCONJ
cblr-5118	310	37	long	long	ADJ
cblr-5118	310	38	-	-	PUNCT
cblr-5118	310	39	term	term	NOUN
cblr-5118	310	40	priorities	priority	NOUN
cblr-5118	310	41	.	.	PUNCT
cblr-5118	311	1	”83	”83	PROPN
cblr-5118	311	2	second	second	ADV
cblr-5118	311	3	,	,	PUNCT
cblr-5118	311	4	the	the	DET
cblr-5118	311	5	study	study	NOUN
cblr-5118	311	6	uses	use	VERB
cblr-5118	311	7	the	the	DET
cblr-5118	311	8	example	example	NOUN
cblr-5118	311	9	of	of	ADP
cblr-5118	311	10	evaluating	evaluate	VERB
cblr-5118	311	11	job	job	NOUN
cblr-5118	311	12	applications	application	NOUN
cblr-5118	311	13	.	.	PUNCT
cblr-5118	312	1	it	it	PRON
cblr-5118	312	2	argues	argue	VERB
cblr-5118	312	3	that	that	SCONJ
cblr-5118	312	4	even	even	ADV
cblr-5118	312	5	if	if	SCONJ
cblr-5118	312	6	ai	ai	VERB
cblr-5118	312	7	systems	system	NOUN
cblr-5118	312	8	“	"	PUNCT
cblr-5118	312	9	can	can	AUX
cblr-5118	312	10	measure	measure	VERB
cblr-5118	312	11	and	and	CCONJ
cblr-5118	312	12	opine	opine	VERB
cblr-5118	312	13	on	on	ADP
cblr-5118	312	14	a	a	DET
cblr-5118	312	15	candidate	candidate	NOUN
cblr-5118	312	16	’s	’s	PART
cblr-5118	312	17	facial	facial	ADJ
cblr-5118	312	18	expressions	expression	NOUN
cblr-5118	312	19	,	,	PUNCT
cblr-5118	312	20	mannerisms	mannerism	NOUN
cblr-5118	312	21	and	and	CCONJ
cblr-5118	312	22	vocal	vocal	ADJ
cblr-5118	312	23	inflections	inflection	NOUN
cblr-5118	312	24	,	,	PUNCT
cblr-5118	312	25	they	they	PRON
cblr-5118	312	26	may	may	AUX
cblr-5118	312	27	not	not	PART
cblr-5118	312	28	be	be	AUX
cblr-5118	312	29	able	able	ADJ
cblr-5118	312	30	to	to	PART
cblr-5118	312	31	assess	assess	VERB
cblr-5118	312	32	that	that	SCONJ
cblr-5118	312	33	individual	individual	NOUN
cblr-5118	312	34	’s	’s	PART
cblr-5118	312	35	compatibility	compatibility	NOUN
cblr-5118	312	36	with	with	ADP
cblr-5118	312	37	the	the	DET
cblr-5118	312	38	attitudes	attitude	NOUN
cblr-5118	312	39	and	and	CCONJ
cblr-5118	312	40	history	history	NOUN
cblr-5118	312	41	of	of	ADP
cblr-5118	312	42	the	the	DET
cblr-5118	312	43	company	company	NOUN
cblr-5118	312	44	’s	’s	PART
cblr-5118	312	45	existing	exist	VERB
cblr-5118	312	46	workforce	workforce	NOUN
cblr-5118	312	47	.	.	PUNCT
cblr-5118	313	1	these	these	DET
cblr-5118	313	2	decisions	decision	NOUN
cblr-5118	313	3	79	79	NUM
cblr-5118	313	4	see	see	VERB
cblr-5118	313	5	kolbjørnsrud	kolbjørnsrud	PROPN
cblr-5118	313	6	et	et	PROPN
cblr-5118	313	7	al	al	PROPN
cblr-5118	313	8	.	.	PROPN
cblr-5118	313	9	,	,	PUNCT
cblr-5118	313	10	supra	supra	PROPN
cblr-5118	313	11	note	note	PROPN
cblr-5118	313	12	49	49	NUM
cblr-5118	313	13	,	,	PUNCT
cblr-5118	313	14	at	at	ADP
cblr-5118	313	15	13–15	13–15	PROPN
cblr-5118	313	16	.	.	PUNCT
cblr-5118	314	1	80	80	NUM
cblr-5118	314	2	see	see	VERB
cblr-5118	314	3	i	i	PRON
cblr-5118	314	4	d.	d.	PROPN
cblr-5118	314	5	at	at	ADP
cblr-5118	314	6	15	15	NUM
cblr-5118	314	7	.	.	PUNCT
cblr-5118	315	1	81	81	NUM
cblr-5118	316	1	i	i	PRON
cblr-5118	316	2	d.	d.	PROPN
cblr-5118	316	3	as	as	SCONJ
cblr-5118	316	4	one	one	NUM
cblr-5118	316	5	commentator	commentator	NOUN
cblr-5118	316	6	suggested	suggest	VERB
cblr-5118	316	7	,	,	PUNCT
cblr-5118	316	8	there	there	PRON
cblr-5118	316	9	are	be	VERB
cblr-5118	316	10	three	three	NUM
cblr-5118	316	11	possible	possible	ADJ
cblr-5118	316	12	outcomes	outcome	NOUN
cblr-5118	316	13	when	when	SCONJ
cblr-5118	316	14	thinking	think	VERB
cblr-5118	316	15	about	about	ADP
cblr-5118	316	16	the	the	DET
cblr-5118	316	17	impact	impact	NOUN
cblr-5118	316	18	of	of	ADP
cblr-5118	316	19	machines	machine	NOUN
cblr-5118	316	20	on	on	ADP
cblr-5118	316	21	human	human	ADJ
cblr-5118	316	22	employment	employment	NOUN
cblr-5118	316	23	.	.	PUNCT
cblr-5118	317	1	robots	robot	NOUN
cblr-5118	317	2	and	and	CCONJ
cblr-5118	317	3	ai	ai	VERB
cblr-5118	317	4	will	will	AUX
cblr-5118	317	5	(	(	PUNCT
cblr-5118	317	6	1	1	X
cblr-5118	317	7	)	)	PUNCT
cblr-5118	317	8	take	take	VERB
cblr-5118	317	9	almost	almost	ADV
cblr-5118	317	10	all	all	PRON
cblr-5118	317	11	of	of	ADP
cblr-5118	317	12	the	the	DET
cblr-5118	317	13	jobs	job	NOUN
cblr-5118	317	14	,	,	PUNCT
cblr-5118	317	15	as	as	SCONJ
cblr-5118	317	16	they	they	PRON
cblr-5118	317	17	are	be	AUX
cblr-5118	317	18	better	well	ADJ
cblr-5118	317	19	than	than	ADP
cblr-5118	317	20	humans	human	NOUN
cblr-5118	317	21	at	at	ADP
cblr-5118	317	22	every	every	DET
cblr-5118	317	23	task	task	NOUN
cblr-5118	317	24	;	;	PUNCT
cblr-5118	317	25	(	(	PUNCT
cblr-5118	317	26	2	2	X
cblr-5118	317	27	)	)	PUNCT
cblr-5118	317	28	take	take	VERB
cblr-5118	317	29	some	some	DET
cblr-5118	317	30	jobs	job	NOUN
cblr-5118	317	31	but	but	CCONJ
cblr-5118	317	32	humans	human	NOUN
cblr-5118	317	33	will	will	AUX
cblr-5118	317	34	remain	remain	VERB
cblr-5118	317	35	dominant	dominant	ADJ
cblr-5118	317	36	in	in	ADP
cblr-5118	317	37	positions	position	NOUN
cblr-5118	317	38	such	such	ADJ
cblr-5118	317	39	as	as	ADP
cblr-5118	317	40	those	those	PRON
cblr-5118	317	41	that	that	PRON
cblr-5118	317	42	are	be	AUX
cblr-5118	317	43	too	too	ADV
cblr-5118	317	44	complex	complex	ADJ
cblr-5118	317	45	or	or	CCONJ
cblr-5118	317	46	require	require	VERB
cblr-5118	317	47	emotional	emotional	ADJ
cblr-5118	317	48	,	,	PUNCT
cblr-5118	317	49	social	social	ADJ
cblr-5118	317	50	,	,	PUNCT
cblr-5118	317	51	or	or	CCONJ
cblr-5118	317	52	artistic	artistic	ADJ
cblr-5118	317	53	skills	skill	NOUN
cblr-5118	317	54	;	;	PUNCT
cblr-5118	317	55	or	or	CCONJ
cblr-5118	317	56	(	(	PUNCT
cblr-5118	317	57	3	3	X
cblr-5118	317	58	)	)	PUNCT
cblr-5118	317	59	take	take	VERB
cblr-5118	317	60	none	none	NOUN
cblr-5118	317	61	of	of	ADP
cblr-5118	317	62	the	the	DET
cblr-5118	317	63	jobs	job	NOUN
cblr-5118	317	64	in	in	ADP
cblr-5118	317	65	the	the	DET
cblr-5118	317	66	sense	sense	NOUN
cblr-5118	317	67	that	that	SCONJ
cblr-5118	317	68	while	while	SCONJ
cblr-5118	317	69	certain	certain	ADJ
cblr-5118	317	70	jobs	job	NOUN
cblr-5118	317	71	will	will	AUX
cblr-5118	317	72	be	be	AUX
cblr-5118	317	73	eliminated	eliminate	VERB
cblr-5118	317	74	others	other	NOUN
cblr-5118	317	75	will	will	AUX
cblr-5118	317	76	be	be	AUX
cblr-5118	317	77	created	create	VERB
cblr-5118	317	78	at	at	ADP
cblr-5118	317	79	roughly	roughly	ADV
cblr-5118	317	80	the	the	DET
cblr-5118	317	81	same	same	ADJ
cblr-5118	317	82	rate	rate	NOUN
cblr-5118	317	83	.	.	PUNCT
cblr-5118	318	1	see	see	VERB
cblr-5118	318	2	byron	byron	PROPN
cblr-5118	318	3	reese	reese	PROPN
cblr-5118	318	4	,	,	PUNCT
cblr-5118	318	5	the	the	DET
cblr-5118	318	6	fourth	fourth	ADJ
cblr-5118	318	7	age	age	NOUN
cblr-5118	318	8	:	:	PUNCT
cblr-5118	318	9	smart	smart	ADJ
cblr-5118	318	10	computers	computer	NOUN
cblr-5118	318	11	,	,	PUNCT
cblr-5118	318	12	conscious	conscious	ADJ
cblr-5118	318	13	computers	computer	NOUN
cblr-5118	318	14	,	,	PUNCT
cblr-5118	318	15	and	and	CCONJ
cblr-5118	318	16	the	the	DET
cblr-5118	318	17	future	future	NOUN
cblr-5118	318	18	of	of	ADP
cblr-5118	318	19	humanity	humanity	NOUN
cblr-5118	318	20	85–121	85–121	NUM
cblr-5118	318	21	(	(	PUNCT
cblr-5118	318	22	2018	2018	NUM
cblr-5118	318	23	)	)	PUNCT
cblr-5118	318	24	.	.	PUNCT
cblr-5118	319	1	reese	reese	PROPN
cblr-5118	319	2	believes	believe	VERB
cblr-5118	319	3	that	that	SCONJ
cblr-5118	319	4	the	the	DET
cblr-5118	319	5	third	third	ADJ
cblr-5118	319	6	outcome	outcome	NOUN
cblr-5118	319	7	is	be	AUX
cblr-5118	319	8	the	the	DET
cblr-5118	319	9	most	most	ADV
cblr-5118	319	10	likely	likely	ADJ
cblr-5118	319	11	scenario	scenario	NOUN
cblr-5118	319	12	.	.	PUNCT
cblr-5118	320	1	i	i	PRON
cblr-5118	320	2	d.	d.	PROPN
cblr-5118	320	3	at	at	ADP
cblr-5118	320	4	98	98	NUM
cblr-5118	320	5	.	.	PUNCT
cblr-5118	321	1	82	82	NUM
cblr-5118	321	2	kolbjørnsrud	kolbjørnsrud	NOUN
cblr-5118	321	3	et	et	PROPN
cblr-5118	321	4	al	al	PROPN
cblr-5118	321	5	.	.	PROPN
cblr-5118	321	6	,	,	PUNCT
cblr-5118	321	7	supra	supra	PROPN
cblr-5118	321	8	note	note	PROPN
cblr-5118	321	9	49	49	NUM
cblr-5118	321	10	,	,	PUNCT
cblr-5118	321	11	at	at	ADP
cblr-5118	321	12	11	11	NUM
cblr-5118	321	13	.	.	PUNCT
cblr-5118	322	1	83	83	NUM
cblr-5118	323	1	i	i	PRON
cblr-5118	323	2	d.	d.	PROPN
cblr-5118	323	3	(	(	PUNCT
cblr-5118	323	4	footnote	footnote	VERB
cblr-5118	323	5	omitted	omit	VERB
cblr-5118	323	6	)	)	PUNCT
cblr-5118	323	7	.	.	PUNCT
cblr-5118	324	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	324	2	(	(	PUNCT
cblr-5118	324	3	do	do	AUX
cblr-5118	324	4	not	not	PART
cblr-5118	324	5	delete	delete	VERB
cblr-5118	324	6	)	)	PUNCT
cblr-5118	324	7	1/8/2020	1/8/2020	NUM
cblr-5118	324	8	4:46	4:46	NUM
cblr-5118	324	9	pm	pm	NOUN
cblr-5118	324	10	no	no	INTJ
cblr-5118	324	11	.	.	PUNCT
cblr-5118	325	1	3:965	3:965	NUM
cblr-5118	325	2	]	]	X
cblr-5118	325	3	corporate	corporate	ADJ
cblr-5118	325	4	management	management	NOUN
cblr-5118	325	5	in	in	ADP
cblr-5118	325	6	the	the	DET
cblr-5118	325	7	age	age	NOUN
cblr-5118	325	8	of	of	ADP
cblr-5118	325	9	ai	ai	VERB
cblr-5118	325	10	987	987	NUM
cblr-5118	325	11	require	require	VERB
cblr-5118	325	12	human	human	ADJ
cblr-5118	325	13	awareness	awareness	NOUN
cblr-5118	325	14	of	of	ADP
cblr-5118	325	15	the	the	DET
cblr-5118	325	16	organization	organization	NOUN
cblr-5118	325	17	’s	’s	PART
cblr-5118	325	18	context	context	NOUN
cblr-5118	325	19	and	and	CCONJ
cblr-5118	325	20	history	history	NOUN
cblr-5118	325	21	.	.	PUNCT
cblr-5118	326	1	”84	”84	NOUN
cblr-5118	326	2	for	for	ADP
cblr-5118	326	3	this	this	DET
cblr-5118	326	4	reason	reason	NOUN
cblr-5118	326	5	,	,	PUNCT
cblr-5118	326	6	the	the	DET
cblr-5118	326	7	study	study	NOUN
cblr-5118	326	8	concludes	conclude	VERB
cblr-5118	326	9	that	that	SCONJ
cblr-5118	326	10	human	human	ADJ
cblr-5118	326	11	managers	manager	NOUN
cblr-5118	326	12	will	will	AUX
cblr-5118	326	13	remain	remain	VERB
cblr-5118	326	14	the	the	DET
cblr-5118	326	15	ultimate	ultimate	ADJ
cblr-5118	326	16	decisionmakers	decisionmaker	NOUN
cblr-5118	326	17	when	when	SCONJ
cblr-5118	326	18	it	it	PRON
cblr-5118	326	19	comes	come	VERB
cblr-5118	326	20	to	to	ADP
cblr-5118	326	21	managerial	managerial	ADJ
cblr-5118	326	22	tasks	task	NOUN
cblr-5118	326	23	requiring	require	VERB
cblr-5118	326	24	judgment	judgment	NOUN
cblr-5118	326	25	.	.	PUNCT
cblr-5118	327	1	another	another	DET
cblr-5118	327	2	study	study	NOUN
cblr-5118	327	3	,	,	PUNCT
cblr-5118	327	4	authored	author	VERB
cblr-5118	327	5	by	by	ADP
cblr-5118	327	6	professors	professor	NOUN
cblr-5118	327	7	agrawal	agrawal	PROPN
cblr-5118	327	8	,	,	PUNCT
cblr-5118	327	9	gans	gan	NOUN
cblr-5118	327	10	and	and	CCONJ
cblr-5118	327	11	goldfarb	goldfarb	NOUN
cblr-5118	327	12	,	,	PUNCT
cblr-5118	327	13	begins	begin	VERB
cblr-5118	327	14	by	by	ADP
cblr-5118	327	15	emphasizing	emphasize	VERB
cblr-5118	327	16	ai	ai	VERB
cblr-5118	327	17	’s	’s	PART
cblr-5118	327	18	superiority	superiority	NOUN
cblr-5118	327	19	in	in	ADP
cblr-5118	327	20	data	datum	NOUN
cblr-5118	327	21	gathering	gathering	NOUN
cblr-5118	327	22	and	and	CCONJ
cblr-5118	327	23	prediction	prediction	NOUN
cblr-5118	327	24	tasks.85	tasks.85	NOUN
cblr-5118	327	25	prediction	prediction	NOUN
cblr-5118	327	26	in	in	ADP
cblr-5118	327	27	this	this	DET
cblr-5118	327	28	context	context	NOUN
cblr-5118	327	29	is	be	AUX
cblr-5118	327	30	understood	understand	VERB
cblr-5118	327	31	as	as	ADP
cblr-5118	327	32	the	the	DET
cblr-5118	327	33	ability	ability	NOUN
cblr-5118	327	34	to	to	PART
cblr-5118	327	35	use	use	VERB
cblr-5118	327	36	acquired	acquire	VERB
cblr-5118	327	37	information	information	NOUN
cblr-5118	327	38	or	or	CCONJ
cblr-5118	327	39	facts	fact	NOUN
cblr-5118	327	40	to	to	PART
cblr-5118	327	41	anticipate	anticipate	VERB
cblr-5118	327	42	future	future	ADJ
cblr-5118	327	43	events	event	NOUN
cblr-5118	327	44	(	(	PUNCT
cblr-5118	327	45	e.g.	e.g.	ADV
cblr-5118	327	46	,	,	PUNCT
cblr-5118	327	47	if	if	SCONJ
cblr-5118	327	48	a	a	DET
cblr-5118	327	49	customer	customer	NOUN
cblr-5118	327	50	will	will	AUX
cblr-5118	327	51	default	default	VERB
cblr-5118	327	52	on	on	ADP
cblr-5118	327	53	a	a	DET
cblr-5118	327	54	loan	loan	NOUN
cblr-5118	327	55	)	)	PUNCT
cblr-5118	327	56	and	and	CCONJ
cblr-5118	327	57	human	human	ADJ
cblr-5118	327	58	actions	action	NOUN
cblr-5118	327	59	(	(	PUNCT
cblr-5118	327	60	e.g.	e.g.	ADV
cblr-5118	327	61	,	,	PUNCT
cblr-5118	327	62	what	what	PRON
cblr-5118	327	63	a	a	DET
cblr-5118	327	64	human	human	ADJ
cblr-5118	327	65	driver	driver	NOUN
cblr-5118	327	66	would	would	AUX
cblr-5118	327	67	do	do	VERB
cblr-5118	327	68	in	in	ADP
cblr-5118	327	69	a	a	DET
cblr-5118	327	70	given	give	VERB
cblr-5118	327	71	situation).86	situation).86	NOUN
cblr-5118	327	72	prediction	prediction	NOUN
cblr-5118	327	73	can	can	AUX
cblr-5118	327	74	also	also	ADV
cblr-5118	327	75	relate	relate	VERB
cblr-5118	327	76	to	to	ADP
cblr-5118	327	77	present	present	ADJ
cblr-5118	327	78	conditions	condition	NOUN
cblr-5118	327	79	,	,	PUNCT
cblr-5118	327	80	such	such	ADJ
cblr-5118	327	81	as	as	ADP
cblr-5118	327	82	predicting	predict	VERB
cblr-5118	327	83	a	a	DET
cblr-5118	327	84	future	future	ADJ
cblr-5118	327	85	medical	medical	ADJ
cblr-5118	327	86	condition	condition	NOUN
cblr-5118	327	87	by	by	ADP
cblr-5118	327	88	evaluating	evaluate	VERB
cblr-5118	327	89	currently	currently	ADV
cblr-5118	327	90	observable	observable	ADJ
cblr-5118	327	91	symptoms.87	symptoms.87	NOUN
cblr-5118	327	92	while	while	SCONJ
cblr-5118	327	93	ai	ai	VERB
cblr-5118	327	94	excels	excel	NOUN
cblr-5118	327	95	at	at	ADP
cblr-5118	327	96	prediction	prediction	NOUN
cblr-5118	327	97	,	,	PUNCT
cblr-5118	327	98	a	a	DET
cblr-5118	327	99	different	different	ADJ
cblr-5118	327	100	question	question	NOUN
cblr-5118	327	101	is	be	AUX
cblr-5118	327	102	whether	whether	SCONJ
cblr-5118	327	103	on	on	ADP
cblr-5118	327	104	this	this	DET
cblr-5118	327	105	basis	basis	NOUN
cblr-5118	327	106	,	,	PUNCT
cblr-5118	327	107	beyond	beyond	ADP
cblr-5118	327	108	identifying	identify	VERB
cblr-5118	327	109	probable	probable	ADJ
cblr-5118	327	110	occurrences	occurrence	NOUN
cblr-5118	327	111	,	,	PUNCT
cblr-5118	327	112	it	it	PRON
cblr-5118	327	113	can	can	AUX
cblr-5118	327	114	reliably	reliably	ADV
cblr-5118	327	115	initiate	initiate	VERB
cblr-5118	327	116	appropriate	appropriate	ADJ
cblr-5118	327	117	actions	action	NOUN
cblr-5118	327	118	.	.	PUNCT
cblr-5118	328	1	according	accord	VERB
cblr-5118	328	2	to	to	ADP
cblr-5118	328	3	agrawal	agrawal	PROPN
cblr-5118	328	4	and	and	CCONJ
cblr-5118	328	5	his	his	PRON
cblr-5118	328	6	co	co	NOUN
cblr-5118	328	7	-	-	NOUN
cblr-5118	328	8	authors	author	NOUN
cblr-5118	328	9	,	,	PUNCT
cblr-5118	328	10	replicating	replicate	VERB
cblr-5118	328	11	human	human	ADJ
cblr-5118	328	12	judgment	judgment	NOUN
cblr-5118	328	13	is	be	AUX
cblr-5118	328	14	possible	possible	ADJ
cblr-5118	328	15	,	,	PUNCT
cblr-5118	328	16	but	but	CCONJ
cblr-5118	328	17	its	its	PRON
cblr-5118	328	18	feasibility	feasibility	NOUN
cblr-5118	328	19	depends	depend	VERB
cblr-5118	328	20	on	on	ADP
cblr-5118	328	21	the	the	DET
cblr-5118	328	22	necessary	necessary	ADJ
cblr-5118	328	23	level	level	NOUN
cblr-5118	328	24	of	of	ADP
cblr-5118	328	25	judgment	judgment	NOUN
cblr-5118	328	26	involved	involve	VERB
cblr-5118	328	27	in	in	ADP
cblr-5118	328	28	an	an	DET
cblr-5118	328	29	action	action	NOUN
cblr-5118	328	30	and	and	CCONJ
cblr-5118	328	31	the	the	DET
cblr-5118	328	32	ease	ease	NOUN
cblr-5118	328	33	of	of	ADP
cblr-5118	328	34	defining	define	VERB
cblr-5118	328	35	desired	desire	VERB
cblr-5118	328	36	outcomes	outcome	NOUN
cblr-5118	328	37	in	in	ADP
cblr-5118	328	38	terms	term	NOUN
cblr-5118	328	39	of	of	ADP
cblr-5118	328	40	“	"	PUNCT
cblr-5118	328	41	something	something	PRON
cblr-5118	328	42	a	a	DET
cblr-5118	328	43	machine	machine	NOUN
cblr-5118	328	44	can	can	AUX
cblr-5118	328	45	understand	understand	VERB
cblr-5118	328	46	.	.	PUNCT
cblr-5118	328	47	”88	”88	ADJ
cblr-5118	328	48	while	while	SCONJ
cblr-5118	328	49	the	the	DET
cblr-5118	328	50	authors	author	NOUN
cblr-5118	328	51	make	make	VERB
cblr-5118	328	52	the	the	DET
cblr-5118	328	53	point	point	NOUN
cblr-5118	328	54	that	that	SCONJ
cblr-5118	328	55	in	in	ADP
cblr-5118	328	56	the	the	DET
cblr-5118	328	57	coming	come	VERB
cblr-5118	328	58	years	year	NOUN
cblr-5118	328	59	our	our	PRON
cblr-5118	328	60	understanding	understanding	NOUN
cblr-5118	328	61	of	of	ADP
cblr-5118	328	62	human	human	ADJ
cblr-5118	328	63	judgment	judgment	NOUN
cblr-5118	328	64	will	will	AUX
cblr-5118	328	65	improve	improve	VERB
cblr-5118	328	66	and	and	CCONJ
cblr-5118	328	67	become	become	VERB
cblr-5118	328	68	subject	subject	ADJ
cblr-5118	328	69	to	to	ADP
cblr-5118	328	70	increasing	increase	VERB
cblr-5118	328	71	automation,89	automation,89	ADJ
cblr-5118	328	72	they	they	PRON
cblr-5118	328	73	nevertheless	nevertheless	ADV
cblr-5118	328	74	believe	believe	VERB
cblr-5118	328	75	that	that	SCONJ
cblr-5118	328	76	a	a	DET
cblr-5118	328	77	need	need	NOUN
cblr-5118	328	78	for	for	ADP
cblr-5118	328	79	human	human	ADJ
cblr-5118	328	80	judgment	judgment	NOUN
cblr-5118	328	81	will	will	AUX
cblr-5118	328	82	prevail	prevail	VERB
cblr-5118	328	83	in	in	ADP
cblr-5118	328	84	certain	certain	ADJ
cblr-5118	328	85	situations	situation	NOUN
cblr-5118	328	86	and	and	CCONJ
cblr-5118	328	87	contexts.90	contexts.90	ADV
cblr-5118	328	88	they	they	PRON
cblr-5118	328	89	predict	predict	VERB
cblr-5118	328	90	as	as	ADP
cblr-5118	328	91	likely	likely	ADJ
cblr-5118	328	92	“	"	PUNCT
cblr-5118	328	93	that	that	SCONJ
cblr-5118	328	94	organizations	organization	NOUN
cblr-5118	328	95	will	will	AUX
cblr-5118	328	96	have	have	VERB
cblr-5118	328	97	[	[	X
cblr-5118	328	98	a	a	X
cblr-5118	328	99	]	]	X
cblr-5118	328	100	continuing	continue	VERB
cblr-5118	328	101	demand	demand	NOUN
cblr-5118	328	102	for	for	ADP
cblr-5118	328	103	people	people	NOUN
cblr-5118	328	104	who	who	PRON
cblr-5118	328	105	can	can	AUX
cblr-5118	328	106	make	make	VERB
cblr-5118	328	107	responsible	responsible	ADJ
cblr-5118	328	108	decisions	decision	NOUN
cblr-5118	328	109	(	(	PUNCT
cblr-5118	328	110	requiring	require	VERB
cblr-5118	328	111	ethical	ethical	ADJ
cblr-5118	328	112	84	84	NUM
cblr-5118	328	113	i	i	PROPN
cblr-5118	328	114	d.	d.	PROPN
cblr-5118	328	115	85	85	NUM
cblr-5118	328	116	see	see	VERB
cblr-5118	328	117	agrawal	agrawal	PROPN
cblr-5118	328	118	et	et	PROPN
cblr-5118	328	119	al	al	PROPN
cblr-5118	328	120	.	.	PROPN
cblr-5118	328	121	,	,	PUNCT
cblr-5118	328	122	supra	supra	PROPN
cblr-5118	328	123	note	note	NOUN
cblr-5118	328	124	74	74	NUM
cblr-5118	328	125	,	,	PUNCT
cblr-5118	328	126	at	at	ADP
cblr-5118	328	127	23–24	23–24	NUM
cblr-5118	328	128	.	.	PUNCT
cblr-5118	329	1	indeed	indeed	ADV
cblr-5118	329	2	,	,	PUNCT
cblr-5118	329	3	it	it	PRON
cblr-5118	329	4	is	be	AUX
cblr-5118	329	5	commonly	commonly	ADV
cblr-5118	329	6	accepted	accept	VERB
cblr-5118	329	7	that	that	SCONJ
cblr-5118	329	8	machines	machine	NOUN
cblr-5118	329	9	are	be	AUX
cblr-5118	329	10	better	well	ADJ
cblr-5118	329	11	at	at	ADP
cblr-5118	329	12	data	datum	NOUN
cblr-5118	329	13	gathering	gathering	NOUN
cblr-5118	329	14	and	and	CCONJ
cblr-5118	329	15	analysis	analysis	NOUN
cblr-5118	329	16	than	than	ADP
cblr-5118	329	17	humans	human	NOUN
cblr-5118	329	18	,	,	PUNCT
cblr-5118	329	19	suggesting	suggest	VERB
cblr-5118	329	20	that	that	SCONJ
cblr-5118	329	21	these	these	DET
cblr-5118	329	22	areas	area	NOUN
cblr-5118	329	23	will	will	AUX
cblr-5118	329	24	be	be	AUX
cblr-5118	329	25	dominated	dominate	VERB
cblr-5118	329	26	by	by	ADP
cblr-5118	329	27	ai	ai	PROPN
cblr-5118	329	28	.	.	PROPN
cblr-5118	329	29	see	see	VERB
cblr-5118	329	30	,	,	PUNCT
cblr-5118	329	31	e.g.	e.g.	ADV
cblr-5118	329	32	,	,	PUNCT
cblr-5118	329	33	megan	megan	PROPN
cblr-5118	329	34	beck	beck	PROPN
cblr-5118	329	35	&	&	CCONJ
cblr-5118	329	36	barry	barry	PROPN
cblr-5118	329	37	libert	libert	PROPN
cblr-5118	329	38	,	,	PUNCT
cblr-5118	329	39	the	the	DET
cblr-5118	329	40	rise	rise	NOUN
cblr-5118	329	41	of	of	ADP
cblr-5118	329	42	ai	ai	VERB
cblr-5118	329	43	makes	make	VERB
cblr-5118	329	44	emotional	emotional	ADJ
cblr-5118	329	45	intelligence	intelligence	NOUN
cblr-5118	329	46	more	more	ADV
cblr-5118	329	47	important	important	ADJ
cblr-5118	329	48	,	,	PUNCT
cblr-5118	329	49	harv	harv	NOUN
cblr-5118	329	50	.	.	PUNCT
cblr-5118	330	1	bus	bus	NOUN
cblr-5118	330	2	.	.	PUNCT
cblr-5118	331	1	rev	rev	PROPN
cblr-5118	331	2	.	.	PROPN
cblr-5118	332	1	online	online	PROPN
cblr-5118	332	2	(	(	PUNCT
cblr-5118	332	3	feb	feb	PROPN
cblr-5118	332	4	.	.	PROPN
cblr-5118	332	5	15	15	NUM
cblr-5118	332	6	,	,	PUNCT
cblr-5118	332	7	2017	2017	NUM
cblr-5118	332	8	)	)	PUNCT
cblr-5118	332	9	,	,	PUNCT
cblr-5118	333	1	https://hbr.org/2017/02/the-rise-of-ai-makes-emotional-intelligence-moreimportant	https://hbr.org/2017/02/the-rise-of-ai-makes-emotional-intelligence-moreimportant	PROPN
cblr-5118	333	2	[	[	X
cblr-5118	333	3	https://perma.cc/a8q6-laxe	https://perma.cc/a8q6-laxe	NOUN
cblr-5118	333	4	]	]	X
cblr-5118	333	5	.	.	PUNCT
cblr-5118	334	1	86	86	NUM
cblr-5118	334	2	see	see	VERB
cblr-5118	334	3	agrawal	agrawal	PROPN
cblr-5118	334	4	et	et	PROPN
cblr-5118	334	5	al	al	PROPN
cblr-5118	334	6	.	.	PROPN
cblr-5118	334	7	,	,	PUNCT
cblr-5118	334	8	supra	supra	PROPN
cblr-5118	334	9	note	note	NOUN
cblr-5118	334	10	74	74	NUM
cblr-5118	334	11	,	,	PUNCT
cblr-5118	334	12	at	at	ADP
cblr-5118	334	13	24	24	NUM
cblr-5118	334	14	.	.	PUNCT
cblr-5118	335	1	87	87	NUM
cblr-5118	335	2	see	see	VERB
cblr-5118	335	3	i	i	PRON
cblr-5118	335	4	d.	d.	PROPN
cblr-5118	335	5	88	88	NUM
cblr-5118	336	1	i	i	PRON
cblr-5118	336	2	d.	d.	PROPN
cblr-5118	336	3	89	89	NUM
cblr-5118	337	1	i	i	PRON
cblr-5118	337	2	d.	d.	PROPN
cblr-5118	337	3	90	90	NUM
cblr-5118	338	1	i	i	PRON
cblr-5118	338	2	d.	d.	PROPN
cblr-5118	338	3	at	at	ADP
cblr-5118	338	4	24–25	24–25	NUM
cblr-5118	338	5	.	.	PUNCT
cblr-5118	339	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	339	2	(	(	PUNCT
cblr-5118	339	3	do	do	AUX
cblr-5118	339	4	not	not	PART
cblr-5118	339	5	delte	delte	VERB
cblr-5118	339	6	)	)	PUNCT
cblr-5118	339	7	1/8/2020	1/8/2020	NUM
cblr-5118	339	8	4:46	4:46	NUM
cblr-5118	339	9	pm	pm	NOUN
cblr-5118	339	10	988	988	NUM
cblr-5118	339	11	columbia	columbia	PROPN
cblr-5118	339	12	business	business	NOUN
cblr-5118	339	13	law	law	PROPN
cblr-5118	339	14	review	review	NOUN
cblr-5118	339	15	[	[	X
cblr-5118	339	16	vol	vol	NOUN
cblr-5118	339	17	.	.	NOUN
cblr-5118	339	18	2019	2019	NUM
cblr-5118	339	19	judgment	judgment	NOUN
cblr-5118	339	20	)	)	PUNCT
cblr-5118	339	21	,	,	PUNCT
cblr-5118	339	22	engage	engage	VERB
cblr-5118	339	23	customers	customer	NOUN
cblr-5118	339	24	and	and	CCONJ
cblr-5118	339	25	employees	employee	NOUN
cblr-5118	339	26	(	(	PUNCT
cblr-5118	339	27	requiring	require	VERB
cblr-5118	339	28	emotional	emotional	ADJ
cblr-5118	339	29	intelligence	intelligence	NOUN
cblr-5118	339	30	)	)	PUNCT
cblr-5118	339	31	,	,	PUNCT
cblr-5118	339	32	and	and	CCONJ
cblr-5118	339	33	identify	identify	VERB
cblr-5118	339	34	new	new	ADJ
cblr-5118	339	35	opportunities	opportunity	NOUN
cblr-5118	339	36	(	(	PUNCT
cblr-5118	339	37	requiring	require	VERB
cblr-5118	339	38	creativity).”91	creativity).”91	NOUN
cblr-5118	339	39	finally	finally	ADV
cblr-5118	339	40	,	,	PUNCT
cblr-5118	339	41	these	these	DET
cblr-5118	339	42	authors	author	NOUN
cblr-5118	339	43	also	also	ADV
cblr-5118	339	44	suggest	suggest	VERB
cblr-5118	339	45	that	that	SCONJ
cblr-5118	339	46	human	human	ADJ
cblr-5118	339	47	judgment	judgment	NOUN
cblr-5118	339	48	will	will	AUX
cblr-5118	339	49	be	be	AUX
cblr-5118	339	50	required	require	VERB
cblr-5118	339	51	when	when	SCONJ
cblr-5118	339	52	deciding	decide	VERB
cblr-5118	339	53	how	how	SCONJ
cblr-5118	339	54	best	good	ADJ
cblr-5118	339	55	to	to	PART
cblr-5118	339	56	apply	apply	VERB
cblr-5118	339	57	ai.92	ai.92	NOUN
cblr-5118	339	58	this	this	PRON
cblr-5118	339	59	presumably	presumably	ADV
cblr-5118	339	60	includes	include	VERB
cblr-5118	339	61	the	the	DET
cblr-5118	339	62	decision	decision	NOUN
cblr-5118	339	63	of	of	ADP
cblr-5118	339	64	when	when	SCONJ
cblr-5118	339	65	we	we	PRON
cblr-5118	339	66	should	should	AUX
cblr-5118	339	67	rely	rely	VERB
cblr-5118	339	68	on	on	ADP
cblr-5118	339	69	judgment	judgment	NOUN
cblr-5118	339	70	by	by	ADP
cblr-5118	339	71	ai	ai	NOUN
cblr-5118	339	72	,	,	PUNCT
cblr-5118	339	73	although	although	SCONJ
cblr-5118	339	74	this	this	DET
cblr-5118	339	75	decision	decision	NOUN
cblr-5118	339	76	itself	itself	PRON
cblr-5118	339	77	will	will	AUX
cblr-5118	339	78	likely	likely	ADV
cblr-5118	339	79	be	be	AUX
cblr-5118	339	80	supported	support	VERB
cblr-5118	339	81	by	by	ADP
cblr-5118	339	82	ai	ai	INTJ
cblr-5118	339	83	and	and	CCONJ
cblr-5118	339	84	its	its	PRON
cblr-5118	339	85	insights	insight	NOUN
cblr-5118	339	86	into	into	ADP
cblr-5118	339	87	the	the	DET
cblr-5118	339	88	benefits	benefit	NOUN
cblr-5118	339	89	of	of	ADP
cblr-5118	339	90	using	use	VERB
cblr-5118	339	91	it	it	PRON
cblr-5118	339	92	in	in	ADP
cblr-5118	339	93	a	a	DET
cblr-5118	339	94	given	give	VERB
cblr-5118	339	95	situation	situation	NOUN
cblr-5118	339	96	.	.	PUNCT
cblr-5118	340	1	echoing	echo	VERB
cblr-5118	340	2	the	the	DET
cblr-5118	340	3	general	general	ADJ
cblr-5118	340	4	sentiment	sentiment	NOUN
cblr-5118	340	5	of	of	ADP
cblr-5118	340	6	the	the	DET
cblr-5118	340	7	accenture	accenture	NOUN
cblr-5118	340	8	study	study	NOUN
cblr-5118	340	9	and	and	CCONJ
cblr-5118	340	10	the	the	DET
cblr-5118	340	11	work	work	NOUN
cblr-5118	340	12	of	of	ADP
cblr-5118	340	13	agrawal	agrawal	PROPN
cblr-5118	340	14	and	and	CCONJ
cblr-5118	340	15	his	his	PRON
cblr-5118	340	16	coauthors	coauthor	NOUN
cblr-5118	340	17	,	,	PUNCT
cblr-5118	340	18	beck	beck	PROPN
cblr-5118	340	19	and	and	CCONJ
cblr-5118	340	20	libert	libert	NOUN
cblr-5118	340	21	have	have	AUX
cblr-5118	340	22	remarked	remark	VERB
cblr-5118	340	23	that	that	SCONJ
cblr-5118	340	24	“	"	PUNCT
cblr-5118	340	25	[	[	X
cblr-5118	340	26	t]hose	t]hose	X
cblr-5118	340	27	who	who	PRON
cblr-5118	340	28	want	want	VERB
cblr-5118	340	29	to	to	PART
cblr-5118	340	30	stay	stay	VERB
cblr-5118	340	31	relevant	relevant	ADJ
cblr-5118	340	32	in	in	ADP
cblr-5118	340	33	their	their	PRON
cblr-5118	340	34	professions	profession	NOUN
cblr-5118	340	35	will	will	AUX
cblr-5118	340	36	need	need	VERB
cblr-5118	340	37	to	to	PART
cblr-5118	340	38	focus	focus	VERB
cblr-5118	340	39	on	on	ADP
cblr-5118	340	40	skills	skill	NOUN
cblr-5118	340	41	and	and	CCONJ
cblr-5118	340	42	capabilities	capability	NOUN
cblr-5118	340	43	that	that	PRON
cblr-5118	340	44	artificial	artificial	ADJ
cblr-5118	340	45	intelligence	intelligence	NOUN
cblr-5118	340	46	has	have	VERB
cblr-5118	340	47	trouble	trouble	NOUN
cblr-5118	340	48	replicating	replicate	VERB
cblr-5118	340	49	—	—	PUNCT
cblr-5118	340	50	understanding	understanding	NOUN
cblr-5118	340	51	,	,	PUNCT
cblr-5118	340	52	motivating	motivating	NOUN
cblr-5118	340	53	,	,	PUNCT
cblr-5118	340	54	and	and	CCONJ
cblr-5118	340	55	interacting	interact	VERB
cblr-5118	340	56	with	with	ADP
cblr-5118	340	57	human	human	ADJ
cblr-5118	340	58	beings	being	NOUN
cblr-5118	340	59	.	.	PUNCT
cblr-5118	341	1	”93	”93	ADV
cblr-5118	341	2	they	they	PRON
cblr-5118	341	3	argue	argue	VERB
cblr-5118	341	4	that	that	SCONJ
cblr-5118	341	5	although	although	SCONJ
cblr-5118	341	6	machines	machine	NOUN
cblr-5118	341	7	may	may	AUX
cblr-5118	341	8	be	be	AUX
cblr-5118	341	9	able	able	ADJ
cblr-5118	341	10	to	to	PART
cblr-5118	341	11	diagnose	diagnose	VERB
cblr-5118	341	12	complex	complex	ADJ
cblr-5118	341	13	business	business	NOUN
cblr-5118	341	14	problems	problem	NOUN
cblr-5118	341	15	and	and	CCONJ
cblr-5118	341	16	recommend	recommend	VERB
cblr-5118	341	17	actions	action	NOUN
cblr-5118	341	18	to	to	PART
cblr-5118	341	19	improve	improve	VERB
cblr-5118	341	20	an	an	DET
cblr-5118	341	21	organization	organization	NOUN
cblr-5118	341	22	,	,	PUNCT
cblr-5118	341	23	human	human	ADJ
cblr-5118	341	24	beings	being	NOUN
cblr-5118	341	25	are	be	AUX
cblr-5118	341	26	“	"	PUNCT
cblr-5118	341	27	still	still	ADV
cblr-5118	341	28	best	well	ADV
cblr-5118	341	29	suited	suit	VERB
cblr-5118	341	30	to	to	ADP
cblr-5118	341	31	jobs	job	NOUN
cblr-5118	341	32	like	like	ADP
cblr-5118	341	33	spurring	spur	VERB
cblr-5118	341	34	[	[	X
cblr-5118	341	35	a	a	X
cblr-5118	341	36	]	]	PUNCT
cblr-5118	341	37	leadership	leadership	NOUN
cblr-5118	341	38	team	team	NOUN
cblr-5118	341	39	to	to	ADP
cblr-5118	341	40	action	action	NOUN
cblr-5118	341	41	,	,	PUNCT
cblr-5118	341	42	avoiding	avoid	VERB
cblr-5118	341	43	political	political	ADJ
cblr-5118	341	44	hot	hot	ADJ
cblr-5118	341	45	buttons	button	NOUN
cblr-5118	341	46	,	,	PUNCT
cblr-5118	341	47	and	and	CCONJ
cblr-5118	341	48	identifying	identify	VERB
cblr-5118	341	49	savvy	savvy	ADJ
cblr-5118	341	50	individuals	individual	NOUN
cblr-5118	341	51	to	to	PART
cblr-5118	341	52	lead	lead	VERB
cblr-5118	341	53	change	change	NOUN
cblr-5118	341	54	.	.	PUNCT
cblr-5118	342	1	”94	”94	PROPN
cblr-5118	342	2	beck	beck	NOUN
cblr-5118	342	3	and	and	CCONJ
cblr-5118	342	4	libert	libert	NOUN
cblr-5118	342	5	have	have	AUX
cblr-5118	342	6	also	also	ADV
cblr-5118	342	7	identified	identify	VERB
cblr-5118	342	8	areas	area	NOUN
cblr-5118	342	9	of	of	ADP
cblr-5118	342	10	decision	decision	NOUN
cblr-5118	342	11	making	make	VERB
cblr-5118	342	12	where	where	SCONJ
cblr-5118	342	13	they	they	PRON
cblr-5118	342	14	believe	believe	VERB
cblr-5118	342	15	ai	ai	VERB
cblr-5118	342	16	performs	perform	NOUN
cblr-5118	342	17	better	well	ADV
cblr-5118	342	18	than	than	ADP
cblr-5118	342	19	humans	human	NOUN
cblr-5118	342	20	.	.	PUNCT
cblr-5118	343	1	they	they	PRON
cblr-5118	343	2	note	note	VERB
cblr-5118	343	3	that	that	SCONJ
cblr-5118	343	4	“	"	PUNCT
cblr-5118	343	5	[	[	X
cblr-5118	343	6	a]rtificial	a]rtificial	ADJ
cblr-5118	343	7	intelligence	intelligence	NOUN
cblr-5118	343	8	for	for	ADP
cblr-5118	343	9	both	both	DET
cblr-5118	343	10	strategic	strategic	ADJ
cblr-5118	343	11	decisionmaking	decisionmaking	NOUN
cblr-5118	343	12	(	(	PUNCT
cblr-5118	343	13	capital	capital	NOUN
cblr-5118	343	14	allocation	allocation	NOUN
cblr-5118	343	15	)	)	PUNCT
cblr-5118	343	16	and	and	CCONJ
cblr-5118	343	17	operating	operate	VERB
cblr-5118	343	18	decisionmaking	decisionmaking	NOUN
cblr-5118	343	19	will	will	AUX
cblr-5118	343	20	come	come	VERB
cblr-5118	343	21	to	to	PART
cblr-5118	343	22	be	be	AUX
cblr-5118	343	23	an	an	DET
cblr-5118	343	24	essential	essential	ADJ
cblr-5118	343	25	competitive	competitive	ADJ
cblr-5118	343	26	advantage	advantage	NOUN
cblr-5118	343	27	,	,	PUNCT
cblr-5118	343	28	just	just	ADV
cblr-5118	343	29	like	like	SCONJ
cblr-5118	343	30	electricity	electricity	NOUN
cblr-5118	343	31	was	be	AUX
cblr-5118	343	32	in	in	ADP
cblr-5118	343	33	the	the	DET
cblr-5118	343	34	industrial	industrial	ADJ
cblr-5118	343	35	revolution	revolution	NOUN
cblr-5118	343	36	or	or	CCONJ
cblr-5118	343	37	enterprise	enterprise	NOUN
cblr-5118	343	38	resource	resource	NOUN
cblr-5118	343	39	planning	planning	NOUN
cblr-5118	343	40	software	software	NOUN
cblr-5118	343	41	(	(	PUNCT
cblr-5118	343	42	erp	erp	NOUN
cblr-5118	343	43	)	)	PUNCT
cblr-5118	343	44	was	be	AUX
cblr-5118	343	45	in	in	ADP
cblr-5118	343	46	the	the	DET
cblr-5118	343	47	information	information	NOUN
cblr-5118	343	48	age	age	NOUN
cblr-5118	343	49	.	.	PUNCT
cblr-5118	344	1	”95	”95	NOUN
cblr-5118	344	2	however	however	ADV
cblr-5118	344	3	,	,	PUNCT
cblr-5118	344	4	in	in	ADP
cblr-5118	344	5	beck	beck	NOUN
cblr-5118	344	6	and	and	CCONJ
cblr-5118	344	7	libert	libert	PROPN
cblr-5118	344	8	’s	’s	PART
cblr-5118	344	9	view	view	NOUN
cblr-5118	344	10	,	,	PUNCT
cblr-5118	344	11	ai	ai	VERB
cblr-5118	344	12	in	in	ADP
cblr-5118	344	13	the	the	DET
cblr-5118	344	14	boardroom	boardroom	NOUN
cblr-5118	344	15	“	"	PUNCT
cblr-5118	344	16	is	be	AUX
cblr-5118	344	17	not	not	PART
cblr-5118	344	18	about	about	ADP
cblr-5118	344	19	automating	automate	VERB
cblr-5118	344	20	leadership	leadership	NOUN
cblr-5118	344	21	91	91	NUM
cblr-5118	345	1	i	i	PRON
cblr-5118	345	2	d.	d.	PROPN
cblr-5118	345	3	at	at	ADP
cblr-5118	345	4	26	26	NUM
cblr-5118	345	5	.	.	PUNCT
cblr-5118	346	1	92	92	NUM
cblr-5118	347	1	i	i	PROPN
cblr-5118	347	2	d.	d.	PROPN
cblr-5118	347	3	93	93	NUM
cblr-5118	347	4	beck	beck	PROPN
cblr-5118	347	5	&	&	CCONJ
cblr-5118	347	6	libert	libert	PROPN
cblr-5118	347	7	,	,	PUNCT
cblr-5118	347	8	supra	supra	PROPN
cblr-5118	347	9	note	note	PROPN
cblr-5118	347	10	85	85	NUM
cblr-5118	347	11	(	(	PUNCT
cblr-5118	347	12	“	"	PUNCT
cblr-5118	347	13	a	a	DET
cblr-5118	347	14	smart	smart	ADJ
cblr-5118	347	15	machine	machine	NOUN
cblr-5118	347	16	might	might	AUX
cblr-5118	347	17	be	be	AUX
cblr-5118	347	18	able	able	ADJ
cblr-5118	347	19	to	to	PART
cblr-5118	347	20	diagnose	diagnose	VERB
cblr-5118	347	21	an	an	DET
cblr-5118	347	22	illness	illness	NOUN
cblr-5118	347	23	and	and	CCONJ
cblr-5118	347	24	even	even	ADV
cblr-5118	347	25	recommend	recommend	VERB
cblr-5118	347	26	treatment	treatment	NOUN
cblr-5118	347	27	better	well	ADJ
cblr-5118	347	28	than	than	ADP
cblr-5118	347	29	a	a	DET
cblr-5118	347	30	doctor	doctor	NOUN
cblr-5118	347	31	.	.	PUNCT
cblr-5118	348	1	it	it	PRON
cblr-5118	348	2	takes	take	VERB
cblr-5118	348	3	a	a	DET
cblr-5118	348	4	person	person	NOUN
cblr-5118	348	5	,	,	PUNCT
cblr-5118	348	6	however	however	ADV
cblr-5118	348	7	,	,	PUNCT
cblr-5118	348	8	to	to	PART
cblr-5118	348	9	sit	sit	VERB
cblr-5118	348	10	with	with	ADP
cblr-5118	348	11	a	a	DET
cblr-5118	348	12	patient	patient	NOUN
cblr-5118	348	13	,	,	PUNCT
cblr-5118	348	14	understand	understand	VERB
cblr-5118	348	15	their	their	PRON
cblr-5118	348	16	life	life	NOUN
cblr-5118	348	17	situation	situation	NOUN
cblr-5118	348	18	(	(	PUNCT
cblr-5118	348	19	finances	finance	NOUN
cblr-5118	348	20	,	,	PUNCT
cblr-5118	348	21	family	family	NOUN
cblr-5118	348	22	,	,	PUNCT
cblr-5118	348	23	quality	quality	NOUN
cblr-5118	348	24	of	of	ADP
cblr-5118	348	25	life	life	NOUN
cblr-5118	348	26	,	,	PUNCT
cblr-5118	348	27	etc	etc	X
cblr-5118	348	28	.	.	X
cblr-5118	348	29	)	)	PUNCT
cblr-5118	348	30	,	,	PUNCT
cblr-5118	348	31	and	and	CCONJ
cblr-5118	348	32	help	help	VERB
cblr-5118	348	33	determine	determine	VERB
cblr-5118	348	34	what	what	PRON
cblr-5118	348	35	treatment	treatment	NOUN
cblr-5118	348	36	plan	plan	NOUN
cblr-5118	348	37	is	be	AUX
cblr-5118	348	38	optimal	optimal	ADJ
cblr-5118	348	39	.	.	PUNCT
cblr-5118	348	40	”	"	PUNCT
cblr-5118	348	41	)	)	PUNCT
cblr-5118	348	42	.	.	PUNCT
cblr-5118	349	1	94	94	NUM
cblr-5118	350	1	i	i	PRON
cblr-5118	350	2	d.	d.	PROPN
cblr-5118	350	3	95	95	NUM
cblr-5118	350	4	barry	barry	PROPN
cblr-5118	350	5	libert	libert	PROPN
cblr-5118	350	6	et	et	PROPN
cblr-5118	350	7	al	al	PROPN
cblr-5118	350	8	.	.	PROPN
cblr-5118	350	9	,	,	PUNCT
cblr-5118	350	10	ai	ai	VERB
cblr-5118	350	11	in	in	ADP
cblr-5118	350	12	the	the	DET
cblr-5118	350	13	boardroom	boardroom	NOUN
cblr-5118	350	14	:	:	PUNCT
cblr-5118	350	15	the	the	DET
cblr-5118	350	16	next	next	ADJ
cblr-5118	350	17	realm	realm	NOUN
cblr-5118	350	18	of	of	ADP
cblr-5118	350	19	corporate	corporate	ADJ
cblr-5118	350	20	governance	governance	NOUN
cblr-5118	350	21	,	,	PUNCT
cblr-5118	350	22	mit	mit	PROPN
cblr-5118	350	23	sloan	sloan	PROPN
cblr-5118	350	24	mgmt	mgmt	PROPN
cblr-5118	350	25	.	.	PUNCT
cblr-5118	351	1	rev	rev	PROPN
cblr-5118	351	2	.	.	PROPN
cblr-5118	352	1	(	(	PUNCT
cblr-5118	352	2	oct	oct	PROPN
cblr-5118	352	3	.	.	PROPN
cblr-5118	352	4	19	19	NUM
cblr-5118	352	5	,	,	PUNCT
cblr-5118	352	6	2017	2017	NUM
cblr-5118	352	7	)	)	PUNCT
cblr-5118	352	8	,	,	PUNCT
cblr-5118	352	9	https://sloanreview.mit.edu/	https://sloanreview.mit.edu/	PROPN
cblr-5118	352	10	article	article	NOUN
cblr-5118	352	11	/	/	SYM
cblr-5118	352	12	ai	ai	PROPN
cblr-5118	352	13	-	-	PUNCT
cblr-5118	352	14	in	in	ADP
cblr-5118	352	15	-	-	PUNCT
cblr-5118	352	16	the	the	DET
cblr-5118	352	17	-	-	PUNCT
cblr-5118	352	18	boardroom	boardroom	NOUN
cblr-5118	352	19	-	-	PUNCT
cblr-5118	352	20	the	the	DET
cblr-5118	352	21	-	-	PUNCT
cblr-5118	352	22	next	next	ADJ
cblr-5118	352	23	-	-	PUNCT
cblr-5118	352	24	realm	realm	NOUN
cblr-5118	352	25	-	-	PUNCT
cblr-5118	352	26	ofcorporate	ofcorporate	NOUN
cblr-5118	352	27	-	-	PUNCT
cblr-5118	352	28	governance	governance	NOUN
cblr-5118	352	29	[	[	NOUN
cblr-5118	352	30	https://perma.cc/ae98-dc8r	https://perma.cc/ae98-dc8r	NOUN
cblr-5118	352	31	]	]	X
cblr-5118	352	32	.	.	PUNCT
cblr-5118	353	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	353	2	(	(	PUNCT
cblr-5118	353	3	do	do	AUX
cblr-5118	353	4	not	not	PART
cblr-5118	353	5	delete	delete	VERB
cblr-5118	353	6	)	)	PUNCT
cblr-5118	353	7	1/8/2020	1/8/2020	NUM
cblr-5118	353	8	4:46	4:46	NUM
cblr-5118	353	9	pm	pm	NOUN
cblr-5118	353	10	no	no	INTJ
cblr-5118	353	11	.	.	PUNCT
cblr-5118	354	1	3:965	3:965	NUM
cblr-5118	354	2	]	]	X
cblr-5118	354	3	corporate	corporate	ADJ
cblr-5118	354	4	management	management	NOUN
cblr-5118	354	5	in	in	ADP
cblr-5118	354	6	the	the	DET
cblr-5118	354	7	age	age	NOUN
cblr-5118	354	8	of	of	ADP
cblr-5118	354	9	ai	ai	PROPN
cblr-5118	354	10	989	989	NUM
cblr-5118	354	11	and	and	CCONJ
cblr-5118	354	12	governance	governance	NOUN
cblr-5118	354	13	,	,	PUNCT
cblr-5118	354	14	but	but	CCONJ
cblr-5118	354	15	rather	rather	ADV
cblr-5118	354	16	augmenting	augment	VERB
cblr-5118	354	17	board	board	NOUN
cblr-5118	354	18	intelligence	intelligence	NOUN
cblr-5118	354	19	.	.	PUNCT
cblr-5118	355	1	”96	”96	ADV
cblr-5118	355	2	this	this	DET
cblr-5118	355	3	corresponds	correspond	VERB
cblr-5118	355	4	to	to	ADP
cblr-5118	355	5	the	the	DET
cblr-5118	355	6	view	view	NOUN
cblr-5118	355	7	of	of	ADP
cblr-5118	355	8	ai	ai	NOUN
cblr-5118	355	9	as	as	ADP
cblr-5118	355	10	an	an	DET
cblr-5118	355	11	assistant	assistant	NOUN
cblr-5118	355	12	and	and	CCONJ
cblr-5118	355	13	advisor	advisor	NOUN
cblr-5118	355	14	,	,	PUNCT
cblr-5118	355	15	rather	rather	ADV
cblr-5118	355	16	than	than	ADP
cblr-5118	355	17	a	a	DET
cblr-5118	355	18	replacement	replacement	NOUN
cblr-5118	355	19	,	,	PUNCT
cblr-5118	355	20	for	for	ADP
cblr-5118	355	21	the	the	DET
cblr-5118	355	22	board	board	NOUN
cblr-5118	355	23	.	.	PUNCT
cblr-5118	356	1	frey	frey	PROPN
cblr-5118	356	2	and	and	CCONJ
cblr-5118	356	3	osborne	osborne	PROPN
cblr-5118	356	4	also	also	ADV
cblr-5118	356	5	provide	provide	VERB
cblr-5118	356	6	support	support	NOUN
cblr-5118	356	7	for	for	ADP
cblr-5118	356	8	the	the	DET
cblr-5118	356	9	view	view	NOUN
cblr-5118	356	10	that	that	SCONJ
cblr-5118	356	11	managerial	managerial	ADJ
cblr-5118	356	12	judgment	judgment	NOUN
cblr-5118	356	13	work	work	NOUN
cblr-5118	356	14	is	be	AUX
cblr-5118	356	15	not	not	PART
cblr-5118	356	16	about	about	ADJ
cblr-5118	356	17	to	to	PART
cblr-5118	356	18	be	be	AUX
cblr-5118	356	19	replaced	replace	VERB
cblr-5118	356	20	by	by	ADP
cblr-5118	356	21	machines	machine	NOUN
cblr-5118	356	22	.	.	PUNCT
cblr-5118	357	1	in	in	ADP
cblr-5118	357	2	a	a	DET
cblr-5118	357	3	study	study	NOUN
cblr-5118	357	4	examining	examine	VERB
cblr-5118	357	5	over	over	ADP
cblr-5118	357	6	700	700	NUM
cblr-5118	357	7	occupations	occupation	NOUN
cblr-5118	357	8	and	and	CCONJ
cblr-5118	357	9	their	their	PRON
cblr-5118	357	10	susceptibility	susceptibility	NOUN
cblr-5118	357	11	to	to	ADP
cblr-5118	357	12	computerization,97	computerization,97	NUM
cblr-5118	357	13	frey	frey	PROPN
cblr-5118	357	14	and	and	CCONJ
cblr-5118	357	15	osborne	osborne	PROPN
cblr-5118	357	16	found	find	VERB
cblr-5118	357	17	that	that	SCONJ
cblr-5118	357	18	around	around	ADV
cblr-5118	357	19	forty	forty	NUM
cblr-5118	357	20	-	-	PUNCT
cblr-5118	357	21	seven	seven	NUM
cblr-5118	357	22	percent	percent	NOUN
cblr-5118	357	23	of	of	ADP
cblr-5118	357	24	total	total	ADJ
cblr-5118	357	25	us	us	PROPN
cblr-5118	357	26	employment	employment	NOUN
cblr-5118	357	27	is	be	AUX
cblr-5118	357	28	in	in	ADP
cblr-5118	357	29	the	the	DET
cblr-5118	357	30	high	high	ADJ
cblr-5118	357	31	-	-	PUNCT
cblr-5118	357	32	risk	risk	NOUN
cblr-5118	357	33	category	category	NOUN
cblr-5118	357	34	and	and	CCONJ
cblr-5118	357	35	“	"	PUNCT
cblr-5118	357	36	could	could	AUX
cblr-5118	357	37	be	be	AUX
cblr-5118	357	38	automated	automate	VERB
cblr-5118	357	39	relatively	relatively	ADV
cblr-5118	357	40	soon	soon	ADV
cblr-5118	357	41	,	,	PUNCT
cblr-5118	357	42	perhaps	perhaps	ADV
cblr-5118	357	43	over	over	ADP
cblr-5118	357	44	the	the	DET
cblr-5118	357	45	next	next	ADJ
cblr-5118	357	46	decade	decade	NOUN
cblr-5118	357	47	or	or	CCONJ
cblr-5118	357	48	two	two	NUM
cblr-5118	357	49	.	.	PUNCT
cblr-5118	358	1	”98	”98	PUNCT
cblr-5118	359	1	the	the	DET
cblr-5118	359	2	study	study	NOUN
cblr-5118	359	3	suggests	suggest	VERB
cblr-5118	359	4	that	that	SCONJ
cblr-5118	359	5	generalist	generalist	ADJ
cblr-5118	359	6	occupations	occupation	NOUN
cblr-5118	359	7	requiring	require	VERB
cblr-5118	359	8	knowledge	knowledge	NOUN
cblr-5118	359	9	of	of	ADP
cblr-5118	359	10	human	human	ADJ
cblr-5118	359	11	heuristics	heuristic	NOUN
cblr-5118	359	12	and	and	CCONJ
cblr-5118	359	13	specialist	specialist	NOUN
cblr-5118	359	14	occupations	occupation	NOUN
cblr-5118	359	15	involving	involve	VERB
cblr-5118	359	16	the	the	DET
cblr-5118	359	17	development	development	NOUN
cblr-5118	359	18	of	of	ADP
cblr-5118	359	19	novel	novel	ADJ
cblr-5118	359	20	ideas	idea	NOUN
cblr-5118	359	21	and	and	CCONJ
cblr-5118	359	22	artifacts	artifact	NOUN
cblr-5118	359	23	are	be	AUX
cblr-5118	359	24	the	the	DET
cblr-5118	359	25	least	least	ADJ
cblr-5118	359	26	susceptible	susceptible	ADJ
cblr-5118	359	27	to	to	PART
cblr-5118	359	28	computerization.99	computerization.99	VERB
cblr-5118	359	29	specifically	specifically	ADV
cblr-5118	359	30	with	with	ADP
cblr-5118	359	31	regard	regard	NOUN
cblr-5118	359	32	to	to	ADP
cblr-5118	359	33	managers	manager	NOUN
cblr-5118	359	34	,	,	PUNCT
cblr-5118	359	35	frey	frey	PROPN
cblr-5118	359	36	and	and	CCONJ
cblr-5118	359	37	osborne	osborne	PROPN
cblr-5118	359	38	noted	note	VERB
cblr-5118	359	39	that	that	SCONJ
cblr-5118	359	40	chief	chief	ADJ
cblr-5118	359	41	executives	executive	NOUN
cblr-5118	359	42	represent	represent	VERB
cblr-5118	359	43	“	"	PUNCT
cblr-5118	359	44	a	a	DET
cblr-5118	359	45	prototypical	prototypical	ADJ
cblr-5118	359	46	example	example	NOUN
cblr-5118	359	47	of	of	ADP
cblr-5118	359	48	generalist	generalist	ADJ
cblr-5118	359	49	work	work	NOUN
cblr-5118	359	50	requiring	require	VERB
cblr-5118	359	51	a	a	DET
cblr-5118	359	52	high	high	ADJ
cblr-5118	359	53	degree	degree	NOUN
cblr-5118	359	54	of	of	ADP
cblr-5118	359	55	social	social	ADJ
cblr-5118	359	56	intelligence	intelligence	NOUN
cblr-5118	359	57	,	,	PUNCT
cblr-5118	359	58	”	"	PUNCT
cblr-5118	359	59	as	as	SCONJ
cblr-5118	359	60	evidenced	evidence	VERB
cblr-5118	359	61	by	by	ADP
cblr-5118	359	62	tasks	task	NOUN
cblr-5118	359	63	such	such	ADJ
cblr-5118	359	64	as	as	ADP
cblr-5118	359	65	“	"	PUNCT
cblr-5118	359	66	conferring	confer	VERB
cblr-5118	359	67	with	with	ADP
cblr-5118	359	68	board	board	NOUN
cblr-5118	359	69	members	member	NOUN
cblr-5118	359	70	,	,	PUNCT
cblr-5118	359	71	organization	organization	NOUN
cblr-5118	359	72	officials	official	NOUN
cblr-5118	359	73	,	,	PUNCT
cblr-5118	359	74	or	or	CCONJ
cblr-5118	359	75	staff	staff	NOUN
cblr-5118	359	76	members	member	NOUN
cblr-5118	359	77	to	to	PART
cblr-5118	359	78	discuss	discuss	VERB
cblr-5118	359	79	issues	issue	NOUN
cblr-5118	359	80	,	,	PUNCT
cblr-5118	359	81	coordinate	coordinate	NOUN
cblr-5118	359	82	activities	activity	NOUN
cblr-5118	359	83	,	,	PUNCT
cblr-5118	359	84	or	or	CCONJ
cblr-5118	359	85	resolve	resolve	VERB
cblr-5118	359	86	problems	problem	NOUN
cblr-5118	359	87	”	"	PUNCT
cblr-5118	359	88	and	and	CCONJ
cblr-5118	359	89	“	"	PUNCT
cblr-5118	359	90	negotiating	negotiate	VERB
cblr-5118	359	91	or	or	CCONJ
cblr-5118	359	92	approving	approve	VERB
cblr-5118	359	93	contracts	contract	NOUN
cblr-5118	359	94	or	or	CCONJ
cblr-5118	359	95	agreements	agreement	NOUN
cblr-5118	359	96	.	.	PUNCT
cblr-5118	360	1	”100	”100	PROPN
cblr-5118	360	2	frey	frey	PROPN
cblr-5118	360	3	and	and	CCONJ
cblr-5118	360	4	osborne	osborne	PROPN
cblr-5118	360	5	thus	thus	ADV
cblr-5118	360	6	predict	predict	VERB
cblr-5118	360	7	“	"	PUNCT
cblr-5118	360	8	that	that	SCONJ
cblr-5118	360	9	most	most	ADJ
cblr-5118	360	10	management	management	NOUN
cblr-5118	360	11	,	,	PUNCT
cblr-5118	360	12	business	business	NOUN
cblr-5118	360	13	,	,	PUNCT
cblr-5118	360	14	and	and	CCONJ
cblr-5118	360	15	finance	finance	NOUN
cblr-5118	360	16	occupations	occupation	NOUN
cblr-5118	360	17	,	,	PUNCT
cblr-5118	360	18	which	which	PRON
cblr-5118	360	19	are	be	AUX
cblr-5118	360	20	intensive	intensive	ADJ
cblr-5118	360	21	in	in	ADP
cblr-5118	360	22	generalist	generalist	ADJ
cblr-5118	360	23	tasks	task	NOUN
cblr-5118	360	24	requiring	require	VERB
cblr-5118	360	25	social	social	ADJ
cblr-5118	360	26	intelligence	intelligence	NOUN
cblr-5118	360	27	”	"	PUNCT
cblr-5118	360	28	are	be	AUX
cblr-5118	360	29	at	at	ADP
cblr-5118	360	30	a	a	DET
cblr-5118	360	31	low	low	ADJ
cblr-5118	360	32	risk	risk	NOUN
cblr-5118	360	33	of	of	ADP
cblr-5118	360	34	being	be	AUX
cblr-5118	360	35	automated.101	automated.101	PROPN
cblr-5118	360	36	however	however	ADV
cblr-5118	360	37	,	,	PUNCT
cblr-5118	360	38	it	it	PRON
cblr-5118	360	39	is	be	AUX
cblr-5118	360	40	notable	notable	ADJ
cblr-5118	360	41	that	that	SCONJ
cblr-5118	360	42	frey	frey	PROPN
cblr-5118	360	43	and	and	CCONJ
cblr-5118	360	44	osborne	osborne	PROPN
cblr-5118	360	45	’s	’s	PART
cblr-5118	360	46	contemplated	contemplated	ADJ
cblr-5118	360	47	timeline	timeline	NOUN
cblr-5118	360	48	is	be	AUX
cblr-5118	360	49	relatively	relatively	ADV
cblr-5118	360	50	short	short	ADJ
cblr-5118	360	51	.	.	PUNCT
cblr-5118	361	1	they	they	PRON
cblr-5118	361	2	note	note	VERB
cblr-5118	361	3	that	that	SCONJ
cblr-5118	361	4	“	"	PUNCT
cblr-5118	361	5	occupations	occupation	NOUN
cblr-5118	361	6	that	that	PRON
cblr-5118	361	7	involve	involve	VERB
cblr-5118	361	8	complex	complex	ADJ
cblr-5118	361	9	perception	perception	NOUN
cblr-5118	361	10	and	and	CCONJ
cblr-5118	361	11	manipulation	manipulation	NOUN
cblr-5118	361	12	tasks	task	NOUN
cblr-5118	361	13	,	,	PUNCT
cblr-5118	361	14	creative	creative	ADJ
cblr-5118	361	15	intelligence	intelligence	NOUN
cblr-5118	361	16	tasks	task	NOUN
cblr-5118	361	17	,	,	PUNCT
cblr-5118	361	18	and	and	CCONJ
cblr-5118	361	19	social	social	ADJ
cblr-5118	361	20	intelligence	intelligence	NOUN
cblr-5118	361	21	tasks	task	NOUN
cblr-5118	361	22	are	be	AUX
cblr-5118	361	23	unlikely	unlikely	ADJ
cblr-5118	361	24	to	to	PART
cblr-5118	361	25	be	be	AUX
cblr-5118	361	26	substituted	substitute	VERB
cblr-5118	361	27	by	by	ADP
cblr-5118	361	28	computer	computer	NOUN
cblr-5118	361	29	96	96	NUM
cblr-5118	362	1	i	i	PRON
cblr-5118	362	2	d.	d.	PROPN
cblr-5118	362	3	97	97	NUM
cblr-5118	362	4	see	see	VERB
cblr-5118	362	5	carl	carl	PROPN
cblr-5118	362	6	benedikt	benedikt	PROPN
cblr-5118	362	7	frey	frey	PROPN
cblr-5118	362	8	&	&	CCONJ
cblr-5118	362	9	michael	michael	PROPN
cblr-5118	362	10	a.	a.	PROPN
cblr-5118	362	11	osborne	osborne	PROPN
cblr-5118	362	12	,	,	PUNCT
cblr-5118	362	13	the	the	DET
cblr-5118	362	14	future	future	NOUN
cblr-5118	362	15	of	of	ADP
cblr-5118	362	16	employment	employment	NOUN
cblr-5118	362	17	:	:	PUNCT
cblr-5118	362	18	how	how	SCONJ
cblr-5118	362	19	susceptible	susceptible	ADJ
cblr-5118	362	20	are	be	AUX
cblr-5118	362	21	jobs	job	NOUN
cblr-5118	362	22	to	to	ADP
cblr-5118	362	23	computerisation	computerisation	NOUN
cblr-5118	362	24	?	?	PUNCT
cblr-5118	362	25	,	,	PUNCT
cblr-5118	362	26	114	114	NUM
cblr-5118	362	27	technological	technological	ADJ
cblr-5118	362	28	forecasting	forecasting	NOUN
cblr-5118	362	29	&	&	CCONJ
cblr-5118	362	30	soc	soc	PROPN
cblr-5118	362	31	.	.	PUNCT
cblr-5118	363	1	change	change	VERB
cblr-5118	363	2	254	254	NUM
cblr-5118	363	3	,	,	PUNCT
cblr-5118	363	4	254	254	NUM
cblr-5118	363	5	(	(	PUNCT
cblr-5118	363	6	2017	2017	NUM
cblr-5118	363	7	)	)	PUNCT
cblr-5118	363	8	.	.	PUNCT
cblr-5118	364	1	98	98	NUM
cblr-5118	365	1	i	i	PRON
cblr-5118	365	2	d.	d.	PROPN
cblr-5118	365	3	at	at	ADP
cblr-5118	365	4	268	268	NUM
cblr-5118	365	5	.	.	PUNCT
cblr-5118	366	1	99	99	NUM
cblr-5118	367	1	i	i	PRON
cblr-5118	367	2	d.	d.	PROPN
cblr-5118	367	3	at	at	ADP
cblr-5118	367	4	266	266	NUM
cblr-5118	367	5	.	.	PUNCT
cblr-5118	367	6	100	100	NUM
cblr-5118	368	1	i	i	NOUN
cblr-5118	368	2	d.	d.	PROPN
cblr-5118	368	3	101	101	NUM
cblr-5118	369	1	i	i	PRON
cblr-5118	369	2	d.	d.	PROPN
cblr-5118	369	3	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	369	4	(	(	PUNCT
cblr-5118	369	5	do	do	AUX
cblr-5118	369	6	not	not	PART
cblr-5118	369	7	delte	delte	VERB
cblr-5118	369	8	)	)	PUNCT
cblr-5118	369	9	1/8/2020	1/8/2020	NUM
cblr-5118	369	10	4:46	4:46	NUM
cblr-5118	369	11	pm	pm	NOUN
cblr-5118	369	12	990	990	NUM
cblr-5118	369	13	columbia	columbia	PROPN
cblr-5118	369	14	business	business	NOUN
cblr-5118	369	15	law	law	PROPN
cblr-5118	369	16	review	review	NOUN
cblr-5118	370	1	[	[	X
cblr-5118	370	2	vol	vol	NOUN
cblr-5118	370	3	.	.	NOUN
cblr-5118	370	4	2019	2019	NUM
cblr-5118	370	5	capital	capital	NOUN
cblr-5118	370	6	over	over	ADP
cblr-5118	370	7	the	the	DET
cblr-5118	370	8	next	next	ADJ
cblr-5118	370	9	decade	decade	NOUN
cblr-5118	370	10	or	or	CCONJ
cblr-5118	370	11	two	two	NUM
cblr-5118	370	12	.	.	PUNCT
cblr-5118	370	13	”102	”102	PROPN
cblr-5118	371	1	this	this	PRON
cblr-5118	371	2	suggests	suggest	VERB
cblr-5118	371	3	that	that	SCONJ
cblr-5118	371	4	beyond	beyond	ADP
cblr-5118	371	5	this	this	DET
cblr-5118	371	6	timeframe	timeframe	NOUN
cblr-5118	371	7	their	their	PRON
cblr-5118	371	8	study	study	NOUN
cblr-5118	371	9	does	do	AUX
cblr-5118	371	10	not	not	PART
cblr-5118	371	11	exclude	exclude	VERB
cblr-5118	371	12	the	the	DET
cblr-5118	371	13	possibility	possibility	NOUN
cblr-5118	371	14	of	of	ADP
cblr-5118	371	15	such	such	ADJ
cblr-5118	371	16	jobs	job	NOUN
cblr-5118	371	17	,	,	PUNCT
cblr-5118	371	18	including	include	VERB
cblr-5118	371	19	management	management	NOUN
cblr-5118	371	20	roles	role	NOUN
cblr-5118	371	21	,	,	PUNCT
cblr-5118	371	22	becoming	becoming	AUX
cblr-5118	371	23	automated	automate	VERB
cblr-5118	371	24	as	as	ADV
cblr-5118	371	25	well	well	ADV
cblr-5118	371	26	.	.	PUNCT
cblr-5118	372	1	a	a	DET
cblr-5118	372	2	contrast	contrast	NOUN
cblr-5118	372	3	to	to	ADP
cblr-5118	372	4	the	the	DET
cblr-5118	372	5	view	view	NOUN
cblr-5118	372	6	that	that	SCONJ
cblr-5118	372	7	human	human	ADJ
cblr-5118	372	8	judgment	judgment	NOUN
cblr-5118	372	9	,	,	PUNCT
cblr-5118	372	10	including	include	VERB
cblr-5118	372	11	emotional	emotional	ADJ
cblr-5118	372	12	intelligence	intelligence	NOUN
cblr-5118	372	13	,	,	PUNCT
cblr-5118	372	14	is	be	AUX
cblr-5118	372	15	at	at	ADP
cblr-5118	372	16	its	its	PRON
cblr-5118	372	17	core	core	NOUN
cblr-5118	372	18	irreplaceable	irreplaceable	NOUN
cblr-5118	372	19	—	—	PUNCT
cblr-5118	372	20	leading	lead	VERB
cblr-5118	372	21	to	to	ADP
cblr-5118	372	22	a	a	DET
cblr-5118	372	23	future	future	NOUN
cblr-5118	372	24	where	where	SCONJ
cblr-5118	372	25	ai	ai	VERB
cblr-5118	372	26	and	and	CCONJ
cblr-5118	372	27	human	human	ADJ
cblr-5118	372	28	managers	manager	NOUN
cblr-5118	372	29	would	would	AUX
cblr-5118	372	30	work	work	VERB
cblr-5118	372	31	together	together	ADV
cblr-5118	372	32	—	—	PUNCT
cblr-5118	372	33	is	be	AUX
cblr-5118	372	34	the	the	DET
cblr-5118	372	35	vision	vision	NOUN
cblr-5118	372	36	of	of	ADP
cblr-5118	372	37	ai	ai	PROPN
cblr-5118	372	38	’s	’s	PART
cblr-5118	372	39	complete	complete	ADJ
cblr-5118	372	40	replacement	replacement	NOUN
cblr-5118	372	41	of	of	ADP
cblr-5118	372	42	management	management	NOUN
cblr-5118	372	43	.	.	PUNCT
cblr-5118	373	1	the	the	DET
cblr-5118	373	2	accenture	accenture	PROPN
cblr-5118	373	3	study	study	NOUN
cblr-5118	373	4	notes	note	VERB
cblr-5118	373	5	that	that	SCONJ
cblr-5118	373	6	some	some	DET
cblr-5118	373	7	managers	manager	NOUN
cblr-5118	373	8	are	be	AUX
cblr-5118	373	9	already	already	ADV
cblr-5118	373	10	questioning	question	VERB
cblr-5118	373	11	“	"	PUNCT
cblr-5118	373	12	whether	whether	SCONJ
cblr-5118	373	13	the	the	DET
cblr-5118	373	14	manager	manager	NOUN
cblr-5118	373	15	role	role	NOUN
cblr-5118	373	16	as	as	SCONJ
cblr-5118	373	17	we	we	PRON
cblr-5118	373	18	know	know	VERB
cblr-5118	373	19	it	it	PRON
cblr-5118	373	20	will	will	AUX
cblr-5118	373	21	survive	survive	VERB
cblr-5118	373	22	,	,	PUNCT
cblr-5118	373	23	”	"	PUNCT
cblr-5118	373	24	with	with	ADP
cblr-5118	373	25	a	a	DET
cblr-5118	373	26	large	large	ADJ
cblr-5118	373	27	uk	uk	PROPN
cblr-5118	373	28	financial	financial	ADJ
cblr-5118	373	29	institution	institution	NOUN
cblr-5118	373	30	’s	’s	PART
cblr-5118	373	31	chief	chief	ADJ
cblr-5118	373	32	information	information	NOUN
cblr-5118	373	33	officer	officer	NOUN
cblr-5118	373	34	recently	recently	ADV
cblr-5118	373	35	opining	opine	VERB
cblr-5118	373	36	that	that	SCONJ
cblr-5118	373	37	advances	advance	NOUN
cblr-5118	373	38	in	in	ADP
cblr-5118	373	39	technology	technology	NOUN
cblr-5118	373	40	may	may	AUX
cblr-5118	373	41	lead	lead	VERB
cblr-5118	373	42	to	to	ADP
cblr-5118	373	43	a	a	DET
cblr-5118	373	44	world	world	NOUN
cblr-5118	373	45	where	where	SCONJ
cblr-5118	373	46	“	"	PUNCT
cblr-5118	373	47	we	we	PRON
cblr-5118	373	48	may	may	AUX
cblr-5118	373	49	not	not	PART
cblr-5118	373	50	need	need	VERB
cblr-5118	373	51	managers	manager	NOUN
cblr-5118	373	52	.	.	PUNCT
cblr-5118	373	53	”103	”103	PUNCT
cblr-5118	373	54	similarly	similarly	ADV
cblr-5118	373	55	,	,	PUNCT
cblr-5118	373	56	in	in	ADP
cblr-5118	373	57	a	a	DET
cblr-5118	373	58	chapter	chapter	NOUN
cblr-5118	373	59	on	on	ADP
cblr-5118	373	60	the	the	DET
cblr-5118	373	61	rise	rise	NOUN
cblr-5118	373	62	of	of	ADP
cblr-5118	373	63	“	"	PUNCT
cblr-5118	373	64	robodirectors	robodirector	NOUN
cblr-5118	373	65	”	"	PUNCT
cblr-5118	373	66	and	and	CCONJ
cblr-5118	373	67	their	their	PRON
cblr-5118	373	68	corporate	corporate	ADJ
cblr-5118	373	69	law	law	NOUN
cblr-5118	373	70	implications	implication	NOUN
cblr-5118	373	71	,	,	PUNCT
cblr-5118	373	72	one	one	NUM
cblr-5118	373	73	academic	academic	NOUN
cblr-5118	373	74	opined	opine	VERB
cblr-5118	373	75	that	that	SCONJ
cblr-5118	373	76	“	"	PUNCT
cblr-5118	373	77	technology	technology	NOUN
cblr-5118	373	78	will	will	AUX
cblr-5118	373	79	probably	probably	ADV
cblr-5118	373	80	soon	soon	ADV
cblr-5118	373	81	offer	offer	VERB
cblr-5118	373	82	the	the	DET
cblr-5118	373	83	possibility	possibility	NOUN
cblr-5118	373	84	of	of	ADP
cblr-5118	373	85	artificial	artificial	ADJ
cblr-5118	373	86	intelligence	intelligence	NOUN
cblr-5118	373	87	not	not	PART
cblr-5118	373	88	only	only	ADV
cblr-5118	373	89	supporting	support	VERB
cblr-5118	373	90	directors	director	NOUN
cblr-5118	373	91	,	,	PUNCT
cblr-5118	373	92	but	but	CCONJ
cblr-5118	373	93	even	even	ADV
cblr-5118	373	94	replacing	replace	VERB
cblr-5118	373	95	them	they	PRON
cblr-5118	373	96	.	.	PUNCT
cblr-5118	374	1	”104	”104	PROPN
cblr-5118	374	2	relevant	relevant	ADJ
cblr-5118	374	3	work	work	NOUN
cblr-5118	374	4	to	to	ADP
cblr-5118	374	5	our	our	PRON
cblr-5118	374	6	question	question	NOUN
cblr-5118	374	7	of	of	ADP
cblr-5118	374	8	ai	ai	PROPN
cblr-5118	374	9	’s	’s	PART
cblr-5118	374	10	potential	potential	ADJ
cblr-5118	374	11	future	future	ADJ
cblr-5118	374	12	role	role	NOUN
cblr-5118	374	13	in	in	ADP
cblr-5118	374	14	corporate	corporate	ADJ
cblr-5118	374	15	management	management	NOUN
cblr-5118	374	16	has	have	AUX
cblr-5118	374	17	also	also	ADV
cblr-5118	374	18	been	be	AUX
cblr-5118	374	19	produced	produce	VERB
cblr-5118	374	20	by	by	ADP
cblr-5118	374	21	authors	author	NOUN
cblr-5118	374	22	that	that	PRON
cblr-5118	374	23	specialize	specialize	VERB
cblr-5118	374	24	more	more	ADV
cblr-5118	374	25	generally	generally	ADV
cblr-5118	374	26	in	in	ADP
cblr-5118	374	27	predictions	prediction	NOUN
cblr-5118	374	28	about	about	ADP
cblr-5118	374	29	the	the	DET
cblr-5118	374	30	future	future	NOUN
cblr-5118	374	31	of	of	ADP
cblr-5118	374	32	humanity.105	humanity.105	NOUN
cblr-5118	374	33	some	some	PRON
cblr-5118	374	34	of	of	ADP
cblr-5118	374	35	these	these	DET
cblr-5118	374	36	authors	author	NOUN
cblr-5118	374	37	challenge	challenge	VERB
cblr-5118	374	38	the	the	DET
cblr-5118	374	39	idea	idea	NOUN
cblr-5118	374	40	that	that	SCONJ
cblr-5118	374	41	there	there	PRON
cblr-5118	374	42	are	be	VERB
cblr-5118	374	43	certain	certain	ADJ
cblr-5118	374	44	areas	area	NOUN
cblr-5118	374	45	or	or	CCONJ
cblr-5118	374	46	tasks	task	NOUN
cblr-5118	374	47	at	at	ADP
cblr-5118	374	48	which	which	PRON
cblr-5118	374	49	humans	human	NOUN
cblr-5118	374	50	will	will	AUX
cblr-5118	374	51	always	always	ADV
cblr-5118	374	52	outperform	outperform	VERB
cblr-5118	374	53	machines	machine	NOUN
cblr-5118	374	54	.	.	PUNCT
cblr-5118	375	1	in	in	ADP
cblr-5118	375	2	particular	particular	ADJ
cblr-5118	375	3	,	,	PUNCT
cblr-5118	375	4	several	several	ADJ
cblr-5118	375	5	commentators	commentator	NOUN
cblr-5118	375	6	believe	believe	VERB
cblr-5118	375	7	that	that	SCONJ
cblr-5118	375	8	machines	machine	NOUN
cblr-5118	375	9	can	can	AUX
cblr-5118	375	10	be	be	AUX
cblr-5118	375	11	better	well	ADJ
cblr-5118	375	12	than	than	ADP
cblr-5118	375	13	humans	human	NOUN
cblr-5118	375	14	(	(	PUNCT
cblr-5118	375	15	or	or	CCONJ
cblr-5118	375	16	in	in	ADP
cblr-5118	375	17	some	some	DET
cblr-5118	375	18	instances	instance	NOUN
cblr-5118	375	19	already	already	ADV
cblr-5118	375	20	are	be	AUX
cblr-5118	375	21	better	well	ADJ
cblr-5118	375	22	)	)	PUNCT
cblr-5118	375	23	when	when	SCONJ
cblr-5118	375	24	it	it	PRON
cblr-5118	375	25	comes	come	VERB
cblr-5118	375	26	to	to	ADP
cblr-5118	375	27	judgment	judgment	NOUN
cblr-5118	375	28	work	work	NOUN
cblr-5118	375	29	.	.	PUNCT
cblr-5118	376	1	102	102	NUM
cblr-5118	377	1	i	i	PRON
cblr-5118	377	2	d.	d.	PROPN
cblr-5118	377	3	at	at	ADP
cblr-5118	377	4	262	262	NUM
cblr-5118	377	5	(	(	PUNCT
cblr-5118	377	6	emphasis	emphasis	NOUN
cblr-5118	377	7	added	add	VERB
cblr-5118	377	8	)	)	PUNCT
cblr-5118	377	9	.	.	PUNCT
cblr-5118	378	1	they	they	PRON
cblr-5118	378	2	note	note	VERB
cblr-5118	378	3	that	that	SCONJ
cblr-5118	378	4	it	it	PRON
cblr-5118	378	5	is	be	AUX
cblr-5118	378	6	in	in	ADP
cblr-5118	378	7	principle	principle	NOUN
cblr-5118	378	8	also	also	ADV
cblr-5118	378	9	possible	possible	ADJ
cblr-5118	378	10	to	to	PART
cblr-5118	378	11	automate	automate	VERB
cblr-5118	378	12	creative	creative	ADJ
cblr-5118	378	13	tasks	task	NOUN
cblr-5118	378	14	,	,	PUNCT
cblr-5118	378	15	especially	especially	ADV
cblr-5118	378	16	outside	outside	ADV
cblr-5118	378	17	of	of	ADP
cblr-5118	378	18	the	the	DET
cblr-5118	378	19	artisticcreative	artisticcreative	ADJ
cblr-5118	378	20	sector	sector	NOUN
cblr-5118	378	21	but	but	CCONJ
cblr-5118	378	22	rather	rather	ADV
cblr-5118	378	23	in	in	ADP
cblr-5118	378	24	,	,	PUNCT
cblr-5118	378	25	for	for	ADP
cblr-5118	378	26	example	example	NOUN
cblr-5118	378	27	,	,	PUNCT
cblr-5118	378	28	designing	design	VERB
cblr-5118	378	29	statistical	statistical	ADJ
cblr-5118	378	30	data	datum	NOUN
cblr-5118	378	31	models	model	NOUN
cblr-5118	378	32	.	.	PUNCT
cblr-5118	379	1	see	see	VERB
cblr-5118	379	2	i	i	PRON
cblr-5118	379	3	d.	d.	PROPN
cblr-5118	379	4	;	;	PUNCT
cblr-5118	379	5	see	see	VERB
cblr-5118	379	6	also	also	ADV
cblr-5118	379	7	wadhwa	wadhwa	PROPN
cblr-5118	379	8	&	&	CCONJ
cblr-5118	379	9	salkever	salkever	PROPN
cblr-5118	379	10	,	,	PUNCT
cblr-5118	379	11	supra	supra	PROPN
cblr-5118	379	12	note	note	NOUN
cblr-5118	379	13	54	54	NUM
cblr-5118	379	14	,	,	PUNCT
cblr-5118	379	15	at	at	ADP
cblr-5118	379	16	38–39	38–39	NUM
cblr-5118	379	17	(	(	PUNCT
cblr-5118	379	18	describing	describe	VERB
cblr-5118	379	19	creative	creative	ADJ
cblr-5118	379	20	capabilities	capability	NOUN
cblr-5118	379	21	of	of	ADP
cblr-5118	379	22	ai	ai	NOUN
cblr-5118	379	23	in	in	ADP
cblr-5118	379	24	the	the	DET
cblr-5118	379	25	areas	area	NOUN
cblr-5118	379	26	of	of	ADP
cblr-5118	379	27	writing	writing	NOUN
cblr-5118	379	28	,	,	PUNCT
cblr-5118	379	29	music	music	NOUN
cblr-5118	379	30	,	,	PUNCT
cblr-5118	379	31	poetry	poetry	NOUN
cblr-5118	379	32	,	,	PUNCT
cblr-5118	379	33	and	and	CCONJ
cblr-5118	379	34	art	art	NOUN
cblr-5118	379	35	)	)	PUNCT
cblr-5118	379	36	.	.	PUNCT
cblr-5118	380	1	103	103	NUM
cblr-5118	380	2	kolbjørnsrud	kolbjørnsrud	NOUN
cblr-5118	380	3	et	et	PROPN
cblr-5118	380	4	al	al	PROPN
cblr-5118	380	5	.	.	PROPN
cblr-5118	380	6	,	,	PUNCT
cblr-5118	380	7	supra	supra	PROPN
cblr-5118	380	8	note	note	PROPN
cblr-5118	380	9	49	49	NUM
cblr-5118	380	10	,	,	PUNCT
cblr-5118	380	11	at	at	ADP
cblr-5118	380	12	4	4	NUM
cblr-5118	380	13	.	.	NOUN
cblr-5118	380	14	104	104	NUM
cblr-5118	380	15	florian	florian	PROPN
cblr-5118	380	16	möslein	möslein	PROPN
cblr-5118	380	17	,	,	PUNCT
cblr-5118	380	18	robots	robot	NOUN
cblr-5118	380	19	in	in	ADP
cblr-5118	380	20	the	the	DET
cblr-5118	380	21	boardroom	boardroom	NOUN
cblr-5118	380	22	:	:	PUNCT
cblr-5118	380	23	artificial	artificial	ADJ
cblr-5118	380	24	intelligence	intelligence	NOUN
cblr-5118	380	25	and	and	CCONJ
cblr-5118	380	26	corporate	corporate	ADJ
cblr-5118	380	27	law	law	NOUN
cblr-5118	380	28	,	,	PUNCT
cblr-5118	380	29	in	in	ADP
cblr-5118	380	30	research	research	NOUN
cblr-5118	380	31	handbook	handbook	NOUN
cblr-5118	380	32	on	on	ADP
cblr-5118	380	33	the	the	DET
cblr-5118	380	34	law	law	NOUN
cblr-5118	380	35	of	of	ADP
cblr-5118	380	36	artificial	artificial	ADJ
cblr-5118	380	37	intelligence	intelligence	NOUN
cblr-5118	380	38	649	649	NUM
cblr-5118	380	39	(	(	PUNCT
cblr-5118	380	40	woodrow	woodrow	PROPN
cblr-5118	380	41	barfield	barfield	PROPN
cblr-5118	380	42	&	&	CCONJ
cblr-5118	380	43	ugo	ugo	PROPN
cblr-5118	380	44	pagallo	pagallo	PROPN
cblr-5118	380	45	eds	ed	NOUN
cblr-5118	380	46	.	.	PROPN
cblr-5118	380	47	,	,	PUNCT
cblr-5118	380	48	2018	2018	NUM
cblr-5118	380	49	)	)	PUNCT
cblr-5118	380	50	.	.	PUNCT
cblr-5118	381	1	105	105	NUM
cblr-5118	381	2	for	for	ADP
cblr-5118	381	3	an	an	DET
cblr-5118	381	4	overview	overview	NOUN
cblr-5118	381	5	of	of	ADP
cblr-5118	381	6	various	various	ADJ
cblr-5118	381	7	high	high	ADJ
cblr-5118	381	8	-	-	PUNCT
cblr-5118	381	9	profile	profile	NOUN
cblr-5118	381	10	thinkers	thinker	NOUN
cblr-5118	381	11	’	'	PUNCT
cblr-5118	381	12	stance	stance	NOUN
cblr-5118	381	13	on	on	ADP
cblr-5118	381	14	the	the	DET
cblr-5118	381	15	future	future	NOUN
cblr-5118	381	16	of	of	ADP
cblr-5118	381	17	ai	ai	PROPN
cblr-5118	381	18	in	in	ADP
cblr-5118	381	19	general	general	ADJ
cblr-5118	381	20	(	(	PUNCT
cblr-5118	381	21	beyond	beyond	ADP
cblr-5118	381	22	management	management	NOUN
cblr-5118	381	23	and	and	CCONJ
cblr-5118	381	24	judgment	judgment	NOUN
cblr-5118	381	25	work	work	NOUN
cblr-5118	381	26	)	)	PUNCT
cblr-5118	381	27	,	,	PUNCT
cblr-5118	381	28	see	see	VERB
cblr-5118	381	29	spyros	spyros	PROPN
cblr-5118	381	30	makridakis	makridakis	PROPN
cblr-5118	381	31	,	,	PUNCT
cblr-5118	381	32	the	the	DET
cblr-5118	381	33	forthcoming	forthcoming	ADJ
cblr-5118	381	34	artificial	artificial	ADJ
cblr-5118	381	35	intelligence	intelligence	NOUN
cblr-5118	381	36	(	(	PUNCT
cblr-5118	381	37	ai	ai	NOUN
cblr-5118	381	38	)	)	PUNCT
cblr-5118	381	39	revolution	revolution	NOUN
cblr-5118	381	40	:	:	PUNCT
cblr-5118	381	41	its	its	PRON
cblr-5118	381	42	impact	impact	NOUN
cblr-5118	381	43	on	on	ADP
cblr-5118	381	44	society	society	NOUN
cblr-5118	381	45	and	and	CCONJ
cblr-5118	381	46	firms	firm	NOUN
cblr-5118	381	47	,	,	PUNCT
cblr-5118	381	48	90	90	NUM
cblr-5118	381	49	futures	future	NOUN
cblr-5118	381	50	46	46	NUM
cblr-5118	381	51	,	,	PUNCT
cblr-5118	381	52	50–53	50–53	NUM
cblr-5118	381	53	(	(	PUNCT
cblr-5118	381	54	2017	2017	NUM
cblr-5118	381	55	)	)	PUNCT
cblr-5118	381	56	(	(	PUNCT
cblr-5118	381	57	distinguishing	distinguish	VERB
cblr-5118	381	58	between	between	ADP
cblr-5118	381	59	optimists	optimist	NOUN
cblr-5118	381	60	,	,	PUNCT
cblr-5118	381	61	pessimists	pessimist	NOUN
cblr-5118	381	62	,	,	PUNCT
cblr-5118	381	63	pragmatists	pragmatist	NOUN
cblr-5118	381	64	,	,	PUNCT
cblr-5118	381	65	and	and	CCONJ
cblr-5118	381	66	doubters	doubter	NOUN
cblr-5118	381	67	)	)	PUNCT
cblr-5118	381	68	.	.	PUNCT
cblr-5118	382	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	382	2	(	(	PUNCT
cblr-5118	382	3	do	do	AUX
cblr-5118	382	4	not	not	PART
cblr-5118	382	5	delete	delete	VERB
cblr-5118	382	6	)	)	PUNCT
cblr-5118	382	7	1/8/2020	1/8/2020	NUM
cblr-5118	382	8	4:46	4:46	NUM
cblr-5118	382	9	pm	pm	NOUN
cblr-5118	382	10	no	no	INTJ
cblr-5118	382	11	.	.	PUNCT
cblr-5118	383	1	3:965	3:965	NUM
cblr-5118	383	2	]	]	X
cblr-5118	383	3	corporate	corporate	ADJ
cblr-5118	383	4	management	management	NOUN
cblr-5118	383	5	in	in	ADP
cblr-5118	383	6	the	the	DET
cblr-5118	383	7	age	age	NOUN
cblr-5118	383	8	of	of	ADP
cblr-5118	383	9	ai	ai	PROPN
cblr-5118	383	10	991	991	NUM
cblr-5118	383	11	they	they	PRON
cblr-5118	383	12	predict	predict	VERB
cblr-5118	383	13	the	the	DET
cblr-5118	383	14	rise	rise	NOUN
cblr-5118	383	15	of	of	ADP
cblr-5118	383	16	emotionally	emotionally	ADV
cblr-5118	383	17	intelligent	intelligent	ADJ
cblr-5118	383	18	ai	ai	NOUN
cblr-5118	383	19	,	,	PUNCT
cblr-5118	383	20	arguing	argue	VERB
cblr-5118	383	21	that	that	SCONJ
cblr-5118	383	22	emotional	emotional	ADJ
cblr-5118	383	23	intelligence	intelligence	NOUN
cblr-5118	383	24	is	be	AUX
cblr-5118	383	25	a	a	DET
cblr-5118	383	26	function	function	NOUN
cblr-5118	383	27	of	of	ADP
cblr-5118	383	28	“	"	PUNCT
cblr-5118	383	29	biological	biological	ADJ
cblr-5118	383	30	algorithms	algorithm	NOUN
cblr-5118	383	31	”	"	PUNCT
cblr-5118	383	32	that	that	SCONJ
cblr-5118	383	33	machines	machine	NOUN
cblr-5118	383	34	will	will	AUX
cblr-5118	383	35	be	be	AUX
cblr-5118	383	36	able	able	ADJ
cblr-5118	383	37	to	to	PART
cblr-5118	383	38	replicate.106	replicate.106	VERB
cblr-5118	383	39	some	some	DET
cblr-5118	383	40	commentators	commentator	NOUN
cblr-5118	383	41	also	also	ADV
cblr-5118	383	42	expect	expect	VERB
cblr-5118	383	43	the	the	DET
cblr-5118	383	44	emergence	emergence	NOUN
cblr-5118	383	45	of	of	ADP
cblr-5118	383	46	artificial	artificial	ADJ
cblr-5118	383	47	general	general	ADJ
cblr-5118	383	48	intelligence	intelligence	NOUN
cblr-5118	383	49	(	(	PUNCT
cblr-5118	383	50	“	"	PUNCT
cblr-5118	383	51	general	general	ADJ
cblr-5118	383	52	ai	ai	NOUN
cblr-5118	383	53	”	"	PUNCT
cblr-5118	383	54	)	)	PUNCT
cblr-5118	383	55	,	,	PUNCT
cblr-5118	383	56	which	which	PRON
cblr-5118	383	57	will	will	AUX
cblr-5118	383	58	match	match	VERB
cblr-5118	383	59	the	the	DET
cblr-5118	383	60	intelligence	intelligence	NOUN
cblr-5118	383	61	of	of	ADP
cblr-5118	383	62	humans	human	NOUN
cblr-5118	383	63	in	in	ADP
cblr-5118	383	64	all	all	DET
cblr-5118	383	65	areas	area	NOUN
cblr-5118	383	66	,	,	PUNCT
cblr-5118	383	67	or	or	CCONJ
cblr-5118	383	68	even	even	ADV
cblr-5118	383	69	superintelligent	superintelligent	ADJ
cblr-5118	383	70	ai	ai	NOUN
cblr-5118	383	71	,	,	PUNCT
cblr-5118	383	72	which	which	PRON
cblr-5118	383	73	will	will	AUX
cblr-5118	383	74	far	far	ADV
cblr-5118	383	75	exceed	exceed	VERB
cblr-5118	383	76	human	human	ADJ
cblr-5118	383	77	intelligence.107	intelligence.107	PROPN
cblr-5118	383	78	nick	nick	PROPN
cblr-5118	383	79	bostrom	bostrom	PROPN
cblr-5118	383	80	,	,	PUNCT
cblr-5118	383	81	for	for	ADP
cblr-5118	383	82	instance	instance	NOUN
cblr-5118	383	83	,	,	PUNCT
cblr-5118	383	84	writes	write	VERB
cblr-5118	383	85	that	that	SCONJ
cblr-5118	383	86	for	for	ADP
cblr-5118	383	87	advanced	advanced	ADJ
cblr-5118	383	88	forms	form	NOUN
cblr-5118	383	89	of	of	ADP
cblr-5118	383	90	ai	ai	NOUN
cblr-5118	383	91	,	,	PUNCT
cblr-5118	383	92	all	all	DET
cblr-5118	383	93	intellectual	intellectual	ADJ
cblr-5118	383	94	abilities	ability	NOUN
cblr-5118	383	95	will	will	AUX
cblr-5118	383	96	be	be	AUX
cblr-5118	383	97	within	within	ADP
cblr-5118	383	98	a	a	DET
cblr-5118	383	99	system	system	NOUN
cblr-5118	383	100	’s	’s	PART
cblr-5118	383	101	reach	reach	NOUN
cblr-5118	383	102	,	,	PUNCT
cblr-5118	383	103	including	include	VERB
cblr-5118	383	104	cognitive	cognitive	ADJ
cblr-5118	383	105	modules	module	NOUN
cblr-5118	383	106	and	and	CCONJ
cblr-5118	383	107	skills	skill	NOUN
cblr-5118	383	108	such	such	ADJ
cblr-5118	383	109	as	as	ADP
cblr-5118	383	110	“	"	PUNCT
cblr-5118	383	111	empathy	empathy	NOUN
cblr-5118	383	112	,	,	PUNCT
cblr-5118	383	113	political	political	ADJ
cblr-5118	383	114	acumen	acuman	NOUN
cblr-5118	383	115	,	,	PUNCT
cblr-5118	383	116	and	and	CCONJ
cblr-5118	383	117	any	any	DET
cblr-5118	383	118	other	other	ADJ
cblr-5118	383	119	powers	power	NOUN
cblr-5118	383	120	stereotypically	stereotypically	ADV
cblr-5118	383	121	wanting	want	VERB
cblr-5118	383	122	in	in	ADP
cblr-5118	383	123	computer	computer	NOUN
cblr-5118	383	124	-	-	PUNCT
cblr-5118	383	125	like	like	ADJ
cblr-5118	383	126	personalities	personality	NOUN
cblr-5118	383	127	.	.	PUNCT
cblr-5118	383	128	”108	”108	PUNCT
cblr-5118	383	129	indeed	indeed	ADV
cblr-5118	383	130	,	,	PUNCT
cblr-5118	383	131	a	a	DET
cblr-5118	383	132	“	"	PUNCT
cblr-5118	383	133	superintelligent	superintelligent	ADJ
cblr-5118	383	134	”	"	PUNCT
cblr-5118	383	135	machine	machine	NOUN
cblr-5118	383	136	,	,	PUNCT
cblr-5118	383	137	a	a	DET
cblr-5118	383	138	concept	concept	NOUN
cblr-5118	383	139	that	that	SCONJ
cblr-5118	383	140	bostrom	bostrom	PROPN
cblr-5118	383	141	sees	see	VERB
cblr-5118	383	142	as	as	ADP
cblr-5118	383	143	potentially	potentially	ADV
cblr-5118	383	144	emerging	emerge	VERB
cblr-5118	383	145	in	in	ADP
cblr-5118	383	146	the	the	DET
cblr-5118	383	147	future	future	NOUN
cblr-5118	383	148	,	,	PUNCT
cblr-5118	383	149	would	would	AUX
cblr-5118	383	150	not	not	PART
cblr-5118	383	151	only	only	ADV
cblr-5118	383	152	excel	excel	VERB
cblr-5118	383	153	at	at	ADP
cblr-5118	383	154	typical	typical	ADJ
cblr-5118	383	155	computer	computer	NOUN
cblr-5118	383	156	skills	skill	NOUN
cblr-5118	383	157	,	,	PUNCT
cblr-5118	383	158	but	but	CCONJ
cblr-5118	383	159	also	also	ADV
cblr-5118	383	160	at	at	ADP
cblr-5118	383	161	tasks	task	NOUN
cblr-5118	383	162	including	include	VERB
cblr-5118	383	163	strategizing	strategize	VERB
cblr-5118	383	164	(	(	PUNCT
cblr-5118	383	165	strategic	strategic	ADJ
cblr-5118	383	166	planning	planning	NOUN
cblr-5118	383	167	,	,	PUNCT
cblr-5118	383	168	forecasting	forecasting	NOUN
cblr-5118	383	169	,	,	PUNCT
cblr-5118	383	170	prioritizing	prioritizing	NOUN
cblr-5118	383	171	,	,	PUNCT
cblr-5118	383	172	analysis	analysis	NOUN
cblr-5118	383	173	to	to	PART
cblr-5118	383	174	optimize	optimize	VERB
cblr-5118	383	175	the	the	DET
cblr-5118	383	176	chance	chance	NOUN
cblr-5118	383	177	of	of	ADP
cblr-5118	383	178	achieving	achieve	VERB
cblr-5118	383	179	distant	distant	ADJ
cblr-5118	383	180	goals	goal	NOUN
cblr-5118	383	181	)	)	PUNCT
cblr-5118	383	182	,	,	PUNCT
cblr-5118	383	183	social	social	ADJ
cblr-5118	383	184	manipulation	manipulation	NOUN
cblr-5118	383	185	(	(	PUNCT
cblr-5118	383	186	social	social	ADJ
cblr-5118	383	187	and	and	CCONJ
cblr-5118	383	188	psychological	psychological	ADJ
cblr-5118	383	189	modeling	modeling	NOUN
cblr-5118	383	190	,	,	PUNCT
cblr-5118	383	191	manipulation	manipulation	NOUN
cblr-5118	383	192	,	,	PUNCT
cblr-5118	383	193	rhetoric	rhetoric	NOUN
cblr-5118	383	194	persuasion	persuasion	NOUN
cblr-5118	383	195	)	)	PUNCT
cblr-5118	383	196	,	,	PUNCT
cblr-5118	383	197	and	and	CCONJ
cblr-5118	383	198	economic	economic	ADJ
cblr-5118	383	199	activity.109	activity.109	NOUN
cblr-5118	383	200	these	these	DET
cblr-5118	383	201	skills	skill	NOUN
cblr-5118	383	202	are	be	AUX
cblr-5118	383	203	of	of	ADP
cblr-5118	383	204	course	course	NOUN
cblr-5118	383	205	also	also	ADV
cblr-5118	383	206	essential	essential	ADJ
cblr-5118	383	207	for	for	ADP
cblr-5118	383	208	corporate	corporate	ADJ
cblr-5118	383	209	management	management	NOUN
cblr-5118	383	210	and	and	CCONJ
cblr-5118	383	211	,	,	PUNCT
cblr-5118	383	212	if	if	SCONJ
cblr-5118	383	213	replicated	replicate	VERB
cblr-5118	383	214	by	by	ADP
cblr-5118	383	215	machines	machine	NOUN
cblr-5118	383	216	,	,	PUNCT
cblr-5118	383	217	would	would	AUX
cblr-5118	383	218	allow	allow	VERB
cblr-5118	383	219	for	for	ADP
cblr-5118	383	220	the	the	DET
cblr-5118	383	221	creation	creation	NOUN
cblr-5118	383	222	of	of	ADP
cblr-5118	383	223	autonomous	autonomous	ADJ
cblr-5118	383	224	artificial	artificial	ADJ
cblr-5118	383	225	directors	director	NOUN
cblr-5118	383	226	and	and	CCONJ
cblr-5118	383	227	managers	manager	NOUN
cblr-5118	383	228	.	.	PUNCT
cblr-5118	384	1	106	106	NUM
cblr-5118	384	2	see	see	VERB
cblr-5118	384	3	yuval	yuval	PROPN
cblr-5118	384	4	noah	noah	PROPN
cblr-5118	384	5	harari	harari	PROPN
cblr-5118	384	6	,	,	PUNCT
cblr-5118	384	7	homo	homo	NOUN
cblr-5118	384	8	deus	deus	NOUN
cblr-5118	384	9	:	:	PUNCT
cblr-5118	384	10	a	a	DET
cblr-5118	384	11	brief	brief	ADJ
cblr-5118	384	12	history	history	NOUN
cblr-5118	384	13	of	of	ADP
cblr-5118	384	14	tomorrow	tomorrow	NOUN
cblr-5118	384	15	83–86	83–86	PROPN
cblr-5118	384	16	(	(	PUNCT
cblr-5118	384	17	harpercollins	harpercollins	PROPN
cblr-5118	384	18	2017	2017	NUM
cblr-5118	384	19	)	)	PUNCT
cblr-5118	384	20	(	(	PUNCT
cblr-5118	384	21	2015	2015	NUM
cblr-5118	384	22	)	)	PUNCT
cblr-5118	384	23	.	.	PUNCT
cblr-5118	385	1	107	107	NUM
cblr-5118	385	2	on	on	ADP
cblr-5118	385	3	the	the	DET
cblr-5118	385	4	concepts	concept	NOUN
cblr-5118	385	5	of	of	ADP
cblr-5118	385	6	artificial	artificial	ADJ
cblr-5118	385	7	general	general	ADJ
cblr-5118	385	8	intelligence	intelligence	NOUN
cblr-5118	385	9	and	and	CCONJ
cblr-5118	385	10	more	more	ADV
cblr-5118	385	11	advanced	advanced	ADJ
cblr-5118	385	12	forms	form	NOUN
cblr-5118	385	13	,	,	PUNCT
cblr-5118	385	14	see	see	VERB
cblr-5118	385	15	nick	nick	PROPN
cblr-5118	385	16	bostrom	bostrom	PROPN
cblr-5118	385	17	,	,	PUNCT
cblr-5118	385	18	superintelligence	superintelligence	NOUN
cblr-5118	385	19	:	:	PUNCT
cblr-5118	385	20	paths	path	NOUN
cblr-5118	385	21	,	,	PUNCT
cblr-5118	385	22	dangers	danger	NOUN
cblr-5118	385	23	,	,	PUNCT
cblr-5118	385	24	strategies	strategy	NOUN
cblr-5118	385	25	22–29	22–29	NUM
cblr-5118	385	26	,	,	PUNCT
cblr-5118	385	27	52–61	52–61	NUM
cblr-5118	385	28	(	(	PUNCT
cblr-5118	385	29	2014	2014	NUM
cblr-5118	385	30	)	)	PUNCT
cblr-5118	385	31	.	.	PUNCT
cblr-5118	386	1	108	108	NUM
cblr-5118	387	1	i	i	PRON
cblr-5118	387	2	d.	d.	NOUN
cblr-5118	387	3	at	at	ADP
cblr-5118	387	4	92	92	NUM
cblr-5118	387	5	.	.	PUNCT
cblr-5118	388	1	tegmark	tegmark	PROPN
cblr-5118	388	2	similarly	similarly	ADV
cblr-5118	388	3	believes	believe	VERB
cblr-5118	388	4	that	that	SCONJ
cblr-5118	388	5	intuition	intuition	NOUN
cblr-5118	388	6	and	and	CCONJ
cblr-5118	388	7	creativity	creativity	NOUN
cblr-5118	388	8	will	will	AUX
cblr-5118	388	9	be	be	AUX
cblr-5118	388	10	—	—	PUNCT
cblr-5118	388	11	and	and	CCONJ
cblr-5118	388	12	to	to	ADP
cblr-5118	388	13	some	some	DET
cblr-5118	388	14	extent	extent	NOUN
cblr-5118	388	15	already	already	ADV
cblr-5118	388	16	have	have	AUX
cblr-5118	388	17	been	be	AUX
cblr-5118	388	18	—	—	PUNCT
cblr-5118	388	19	mastered	master	VERB
cblr-5118	388	20	by	by	ADP
cblr-5118	388	21	machines	machine	NOUN
cblr-5118	388	22	.	.	PUNCT
cblr-5118	389	1	max	max	PROPN
cblr-5118	389	2	tegmark	tegmark	PROPN
cblr-5118	389	3	,	,	PUNCT
cblr-5118	389	4	life	life	NOUN
cblr-5118	389	5	3.0	3.0	NUM
cblr-5118	389	6	:	:	PUNCT
cblr-5118	389	7	being	be	AUX
cblr-5118	389	8	human	human	ADJ
cblr-5118	389	9	in	in	ADP
cblr-5118	389	10	the	the	DET
cblr-5118	389	11	age	age	NOUN
cblr-5118	389	12	of	of	ADP
cblr-5118	389	13	artificial	artificial	ADJ
cblr-5118	389	14	intelligence	intelligence	NOUN
cblr-5118	389	15	87–89	87–89	NUM
cblr-5118	389	16	(	(	PUNCT
cblr-5118	389	17	2017	2017	NUM
cblr-5118	389	18	)	)	PUNCT
cblr-5118	389	19	.	.	PUNCT
cblr-5118	390	1	nevertheless	nevertheless	ADV
cblr-5118	390	2	,	,	PUNCT
cblr-5118	390	3	tegmark	tegmark	PROPN
cblr-5118	390	4	suggests	suggest	VERB
cblr-5118	390	5	that	that	SCONJ
cblr-5118	390	6	in	in	ADP
cblr-5118	390	7	the	the	DET
cblr-5118	390	8	future	future	NOUN
cblr-5118	390	9	,	,	PUNCT
cblr-5118	390	10	jobs	job	NOUN
cblr-5118	390	11	requiring	require	VERB
cblr-5118	390	12	personal	personal	ADJ
cblr-5118	390	13	interactions	interaction	NOUN
cblr-5118	390	14	,	,	PUNCT
cblr-5118	390	15	social	social	ADJ
cblr-5118	390	16	intelligence	intelligence	NOUN
cblr-5118	390	17	,	,	PUNCT
cblr-5118	390	18	and	and	CCONJ
cblr-5118	390	19	creativity	creativity	NOUN
cblr-5118	390	20	will	will	AUX
cblr-5118	390	21	likely	likely	ADV
cblr-5118	390	22	be	be	AUX
cblr-5118	390	23	safer	safe	ADJ
cblr-5118	390	24	than	than	ADP
cblr-5118	390	25	others	other	NOUN
cblr-5118	390	26	from	from	ADP
cblr-5118	390	27	being	be	AUX
cblr-5118	390	28	taken	take	VERB
cblr-5118	390	29	over	over	ADP
cblr-5118	390	30	by	by	ADP
cblr-5118	390	31	machines	machine	NOUN
cblr-5118	390	32	.	.	PUNCT
cblr-5118	391	1	i	i	PRON
cblr-5118	391	2	d.	d.	PROPN
cblr-5118	391	3	at	at	ADP
cblr-5118	391	4	121–22	121–22	NUM
cblr-5118	391	5	.	.	PUNCT
cblr-5118	392	1	109	109	NUM
cblr-5118	392	2	see	see	VERB
cblr-5118	392	3	bostrom	bostrom	PROPN
cblr-5118	392	4	,	,	PUNCT
cblr-5118	392	5	supra	supra	PROPN
cblr-5118	392	6	note	note	PROPN
cblr-5118	392	7	107	107	NUM
cblr-5118	392	8	,	,	PUNCT
cblr-5118	392	9	at	at	ADP
cblr-5118	392	10	94	94	NUM
cblr-5118	392	11	.	.	PUNCT
cblr-5118	393	1	bostrom	bostrom	PROPN
cblr-5118	393	2	explores	explore	VERB
cblr-5118	393	3	different	different	ADJ
cblr-5118	393	4	possible	possible	ADJ
cblr-5118	393	5	paths	path	NOUN
cblr-5118	393	6	to	to	PART
cblr-5118	393	7	reach	reach	VERB
cblr-5118	393	8	superintelligence	superintelligence	NOUN
cblr-5118	393	9	—	—	PUNCT
cblr-5118	393	10	ai	ai	VERB
cblr-5118	393	11	,	,	PUNCT
cblr-5118	393	12	whole	whole	ADJ
cblr-5118	393	13	brain	brain	NOUN
cblr-5118	393	14	emulation	emulation	NOUN
cblr-5118	393	15	,	,	PUNCT
cblr-5118	393	16	biological	biological	ADJ
cblr-5118	393	17	cognition	cognition	NOUN
cblr-5118	393	18	,	,	PUNCT
cblr-5118	393	19	and	and	CCONJ
cblr-5118	393	20	human	human	ADJ
cblr-5118	393	21	-	-	PUNCT
cblr-5118	393	22	machine	machine	NOUN
cblr-5118	393	23	interfaces	interface	NOUN
cblr-5118	393	24	—	—	PUNCT
cblr-5118	393	25	and	and	CCONJ
cblr-5118	393	26	finds	find	VERB
cblr-5118	393	27	that	that	SCONJ
cblr-5118	393	28	“	"	PUNCT
cblr-5118	393	29	[	[	X
cblr-5118	393	30	the	the	X
cblr-5118	393	31	]	]	X
cblr-5118	393	32	existence	existence	NOUN
cblr-5118	393	33	of	of	ADP
cblr-5118	393	34	multiple	multiple	ADJ
cblr-5118	393	35	paths	path	NOUN
cblr-5118	393	36	increases	increase	VERB
cblr-5118	393	37	the	the	DET
cblr-5118	393	38	probability	probability	NOUN
cblr-5118	393	39	that	that	SCONJ
cblr-5118	393	40	the	the	DET
cblr-5118	393	41	destination	destination	NOUN
cblr-5118	393	42	can	can	AUX
cblr-5118	393	43	be	be	AUX
cblr-5118	393	44	reached	reach	VERB
cblr-5118	393	45	via	via	ADP
cblr-5118	393	46	at	at	ADV
cblr-5118	393	47	least	least	ADV
cblr-5118	393	48	one	one	NUM
cblr-5118	393	49	of	of	ADP
cblr-5118	393	50	them	they	PRON
cblr-5118	393	51	.	.	PUNCT
cblr-5118	393	52	”	"	PUNCT
cblr-5118	394	1	i	i	PRON
cblr-5118	394	2	d.	d.	VERB
cblr-5118	394	3	at	at	ADP
cblr-5118	394	4	22	22	NUM
cblr-5118	394	5	.	.	PUNCT
cblr-5118	395	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	395	2	(	(	PUNCT
cblr-5118	395	3	do	do	AUX
cblr-5118	395	4	not	not	PART
cblr-5118	395	5	delte	delte	VERB
cblr-5118	395	6	)	)	PUNCT
cblr-5118	395	7	1/8/2020	1/8/2020	NUM
cblr-5118	395	8	4:46	4:46	NUM
cblr-5118	395	9	pm	pm	NOUN
cblr-5118	395	10	992	992	NUM
cblr-5118	395	11	columbia	columbia	PROPN
cblr-5118	395	12	business	business	NOUN
cblr-5118	395	13	law	law	PROPN
cblr-5118	395	14	review	review	NOUN
cblr-5118	396	1	[	[	X
cblr-5118	396	2	vol	vol	NOUN
cblr-5118	396	3	.	.	NOUN
cblr-5118	396	4	2019	2019	NUM
cblr-5118	396	5	similarly	similarly	ADV
cblr-5118	396	6	,	,	PUNCT
cblr-5118	396	7	michio	michio	PROPN
cblr-5118	396	8	kaku	kaku	PROPN
cblr-5118	396	9	suggests	suggest	VERB
cblr-5118	396	10	that	that	SCONJ
cblr-5118	396	11	the	the	DET
cblr-5118	396	12	creation	creation	NOUN
cblr-5118	396	13	of	of	ADP
cblr-5118	396	14	“	"	PUNCT
cblr-5118	396	15	true	true	ADJ
cblr-5118	396	16	automatons	automaton	NOUN
cblr-5118	396	17	,	,	PUNCT
cblr-5118	396	18	robots	robot	NOUN
cblr-5118	396	19	that	that	PRON
cblr-5118	396	20	have	have	VERB
cblr-5118	396	21	the	the	DET
cblr-5118	396	22	ability	ability	NOUN
cblr-5118	396	23	to	to	PART
cblr-5118	396	24	make	make	VERB
cblr-5118	396	25	their	their	PRON
cblr-5118	396	26	own	own	ADJ
cblr-5118	396	27	decisions	decision	NOUN
cblr-5118	396	28	requiring	require	VERB
cblr-5118	396	29	only	only	ADV
cblr-5118	396	30	minimal	minimal	ADJ
cblr-5118	396	31	human	human	ADJ
cblr-5118	396	32	intervention	intervention	NOUN
cblr-5118	396	33	”	"	PUNCT
cblr-5118	396	34	is	be	AUX
cblr-5118	396	35	the	the	DET
cblr-5118	396	36	next	next	ADJ
cblr-5118	396	37	step	step	NOUN
cblr-5118	396	38	in	in	ADP
cblr-5118	396	39	the	the	DET
cblr-5118	396	40	evolution	evolution	NOUN
cblr-5118	396	41	of	of	ADP
cblr-5118	396	42	ai	ai	PROPN
cblr-5118	396	43	and	and	CCONJ
cblr-5118	396	44	robotic	robotic	ADJ
cblr-5118	396	45	technology.110	technology.110	NOUN
cblr-5118	396	46	while	while	SCONJ
cblr-5118	396	47	he	he	PRON
cblr-5118	396	48	notes	note	VERB
cblr-5118	396	49	that	that	SCONJ
cblr-5118	396	50	the	the	DET
cblr-5118	396	51	state	state	NOUN
cblr-5118	396	52	of	of	ADP
cblr-5118	396	53	automatons	automaton	NOUN
cblr-5118	396	54	today	today	NOUN
cblr-5118	396	55	is	be	AUX
cblr-5118	396	56	“	"	PUNCT
cblr-5118	396	57	primitive,”111	primitive,”111	X
cblr-5118	396	58	he	he	PRON
cblr-5118	396	59	predicts	predict	VERB
cblr-5118	396	60	that	that	SCONJ
cblr-5118	396	61	by	by	ADP
cblr-5118	396	62	the	the	DET
cblr-5118	396	63	end	end	NOUN
cblr-5118	396	64	of	of	ADP
cblr-5118	396	65	the	the	DET
cblr-5118	396	66	century	century	NOUN
cblr-5118	396	67	there	there	PRON
cblr-5118	396	68	will	will	AUX
cblr-5118	396	69	be	be	AUX
cblr-5118	396	70	self	self	NOUN
cblr-5118	396	71	-	-	PUNCT
cblr-5118	396	72	aware	aware	ADJ
cblr-5118	396	73	robots	robot	NOUN
cblr-5118	396	74	,	,	PUNCT
cblr-5118	396	75	and	and	CCONJ
cblr-5118	396	76	even	even	ADV
cblr-5118	396	77	sooner	soon	ADV
cblr-5118	396	78	,	,	PUNCT
cblr-5118	396	79	machines	machine	NOUN
cblr-5118	396	80	with	with	ADP
cblr-5118	396	81	innovative	innovative	ADJ
cblr-5118	396	82	learning	learning	NOUN
cblr-5118	396	83	capabilities.112	capabilities.112	PROPN
cblr-5118	396	84	a	a	DET
cblr-5118	396	85	subsequent	subsequent	ADJ
cblr-5118	396	86	phase	phase	NOUN
cblr-5118	396	87	,	,	PUNCT
cblr-5118	396	88	kaku	kaku	PROPN
cblr-5118	396	89	speculates	speculate	VERB
cblr-5118	396	90	,	,	PUNCT
cblr-5118	396	91	will	will	AUX
cblr-5118	396	92	bring	bring	VERB
cblr-5118	396	93	“	"	PUNCT
cblr-5118	396	94	self	self	NOUN
cblr-5118	396	95	-	-	PUNCT
cblr-5118	396	96	replicating	replicate	VERB
cblr-5118	396	97	automatons	automaton	NOUN
cblr-5118	396	98	.	.	PUNCT
cblr-5118	396	99	.	.	PUNCT
cblr-5118	397	1	.	.	PUNCT
cblr-5118	398	1	and	and	CCONJ
cblr-5118	398	2	quantum	quantum	NOUN
cblr-5118	398	3	-	-	PUNCT
cblr-5118	398	4	fueled	fuel	VERB
cblr-5118	398	5	conscious	conscious	ADJ
cblr-5118	398	6	machines	machine	NOUN
cblr-5118	398	7	.	.	PUNCT
cblr-5118	399	1	”113	”113	PUNCT
cblr-5118	399	2	finally	finally	ADV
cblr-5118	399	3	,	,	PUNCT
cblr-5118	399	4	richard	richard	PROPN
cblr-5118	399	5	and	and	CCONJ
cblr-5118	399	6	daniel	daniel	PROPN
cblr-5118	399	7	susskind	susskind	PROPN
cblr-5118	399	8	argue	argue	VERB
cblr-5118	399	9	that	that	SCONJ
cblr-5118	399	10	“	"	PUNCT
cblr-5118	399	11	people	people	NOUN
cblr-5118	399	12	,	,	PUNCT
cblr-5118	399	13	practices	practice	NOUN
cblr-5118	399	14	,	,	PUNCT
cblr-5118	399	15	and	and	CCONJ
cblr-5118	399	16	institutions	institution	NOUN
cblr-5118	399	17	”	"	PUNCT
cblr-5118	399	18	belonging	belong	VERB
cblr-5118	399	19	to	to	ADP
cblr-5118	399	20	what	what	PRON
cblr-5118	399	21	they	they	PRON
cblr-5118	399	22	refer	refer	VERB
cblr-5118	399	23	to	to	ADP
cblr-5118	399	24	as	as	SCONJ
cblr-5118	399	25	“	"	PUNCT
cblr-5118	399	26	the	the	DET
cblr-5118	399	27	professions	profession	NOUN
cblr-5118	399	28	”	"	PUNCT
cblr-5118	399	29	will	will	AUX
cblr-5118	399	30	be	be	AUX
cblr-5118	399	31	largely	largely	ADV
cblr-5118	399	32	replaced	replace	VERB
cblr-5118	399	33	in	in	ADP
cblr-5118	399	34	the	the	DET
cblr-5118	399	35	future.114	future.114	NOUN
cblr-5118	399	36	although	although	SCONJ
cblr-5118	399	37	they	they	PRON
cblr-5118	399	38	do	do	AUX
cblr-5118	399	39	not	not	PART
cblr-5118	399	40	comment	comment	VERB
cblr-5118	399	41	specifically	specifically	ADV
cblr-5118	399	42	on	on	ADP
cblr-5118	399	43	managers	manager	NOUN
cblr-5118	399	44	,	,	PUNCT
cblr-5118	399	45	which	which	PRON
cblr-5118	399	46	are	be	AUX
cblr-5118	399	47	outside	outside	ADP
cblr-5118	399	48	of	of	ADP
cblr-5118	399	49	their	their	PRON
cblr-5118	399	50	discrete	discrete	ADJ
cblr-5118	399	51	definition	definition	NOUN
cblr-5118	399	52	of	of	ADP
cblr-5118	399	53	“	"	PUNCT
cblr-5118	399	54	a	a	DET
cblr-5118	399	55	profession	profession	NOUN
cblr-5118	399	56	,	,	PUNCT
cblr-5118	399	57	”	"	PUNCT
cblr-5118	399	58	they	they	PRON
cblr-5118	399	59	include	include	VERB
cblr-5118	399	60	“	"	PUNCT
cblr-5118	399	61	management	management	NOUN
cblr-5118	399	62	consultants	consultant	NOUN
cblr-5118	399	63	”	"	PUNCT
cblr-5118	399	64	as	as	ADP
cblr-5118	399	65	part	part	NOUN
cblr-5118	399	66	of	of	ADP
cblr-5118	399	67	their	their	PRON
cblr-5118	399	68	analysis.115	analysis.115	NOUN
cblr-5118	399	69	nevertheless	nevertheless	ADV
cblr-5118	399	70	,	,	PUNCT
cblr-5118	399	71	their	their	PRON
cblr-5118	399	72	conclusion	conclusion	NOUN
cblr-5118	399	73	that	that	SCONJ
cblr-5118	399	74	ai	ai	VERB
cblr-5118	399	75	,	,	PUNCT
cblr-5118	399	76	big	big	ADJ
cblr-5118	399	77	data	datum	NOUN
cblr-5118	399	78	,	,	PUNCT
cblr-5118	399	79	robotics	robotic	NOUN
cblr-5118	399	80	,	,	PUNCT
cblr-5118	399	81	and	and	CCONJ
cblr-5118	399	82	other	other	ADJ
cblr-5118	399	83	technological	technological	ADJ
cblr-5118	399	84	developments	development	NOUN
cblr-5118	399	85	will	will	AUX
cblr-5118	399	86	replace	replace	VERB
cblr-5118	399	87	even	even	ADV
cblr-5118	399	88	highly	highly	ADV
cblr-5118	399	89	qualified	qualified	ADJ
cblr-5118	399	90	human	human	ADJ
cblr-5118	399	91	professionals	professional	NOUN
cblr-5118	399	92	because	because	SCONJ
cblr-5118	399	93	machines	machine	NOUN
cblr-5118	399	94	will	will	AUX
cblr-5118	399	95	be	be	AUX
cblr-5118	399	96	able	able	ADJ
cblr-5118	399	97	to	to	PART
cblr-5118	399	98	carry	carry	VERB
cblr-5118	399	99	out	out	ADP
cblr-5118	399	100	the	the	DET
cblr-5118	399	101	full	full	ADJ
cblr-5118	399	102	range	range	NOUN
cblr-5118	399	103	of	of	ADP
cblr-5118	399	104	tasks	task	NOUN
cblr-5118	399	105	of	of	ADP
cblr-5118	399	106	these	these	PRON
cblr-5118	399	107	roles116	roles116	PROPN
cblr-5118	399	108	can	can	AUX
cblr-5118	399	109	be	be	AUX
cblr-5118	399	110	applied	apply	VERB
cblr-5118	399	111	to	to	ADP
cblr-5118	399	112	the	the	DET
cblr-5118	399	113	case	case	NOUN
cblr-5118	399	114	of	of	ADP
cblr-5118	399	115	corporate	corporate	ADJ
cblr-5118	399	116	managers	manager	NOUN
cblr-5118	399	117	as	as	ADV
cblr-5118	399	118	well	well	ADV
cblr-5118	399	119	.	.	PUNCT
cblr-5118	400	1	susskind	susskind	NOUN
cblr-5118	400	2	and	and	CCONJ
cblr-5118	400	3	susskind	susskind	NOUN
cblr-5118	400	4	also	also	ADV
cblr-5118	400	5	describe	describe	VERB
cblr-5118	400	6	the	the	DET
cblr-5118	400	7	emerging	emerge	VERB
cblr-5118	400	8	field	field	NOUN
cblr-5118	400	9	of	of	ADP
cblr-5118	400	10	affective	affective	ADJ
cblr-5118	400	11	computing	computing	NOUN
cblr-5118	400	12	,	,	PUNCT
cblr-5118	400	13	which	which	PRON
cblr-5118	400	14	allows	allow	VERB
cblr-5118	400	15	sensor	sensor	NOUN
cblr-5118	400	16	-	-	PUNCT
cblr-5118	400	17	equipped	equip	VERB
cblr-5118	400	18	machines	machine	NOUN
cblr-5118	400	19	to	to	PART
cblr-5118	400	20	detect	detect	VERB
cblr-5118	400	21	,	,	PUNCT
cblr-5118	400	22	react	react	VERB
cblr-5118	400	23	to	to	ADP
cblr-5118	400	24	,	,	PUNCT
cblr-5118	400	25	and	and	CCONJ
cblr-5118	400	26	express	express	VERB
cblr-5118	400	27	human	human	ADJ
cblr-5118	400	28	emotions.117	emotions.117	NOUN
cblr-5118	400	29	as	as	SCONJ
cblr-5118	400	30	they	they	PRON
cblr-5118	400	31	explain	explain	VERB
cblr-5118	400	32	,	,	PUNCT
cblr-5118	400	33	machines	machine	NOUN
cblr-5118	400	34	are	be	AUX
cblr-5118	400	35	already	already	ADV
cblr-5118	400	36	capable	capable	ADJ
cblr-5118	400	37	of	of	ADP
cblr-5118	400	38	performing	perform	VERB
cblr-5118	400	39	these	these	DET
cblr-5118	400	40	tasks	task	NOUN
cblr-5118	400	41	and	and	CCONJ
cblr-5118	400	42	work	work	NOUN
cblr-5118	400	43	in	in	ADP
cblr-5118	400	44	the	the	DET
cblr-5118	400	45	field	field	NOUN
cblr-5118	400	46	is	be	AUX
cblr-5118	400	47	only	only	ADV
cblr-5118	400	48	advancing.118	advancing.118	VERB
cblr-5118	400	49	in	in	ADP
cblr-5118	400	50	this	this	DET
cblr-5118	400	51	vein	vein	NOUN
cblr-5118	400	52	,	,	PUNCT
cblr-5118	400	53	110	110	NUM
cblr-5118	400	54	michio	michio	PROPN
cblr-5118	400	55	kaku	kaku	PROPN
cblr-5118	400	56	,	,	PUNCT
cblr-5118	400	57	the	the	DET
cblr-5118	400	58	future	future	NOUN
cblr-5118	400	59	of	of	ADP
cblr-5118	400	60	humanity	humanity	NOUN
cblr-5118	400	61	:	:	PUNCT
cblr-5118	400	62	our	our	PRON
cblr-5118	400	63	destiny	destiny	NOUN
cblr-5118	400	64	in	in	ADP
cblr-5118	400	65	the	the	DET
cblr-5118	400	66	universe	universe	NOUN
cblr-5118	400	67	114	114	NUM
cblr-5118	400	68	(	(	PUNCT
cblr-5118	400	69	2018	2018	NUM
cblr-5118	400	70	)	)	PUNCT
cblr-5118	400	71	.	.	PUNCT
cblr-5118	401	1	111	111	NUM
cblr-5118	402	1	i	i	PRON
cblr-5118	402	2	d.	d.	NOUN
cblr-5118	402	3	at	at	ADP
cblr-5118	402	4	136	136	NUM
cblr-5118	402	5	.	.	PUNCT
cblr-5118	403	1	112	112	NUM
cblr-5118	404	1	i	i	PROPN
cblr-5118	404	2	d.	d.	PROPN
cblr-5118	404	3	113	113	NUM
cblr-5118	404	4	i	i	PROPN
cblr-5118	404	5	d.	d.	PROPN
cblr-5118	404	6	114	114	NUM
cblr-5118	404	7	richard	richard	PROPN
cblr-5118	404	8	susskind	susskind	PROPN
cblr-5118	404	9	&	&	CCONJ
cblr-5118	404	10	daniel	daniel	PROPN
cblr-5118	404	11	susskind	susskind	PROPN
cblr-5118	404	12	,	,	PUNCT
cblr-5118	404	13	the	the	DET
cblr-5118	404	14	future	future	NOUN
cblr-5118	404	15	of	of	ADP
cblr-5118	404	16	the	the	DET
cblr-5118	404	17	professions	profession	NOUN
cblr-5118	404	18	:	:	PUNCT
cblr-5118	404	19	how	how	SCONJ
cblr-5118	404	20	technology	technology	NOUN
cblr-5118	404	21	will	will	AUX
cblr-5118	404	22	transform	transform	VERB
cblr-5118	404	23	the	the	DET
cblr-5118	404	24	work	work	NOUN
cblr-5118	404	25	of	of	ADP
cblr-5118	404	26	human	human	ADJ
cblr-5118	404	27	experts	expert	NOUN
cblr-5118	404	28	18	18	NUM
cblr-5118	404	29	(	(	PUNCT
cblr-5118	404	30	2015	2015	NUM
cblr-5118	404	31	)	)	PUNCT
cblr-5118	404	32	.	.	PUNCT
cblr-5118	405	1	115	115	NUM
cblr-5118	405	2	see	see	VERB
cblr-5118	405	3	i	i	PRON
cblr-5118	405	4	d.	d.	PROPN
cblr-5118	405	5	at	at	ADP
cblr-5118	405	6	15–16	15–16	NUM
cblr-5118	405	7	,	,	PUNCT
cblr-5118	405	8	78–84	78–84	NOUN
cblr-5118	405	9	.	.	PUNCT
cblr-5118	406	1	the	the	DET
cblr-5118	406	2	other	other	ADJ
cblr-5118	406	3	professions	profession	NOUN
cblr-5118	406	4	(	(	PUNCT
cblr-5118	406	5	or	or	CCONJ
cblr-5118	406	6	professionals	professional	NOUN
cblr-5118	406	7	)	)	PUNCT
cblr-5118	406	8	forming	form	VERB
cblr-5118	406	9	the	the	DET
cblr-5118	406	10	authors	author	NOUN
cblr-5118	406	11	’	’	PART
cblr-5118	406	12	main	main	ADJ
cblr-5118	406	13	focal	focal	ADJ
cblr-5118	406	14	point	point	NOUN
cblr-5118	406	15	are	be	AUX
cblr-5118	406	16	doctors	doctor	NOUN
cblr-5118	406	17	,	,	PUNCT
cblr-5118	406	18	lawyers	lawyer	NOUN
cblr-5118	406	19	,	,	PUNCT
cblr-5118	406	20	teachers	teacher	NOUN
cblr-5118	406	21	,	,	PUNCT
cblr-5118	406	22	accountants	accountant	NOUN
cblr-5118	406	23	,	,	PUNCT
cblr-5118	406	24	tax	tax	NOUN
cblr-5118	406	25	advisers	adviser	NOUN
cblr-5118	406	26	,	,	PUNCT
cblr-5118	406	27	architects	architect	NOUN
cblr-5118	406	28	,	,	PUNCT
cblr-5118	406	29	journalists	journalist	NOUN
cblr-5118	406	30	,	,	PUNCT
cblr-5118	406	31	and	and	CCONJ
cblr-5118	406	32	the	the	DET
cblr-5118	406	33	clergy	clergy	NOUN
cblr-5118	406	34	.	.	PUNCT
cblr-5118	407	1	i	i	PRON
cblr-5118	407	2	d.	d.	PROPN
cblr-5118	407	3	at	at	ADP
cblr-5118	407	4	1	1	NUM
cblr-5118	407	5	.	.	X
cblr-5118	407	6	116	116	NUM
cblr-5118	407	7	see	see	VERB
cblr-5118	407	8	i	i	PRON
cblr-5118	407	9	d.	d.	PROPN
cblr-5118	407	10	at	at	ADP
cblr-5118	407	11	159–72	159–72	NUM
cblr-5118	407	12	.	.	PUNCT
cblr-5118	408	1	117	117	NUM
cblr-5118	408	2	see	see	VERB
cblr-5118	408	3	i	i	PROPN
cblr-5118	408	4	d.	d.	PROPN
cblr-5118	408	5	at	at	ADP
cblr-5118	408	6	170–72	170–72	NUM
cblr-5118	408	7	.	.	PUNCT
cblr-5118	409	1	118	118	NUM
cblr-5118	409	2	see	see	VERB
cblr-5118	409	3	i	i	PRON
cblr-5118	409	4	d.	d.	PROPN
cblr-5118	409	5	5_2019.3_petrin	5_2019.3_petrin	PROPN
cblr-5118	409	6	(	(	PUNCT
cblr-5118	409	7	do	do	AUX
cblr-5118	409	8	not	not	PART
cblr-5118	409	9	delete	delete	VERB
cblr-5118	409	10	)	)	PUNCT
cblr-5118	409	11	1/8/2020	1/8/2020	NUM
cblr-5118	409	12	4:46	4:46	NUM
cblr-5118	409	13	pm	pm	NOUN
cblr-5118	409	14	no	no	INTJ
cblr-5118	409	15	.	.	PUNCT
cblr-5118	410	1	3:965	3:965	NUM
cblr-5118	410	2	]	]	X
cblr-5118	410	3	corporate	corporate	ADJ
cblr-5118	410	4	management	management	NOUN
cblr-5118	410	5	in	in	ADP
cblr-5118	410	6	the	the	DET
cblr-5118	410	7	age	age	NOUN
cblr-5118	410	8	of	of	ADP
cblr-5118	410	9	ai	ai	PROPN
cblr-5118	410	10	993	993	NUM
cblr-5118	410	11	susskind	susskind	NOUN
cblr-5118	410	12	and	and	CCONJ
cblr-5118	410	13	susskind	susskind	NOUN
cblr-5118	410	14	suggest	suggest	VERB
cblr-5118	410	15	that	that	SCONJ
cblr-5118	410	16	machines	machine	NOUN
cblr-5118	410	17	will	will	AUX
cblr-5118	410	18	be	be	AUX
cblr-5118	410	19	in	in	ADP
cblr-5118	410	20	a	a	DET
cblr-5118	410	21	position	position	NOUN
cblr-5118	410	22	to	to	PART
cblr-5118	410	23	exhibit	exhibit	VERB
cblr-5118	410	24	empathy	empathy	NOUN
cblr-5118	410	25	,	,	PUNCT
cblr-5118	410	26	thus	thus	ADV
cblr-5118	410	27	countering	counter	VERB
cblr-5118	410	28	the	the	DET
cblr-5118	410	29	views	view	NOUN
cblr-5118	410	30	of	of	ADP
cblr-5118	410	31	those	those	DET
cblr-5118	410	32	commentators	commentator	NOUN
cblr-5118	410	33	that	that	PRON
cblr-5118	410	34	perceive	perceive	VERB
cblr-5118	410	35	the	the	DET
cblr-5118	410	36	lack	lack	NOUN
cblr-5118	410	37	of	of	ADP
cblr-5118	410	38	such	such	ADJ
cblr-5118	410	39	qualities	quality	NOUN
cblr-5118	410	40	as	as	ADP
cblr-5118	410	41	a	a	DET
cblr-5118	410	42	major	major	ADJ
cblr-5118	410	43	hurdle	hurdle	NOUN
cblr-5118	410	44	to	to	ADP
cblr-5118	410	45	the	the	DET
cblr-5118	410	46	replacement	replacement	NOUN
cblr-5118	410	47	of	of	ADP
cblr-5118	410	48	professionals	professional	NOUN
cblr-5118	410	49	by	by	ADP
cblr-5118	410	50	machines.119	machines.119	NOUN
cblr-5118	410	51	susskind	susskind	PROPN
cblr-5118	410	52	and	and	CCONJ
cblr-5118	410	53	susskind	susskind	NOUN
cblr-5118	410	54	posit	posit	VERB
cblr-5118	410	55	that	that	SCONJ
cblr-5118	410	56	while	while	SCONJ
cblr-5118	410	57	cognitive	cognitive	ADJ
cblr-5118	410	58	tasks	task	NOUN
cblr-5118	410	59	,	,	PUNCT
cblr-5118	410	60	affective	affective	NOUN
cblr-5118	410	61	tasks	task	NOUN
cblr-5118	410	62	,	,	PUNCT
cblr-5118	410	63	and	and	CCONJ
cblr-5118	410	64	moral	moral	ADJ
cblr-5118	410	65	judgment	judgment	NOUN
cblr-5118	410	66	will	will	AUX
cblr-5118	410	67	be	be	AUX
cblr-5118	410	68	more	more	ADV
cblr-5118	410	69	difficult	difficult	ADJ
cblr-5118	410	70	to	to	PART
cblr-5118	410	71	automize	automize	PROPN
cblr-5118	410	72	than	than	ADP
cblr-5118	410	73	other	other	ADJ
cblr-5118	410	74	tasks	task	NOUN
cblr-5118	410	75	,	,	PUNCT
cblr-5118	410	76	machines	machine	NOUN
cblr-5118	410	77	will	will	AUX
cblr-5118	410	78	master	master	VERB
cblr-5118	410	79	them	they	PRON
cblr-5118	410	80	in	in	ADP
cblr-5118	410	81	the	the	DET
cblr-5118	410	82	long	long	ADJ
cblr-5118	410	83	run	run	NOUN
cblr-5118	410	84	,	,	PUNCT
cblr-5118	410	85	leaving	leave	VERB
cblr-5118	410	86	little	little	ADJ
cblr-5118	410	87	space	space	NOUN
cblr-5118	410	88	for	for	ADP
cblr-5118	410	89	human	human	ADJ
cblr-5118	410	90	professionals.120	professionals.120	NOUN
cblr-5118	410	91	in	in	ADP
cblr-5118	410	92	several	several	ADJ
cblr-5118	410	93	decades	decade	NOUN
cblr-5118	410	94	,	,	PUNCT
cblr-5118	410	95	these	these	DET
cblr-5118	410	96	authors	author	NOUN
cblr-5118	410	97	conclude	conclude	VERB
cblr-5118	410	98	,	,	PUNCT
cblr-5118	410	99	the	the	DET
cblr-5118	410	100	mastery	mastery	NOUN
cblr-5118	410	101	of	of	ADP
cblr-5118	410	102	judgment	judgment	NOUN
cblr-5118	410	103	work	work	NOUN
cblr-5118	410	104	by	by	ADP
cblr-5118	410	105	machines	machine	NOUN
cblr-5118	410	106	will	will	AUX
cblr-5118	410	107	erode	erode	VERB
cblr-5118	410	108	the	the	DET
cblr-5118	410	109	number	number	NOUN
cblr-5118	410	110	of	of	ADP
cblr-5118	410	111	jobs	job	NOUN
cblr-5118	410	112	available	available	ADJ
cblr-5118	410	113	to	to	ADP
cblr-5118	410	114	human	human	ADJ
cblr-5118	410	115	professionals	professional	NOUN
cblr-5118	410	116	.	.	PUNCT
cblr-5118	411	1	the	the	DET
cblr-5118	411	2	final	final	ADJ
cblr-5118	411	3	result	result	NOUN
cblr-5118	411	4	of	of	ADP
cblr-5118	411	5	this	this	PRON
cblr-5118	411	6	,	,	PUNCT
cblr-5118	411	7	they	they	PRON
cblr-5118	411	8	suggest	suggest	VERB
cblr-5118	411	9	,	,	PUNCT
cblr-5118	411	10	will	will	AUX
cblr-5118	411	11	be	be	AUX
cblr-5118	411	12	“	"	PUNCT
cblr-5118	411	13	technological	technological	ADJ
cblr-5118	411	14	unemployment	unemployment	NOUN
cblr-5118	411	15	”	"	PUNCT
cblr-5118	411	16	in	in	ADP
cblr-5118	411	17	the	the	DET
cblr-5118	411	18	professions.121	professions.121	PROPN
cblr-5118	411	19	c.	c.	NOUN
cblr-5118	411	20	assessment	assessment	NOUN
cblr-5118	411	21	will	will	AUX
cblr-5118	411	22	ai	ai	AUX
cblr-5118	411	23	be	be	AUX
cblr-5118	411	24	able	able	ADJ
cblr-5118	411	25	to	to	PART
cblr-5118	411	26	take	take	VERB
cblr-5118	411	27	over	over	ADP
cblr-5118	411	28	the	the	DET
cblr-5118	411	29	tasks	task	NOUN
cblr-5118	411	30	of	of	ADP
cblr-5118	411	31	human	human	ADJ
cblr-5118	411	32	corporate	corporate	ADJ
cblr-5118	411	33	directors	director	NOUN
cblr-5118	411	34	and	and	CCONJ
cblr-5118	411	35	managers	manager	NOUN
cblr-5118	411	36	?	?	PUNCT
cblr-5118	412	1	it	it	PRON
cblr-5118	412	2	seems	seem	VERB
cblr-5118	412	3	uncontroversial	uncontroversial	ADJ
cblr-5118	412	4	to	to	PART
cblr-5118	412	5	answer	answer	VERB
cblr-5118	412	6	this	this	DET
cblr-5118	412	7	question	question	NOUN
cblr-5118	412	8	in	in	ADP
cblr-5118	412	9	the	the	DET
cblr-5118	412	10	positive	positive	ADJ
cblr-5118	412	11	with	with	ADP
cblr-5118	412	12	reference	reference	NOUN
cblr-5118	412	13	to	to	ADP
cblr-5118	412	14	administrative	administrative	ADJ
cblr-5118	412	15	tasks	task	NOUN
cblr-5118	412	16	,	,	PUNCT
cblr-5118	412	17	an	an	DET
cblr-5118	412	18	area	area	NOUN
cblr-5118	412	19	where	where	SCONJ
cblr-5118	412	20	,	,	PUNCT
cblr-5118	412	21	based	base	VERB
cblr-5118	412	22	on	on	ADP
cblr-5118	412	23	our	our	PRON
cblr-5118	412	24	daily	daily	ADJ
cblr-5118	412	25	experiences	experience	NOUN
cblr-5118	412	26	with	with	ADP
cblr-5118	412	27	virtual	virtual	ADJ
cblr-5118	412	28	assistants	assistant	NOUN
cblr-5118	412	29	,	,	PUNCT
cblr-5118	412	30	many	many	ADJ
cblr-5118	412	31	people	people	NOUN
cblr-5118	412	32	will	will	AUX
cblr-5118	412	33	have	have	VERB
cblr-5118	412	34	little	little	ADJ
cblr-5118	412	35	difficulty	difficulty	NOUN
cblr-5118	412	36	imagining	imagine	VERB
cblr-5118	412	37	software	software	NOUN
cblr-5118	412	38	in	in	ADP
cblr-5118	412	39	control	control	NOUN
cblr-5118	412	40	.	.	PUNCT
cblr-5118	413	1	if	if	SCONJ
cblr-5118	413	2	administration	administration	NOUN
cblr-5118	413	3	remained	remain	VERB
cblr-5118	413	4	the	the	DET
cblr-5118	413	5	only	only	ADJ
cblr-5118	413	6	area	area	NOUN
cblr-5118	413	7	in	in	ADP
cblr-5118	413	8	which	which	PRON
cblr-5118	413	9	machines	machine	NOUN
cblr-5118	413	10	took	take	VERB
cblr-5118	413	11	over	over	ADP
cblr-5118	413	12	,	,	PUNCT
cblr-5118	413	13	we	we	PRON
cblr-5118	413	14	would	would	AUX
cblr-5118	413	15	see	see	VERB
cblr-5118	413	16	human	human	ADJ
cblr-5118	413	17	managers	manager	NOUN
cblr-5118	413	18	and	and	CCONJ
cblr-5118	413	19	ai	ai	VERB
cblr-5118	413	20	work	work	NOUN
cblr-5118	413	21	together	together	ADV
cblr-5118	413	22	,	,	PUNCT
cblr-5118	413	23	with	with	ADP
cblr-5118	413	24	ai	ai	AUX
cblr-5118	413	25	ultimately	ultimately	ADV
cblr-5118	413	26	improving	improve	VERB
cblr-5118	413	27	human	human	ADJ
cblr-5118	413	28	productivity	productivity	NOUN
cblr-5118	413	29	and	and	CCONJ
cblr-5118	413	30	decisionmaking	decisionmake	VERB
cblr-5118	413	31	quality	quality	NOUN
cblr-5118	413	32	.	.	PUNCT
cblr-5118	414	1	nobody	nobody	PRON
cblr-5118	414	2	can	can	AUX
cblr-5118	414	3	predict	predict	VERB
cblr-5118	414	4	with	with	ADP
cblr-5118	414	5	certainty	certainty	PROPN
cblr-5118	414	6	,	,	PUNCT
cblr-5118	414	7	however	however	ADV
cblr-5118	414	8	,	,	PUNCT
cblr-5118	414	9	whether	whether	SCONJ
cblr-5118	414	10	ai	ai	VERB
cblr-5118	414	11	’s	’s	PART
cblr-5118	414	12	involvement	involvement	NOUN
cblr-5118	414	13	in	in	ADP
cblr-5118	414	14	the	the	DET
cblr-5118	414	15	future	future	NOUN
cblr-5118	414	16	will	will	AUX
cblr-5118	414	17	also	also	ADV
cblr-5118	414	18	extend	extend	VERB
cblr-5118	414	19	to	to	ADP
cblr-5118	414	20	the	the	DET
cblr-5118	414	21	crucial	crucial	ADJ
cblr-5118	414	22	area	area	NOUN
cblr-5118	414	23	of	of	ADP
cblr-5118	414	24	judgment	judgment	NOUN
cblr-5118	414	25	work	work	NOUN
cblr-5118	414	26	.	.	PUNCT
cblr-5118	415	1	if	if	SCONJ
cblr-5118	415	2	ai	ai	NOUN
cblr-5118	415	3	is	be	AUX
cblr-5118	415	4	able	able	ADJ
cblr-5118	415	5	to	to	PART
cblr-5118	415	6	dominate	dominate	VERB
cblr-5118	415	7	that	that	DET
cblr-5118	415	8	domain	domain	NOUN
cblr-5118	415	9	as	as	ADV
cblr-5118	415	10	well	well	ADV
cblr-5118	415	11	,	,	PUNCT
cblr-5118	415	12	it	it	PRON
cblr-5118	415	13	could	could	AUX
cblr-5118	415	14	lead	lead	VERB
cblr-5118	415	15	to	to	ADP
cblr-5118	415	16	a	a	DET
cblr-5118	415	17	world	world	NOUN
cblr-5118	415	18	where	where	SCONJ
cblr-5118	415	19	machines	machine	NOUN
cblr-5118	415	20	,	,	PUNCT
cblr-5118	415	21	not	not	PART
cblr-5118	415	22	humans	human	NOUN
cblr-5118	415	23	,	,	PUNCT
cblr-5118	415	24	dominate	dominate	VERB
cblr-5118	415	25	corporate	corporate	ADJ
cblr-5118	415	26	management	management	NOUN
cblr-5118	415	27	.	.	PUNCT
cblr-5118	416	1	while	while	SCONJ
cblr-5118	416	2	acknowledging	acknowledge	VERB
cblr-5118	416	3	the	the	DET
cblr-5118	416	4	uncertainties	uncertainty	NOUN
cblr-5118	416	5	in	in	ADP
cblr-5118	416	6	making	make	VERB
cblr-5118	416	7	predictions	prediction	NOUN
cblr-5118	416	8	,	,	PUNCT
cblr-5118	416	9	it	it	PRON
cblr-5118	416	10	is	be	AUX
cblr-5118	416	11	more	more	ADV
cblr-5118	416	12	difficult	difficult	ADJ
cblr-5118	416	13	to	to	PART
cblr-5118	416	14	believe	believe	VERB
cblr-5118	416	15	that	that	SCONJ
cblr-5118	416	16	humans	human	NOUN
cblr-5118	416	17	will	will	AUX
cblr-5118	416	18	always	always	ADV
cblr-5118	416	19	maintain	maintain	VERB
cblr-5118	416	20	their	their	PRON
cblr-5118	416	21	superiority	superiority	NOUN
cblr-5118	416	22	in	in	ADP
cblr-5118	416	23	completing	complete	VERB
cblr-5118	416	24	judgment	judgment	NOUN
cblr-5118	416	25	work	work	NOUN
cblr-5118	416	26	than	than	ADP
cblr-5118	416	27	imagining	imagine	VERB
cblr-5118	416	28	a	a	DET
cblr-5118	416	29	future	future	NOUN
cblr-5118	416	30	in	in	ADP
cblr-5118	416	31	which	which	PRON
cblr-5118	416	32	machines	machine	NOUN
cblr-5118	416	33	excel	excel	VERB
cblr-5118	416	34	at	at	ADP
cblr-5118	416	35	these	these	DET
cblr-5118	416	36	tasks	task	NOUN
cblr-5118	416	37	as	as	ADV
cblr-5118	416	38	well	well	ADV
cblr-5118	416	39	.	.	PUNCT
cblr-5118	417	1	eventually	eventually	ADV
cblr-5118	417	2	,	,	PUNCT
cblr-5118	417	3	ai	ai	AUX
cblr-5118	417	4	—	—	PUNCT
cblr-5118	417	5	coupled	couple	VERB
cblr-5118	417	6	with	with	ADP
cblr-5118	417	7	big	big	ADJ
cblr-5118	417	8	data	datum	NOUN
cblr-5118	417	9	,	,	PUNCT
cblr-5118	417	10	increasingly	increasingly	ADV
cblr-5118	417	11	powerful	powerful	ADJ
cblr-5118	417	12	computing	computing	NOUN
cblr-5118	417	13	devices	device	NOUN
cblr-5118	417	14	that	that	PRON
cblr-5118	417	15	will	will	AUX
cblr-5118	417	16	soon	soon	ADV
cblr-5118	417	17	exceed	exceed	VERB
cblr-5118	417	18	119	119	NUM
cblr-5118	417	19	see	see	AUX
cblr-5118	417	20	i	i	PRON
cblr-5118	417	21	d.	d.	PROPN
cblr-5118	417	22	at	at	ADP
cblr-5118	417	23	251–52	251–52	NUM
cblr-5118	417	24	.	.	PUNCT
cblr-5118	418	1	120	120	NUM
cblr-5118	418	2	see	see	VERB
cblr-5118	418	3	i	i	PRON
cblr-5118	418	4	d.	d.	PROPN
cblr-5118	418	5	at	at	ADP
cblr-5118	418	6	279–81	279–81	NUM
cblr-5118	418	7	.	.	PUNCT
cblr-5118	419	1	121	121	NUM
cblr-5118	420	1	i	i	PRON
cblr-5118	420	2	d.	d.	PROPN
cblr-5118	420	3	at	at	ADP
cblr-5118	420	4	290–92	290–92	PROPN
cblr-5118	420	5	.	.	PUNCT
cblr-5118	421	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	421	2	(	(	PUNCT
cblr-5118	421	3	do	do	AUX
cblr-5118	421	4	not	not	PART
cblr-5118	421	5	delte	delte	VERB
cblr-5118	421	6	)	)	PUNCT
cblr-5118	421	7	1/8/2020	1/8/2020	NUM
cblr-5118	421	8	4:46	4:46	NUM
cblr-5118	421	9	pm	pm	NOUN
cblr-5118	421	10	994	994	NUM
cblr-5118	421	11	columbia	columbia	PROPN
cblr-5118	421	12	business	business	NOUN
cblr-5118	421	13	law	law	PROPN
cblr-5118	421	14	review	review	NOUN
cblr-5118	422	1	[	[	X
cblr-5118	422	2	vol	vol	NOUN
cblr-5118	422	3	.	.	NOUN
cblr-5118	422	4	2019	2019	NUM
cblr-5118	422	5	human	human	ADJ
cblr-5118	422	6	brain	brain	NOUN
cblr-5118	422	7	power,122	power,122	NOUN
cblr-5118	422	8	and	and	CCONJ
cblr-5118	422	9	technologies	technology	NOUN
cblr-5118	422	10	such	such	ADJ
cblr-5118	422	11	as	as	ADP
cblr-5118	422	12	voice	voice	NOUN
cblr-5118	422	13	,	,	PUNCT
cblr-5118	422	14	facial	facial	ADJ
cblr-5118	422	15	expression	expression	NOUN
cblr-5118	422	16	,	,	PUNCT
cblr-5118	422	17	and	and	CCONJ
cblr-5118	422	18	gesture	gesture	NOUN
cblr-5118	422	19	recognition	recognition	NOUN
cblr-5118	422	20	—	—	PUNCT
cblr-5118	422	21	will	will	AUX
cblr-5118	422	22	appear	appear	VERB
cblr-5118	422	23	to	to	PART
cblr-5118	422	24	have	have	VERB
cblr-5118	422	25	all	all	DET
cblr-5118	422	26	the	the	DET
cblr-5118	422	27	tools	tool	NOUN
cblr-5118	422	28	in	in	ADP
cblr-5118	422	29	place	place	NOUN
cblr-5118	422	30	to	to	PART
cblr-5118	422	31	become	become	VERB
cblr-5118	422	32	much	much	ADV
cblr-5118	422	33	better	well	ADJ
cblr-5118	422	34	at	at	ADP
cblr-5118	422	35	managing	manage	VERB
cblr-5118	422	36	and	and	CCONJ
cblr-5118	422	37	manipulating	manipulate	VERB
cblr-5118	422	38	human	human	ADJ
cblr-5118	422	39	responses	response	NOUN
cblr-5118	422	40	than	than	ADP
cblr-5118	422	41	humans	human	NOUN
cblr-5118	422	42	themselves.123	themselves.123	NOUN
cblr-5118	422	43	in	in	ADP
cblr-5118	422	44	contexts	context	NOUN
cblr-5118	422	45	like	like	ADP
cblr-5118	422	46	emerging	emerge	VERB
cblr-5118	422	47	self	self	NOUN
cblr-5118	422	48	-	-	PUNCT
cblr-5118	422	49	driving	drive	VERB
cblr-5118	422	50	car	car	NOUN
cblr-5118	422	51	technology	technology	NOUN
cblr-5118	422	52	,	,	PUNCT
cblr-5118	422	53	we	we	PRON
cblr-5118	422	54	already	already	ADV
cblr-5118	422	55	see	see	VERB
cblr-5118	422	56	ai	ai	VERB
cblr-5118	422	57	judgment	judgment	NOUN
cblr-5118	422	58	at	at	ADP
cblr-5118	422	59	work	work	NOUN
cblr-5118	422	60	.	.	PUNCT
cblr-5118	423	1	the	the	DET
cblr-5118	423	2	autonomous	autonomous	ADJ
cblr-5118	423	3	vehicle	vehicle	NOUN
cblr-5118	423	4	’s	’s	PART
cblr-5118	423	5	decision	decision	NOUN
cblr-5118	423	6	to	to	PART
cblr-5118	423	7	break	break	VERB
cblr-5118	423	8	or	or	CCONJ
cblr-5118	423	9	not	not	PART
cblr-5118	423	10	,	,	PUNCT
cblr-5118	423	11	for	for	ADP
cblr-5118	423	12	example	example	NOUN
cblr-5118	423	13	,	,	PUNCT
cblr-5118	423	14	combines	combine	VERB
cblr-5118	423	15	data	datum	NOUN
cblr-5118	423	16	gathering	gathering	NOUN
cblr-5118	423	17	and	and	CCONJ
cblr-5118	423	18	analysis	analysis	NOUN
cblr-5118	423	19	,	,	PUNCT
cblr-5118	423	20	prediction	prediction	NOUN
cblr-5118	423	21	,	,	PUNCT
cblr-5118	423	22	judgment	judgment	NOUN
cblr-5118	423	23	,	,	PUNCT
cblr-5118	423	24	and	and	CCONJ
cblr-5118	423	25	action.124	action.124	ADV
cblr-5118	423	26	of	of	ADP
cblr-5118	423	27	course	course	NOUN
cblr-5118	423	28	,	,	PUNCT
cblr-5118	423	29	even	even	ADV
cblr-5118	423	30	this	this	DET
cblr-5118	423	31	seemingly	seemingly	ADV
cblr-5118	423	32	less	less	ADV
cblr-5118	423	33	complex	complex	ADJ
cblr-5118	423	34	judgment	judgment	NOUN
cblr-5118	423	35	task	task	NOUN
cblr-5118	423	36	can	can	AUX
cblr-5118	423	37	be	be	AUX
cblr-5118	423	38	difficult	difficult	ADJ
cblr-5118	423	39	and	and	CCONJ
cblr-5118	423	40	even	even	ADV
cblr-5118	423	41	involve	involve	VERB
cblr-5118	423	42	philosophical	philosophical	ADJ
cblr-5118	423	43	and	and	CCONJ
cblr-5118	423	44	legal	legal	ADJ
cblr-5118	423	45	conundrums	conundrum	NOUN
cblr-5118	423	46	,	,	PUNCT
cblr-5118	423	47	such	such	ADJ
cblr-5118	423	48	as	as	ADP
cblr-5118	423	49	what	what	PRON
cblr-5118	423	50	course	course	NOUN
cblr-5118	423	51	of	of	ADP
cblr-5118	423	52	action	action	NOUN
cblr-5118	423	53	the	the	DET
cblr-5118	423	54	machine	machine	NOUN
cblr-5118	423	55	should	should	AUX
cblr-5118	423	56	take	take	VERB
cblr-5118	423	57	when	when	SCONJ
cblr-5118	423	58	every	every	DET
cblr-5118	423	59	possible	possible	ADJ
cblr-5118	423	60	option	option	NOUN
cblr-5118	423	61	involves	involve	VERB
cblr-5118	423	62	the	the	DET
cblr-5118	423	63	loss	loss	NOUN
cblr-5118	423	64	of	of	ADP
cblr-5118	423	65	lives	life	NOUN
cblr-5118	423	66	or	or	CCONJ
cblr-5118	423	67	other	other	ADJ
cblr-5118	423	68	harmful	harmful	ADJ
cblr-5118	423	69	consequences	consequence	NOUN
cblr-5118	423	70	to	to	PART
cblr-5118	423	71	third	third	ADJ
cblr-5118	423	72	parties.125	parties.125	NOUN
cblr-5118	423	73	still	still	ADV
cblr-5118	423	74	,	,	PUNCT
cblr-5118	423	75	as	as	SCONJ
cblr-5118	423	76	algorithms	algorithm	NOUN
cblr-5118	423	77	can	can	AUX
cblr-5118	423	78	be	be	AUX
cblr-5118	423	79	fed	feed	VERB
cblr-5118	423	80	any	any	PRON
cblr-5118	423	81	and	and	CCONJ
cblr-5118	423	82	all	all	DET
cblr-5118	423	83	information	information	NOUN
cblr-5118	423	84	that	that	PRON
cblr-5118	423	85	is	be	AUX
cblr-5118	423	86	available	available	ADJ
cblr-5118	423	87	to	to	ADP
cblr-5118	423	88	humans	human	NOUN
cblr-5118	423	89	,	,	PUNCT
cblr-5118	423	90	they	they	PRON
cblr-5118	423	91	should	should	AUX
cblr-5118	423	92	be	be	AUX
cblr-5118	423	93	able	able	ADJ
cblr-5118	423	94	to	to	PART
cblr-5118	423	95	exercise	exercise	VERB
cblr-5118	423	96	judgment	judgment	NOUN
cblr-5118	423	97	that	that	SCONJ
cblr-5118	423	98	at	at	ADV
cblr-5118	423	99	least	least	ADJ
cblr-5118	423	100	matches	match	NOUN
cblr-5118	423	101	,	,	PUNCT
cblr-5118	423	102	and	and	CCONJ
cblr-5118	423	103	likely	likely	ADV
cblr-5118	423	104	even	even	ADV
cblr-5118	423	105	exceeds	exceed	NOUN
cblr-5118	423	106	,	,	PUNCT
cblr-5118	423	107	human	human	ADJ
cblr-5118	423	108	judgment	judgment	NOUN
cblr-5118	423	109	.	.	PUNCT
cblr-5118	424	1	if	if	SCONJ
cblr-5118	424	2	ai	ai	VERB
cblr-5118	424	3	masters	master	NOUN
cblr-5118	424	4	judgment	judgment	NOUN
cblr-5118	424	5	work	work	NOUN
cblr-5118	424	6	,	,	PUNCT
cblr-5118	424	7	it	it	PRON
cblr-5118	424	8	will	will	AUX
cblr-5118	424	9	also	also	ADV
cblr-5118	424	10	be	be	AUX
cblr-5118	424	11	able	able	ADJ
cblr-5118	424	12	to	to	PART
cblr-5118	424	13	engage	engage	VERB
cblr-5118	424	14	in	in	ADP
cblr-5118	424	15	the	the	DET
cblr-5118	424	16	various	various	ADJ
cblr-5118	424	17	non	non	ADJ
cblr-5118	424	18	-	-	ADJ
cblr-5118	424	19	administrative	administrative	ADJ
cblr-5118	424	20	tasks	task	NOUN
cblr-5118	424	21	currently	currently	ADV
cblr-5118	424	22	performed	perform	VERB
cblr-5118	424	23	by	by	ADP
cblr-5118	424	24	corporate	corporate	ADJ
cblr-5118	424	25	directors	director	NOUN
cblr-5118	424	26	and	and	CCONJ
cblr-5118	424	27	managers	manager	NOUN
cblr-5118	424	28	.	.	PUNCT
cblr-5118	425	1	although	although	SCONJ
cblr-5118	425	2	it	it	PRON
cblr-5118	425	3	seems	seem	VERB
cblr-5118	425	4	alien	alien	ADJ
cblr-5118	425	5	to	to	ADP
cblr-5118	425	6	us	we	PRON
cblr-5118	425	7	,	,	PUNCT
cblr-5118	425	8	the	the	DET
cblr-5118	425	9	literature	literature	NOUN
cblr-5118	425	10	outlined	outline	VERB
cblr-5118	425	11	above	above	ADV
cblr-5118	425	12	indicates	indicate	VERB
cblr-5118	425	13	that	that	SCONJ
cblr-5118	425	14	the	the	DET
cblr-5118	425	15	hurdles	hurdle	NOUN
cblr-5118	425	16	in	in	ADP
cblr-5118	425	17	realizing	realize	VERB
cblr-5118	425	18	ai	ai	VERB
cblr-5118	425	19	capable	capable	ADJ
cblr-5118	425	20	of	of	ADP
cblr-5118	425	21	performing	perform	VERB
cblr-5118	425	22	judgment	judgment	NOUN
cblr-5118	425	23	work	work	NOUN
cblr-5118	425	24	are	be	AUX
cblr-5118	425	25	not	not	PART
cblr-5118	425	26	insurmountable	insurmountable	ADJ
cblr-5118	425	27	.	.	PUNCT
cblr-5118	426	1	ai	ai	VERB
cblr-5118	426	2	that	that	PRON
cblr-5118	426	3	effectively	effectively	ADV
cblr-5118	426	4	interacts	interact	VERB
cblr-5118	426	5	with	with	ADP
cblr-5118	426	6	employees	employee	NOUN
cblr-5118	426	7	and	and	CCONJ
cblr-5118	426	8	external	external	ADJ
cblr-5118	426	9	stakeholders	stakeholder	NOUN
cblr-5118	426	10	,	,	PUNCT
cblr-5118	426	11	including	include	VERB
cblr-5118	426	12	investors	investor	NOUN
cblr-5118	426	13	,	,	PUNCT
cblr-5118	426	14	governments	government	NOUN
cblr-5118	426	15	,	,	PUNCT
cblr-5118	426	16	suppliers	supplier	NOUN
cblr-5118	426	17	,	,	PUNCT
cblr-5118	426	18	customers	customer	NOUN
cblr-5118	426	19	,	,	PUNCT
cblr-5118	426	20	and	and	CCONJ
cblr-5118	426	21	communities	community	NOUN
cblr-5118	426	22	,	,	PUNCT
cblr-5118	426	23	will	will	AUX
cblr-5118	426	24	,	,	PUNCT
cblr-5118	426	25	if	if	SCONJ
cblr-5118	426	26	these	these	DET
cblr-5118	426	27	hurdles	hurdle	NOUN
cblr-5118	426	28	are	be	AUX
cblr-5118	426	29	cleared	clear	VERB
cblr-5118	426	30	,	,	PUNCT
cblr-5118	426	31	become	become	VERB
cblr-5118	426	32	reality	reality	NOUN
cblr-5118	426	33	.	.	PUNCT
cblr-5118	427	1	while	while	SCONJ
cblr-5118	427	2	we	we	PRON
cblr-5118	427	3	may	may	AUX
cblr-5118	427	4	intuitively	intuitively	ADV
cblr-5118	427	5	assume	assume	VERB
cblr-5118	427	6	that	that	SCONJ
cblr-5118	427	7	machines	machine	NOUN
cblr-5118	427	8	are	be	AUX
cblr-5118	427	9	worse	bad	ADJ
cblr-5118	427	10	at	at	ADP
cblr-5118	427	11	such	such	ADJ
cblr-5118	427	12	judgment	judgment	NOUN
cblr-5118	427	13	-	-	PUNCT
cblr-5118	427	14	related	relate	VERB
cblr-5118	427	15	tasks	task	NOUN
cblr-5118	427	16	than	than	SCONJ
cblr-5118	427	17	122	122	NUM
cblr-5118	427	18	researchers	researcher	NOUN
cblr-5118	427	19	project	project	VERB
cblr-5118	427	20	that	that	SCONJ
cblr-5118	427	21	silicon	silicon	NOUN
cblr-5118	427	22	-	-	PUNCT
cblr-5118	427	23	based	base	VERB
cblr-5118	427	24	computer	computer	NOUN
cblr-5118	427	25	chips	chip	NOUN
cblr-5118	427	26	in	in	ADP
cblr-5118	427	27	laptops	laptop	NOUN
cblr-5118	427	28	will	will	AUX
cblr-5118	427	29	match	match	VERB
cblr-5118	427	30	the	the	DET
cblr-5118	427	31	power	power	NOUN
cblr-5118	427	32	of	of	ADP
cblr-5118	427	33	a	a	DET
cblr-5118	427	34	human	human	ADJ
cblr-5118	427	35	brain	brain	NOUN
cblr-5118	427	36	in	in	ADP
cblr-5118	427	37	the	the	DET
cblr-5118	427	38	early	early	ADJ
cblr-5118	427	39	2020s	2020	NOUN
cblr-5118	427	40	and	and	CCONJ
cblr-5118	427	41	that	that	SCONJ
cblr-5118	427	42	by	by	ADP
cblr-5118	427	43	2023	2023	NUM
cblr-5118	427	44	even	even	ADV
cblr-5118	427	45	smartphones	smartphone	NOUN
cblr-5118	427	46	will	will	AUX
cblr-5118	427	47	have	have	VERB
cblr-5118	427	48	more	more	ADJ
cblr-5118	427	49	computing	computing	NOUN
cblr-5118	427	50	power	power	NOUN
cblr-5118	427	51	than	than	ADP
cblr-5118	427	52	our	our	PRON
cblr-5118	427	53	brains	brain	NOUN
cblr-5118	427	54	.	.	PUNCT
cblr-5118	428	1	see	see	VERB
cblr-5118	428	2	wadhwa	wadhwa	PROPN
cblr-5118	428	3	&	&	CCONJ
cblr-5118	428	4	salkever	salkever	PROPN
cblr-5118	428	5	,	,	PUNCT
cblr-5118	428	6	supra	supra	PROPN
cblr-5118	428	7	note	note	NOUN
cblr-5118	428	8	54	54	NUM
cblr-5118	428	9	,	,	PUNCT
cblr-5118	428	10	at	at	ADP
cblr-5118	428	11	15–16	15–16	NUM
cblr-5118	428	12	.	.	PUNCT
cblr-5118	429	1	123	123	NUM
cblr-5118	429	2	see	see	VERB
cblr-5118	429	3	mikko	mikko	PROPN
cblr-5118	429	4	alasaarela	alasaarela	PROPN
cblr-5118	429	5	,	,	PUNCT
cblr-5118	429	6	the	the	DET
cblr-5118	429	7	rise	rise	NOUN
cblr-5118	429	8	of	of	ADP
cblr-5118	429	9	emotionally	emotionally	ADV
cblr-5118	429	10	intelligent	intelligent	ADJ
cblr-5118	429	11	ai	ai	NOUN
cblr-5118	429	12	,	,	PUNCT
cblr-5118	429	13	machine	machine	NOUN
cblr-5118	429	14	learnings	learning	NOUN
cblr-5118	429	15	(	(	PUNCT
cblr-5118	429	16	october	october	PROPN
cblr-5118	429	17	9	9	NUM
cblr-5118	429	18	,	,	PUNCT
cblr-5118	429	19	2017	2017	NUM
cblr-5118	429	20	)	)	PUNCT
cblr-5118	429	21	,	,	PUNCT
cblr-5118	429	22	https://machinelearnings.co/therise-of-emotionally-intelligent-ai-fb9a814a630e	https://machinelearnings.co/therise-of-emotionally-intelligent-ai-fb9a814a630e	PROPN
cblr-5118	430	1	[	[	X
cblr-5118	430	2	https://perma.cc/v8hvbgjb	https://perma.cc/v8hvbgjb	X
cblr-5118	430	3	]	]	X
cblr-5118	430	4	.	.	PUNCT
cblr-5118	431	1	124	124	NUM
cblr-5118	431	2	see	see	VERB
cblr-5118	431	3	agrawal	agrawal	PROPN
cblr-5118	431	4	et	et	PROPN
cblr-5118	431	5	al	al	PROPN
cblr-5118	431	6	.	.	PROPN
cblr-5118	431	7	,	,	PUNCT
cblr-5118	431	8	supra	supra	PROPN
cblr-5118	431	9	note	note	NOUN
cblr-5118	431	10	74	74	NUM
cblr-5118	431	11	,	,	PUNCT
cblr-5118	431	12	at	at	ADP
cblr-5118	431	13	24	24	NUM
cblr-5118	431	14	.	.	PUNCT
cblr-5118	432	1	125	125	NUM
cblr-5118	432	2	see	see	NOUN
cblr-5118	432	3	,	,	PUNCT
cblr-5118	432	4	e.g.	e.g.	ADV
cblr-5118	432	5	,	,	PUNCT
cblr-5118	432	6	amy	amy	PROPN
cblr-5118	432	7	maxmen	maxman	NOUN
cblr-5118	432	8	,	,	PUNCT
cblr-5118	432	9	self	self	NOUN
cblr-5118	432	10	-	-	PUNCT
cblr-5118	432	11	driving	drive	VERB
cblr-5118	432	12	car	car	NOUN
cblr-5118	432	13	dilemmas	dilemma	NOUN
cblr-5118	432	14	reveal	reveal	VERB
cblr-5118	432	15	that	that	SCONJ
cblr-5118	432	16	moral	moral	ADJ
cblr-5118	432	17	choices	choice	NOUN
cblr-5118	432	18	are	be	AUX
cblr-5118	432	19	not	not	PART
cblr-5118	432	20	universal	universal	ADJ
cblr-5118	432	21	,	,	PUNCT
cblr-5118	432	22	nature	nature	NOUN
cblr-5118	432	23	(	(	PUNCT
cblr-5118	432	24	oct	oct	PROPN
cblr-5118	432	25	.	.	PROPN
cblr-5118	432	26	24	24	NUM
cblr-5118	432	27	,	,	PUNCT
cblr-5118	432	28	2018	2018	NUM
cblr-5118	432	29	)	)	PUNCT
cblr-5118	432	30	,	,	PUNCT
cblr-5118	432	31	https://www.nature.com/articles/d41586-018-07135-0	https://www.nature.com/articles/d41586-018-07135-0	VERB
cblr-5118	433	1	[	[	X
cblr-5118	433	2	https://perma.cc/84rh-a8n4	https://perma.cc/84rh-a8n4	X
cblr-5118	433	3	]	]	X
cblr-5118	433	4	.	.	PUNCT
cblr-5118	434	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	434	2	(	(	PUNCT
cblr-5118	434	3	do	do	AUX
cblr-5118	434	4	not	not	PART
cblr-5118	434	5	delete	delete	VERB
cblr-5118	434	6	)	)	PUNCT
cblr-5118	434	7	1/8/2020	1/8/2020	NUM
cblr-5118	434	8	4:46	4:46	NUM
cblr-5118	434	9	pm	pm	NOUN
cblr-5118	434	10	no	no	INTJ
cblr-5118	434	11	.	.	PUNCT
cblr-5118	435	1	3:965	3:965	NUM
cblr-5118	435	2	]	]	X
cblr-5118	435	3	corporate	corporate	ADJ
cblr-5118	435	4	management	management	NOUN
cblr-5118	435	5	in	in	ADP
cblr-5118	435	6	the	the	DET
cblr-5118	435	7	age	age	NOUN
cblr-5118	435	8	of	of	ADP
cblr-5118	435	9	ai	ai	PROPN
cblr-5118	435	10	995	995	NUM
cblr-5118	435	11	humans	human	NOUN
cblr-5118	435	12	,	,	PUNCT
cblr-5118	435	13	there	there	PRON
cblr-5118	435	14	is	be	VERB
cblr-5118	435	15	support	support	NOUN
cblr-5118	435	16	for	for	ADP
cblr-5118	435	17	the	the	DET
cblr-5118	435	18	notion	notion	NOUN
cblr-5118	435	19	that	that	SCONJ
cblr-5118	435	20	machines	machine	NOUN
cblr-5118	435	21	will	will	AUX
cblr-5118	435	22	eventually	eventually	ADV
cblr-5118	435	23	exceed	exceed	VERB
cblr-5118	435	24	human	human	ADJ
cblr-5118	435	25	capabilities	capability	NOUN
cblr-5118	435	26	in	in	ADP
cblr-5118	435	27	areas	area	NOUN
cblr-5118	435	28	requiring	require	VERB
cblr-5118	435	29	“	"	PUNCT
cblr-5118	435	30	soft	soft	ADJ
cblr-5118	435	31	skills	skill	NOUN
cblr-5118	435	32	.	.	PUNCT
cblr-5118	435	33	”126	”126	X
cblr-5118	435	34	it	it	PRON
cblr-5118	435	35	is	be	AUX
cblr-5118	435	36	further	far	ADV
cblr-5118	435	37	incorrect	incorrect	ADJ
cblr-5118	435	38	to	to	PART
cblr-5118	435	39	assume	assume	VERB
cblr-5118	435	40	that	that	SCONJ
cblr-5118	435	41	replacing	replace	VERB
cblr-5118	435	42	managerial	managerial	ADJ
cblr-5118	435	43	jobs	job	NOUN
cblr-5118	435	44	is	be	AUX
cblr-5118	435	45	necessarily	necessarily	ADV
cblr-5118	435	46	more	more	ADV
cblr-5118	435	47	difficult	difficult	ADJ
cblr-5118	435	48	than	than	ADP
cblr-5118	435	49	lower	low	ADJ
cblr-5118	435	50	paid	pay	VERB
cblr-5118	435	51	jobs	job	NOUN
cblr-5118	435	52	that	that	PRON
cblr-5118	435	53	are	be	AUX
cblr-5118	435	54	thought	think	VERB
cblr-5118	435	55	to	to	PART
cblr-5118	435	56	require	require	VERB
cblr-5118	435	57	a	a	DET
cblr-5118	435	58	more	more	ADV
cblr-5118	435	59	basic	basic	ADJ
cblr-5118	435	60	skillset	skillset	NOUN
cblr-5118	435	61	.	.	PUNCT
cblr-5118	436	1	while	while	SCONJ
cblr-5118	436	2	that	that	DET
cblr-5118	436	3	hypothesis	hypothesis	NOUN
cblr-5118	436	4	may	may	AUX
cblr-5118	436	5	be	be	AUX
cblr-5118	436	6	true	true	ADJ
cblr-5118	436	7	generally	generally	ADV
cblr-5118	436	8	,	,	PUNCT
cblr-5118	436	9	it	it	PRON
cblr-5118	436	10	is	be	AUX
cblr-5118	436	11	not	not	PART
cblr-5118	436	12	always	always	ADV
cblr-5118	436	13	the	the	DET
cblr-5118	436	14	case	case	NOUN
cblr-5118	436	15	.	.	PUNCT
cblr-5118	437	1	one	one	NUM
cblr-5118	437	2	author	author	NOUN
cblr-5118	437	3	has	have	AUX
cblr-5118	437	4	provided	provide	VERB
cblr-5118	437	5	an	an	DET
cblr-5118	437	6	illustrative	illustrative	ADJ
cblr-5118	437	7	example	example	NOUN
cblr-5118	437	8	to	to	PART
cblr-5118	437	9	support	support	VERB
cblr-5118	437	10	this	this	DET
cblr-5118	437	11	point	point	NOUN
cblr-5118	437	12	.	.	PUNCT
cblr-5118	438	1	“	"	PUNCT
cblr-5118	438	2	from	from	ADP
cblr-5118	438	3	a	a	DET
cblr-5118	438	4	robot	robot	NOUN
cblr-5118	438	5	’s	’s	PART
cblr-5118	438	6	point	point	NOUN
cblr-5118	438	7	of	of	ADP
cblr-5118	438	8	view	view	NOUN
cblr-5118	438	9	,	,	PUNCT
cblr-5118	438	10	”	"	PUNCT
cblr-5118	438	11	byron	byron	PROPN
cblr-5118	438	12	reese	reese	PROPN
cblr-5118	438	13	queried	query	VERB
cblr-5118	438	14	,	,	PUNCT
cblr-5118	438	15	“	"	PUNCT
cblr-5118	438	16	which	which	PRON
cblr-5118	438	17	of	of	ADP
cblr-5118	438	18	these	these	DET
cblr-5118	438	19	jobs	job	NOUN
cblr-5118	438	20	requires	require	VERB
cblr-5118	438	21	more	more	ADJ
cblr-5118	438	22	skill	skill	NOUN
cblr-5118	438	23	:	:	PUNCT
cblr-5118	438	24	a	a	DET
cblr-5118	438	25	waiter	waiter	NOUN
cblr-5118	438	26	or	or	CCONJ
cblr-5118	438	27	a	a	DET
cblr-5118	438	28	highly	highly	ADV
cblr-5118	438	29	trained	train	VERB
cblr-5118	438	30	cardiologist	cardiologist	NOUN
cblr-5118	438	31	who	who	PRON
cblr-5118	438	32	interprets	interpret	VERB
cblr-5118	438	33	ct	ct	NUM
cblr-5118	438	34	scans	scan	NOUN
cblr-5118	438	35	?	?	PUNCT
cblr-5118	438	36	”	"	PUNCT
cblr-5118	439	1	127	127	NUM
cblr-5118	439	2	the	the	DET
cblr-5118	439	3	answer	answer	NOUN
cblr-5118	439	4	is	be	AUX
cblr-5118	439	5	that	that	SCONJ
cblr-5118	439	6	the	the	DET
cblr-5118	439	7	waiter	waiter	NOUN
cblr-5118	439	8	’s	’s	PART
cblr-5118	439	9	job	job	NOUN
cblr-5118	439	10	is	be	AUX
cblr-5118	439	11	more	more	ADV
cblr-5118	439	12	challenging	challenging	ADJ
cblr-5118	439	13	for	for	ADP
cblr-5118	439	14	robots	robot	NOUN
cblr-5118	439	15	.	.	PUNCT
cblr-5118	440	1	the	the	DET
cblr-5118	440	2	waiter	waiter	NOUN
cblr-5118	440	3	has	have	VERB
cblr-5118	440	4	to	to	PART
cblr-5118	440	5	master	master	VERB
cblr-5118	440	6	“	"	PUNCT
cblr-5118	440	7	hundreds	hundred	NOUN
cblr-5118	440	8	of	of	ADP
cblr-5118	440	9	skills	skill	NOUN
cblr-5118	440	10	,	,	PUNCT
cblr-5118	440	11	from	from	ADP
cblr-5118	440	12	spotting	spot	VERB
cblr-5118	440	13	rancid	rancid	NOUN
cblr-5118	440	14	meat	meat	NOUN
cblr-5118	440	15	to	to	ADP
cblr-5118	440	16	cleaning	clean	VERB
cblr-5118	440	17	up	up	ADP
cblr-5118	440	18	baby	baby	NOUN
cblr-5118	440	19	vomit	vomit	NOUN
cblr-5118	440	20	.	.	PUNCT
cblr-5118	441	1	but	but	CCONJ
cblr-5118	441	2	because	because	SCONJ
cblr-5118	441	3	we	we	PRON
cblr-5118	441	4	take	take	VERB
cblr-5118	441	5	all	all	DET
cblr-5118	441	6	those	those	DET
cblr-5118	441	7	things	thing	NOUN
cblr-5118	441	8	for	for	SCONJ
cblr-5118	441	9	granted	grant	VERB
cblr-5118	441	10	,	,	PUNCT
cblr-5118	441	11	we	we	PRON
cblr-5118	441	12	do	do	AUX
cblr-5118	441	13	n’t	not	PART
cblr-5118	441	14	think	think	VERB
cblr-5118	441	15	they	they	PRON
cblr-5118	441	16	are	be	AUX
cblr-5118	441	17	all	all	ADV
cblr-5118	441	18	that	that	ADV
cblr-5118	441	19	hard	hard	ADJ
cblr-5118	441	20	.	.	PUNCT
cblr-5118	442	1	to	to	ADP
cblr-5118	442	2	a	a	DET
cblr-5118	442	3	robot	robot	NOUN
cblr-5118	442	4	,	,	PUNCT
cblr-5118	442	5	the	the	DET
cblr-5118	442	6	radiologist	radiologist	NOUN
cblr-5118	442	7	job	job	NOUN
cblr-5118	442	8	is	be	AUX
cblr-5118	442	9	by	by	ADP
cblr-5118	442	10	comparison	comparison	NOUN
cblr-5118	442	11	a	a	DET
cblr-5118	442	12	cakewalk	cakewalk	NOUN
cblr-5118	442	13	.	.	PUNCT
cblr-5118	443	1	it	it	PRON
cblr-5118	443	2	is	be	AUX
cblr-5118	443	3	just	just	ADV
cblr-5118	443	4	data	datum	NOUN
cblr-5118	443	5	in	in	ADP
cblr-5118	443	6	,	,	PUNCT
cblr-5118	443	7	probabilities	probability	NOUN
cblr-5118	443	8	out	out	ADP
cblr-5118	443	9	.	.	PUNCT
cblr-5118	443	10	”128	”128	PUNCT
cblr-5118	444	1	using	use	VERB
cblr-5118	444	2	a	a	DET
cblr-5118	444	3	variation	variation	NOUN
cblr-5118	444	4	of	of	ADP
cblr-5118	444	5	reese	reese	PROPN
cblr-5118	444	6	’s	’s	PART
cblr-5118	444	7	example	example	NOUN
cblr-5118	444	8	,	,	PUNCT
cblr-5118	444	9	we	we	PRON
cblr-5118	444	10	could	could	AUX
cblr-5118	444	11	ask	ask	VERB
cblr-5118	444	12	:	:	PUNCT
cblr-5118	444	13	what	what	PRON
cblr-5118	444	14	is	be	AUX
cblr-5118	444	15	more	more	ADV
cblr-5118	444	16	difficult	difficult	ADJ
cblr-5118	444	17	for	for	ADP
cblr-5118	444	18	a	a	DET
cblr-5118	444	19	machine	machine	NOUN
cblr-5118	444	20	,	,	PUNCT
cblr-5118	444	21	assuming	assume	VERB
cblr-5118	444	22	the	the	DET
cblr-5118	444	23	role	role	NOUN
cblr-5118	444	24	of	of	ADP
cblr-5118	444	25	a	a	DET
cblr-5118	444	26	waiter	waiter	NOUN
cblr-5118	444	27	,	,	PUNCT
cblr-5118	444	28	or	or	CCONJ
cblr-5118	444	29	a	a	DET
cblr-5118	444	30	corporate	corporate	ADJ
cblr-5118	444	31	manager	manager	NOUN
cblr-5118	444	32	?	?	PUNCT
cblr-5118	445	1	if	if	SCONJ
cblr-5118	445	2	we	we	PRON
cblr-5118	445	3	follow	follow	VERB
cblr-5118	445	4	reese	reese	PROPN
cblr-5118	445	5	’s	’s	PART
cblr-5118	445	6	logic	logic	NOUN
cblr-5118	445	7	,	,	PUNCT
cblr-5118	445	8	managerial	managerial	ADJ
cblr-5118	445	9	tasks	task	NOUN
cblr-5118	445	10	,	,	PUNCT
cblr-5118	445	11	which	which	PRON
cblr-5118	445	12	also	also	ADV
cblr-5118	445	13	often	often	ADV
cblr-5118	445	14	involve	involve	VERB
cblr-5118	445	15	data	datum	NOUN
cblr-5118	445	16	analysis	analysis	NOUN
cblr-5118	445	17	,	,	PUNCT
cblr-5118	445	18	might	might	AUX
cblr-5118	445	19	well	well	ADV
cblr-5118	445	20	be	be	AUX
cblr-5118	445	21	easier	easy	ADJ
cblr-5118	445	22	to	to	PART
cblr-5118	445	23	automate	automate	VERB
cblr-5118	445	24	.	.	PUNCT
cblr-5118	446	1	to	to	PART
cblr-5118	446	2	be	be	AUX
cblr-5118	446	3	sure	sure	ADJ
cblr-5118	446	4	,	,	PUNCT
cblr-5118	446	5	the	the	DET
cblr-5118	446	6	emergence	emergence	NOUN
cblr-5118	446	7	of	of	ADP
cblr-5118	446	8	general	general	ADJ
cblr-5118	446	9	ai	ai	NOUN
cblr-5118	446	10	and	and	CCONJ
cblr-5118	446	11	,	,	PUNCT
cblr-5118	446	12	as	as	ADP
cblr-5118	446	13	a	a	DET
cblr-5118	446	14	next	next	ADJ
cblr-5118	446	15	step	step	NOUN
cblr-5118	446	16	,	,	PUNCT
cblr-5118	446	17	perhaps	perhaps	ADV
cblr-5118	446	18	even	even	ADV
cblr-5118	446	19	superintelligent	superintelligent	ADJ
cblr-5118	446	20	ai	ai	VERB
cblr-5118	446	21	,	,	PUNCT
cblr-5118	446	22	is	be	AUX
cblr-5118	446	23	far	far	ADV
cblr-5118	446	24	from	from	ADP
cblr-5118	446	25	imminent	imminent	ADJ
cblr-5118	446	26	and	and	CCONJ
cblr-5118	446	27	may	may	AUX
cblr-5118	446	28	not	not	PART
cblr-5118	446	29	be	be	AUX
cblr-5118	446	30	achieved	achieve	VERB
cblr-5118	446	31	at	at	ADV
cblr-5118	446	32	all	all	ADV
cblr-5118	446	33	.	.	PUNCT
cblr-5118	447	1	however	however	ADV
cblr-5118	447	2	,	,	PUNCT
cblr-5118	447	3	neither	neither	DET
cblr-5118	447	4	type	type	NOUN
cblr-5118	447	5	is	be	AUX
cblr-5118	447	6	the	the	DET
cblr-5118	447	7	level	level	NOUN
cblr-5118	447	8	of	of	ADP
cblr-5118	447	9	ai	ai	NOUN
cblr-5118	447	10	that	that	PRON
cblr-5118	447	11	is	be	AUX
cblr-5118	447	12	necessarily	necessarily	ADV
cblr-5118	447	13	needed	need	VERB
cblr-5118	447	14	for	for	ADP
cblr-5118	447	15	effective	effective	ADJ
cblr-5118	447	16	corporate	corporate	ADJ
cblr-5118	447	17	management	management	NOUN
cblr-5118	447	18	by	by	ADP
cblr-5118	447	19	machines	machine	NOUN
cblr-5118	447	20	.	.	PUNCT
cblr-5118	448	1	in	in	ADP
cblr-5118	448	2	several	several	ADJ
cblr-5118	448	3	specific	specific	ADJ
cblr-5118	448	4	areas	area	NOUN
cblr-5118	448	5	ai	ai	AUX
cblr-5118	448	6	already	already	ADV
cblr-5118	448	7	outperforms	outperform	VERB
cblr-5118	448	8	human	human	ADJ
cblr-5118	448	9	intelligence	intelligence	NOUN
cblr-5118	448	10	,	,	PUNCT
cblr-5118	448	11	and	and	CCONJ
cblr-5118	448	12	a	a	DET
cblr-5118	448	13	combination	combination	NOUN
cblr-5118	448	14	of	of	ADP
cblr-5118	448	15	different	different	ADJ
cblr-5118	448	16	systems	system	NOUN
cblr-5118	448	17	currently	currently	ADV
cblr-5118	448	18	in	in	ADP
cblr-5118	448	19	use	use	NOUN
cblr-5118	448	20	,	,	PUNCT
cblr-5118	448	21	appropriately	appropriately	ADV
cblr-5118	448	22	improved	improve	VERB
cblr-5118	448	23	,	,	PUNCT
cblr-5118	448	24	could	could	AUX
cblr-5118	448	25	be	be	AUX
cblr-5118	448	26	enough	enough	ADJ
cblr-5118	448	27	to	to	PART
cblr-5118	448	28	replace	replace	VERB
cblr-5118	448	29	managers	manager	NOUN
cblr-5118	448	30	and	and	CCONJ
cblr-5118	448	31	directors	director	NOUN
cblr-5118	448	32	before	before	ADP
cblr-5118	448	33	the	the	DET
cblr-5118	448	34	advent	advent	NOUN
cblr-5118	448	35	of	of	ADP
cblr-5118	448	36	general	general	ADJ
cblr-5118	448	37	ai	ai	NOUN
cblr-5118	448	38	.	.	PUNCT
cblr-5118	449	1	even	even	ADV
cblr-5118	449	2	if	if	SCONJ
cblr-5118	449	3	more	more	ADV
cblr-5118	449	4	advanced	advanced	ADJ
cblr-5118	449	5	ai	ai	NOUN
cblr-5118	449	6	systems	system	NOUN
cblr-5118	449	7	are	be	AUX
cblr-5118	449	8	a	a	DET
cblr-5118	449	9	precondition	precondition	NOUN
cblr-5118	449	10	for	for	ADP
cblr-5118	449	11	corporate	corporate	ADJ
cblr-5118	449	12	management	management	NOUN
cblr-5118	449	13	by	by	ADP
cblr-5118	449	14	machines	machine	NOUN
cblr-5118	449	15	,	,	PUNCT
cblr-5118	449	16	the	the	DET
cblr-5118	449	17	emergence	emergence	NOUN
cblr-5118	449	18	of	of	ADP
cblr-5118	449	19	such	such	ADJ
cblr-5118	449	20	technologies	technology	NOUN
cblr-5118	449	21	may	may	AUX
cblr-5118	449	22	be	be	AUX
cblr-5118	449	23	much	much	ADV
cblr-5118	449	24	closer	close	ADJ
cblr-5118	449	25	than	than	SCONJ
cblr-5118	449	26	we	we	PRON
cblr-5118	449	27	assume	assume	VERB
cblr-5118	449	28	.	.	PUNCT
cblr-5118	450	1	according	accord	VERB
cblr-5118	450	2	to	to	ADP
cblr-5118	450	3	tegmark	tegmark	PROPN
cblr-5118	450	4	,	,	PUNCT
cblr-5118	450	5	leading	lead	VERB
cblr-5118	450	6	ai	ai	NOUN
cblr-5118	450	7	experts	expert	NOUN
cblr-5118	450	8	are	be	AUX
cblr-5118	450	9	divided	divide	VERB
cblr-5118	450	10	on	on	ADP
cblr-5118	450	11	the	the	DET
cblr-5118	450	12	timeframe	timeframe	NOUN
cblr-5118	450	13	for	for	ADP
cblr-5118	450	14	an	an	DET
cblr-5118	450	15	emergence	emergence	NOUN
cblr-5118	450	16	of	of	ADP
cblr-5118	450	17	superhuman	superhuman	ADJ
cblr-5118	450	18	artificial	artificial	ADJ
cblr-5118	450	19	general	general	ADJ
cblr-5118	450	20	126	126	NUM
cblr-5118	450	21	see	see	VERB
cblr-5118	450	22	supra	supra	PROPN
cblr-5118	450	23	notes	note	NOUN
cblr-5118	450	24	106–21	106–21	PROPN
cblr-5118	450	25	and	and	CCONJ
cblr-5118	450	26	accompanying	accompany	VERB
cblr-5118	450	27	text	text	NOUN
cblr-5118	450	28	.	.	PUNCT
cblr-5118	451	1	127	127	NUM
cblr-5118	451	2	reese	reese	PROPN
cblr-5118	451	3	,	,	PUNCT
cblr-5118	451	4	supra	supra	PROPN
cblr-5118	451	5	note	note	PROPN
cblr-5118	451	6	81	81	NUM
cblr-5118	451	7	,	,	PUNCT
cblr-5118	451	8	at	at	ADP
cblr-5118	451	9	107	107	NUM
cblr-5118	451	10	.	.	PUNCT
cblr-5118	451	11	128	128	NUM
cblr-5118	452	1	i	i	PROPN
cblr-5118	452	2	d.	d.	PROPN
cblr-5118	452	3	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	452	4	(	(	PUNCT
cblr-5118	452	5	do	do	AUX
cblr-5118	452	6	not	not	PART
cblr-5118	452	7	delte	delte	VERB
cblr-5118	452	8	)	)	PUNCT
cblr-5118	452	9	1/8/2020	1/8/2020	NUM
cblr-5118	452	10	4:46	4:46	NUM
cblr-5118	452	11	pm	pm	NOUN
cblr-5118	452	12	996	996	NUM
cblr-5118	452	13	columbia	columbia	PROPN
cblr-5118	452	14	business	business	NOUN
cblr-5118	452	15	law	law	PROPN
cblr-5118	452	16	review	review	NOUN
cblr-5118	453	1	[	[	X
cblr-5118	453	2	vol	vol	NOUN
cblr-5118	453	3	.	.	NOUN
cblr-5118	453	4	2019	2019	NUM
cblr-5118	453	5	intelligence	intelligence	NOUN
cblr-5118	453	6	,	,	PUNCT
cblr-5118	453	7	with	with	ADP
cblr-5118	453	8	“	"	PUNCT
cblr-5118	453	9	most	most	ADJ
cblr-5118	453	10	of	of	ADP
cblr-5118	453	11	them	they	PRON
cblr-5118	453	12	making	make	VERB
cblr-5118	453	13	estimates	estimate	NOUN
cblr-5118	453	14	ranging	range	VERB
cblr-5118	453	15	from	from	ADP
cblr-5118	453	16	decades	decade	NOUN
cblr-5118	453	17	to	to	ADP
cblr-5118	453	18	centuries	century	NOUN
cblr-5118	453	19	[	[	X
cblr-5118	453	20	,	,	PUNCT
cblr-5118	453	21	]	]	PUNCT
cblr-5118	453	22	and	and	CCONJ
cblr-5118	453	23	some	some	PRON
cblr-5118	453	24	even	even	ADV
cblr-5118	453	25	guessing	guess	VERB
cblr-5118	453	26	[	[	PUNCT
cblr-5118	453	27	it	it	PRON
cblr-5118	453	28	will	will	AUX
cblr-5118	453	29	]	]	PUNCT
cblr-5118	453	30	never	never	ADV
cblr-5118	453	31	[	[	X
cblr-5118	453	32	emerge].”129	emerge].”129	PROPN
cblr-5118	453	33	bostrom	bostrom	PROPN
cblr-5118	453	34	notes	note	VERB
cblr-5118	453	35	that	that	SCONJ
cblr-5118	453	36	“	"	PUNCT
cblr-5118	453	37	today	today	NOUN
cblr-5118	453	38	,	,	PUNCT
cblr-5118	453	39	futurists	futurist	NOUN
cblr-5118	453	40	who	who	PRON
cblr-5118	453	41	concern	concern	VERB
cblr-5118	453	42	themselves	themselves	PRON
cblr-5118	453	43	with	with	ADP
cblr-5118	453	44	the	the	DET
cblr-5118	453	45	possibility	possibility	NOUN
cblr-5118	453	46	of	of	ADP
cblr-5118	453	47	artificial	artificial	ADJ
cblr-5118	453	48	general	general	ADJ
cblr-5118	453	49	intelligence	intelligence	NOUN
cblr-5118	453	50	still	still	ADV
cblr-5118	453	51	often	often	ADV
cblr-5118	453	52	believe	believe	VERB
cblr-5118	453	53	that	that	SCONJ
cblr-5118	453	54	intelligent	intelligent	ADJ
cblr-5118	453	55	machines	machine	NOUN
cblr-5118	453	56	are	be	AUX
cblr-5118	453	57	a	a	DET
cblr-5118	453	58	couple	couple	NOUN
cblr-5118	453	59	of	of	ADP
cblr-5118	453	60	decades	decade	NOUN
cblr-5118	453	61	away	away	ADV
cblr-5118	453	62	.	.	PUNCT
cblr-5118	453	63	”130	”130	PUNCT
cblr-5118	454	1	however	however	ADV
cblr-5118	454	2	,	,	PUNCT
cblr-5118	454	3	in	in	ADP
cblr-5118	454	4	a	a	DET
cblr-5118	454	5	striking	striking	ADJ
cblr-5118	454	6	account	account	NOUN
cblr-5118	454	7	,	,	PUNCT
cblr-5118	454	8	bostrom	bostrom	PROPN
cblr-5118	454	9	and	and	CCONJ
cblr-5118	454	10	müller	müller	PROPN
cblr-5118	454	11	relate	relate	VERB
cblr-5118	454	12	the	the	DET
cblr-5118	454	13	results	result	NOUN
cblr-5118	454	14	of	of	ADP
cblr-5118	454	15	a	a	DET
cblr-5118	454	16	2013	2013	NUM
cblr-5118	454	17	survey	survey	NOUN
cblr-5118	454	18	conducted	conduct	VERB
cblr-5118	454	19	among	among	ADP
cblr-5118	454	20	170	170	NUM
cblr-5118	454	21	industry	industry	NOUN
cblr-5118	454	22	experts	expert	NOUN
cblr-5118	454	23	.	.	PUNCT
cblr-5118	455	1	in	in	ADP
cblr-5118	455	2	this	this	DET
cblr-5118	455	3	survey	survey	NOUN
cblr-5118	455	4	,	,	PUNCT
cblr-5118	455	5	“	"	PUNCT
cblr-5118	455	6	[	[	X
cblr-5118	455	7	t]he	t]he	ADV
cblr-5118	455	8	median	median	ADJ
cblr-5118	455	9	estimate	estimate	NOUN
cblr-5118	455	10	of	of	ADP
cblr-5118	455	11	respondents	respondent	NOUN
cblr-5118	455	12	was	be	AUX
cblr-5118	455	13	for	for	ADP
cblr-5118	455	14	a	a	DET
cblr-5118	455	15	one	one	NUM
cblr-5118	455	16	in	in	ADP
cblr-5118	455	17	two	two	NUM
cblr-5118	455	18	chance	chance	NOUN
cblr-5118	455	19	that	that	SCONJ
cblr-5118	455	20	high	high	ADJ
cblr-5118	455	21	-	-	PUNCT
cblr-5118	455	22	level	level	NOUN
cblr-5118	455	23	machine	machine	NOUN
cblr-5118	455	24	intelligence	intelligence	NOUN
cblr-5118	455	25	will	will	AUX
cblr-5118	455	26	be	be	AUX
cblr-5118	455	27	developed	develop	VERB
cblr-5118	455	28	around	around	ADP
cblr-5118	455	29	2040	2040	NUM
cblr-5118	455	30	-	-	SYM
cblr-5118	455	31	2050	2050	NUM
cblr-5118	455	32	,	,	PUNCT
cblr-5118	455	33	rising	rise	VERB
cblr-5118	455	34	to	to	ADP
cblr-5118	455	35	a	a	DET
cblr-5118	455	36	nine	nine	NUM
cblr-5118	455	37	in	in	ADP
cblr-5118	455	38	ten	ten	NUM
cblr-5118	455	39	chance	chance	NOUN
cblr-5118	455	40	by	by	ADP
cblr-5118	455	41	2075.”131	2075.”131	NUM
cblr-5118	455	42	further	far	ADV
cblr-5118	455	43	,	,	PUNCT
cblr-5118	455	44	the	the	DET
cblr-5118	455	45	survey	survey	NOUN
cblr-5118	455	46	showed	show	VERB
cblr-5118	455	47	that	that	SCONJ
cblr-5118	455	48	“	"	PUNCT
cblr-5118	455	49	[	[	PUNCT
cblr-5118	455	50	e]xperts	e]xpert	NOUN
cblr-5118	455	51	expect	expect	VERB
cblr-5118	455	52	that	that	SCONJ
cblr-5118	455	53	systems	system	NOUN
cblr-5118	455	54	will	will	AUX
cblr-5118	455	55	move	move	VERB
cblr-5118	455	56	on	on	ADP
cblr-5118	455	57	to	to	PART
cblr-5118	455	58	superintelligence	superintelligence	VERB
cblr-5118	455	59	in	in	ADP
cblr-5118	455	60	less	less	ADJ
cblr-5118	455	61	than	than	ADP
cblr-5118	455	62	30	30	NUM
cblr-5118	455	63	years	year	NOUN
cblr-5118	455	64	thereafter	thereafter	ADV
cblr-5118	455	65	.	.	PUNCT
cblr-5118	456	1	”132	”132	NOUN
cblr-5118	456	2	if	if	SCONJ
cblr-5118	456	3	these	these	DET
cblr-5118	456	4	experts	expert	NOUN
cblr-5118	456	5	are	be	AUX
cblr-5118	456	6	correct	correct	ADJ
cblr-5118	456	7	,	,	PUNCT
cblr-5118	456	8	highly	highly	ADV
cblr-5118	456	9	advanced	advanced	ADJ
cblr-5118	456	10	ai	ai	NOUN
cblr-5118	456	11	could	could	AUX
cblr-5118	456	12	be	be	AUX
cblr-5118	456	13	a	a	DET
cblr-5118	456	14	reality	reality	NOUN
cblr-5118	456	15	in	in	ADP
cblr-5118	456	16	20	20	NUM
cblr-5118	456	17	to	to	PART
cblr-5118	456	18	30	30	NUM
cblr-5118	456	19	years	year	NOUN
cblr-5118	456	20	,	,	PUNCT
cblr-5118	456	21	and	and	CCONJ
cblr-5118	456	22	enormous	enormous	ADJ
cblr-5118	456	23	changes	change	NOUN
cblr-5118	456	24	would	would	AUX
cblr-5118	456	25	thereby	thereby	ADV
cblr-5118	456	26	soon	soon	ADV
cblr-5118	456	27	be	be	AUX
cblr-5118	456	28	upon	upon	SCONJ
cblr-5118	456	29	us	we	PRON
cblr-5118	456	30	.	.	PUNCT
cblr-5118	457	1	iii	iii	X
cblr-5118	457	2	.	.	PUNCT
cblr-5118	457	3	consequences	consequence	NOUN
cblr-5118	457	4	of	of	ADP
cblr-5118	457	5	ai	ai	ADJ
cblr-5118	457	6	management	management	NOUN
cblr-5118	457	7	the	the	DET
cblr-5118	457	8	previous	previous	ADJ
cblr-5118	457	9	part	part	NOUN
cblr-5118	457	10	has	have	AUX
cblr-5118	457	11	argued	argue	VERB
cblr-5118	457	12	that	that	SCONJ
cblr-5118	457	13	“	"	PUNCT
cblr-5118	457	14	management	management	NOUN
cblr-5118	457	15	by	by	ADP
cblr-5118	457	16	machine	machine	NOUN
cblr-5118	457	17	”	"	PUNCT
cblr-5118	457	18	is	be	AUX
cblr-5118	457	19	possible	possible	ADJ
cblr-5118	457	20	—	—	PUNCT
cblr-5118	457	21	that	that	ADV
cblr-5118	457	22	is	is	ADV
cblr-5118	457	23	,	,	PUNCT
cblr-5118	457	24	a	a	DET
cblr-5118	457	25	future	future	NOUN
cblr-5118	457	26	in	in	ADP
cblr-5118	457	27	which	which	PRON
cblr-5118	457	28	ai	ai	VERB
cblr-5118	457	29	will	will	AUX
cblr-5118	457	30	be	be	AUX
cblr-5118	457	31	capable	capable	ADJ
cblr-5118	457	32	of	of	ADP
cblr-5118	457	33	and	and	CCONJ
cblr-5118	457	34	will	will	AUX
cblr-5118	457	35	be	be	AUX
cblr-5118	457	36	used	use	VERB
cblr-5118	457	37	for	for	ADP
cblr-5118	457	38	carrying	carry	VERB
cblr-5118	457	39	out	out	ADP
cblr-5118	457	40	the	the	DET
cblr-5118	457	41	tasks	task	NOUN
cblr-5118	457	42	that	that	PRON
cblr-5118	457	43	today	today	NOUN
cblr-5118	457	44	are	be	AUX
cblr-5118	457	45	entrusted	entrust	VERB
cblr-5118	457	46	to	to	ADP
cblr-5118	457	47	human	human	ADJ
cblr-5118	457	48	directors	director	NOUN
cblr-5118	457	49	and	and	CCONJ
cblr-5118	457	50	managers	manager	NOUN
cblr-5118	457	51	.	.	PUNCT
cblr-5118	458	1	to	to	PART
cblr-5118	458	2	be	be	AUX
cblr-5118	458	3	sure	sure	ADJ
cblr-5118	458	4	,	,	PUNCT
cblr-5118	458	5	there	there	PRON
cblr-5118	458	6	are	be	VERB
cblr-5118	458	7	many	many	ADJ
cblr-5118	458	8	uncertainties	uncertainty	NOUN
cblr-5118	458	9	:	:	PUNCT
cblr-5118	458	10	in	in	ADP
cblr-5118	458	11	addition	addition	NOUN
cblr-5118	458	12	to	to	ADP
cblr-5118	458	13	technological	technological	ADJ
cblr-5118	458	14	issues	issue	NOUN
cblr-5118	458	15	outlined	outline	VERB
cblr-5118	458	16	above	above	ADV
cblr-5118	458	17	,	,	PUNCT
cblr-5118	458	18	it	it	PRON
cblr-5118	458	19	is	be	AUX
cblr-5118	458	20	not	not	PART
cblr-5118	458	21	clear	clear	ADJ
cblr-5118	458	22	whether	whether	SCONJ
cblr-5118	458	23	legislators	legislator	NOUN
cblr-5118	458	24	will	will	AUX
cblr-5118	458	25	allow	allow	VERB
cblr-5118	458	26	“	"	PUNCT
cblr-5118	458	27	ai	ai	VERB
cblr-5118	458	28	management	management	NOUN
cblr-5118	458	29	,	,	PUNCT
cblr-5118	458	30	”	"	PUNCT
cblr-5118	458	31	or	or	CCONJ
cblr-5118	458	32	whether	whether	SCONJ
cblr-5118	458	33	human	human	ADJ
cblr-5118	458	34	corporate	corporate	ADJ
cblr-5118	458	35	promoters	promoter	NOUN
cblr-5118	458	36	will	will	AUX
cblr-5118	458	37	be	be	AUX
cblr-5118	458	38	willing	willing	ADJ
cblr-5118	458	39	to	to	PART
cblr-5118	458	40	appoint	appoint	VERB
cblr-5118	458	41	machines	machine	NOUN
cblr-5118	458	42	to	to	ADP
cblr-5118	458	43	managerial	managerial	ADJ
cblr-5118	458	44	positions	position	NOUN
cblr-5118	458	45	.	.	PUNCT
cblr-5118	459	1	nevertheless	nevertheless	ADV
cblr-5118	459	2	,	,	PUNCT
cblr-5118	459	3	this	this	DET
cblr-5118	459	4	part	part	NOUN
cblr-5118	459	5	proceeds	proceed	VERB
cblr-5118	459	6	on	on	ADP
cblr-5118	459	7	the	the	DET
cblr-5118	459	8	assumption	assumption	NOUN
cblr-5118	459	9	that	that	PRON
cblr-5118	459	10	ai	ai	VERB
cblr-5118	459	11	management	management	NOUN
cblr-5118	459	12	will	will	AUX
cblr-5118	459	13	indeed	indeed	ADV
cblr-5118	459	14	become	become	VERB
cblr-5118	459	15	a	a	DET
cblr-5118	459	16	reality	reality	NOUN
cblr-5118	459	17	and	and	CCONJ
cblr-5118	459	18	,	,	PUNCT
cblr-5118	459	19	on	on	ADP
cblr-5118	459	20	this	this	DET
cblr-5118	459	21	basis	basis	NOUN
cblr-5118	459	22	,	,	PUNCT
cblr-5118	459	23	explores	explore	VERB
cblr-5118	459	24	the	the	DET
cblr-5118	459	25	potential	potential	ADJ
cblr-5118	459	26	corporate	corporate	ADJ
cblr-5118	459	27	governance	governance	NOUN
cblr-5118	459	28	consequences	consequence	NOUN
cblr-5118	459	29	thereof	thereof	ADV
cblr-5118	459	30	.	.	PUNCT
cblr-5118	460	1	in	in	ADP
cblr-5118	460	2	doing	do	VERB
cblr-5118	460	3	so	so	ADV
cblr-5118	460	4	,	,	PUNCT
cblr-5118	460	5	the	the	DET
cblr-5118	460	6	following	follow	VERB
cblr-5118	460	7	sections	section	NOUN
cblr-5118	460	8	will	will	AUX
cblr-5118	460	9	focus	focus	VERB
cblr-5118	460	10	on	on	ADP
cblr-5118	460	11	the	the	DET
cblr-5118	460	12	governance	governance	NOUN
cblr-5118	460	13	/	/	SYM
cblr-5118	460	14	leadership	leadership	NOUN
cblr-5118	460	15	structures	structure	NOUN
cblr-5118	460	16	within	within	ADP
cblr-5118	460	17	129	129	NUM
cblr-5118	460	18	tegmark	tegmark	ADJ
cblr-5118	460	19	,	,	PUNCT
cblr-5118	460	20	supra	supra	PROPN
cblr-5118	460	21	note	note	PROPN
cblr-5118	460	22	108	108	NUM
cblr-5118	460	23	,	,	PUNCT
cblr-5118	460	24	at	at	ADP
cblr-5118	460	25	130	130	NUM
cblr-5118	460	26	.	.	PUNCT
cblr-5118	461	1	130	130	NUM
cblr-5118	461	2	bostrom	bostrom	PROPN
cblr-5118	461	3	,	,	PUNCT
cblr-5118	461	4	supra	supra	PROPN
cblr-5118	461	5	note	note	PROPN
cblr-5118	461	6	107	107	NUM
cblr-5118	461	7	,	,	PUNCT
cblr-5118	461	8	at	at	ADP
cblr-5118	461	9	4	4	NUM
cblr-5118	461	10	(	(	PUNCT
cblr-5118	461	11	footnote	footnote	NOUN
cblr-5118	461	12	omitted	omit	VERB
cblr-5118	461	13	)	)	PUNCT
cblr-5118	461	14	.	.	PUNCT
cblr-5118	462	1	131	131	NUM
cblr-5118	462	2	vincent	vincent	PROPN
cblr-5118	462	3	c.	c.	PROPN
cblr-5118	462	4	müller	müller	PROPN
cblr-5118	462	5	&	&	CCONJ
cblr-5118	462	6	nick	nick	PROPN
cblr-5118	462	7	bostrom	bostrom	PROPN
cblr-5118	462	8	,	,	PUNCT
cblr-5118	462	9	future	future	ADJ
cblr-5118	462	10	progress	progress	NOUN
cblr-5118	462	11	in	in	ADP
cblr-5118	462	12	artificial	artificial	ADJ
cblr-5118	462	13	intelligence	intelligence	NOUN
cblr-5118	462	14	:	:	PUNCT
cblr-5118	462	15	a	a	DET
cblr-5118	462	16	survey	survey	NOUN
cblr-5118	462	17	of	of	ADP
cblr-5118	462	18	expert	expert	ADJ
cblr-5118	462	19	opinion	opinion	NOUN
cblr-5118	462	20	,	,	PUNCT
cblr-5118	462	21	in	in	ADP
cblr-5118	462	22	fundamental	fundamental	ADJ
cblr-5118	462	23	issues	issue	NOUN
cblr-5118	462	24	of	of	ADP
cblr-5118	462	25	artificial	artificial	ADJ
cblr-5118	462	26	intelligence	intelligence	NOUN
cblr-5118	462	27	1	1	NUM
cblr-5118	462	28	(	(	PUNCT
cblr-5118	462	29	vincent	vincent	PROPN
cblr-5118	462	30	c.	c.	PROPN
cblr-5118	462	31	müller	müller	PROPN
cblr-5118	462	32	,	,	PUNCT
cblr-5118	462	33	ed	ed	NOUN
cblr-5118	462	34	.	.	PROPN
cblr-5118	462	35	,	,	PUNCT
cblr-5118	462	36	2016	2016	NUM
cblr-5118	462	37	)	)	PUNCT
cblr-5118	462	38	.	.	PUNCT
cblr-5118	463	1	132	132	NUM
cblr-5118	463	2	i	i	PRON
cblr-5118	463	3	d.	d.	PROPN
cblr-5118	463	4	for	for	ADP
cblr-5118	463	5	a	a	DET
cblr-5118	463	6	summary	summary	NOUN
cblr-5118	463	7	of	of	ADP
cblr-5118	463	8	similar	similar	ADJ
cblr-5118	463	9	surveys	survey	NOUN
cblr-5118	463	10	,	,	PUNCT
cblr-5118	463	11	see	see	VERB
cblr-5118	463	12	also	also	ADV
cblr-5118	463	13	makridakis	makridakis	PROPN
cblr-5118	463	14	,	,	PUNCT
cblr-5118	463	15	supra	supra	PROPN
cblr-5118	463	16	note	note	PROPN
cblr-5118	463	17	105	105	NUM
cblr-5118	463	18	,	,	PUNCT
cblr-5118	463	19	at	at	ADP
cblr-5118	463	20	52	52	NUM
cblr-5118	463	21	.	.	PUNCT
cblr-5118	464	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	464	2	(	(	PUNCT
cblr-5118	464	3	do	do	AUX
cblr-5118	464	4	not	not	PART
cblr-5118	464	5	delete	delete	VERB
cblr-5118	464	6	)	)	PUNCT
cblr-5118	464	7	1/8/2020	1/8/2020	NUM
cblr-5118	464	8	4:46	4:46	NUM
cblr-5118	464	9	pm	pm	NOUN
cblr-5118	464	10	no	no	INTJ
cblr-5118	464	11	.	.	PUNCT
cblr-5118	465	1	3:965	3:965	NUM
cblr-5118	465	2	]	]	X
cblr-5118	465	3	corporate	corporate	ADJ
cblr-5118	465	4	management	management	NOUN
cblr-5118	465	5	in	in	ADP
cblr-5118	465	6	the	the	DET
cblr-5118	465	7	age	age	NOUN
cblr-5118	465	8	of	of	ADP
cblr-5118	465	9	ai	ai	PROPN
cblr-5118	465	10	997	997	NUM
cblr-5118	465	11	corporations	corporation	NOUN
cblr-5118	465	12	;	;	PUNCT
cblr-5118	465	13	the	the	DET
cblr-5118	465	14	impact	impact	NOUN
cblr-5118	465	15	of	of	ADP
cblr-5118	465	16	ai	ai	VERB
cblr-5118	465	17	on	on	ADP
cblr-5118	465	18	directors	director	NOUN
cblr-5118	465	19	’	'	PUNCT
cblr-5118	465	20	and	and	CCONJ
cblr-5118	465	21	officers	officer	NOUN
cblr-5118	465	22	’	’	PART
cblr-5118	465	23	personal	personal	ADJ
cblr-5118	465	24	liability	liability	NOUN
cblr-5118	465	25	;	;	PUNCT
cblr-5118	465	26	ai	ai	ADJ
cblr-5118	465	27	-	-	PUNCT
cblr-5118	465	28	related	relate	VERB
cblr-5118	465	29	consequences	consequence	NOUN
cblr-5118	465	30	pertaining	pertain	VERB
cblr-5118	465	31	to	to	ADP
cblr-5118	465	32	the	the	DET
cblr-5118	465	33	corporate	corporate	ADJ
cblr-5118	465	34	purpose	purpose	NOUN
cblr-5118	465	35	;	;	PUNCT
cblr-5118	465	36	and	and	CCONJ
cblr-5118	465	37	the	the	DET
cblr-5118	465	38	emergence	emergence	NOUN
cblr-5118	465	39	of	of	ADP
cblr-5118	465	40	algorithmic	algorithmic	ADJ
cblr-5118	465	41	and	and	CCONJ
cblr-5118	465	42	leaderless	leaderless	ADJ
cblr-5118	465	43	entities	entity	NOUN
cblr-5118	465	44	.	.	PUNCT
cblr-5118	466	1	the	the	DET
cblr-5118	466	2	discussion	discussion	NOUN
cblr-5118	466	3	hypothesizes	hypothesize	VERB
cblr-5118	466	4	that	that	SCONJ
cblr-5118	466	5	a	a	DET
cblr-5118	466	6	radically	radically	ADV
cblr-5118	466	7	different	different	ADJ
cblr-5118	466	8	framework	framework	NOUN
cblr-5118	466	9	of	of	ADP
cblr-5118	466	10	corporate	corporate	ADJ
cblr-5118	466	11	management	management	NOUN
cblr-5118	466	12	lies	lie	VERB
cblr-5118	466	13	ahead	ahead	ADV
cblr-5118	466	14	.	.	PUNCT
cblr-5118	467	1	a.	a.	NOUN
cblr-5118	467	2	corporate	corporate	ADJ
cblr-5118	467	3	boards	board	NOUN
cblr-5118	467	4	1	1	NUM
cblr-5118	467	5	.	.	PUNCT
cblr-5118	467	6	boards	board	NOUN
cblr-5118	467	7	today	today	NOUN
cblr-5118	467	8	a	a	DET
cblr-5118	467	9	fundamental	fundamental	ADJ
cblr-5118	467	10	feature	feature	NOUN
cblr-5118	467	11	of	of	ADP
cblr-5118	467	12	today	today	NOUN
cblr-5118	467	13	’s	’s	PART
cblr-5118	467	14	board	board	NOUN
cblr-5118	467	15	is	be	AUX
cblr-5118	467	16	its	its	PRON
cblr-5118	467	17	prevailing	prevail	VERB
cblr-5118	467	18	structure	structure	NOUN
cblr-5118	467	19	as	as	ADP
cblr-5118	467	20	a	a	DET
cblr-5118	467	21	governance	governance	NOUN
cblr-5118	467	22	entity	entity	NOUN
cblr-5118	467	23	consisting	consist	VERB
cblr-5118	467	24	of	of	ADP
cblr-5118	467	25	(	(	PUNCT
cblr-5118	467	26	1	1	X
cblr-5118	467	27	)	)	PUNCT
cblr-5118	467	28	individual	individual	ADJ
cblr-5118	467	29	human	human	ADJ
cblr-5118	467	30	actors	actor	NOUN
cblr-5118	467	31	(	(	PUNCT
cblr-5118	467	32	as	as	SCONJ
cblr-5118	467	33	opposed	oppose	VERB
cblr-5118	467	34	to	to	ADP
cblr-5118	467	35	legal	legal	ADJ
cblr-5118	467	36	entities	entity	NOUN
cblr-5118	467	37	)	)	PUNCT
cblr-5118	467	38	that	that	SCONJ
cblr-5118	467	39	(	(	PUNCT
cblr-5118	467	40	2	2	X
cblr-5118	467	41	)	)	PUNCT
cblr-5118	467	42	work	work	NOUN
cblr-5118	467	43	as	as	ADP
cblr-5118	467	44	a	a	DET
cblr-5118	467	45	collective	collective	ADJ
cblr-5118	467	46	body	body	NOUN
cblr-5118	467	47	or	or	CCONJ
cblr-5118	467	48	team	team	NOUN
cblr-5118	467	49	.	.	PUNCT
cblr-5118	468	1	both	both	DET
cblr-5118	468	2	elements	element	NOUN
cblr-5118	468	3	are	be	AUX
cblr-5118	468	4	,	,	PUNCT
cblr-5118	468	5	as	as	SCONJ
cblr-5118	468	6	the	the	DET
cblr-5118	468	7	subsequent	subsequent	ADJ
cblr-5118	468	8	section	section	NOUN
cblr-5118	468	9	will	will	AUX
cblr-5118	468	10	show	show	VERB
cblr-5118	468	11	,	,	PUNCT
cblr-5118	468	12	in	in	ADP
cblr-5118	468	13	contradiction	contradiction	NOUN
cblr-5118	468	14	to	to	ADP
cblr-5118	468	15	what	what	DET
cblr-5118	468	16	boards	board	NOUN
cblr-5118	468	17	will	will	AUX
cblr-5118	468	18	likely	likely	ADV
cblr-5118	468	19	look	look	VERB
cblr-5118	468	20	like	like	ADP
cblr-5118	468	21	in	in	ADP
cblr-5118	468	22	a	a	DET
cblr-5118	468	23	future	future	NOUN
cblr-5118	468	24	dominated	dominate	VERB
cblr-5118	468	25	by	by	ADP
cblr-5118	468	26	ai	ai	PROPN
cblr-5118	468	27	.	.	PUNCT
cblr-5118	469	1	the	the	DET
cblr-5118	469	2	first	first	ADJ
cblr-5118	469	3	fundamental	fundamental	ADJ
cblr-5118	469	4	feature	feature	NOUN
cblr-5118	469	5	of	of	ADP
cblr-5118	469	6	modern	modern	ADJ
cblr-5118	469	7	boards	board	NOUN
cblr-5118	469	8	is	be	AUX
cblr-5118	469	9	a	a	DET
cblr-5118	469	10	result	result	NOUN
cblr-5118	469	11	of	of	ADP
cblr-5118	469	12	the	the	DET
cblr-5118	469	13	fact	fact	NOUN
cblr-5118	469	14	that	that	SCONJ
cblr-5118	469	15	corporate	corporate	ADJ
cblr-5118	469	16	laws	law	NOUN
cblr-5118	469	17	typically	typically	ADV
cblr-5118	469	18	preclude	preclude	VERB
cblr-5118	469	19	non	non	ADJ
cblr-5118	469	20	-	-	ADJ
cblr-5118	469	21	human	human	ADJ
cblr-5118	469	22	actors	actor	NOUN
cblr-5118	469	23	from	from	ADP
cblr-5118	469	24	sitting	sit	VERB
cblr-5118	469	25	on	on	ADP
cblr-5118	469	26	boards	board	NOUN
cblr-5118	469	27	.	.	PUNCT
cblr-5118	470	1	only	only	ADJ
cblr-5118	470	2	natural	natural	ADJ
cblr-5118	470	3	persons	person	NOUN
cblr-5118	470	4	are	be	AUX
cblr-5118	470	5	allowed	allow	VERB
cblr-5118	470	6	to	to	PART
cblr-5118	470	7	serve	serve	VERB
cblr-5118	470	8	as	as	ADP
cblr-5118	470	9	directors	director	NOUN
cblr-5118	470	10	of	of	ADP
cblr-5118	470	11	a	a	DET
cblr-5118	470	12	corporation	corporation	NOUN
cblr-5118	470	13	in	in	ADP
cblr-5118	470	14	all	all	DET
cblr-5118	470	15	u.s	u.s	PROPN
cblr-5118	470	16	.	.	PROPN
cblr-5118	470	17	states	state	NOUN
cblr-5118	470	18	and	and	CCONJ
cblr-5118	470	19	“	"	PUNCT
cblr-5118	470	20	most	most	ADJ
cblr-5118	470	21	other	other	ADJ
cblr-5118	470	22	major	major	ADJ
cblr-5118	470	23	capitalist	capitalist	ADJ
cblr-5118	470	24	economies	economy	NOUN
cblr-5118	470	25	.	.	PUNCT
cblr-5118	471	1	”133	”133	VERB
cblr-5118	471	2	for	for	ADP
cblr-5118	471	3	their	their	PRON
cblr-5118	471	4	part	part	NOUN
cblr-5118	471	5	,	,	PUNCT
cblr-5118	471	6	both	both	CCONJ
cblr-5118	471	7	the	the	DET
cblr-5118	471	8	dgcl	dgcl	NOUN
cblr-5118	471	9	and	and	CCONJ
cblr-5118	471	10	the	the	DET
cblr-5118	471	11	mbca	mbca	NOUN
cblr-5118	471	12	provide	provide	VERB
cblr-5118	471	13	that	that	SCONJ
cblr-5118	471	14	every	every	DET
cblr-5118	471	15	director	director	NOUN
cblr-5118	471	16	needs	need	VERB
cblr-5118	471	17	to	to	PART
cblr-5118	471	18	be	be	AUX
cblr-5118	471	19	a	a	DET
cblr-5118	471	20	“	"	PUNCT
cblr-5118	471	21	natural	natural	ADJ
cblr-5118	471	22	person,”134	person,”134	NOUN
cblr-5118	471	23	which	which	PRON
cblr-5118	471	24	precludes	preclude	VERB
cblr-5118	471	25	artificial	artificial	ADJ
cblr-5118	471	26	persons	person	NOUN
cblr-5118	471	27	from	from	ADP
cblr-5118	471	28	serving	serve	VERB
cblr-5118	471	29	as	as	ADP
cblr-5118	471	30	board	board	NOUN
cblr-5118	471	31	members.135	members.135	NOUN
cblr-5118	471	32	this	this	DET
cblr-5118	471	33	long	long	ADV
cblr-5118	471	34	-	-	PUNCT
cblr-5118	471	35	standing	stand	VERB
cblr-5118	471	36	restriction	restriction	NOUN
cblr-5118	471	37	is	be	AUX
cblr-5118	471	38	aimed	aim	VERB
cblr-5118	471	39	specifically	specifically	ADV
cblr-5118	471	40	at	at	ADP
cblr-5118	471	41	preventing	prevent	VERB
cblr-5118	471	42	legal	legal	ADJ
cblr-5118	471	43	entities	entity	NOUN
cblr-5118	471	44	and	and	CCONJ
cblr-5118	471	45	business	business	NOUN
cblr-5118	471	46	associations	association	NOUN
cblr-5118	471	47	from	from	ADP
cblr-5118	471	48	acting	act	VERB
cblr-5118	471	49	as	as	ADP
cblr-5118	471	50	board	board	NOUN
cblr-5118	471	51	members.136	members.136	NOUN
cblr-5118	471	52	an	an	DET
cblr-5118	471	53	exception	exception	NOUN
cblr-5118	471	54	to	to	ADP
cblr-5118	471	55	this	this	DET
cblr-5118	471	56	general	general	ADJ
cblr-5118	471	57	rule	rule	NOUN
cblr-5118	471	58	was	be	AUX
cblr-5118	471	59	traditionally	traditionally	ADV
cblr-5118	471	60	found	find	VERB
cblr-5118	471	61	in	in	ADP
cblr-5118	471	62	u.k	u.k	PROPN
cblr-5118	471	63	.	.	PROPN
cblr-5118	471	64	company	company	NOUN
cblr-5118	471	65	law	law	NOUN
cblr-5118	471	66	,	,	PUNCT
cblr-5118	471	67	which	which	PRON
cblr-5118	471	68	allowed	allow	VERB
cblr-5118	471	69	legal	legal	ADJ
cblr-5118	471	70	entities	entity	NOUN
cblr-5118	471	71	to	to	PART
cblr-5118	471	72	use	use	VERB
cblr-5118	471	73	133	133	NUM
cblr-5118	471	74	bainbridge	bainbridge	NOUN
cblr-5118	471	75	,	,	PUNCT
cblr-5118	471	76	supra	supra	PROPN
cblr-5118	471	77	note	note	PROPN
cblr-5118	471	78	22	22	NUM
cblr-5118	471	79	,	,	PUNCT
cblr-5118	471	80	at	at	ADP
cblr-5118	471	81	67	67	NUM
cblr-5118	471	82	(	(	PUNCT
cblr-5118	471	83	providing	provide	VERB
cblr-5118	471	84	references	reference	NOUN
cblr-5118	471	85	to	to	ADP
cblr-5118	471	86	other	other	ADJ
cblr-5118	471	87	u.s	u.s	PROPN
cblr-5118	471	88	.	.	PROPN
cblr-5118	471	89	states	states	PROPN
cblr-5118	471	90	and	and	CCONJ
cblr-5118	471	91	australia	australia	PROPN
cblr-5118	471	92	,	,	PUNCT
cblr-5118	471	93	canada	canada	PROPN
cblr-5118	471	94	,	,	PUNCT
cblr-5118	471	95	and	and	CCONJ
cblr-5118	471	96	new	new	PROPN
cblr-5118	471	97	zealand	zealand	PROPN
cblr-5118	471	98	,	,	PUNCT
cblr-5118	471	99	which	which	PRON
cblr-5118	471	100	all	all	PRON
cblr-5118	471	101	ban	ban	VERB
cblr-5118	471	102	non	non	ADJ
cblr-5118	471	103	-	-	ADJ
cblr-5118	471	104	natural	natural	ADJ
cblr-5118	471	105	persons	person	NOUN
cblr-5118	471	106	from	from	ADP
cblr-5118	471	107	serving	serve	VERB
cblr-5118	471	108	as	as	ADP
cblr-5118	471	109	directors	director	NOUN
cblr-5118	471	110	)	)	PUNCT
cblr-5118	471	111	.	.	PUNCT
cblr-5118	472	1	134	134	NUM
cblr-5118	472	2	del	del	PROPN
cblr-5118	472	3	.	.	PROPN
cblr-5118	472	4	code	code	PROPN
cblr-5118	472	5	ann	ann	PROPN
cblr-5118	472	6	.	.	PROPN
cblr-5118	472	7	,	,	PUNCT
cblr-5118	472	8	tit	tit	NOUN
cblr-5118	472	9	.	.	NOUN
cblr-5118	472	10	8	8	NUM
cblr-5118	472	11	,	,	PUNCT
cblr-5118	472	12	§	§	PROPN
cblr-5118	472	13	141(a	141(a	NUM
cblr-5118	472	14	)	)	PUNCT
cblr-5118	472	15	(	(	PUNCT
cblr-5118	472	16	2018	2018	NUM
cblr-5118	472	17	)	)	PUNCT
cblr-5118	472	18	;	;	PUNCT
cblr-5118	472	19	model	model	NOUN
cblr-5118	472	20	bus	bus	PROPN
cblr-5118	472	21	.	.	PUNCT
cblr-5118	472	22	corp	corp	PROPN
cblr-5118	472	23	.	.	PROPN
cblr-5118	472	24	act	act	PROPN
cblr-5118	472	25	§	§	PROPN
cblr-5118	472	26	8.03(a	8.03(a	PROPN
cblr-5118	472	27	)	)	PUNCT
cblr-5118	472	28	(	(	PUNCT
cblr-5118	472	29	am	be	AUX
cblr-5118	472	30	.	.	PUNCT
cblr-5118	473	1	bar	bar	NOUN
cblr-5118	473	2	ass’n	ass’n	NUM
cblr-5118	473	3	2016	2016	NUM
cblr-5118	473	4	)	)	PUNCT
cblr-5118	473	5	.	.	PUNCT
cblr-5118	474	1	135	135	NUM
cblr-5118	474	2	bainbridge	bainbridge	PROPN
cblr-5118	474	3	,	,	PUNCT
cblr-5118	474	4	supra	supra	PROPN
cblr-5118	474	5	note	note	PROPN
cblr-5118	474	6	22	22	NUM
cblr-5118	474	7	,	,	PUNCT
cblr-5118	474	8	at	at	ADP
cblr-5118	474	9	67	67	NUM
cblr-5118	474	10	n.3	n.3	NOUN
cblr-5118	474	11	.	.	PROPN
cblr-5118	474	12	136	136	NUM
cblr-5118	474	13	see	see	VERB
cblr-5118	474	14	shawn	shawn	PROPN
cblr-5118	474	15	j.	j.	PROPN
cblr-5118	474	16	bayern	bayern	PROPN
cblr-5118	474	17	,	,	PUNCT
cblr-5118	474	18	the	the	DET
cblr-5118	474	19	implications	implication	NOUN
cblr-5118	474	20	of	of	ADP
cblr-5118	474	21	modern	modern	ADJ
cblr-5118	474	22	business	business	NOUN
cblr-5118	474	23	entity	entity	NOUN
cblr-5118	474	24	law	law	NOUN
cblr-5118	474	25	for	for	ADP
cblr-5118	474	26	the	the	DET
cblr-5118	474	27	regulation	regulation	NOUN
cblr-5118	474	28	of	of	ADP
cblr-5118	474	29	autonomous	autonomous	ADJ
cblr-5118	474	30	systems	system	NOUN
cblr-5118	474	31	,	,	PUNCT
cblr-5118	474	32	19	19	NUM
cblr-5118	474	33	stan	stan	NOUN
cblr-5118	474	34	.	.	PUNCT
cblr-5118	475	1	tech	tech	PROPN
cblr-5118	475	2	.	.	PUNCT
cblr-5118	476	1	l.	l.	PROPN
cblr-5118	476	2	rev	rev	PROPN
cblr-5118	476	3	.	.	PROPN
cblr-5118	476	4	93	93	NUM
cblr-5118	476	5	,	,	PUNCT
cblr-5118	476	6	98	98	NUM
cblr-5118	476	7	(	(	PUNCT
cblr-5118	476	8	2015	2015	NUM
cblr-5118	476	9	)	)	PUNCT
cblr-5118	476	10	(	(	PUNCT
cblr-5118	476	11	noting	note	VERB
cblr-5118	476	12	that	that	SCONJ
cblr-5118	476	13	the	the	DET
cblr-5118	476	14	restriction	restriction	NOUN
cblr-5118	476	15	probably	probably	ADV
cblr-5118	476	16	stems	stem	VERB
cblr-5118	476	17	from	from	ADP
cblr-5118	476	18	an	an	DET
cblr-5118	476	19	interest	interest	NOUN
cblr-5118	476	20	to	to	PART
cblr-5118	476	21	provide	provide	VERB
cblr-5118	476	22	“	"	PUNCT
cblr-5118	476	23	clarity	clarity	NOUN
cblr-5118	476	24	in	in	ADP
cblr-5118	476	25	decision	decision	NOUN
cblr-5118	476	26	making	making	NOUN
cblr-5118	476	27	and	and	CCONJ
cblr-5118	476	28	of	of	ADP
cblr-5118	476	29	corporate	corporate	ADJ
cblr-5118	476	30	structure	structure	NOUN
cblr-5118	476	31	”	"	PUNCT
cblr-5118	476	32	)	)	PUNCT
cblr-5118	476	33	.	.	PUNCT
cblr-5118	477	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	477	2	(	(	PUNCT
cblr-5118	477	3	do	do	AUX
cblr-5118	477	4	not	not	PART
cblr-5118	477	5	delte	delte	VERB
cblr-5118	477	6	)	)	PUNCT
cblr-5118	477	7	1/8/2020	1/8/2020	NUM
cblr-5118	477	8	4:46	4:46	NUM
cblr-5118	477	9	pm	pm	NOUN
cblr-5118	477	10	998	998	NUM
cblr-5118	477	11	columbia	columbia	PROPN
cblr-5118	477	12	business	business	NOUN
cblr-5118	477	13	law	law	PROPN
cblr-5118	477	14	review	review	NOUN
cblr-5118	478	1	[	[	X
cblr-5118	478	2	vol	vol	NOUN
cblr-5118	478	3	.	.	PUNCT
cblr-5118	478	4	2019	2019	NUM
cblr-5118	478	5	“	"	PUNCT
cblr-5118	478	6	corporate	corporate	ADJ
cblr-5118	478	7	directors	director	NOUN
cblr-5118	478	8	,	,	PUNCT
cblr-5118	478	9	”	"	PUNCT
cblr-5118	478	10	the	the	DET
cblr-5118	478	11	british	british	ADJ
cblr-5118	478	12	term	term	NOUN
cblr-5118	478	13	for	for	ADP
cblr-5118	478	14	legal	legal	ADJ
cblr-5118	478	15	person	person	NOUN
cblr-5118	478	16	directors	director	NOUN
cblr-5118	478	17	,	,	PUNCT
cblr-5118	478	18	alongside	alongside	ADP
cblr-5118	478	19	at	at	ADV
cblr-5118	478	20	least	least	ADV
cblr-5118	478	21	one	one	NUM
cblr-5118	478	22	human	human	ADJ
cblr-5118	478	23	director.137	director.137	NOUN
cblr-5118	478	24	however	however	ADV
cblr-5118	478	25	,	,	PUNCT
cblr-5118	478	26	this	this	DET
cblr-5118	478	27	exception	exception	NOUN
cblr-5118	478	28	is	be	AUX
cblr-5118	478	29	set	set	VERB
cblr-5118	478	30	to	to	PART
cblr-5118	478	31	disappear	disappear	VERB
cblr-5118	478	32	,	,	PUNCT
cblr-5118	478	33	with	with	ADP
cblr-5118	478	34	the	the	DET
cblr-5118	478	35	u.k	u.k	PROPN
cblr-5118	478	36	.	.	PROPN
cblr-5118	478	37	set	set	VERB
cblr-5118	478	38	to	to	PART
cblr-5118	478	39	join	join	VERB
cblr-5118	478	40	the	the	DET
cblr-5118	478	41	u.s	u.s	PROPN
cblr-5118	478	42	.	.	PROPN
cblr-5118	478	43	and	and	CCONJ
cblr-5118	478	44	other	other	ADJ
cblr-5118	478	45	jurisdictions	jurisdiction	NOUN
cblr-5118	478	46	in	in	ADP
cblr-5118	478	47	barring	bar	VERB
cblr-5118	478	48	non	non	ADJ
cblr-5118	478	49	-	-	ADJ
cblr-5118	478	50	natural	natural	ADJ
cblr-5118	478	51	persons	person	NOUN
cblr-5118	478	52	from	from	ADP
cblr-5118	478	53	board	board	NOUN
cblr-5118	478	54	service.138	service.138	PROPN
cblr-5118	478	55	in	in	ADP
cblr-5118	478	56	contrast	contrast	NOUN
cblr-5118	478	57	to	to	ADP
cblr-5118	478	58	the	the	DET
cblr-5118	478	59	requirement	requirement	NOUN
cblr-5118	478	60	that	that	SCONJ
cblr-5118	478	61	boards	board	NOUN
cblr-5118	478	62	consist	consist	VERB
cblr-5118	478	63	of	of	ADP
cblr-5118	478	64	humans	human	NOUN
cblr-5118	478	65	,	,	PUNCT
cblr-5118	478	66	the	the	DET
cblr-5118	478	67	second	second	ADJ
cblr-5118	478	68	element	element	NOUN
cblr-5118	478	69	characterizing	characterize	VERB
cblr-5118	478	70	today	today	NOUN
cblr-5118	478	71	’s	’s	PART
cblr-5118	478	72	boards	board	NOUN
cblr-5118	478	73	,	,	PUNCT
cblr-5118	478	74	that	that	SCONJ
cblr-5118	478	75	corporate	corporate	ADJ
cblr-5118	478	76	powers	power	NOUN
cblr-5118	478	77	are	be	AUX
cblr-5118	478	78	conferred	confer	VERB
cblr-5118	478	79	upon	upon	SCONJ
cblr-5118	478	80	a	a	DET
cblr-5118	478	81	group	group	NOUN
cblr-5118	478	82	,	,	PUNCT
cblr-5118	478	83	is	be	AUX
cblr-5118	478	84	a	a	DET
cblr-5118	478	85	matter	matter	NOUN
cblr-5118	478	86	of	of	ADP
cblr-5118	478	87	choice	choice	NOUN
cblr-5118	478	88	and	and	CCONJ
cblr-5118	478	89	practice	practice	NOUN
cblr-5118	478	90	—	—	PUNCT
cblr-5118	478	91	not	not	PART
cblr-5118	478	92	necessarily	necessarily	ADV
cblr-5118	478	93	a	a	DET
cblr-5118	478	94	legal	legal	ADJ
cblr-5118	478	95	requirement	requirement	NOUN
cblr-5118	478	96	.	.	PUNCT
cblr-5118	479	1	both	both	DET
cblr-5118	479	2	delaware	delaware	PROPN
cblr-5118	479	3	law	law	PROPN
cblr-5118	479	4	and	and	CCONJ
cblr-5118	479	5	the	the	DET
cblr-5118	479	6	mbca	mbca	NOUN
cblr-5118	479	7	now	now	ADV
cblr-5118	479	8	provide	provide	VERB
cblr-5118	479	9	that	that	SCONJ
cblr-5118	479	10	boards	board	NOUN
cblr-5118	479	11	may	may	AUX
cblr-5118	479	12	consist	consist	VERB
cblr-5118	479	13	of	of	ADP
cblr-5118	479	14	one	one	NUM
cblr-5118	479	15	or	or	CCONJ
cblr-5118	479	16	more	more	ADJ
cblr-5118	479	17	members	member	NOUN
cblr-5118	479	18	,	,	PUNCT
cblr-5118	479	19	thereby	thereby	ADV
cblr-5118	479	20	leaving	leave	VERB
cblr-5118	479	21	open	open	ADJ
cblr-5118	479	22	the	the	DET
cblr-5118	479	23	possibility	possibility	NOUN
cblr-5118	479	24	of	of	ADP
cblr-5118	479	25	one	one	NUM
cblr-5118	479	26	-	-	PUNCT
cblr-5118	479	27	person	person	NOUN
cblr-5118	479	28	boards.139	boards.139	ADJ
cblr-5118	479	29	in	in	ADP
cblr-5118	479	30	contrast	contrast	NOUN
cblr-5118	479	31	,	,	PUNCT
cblr-5118	479	32	corporate	corporate	ADJ
cblr-5118	479	33	law	law	NOUN
cblr-5118	479	34	in	in	ADP
cblr-5118	479	35	the	the	DET
cblr-5118	479	36	united	united	PROPN
cblr-5118	479	37	kingdom	kingdom	PROPN
cblr-5118	479	38	requires	require	VERB
cblr-5118	479	39	public	public	ADJ
cblr-5118	479	40	companies	company	NOUN
cblr-5118	479	41	to	to	PART
cblr-5118	479	42	have	have	VERB
cblr-5118	479	43	at	at	ADV
cblr-5118	479	44	least	least	ADV
cblr-5118	479	45	two	two	NUM
cblr-5118	479	46	directors.140	directors.140	ADJ
cblr-5118	479	47	legal	legal	ADJ
cblr-5118	479	48	requirements	requirement	NOUN
cblr-5118	479	49	notwithstanding	notwithstanding	ADP
cblr-5118	479	50	,	,	PUNCT
cblr-5118	479	51	however	however	ADV
cblr-5118	479	52	,	,	PUNCT
cblr-5118	479	53	larger	large	ADJ
cblr-5118	479	54	companies	company	NOUN
cblr-5118	479	55	in	in	ADP
cblr-5118	479	56	both	both	CCONJ
cblr-5118	479	57	the	the	DET
cblr-5118	479	58	u.s	u.s	PROPN
cblr-5118	479	59	.	.	PROPN
cblr-5118	479	60	and	and	CCONJ
cblr-5118	479	61	u.k	u.k	PROPN
cblr-5118	479	62	.	.	PROPN
cblr-5118	479	63	normally	normally	ADV
cblr-5118	479	64	choose	choose	VERB
cblr-5118	479	65	to	to	PART
cblr-5118	479	66	have	have	VERB
cblr-5118	479	67	multi	multi	ADJ
cblr-5118	479	68	-	-	ADJ
cblr-5118	479	69	member	member	NOUN
cblr-5118	479	70	boards	board	NOUN
cblr-5118	479	71	,	,	PUNCT
cblr-5118	479	72	which	which	PRON
cblr-5118	479	73	,	,	PUNCT
cblr-5118	479	74	in	in	ADP
cblr-5118	479	75	turn	turn	NOUN
cblr-5118	479	76	,	,	PUNCT
cblr-5118	479	77	also	also	ADV
cblr-5118	479	78	form	form	VERB
cblr-5118	479	79	various	various	ADJ
cblr-5118	479	80	multi	multi	ADJ
cblr-5118	479	81	-	-	ADJ
cblr-5118	479	82	member	member	ADJ
cblr-5118	479	83	committees	committee	NOUN
cblr-5118	479	84	.	.	PUNCT
cblr-5118	480	1	the	the	DET
cblr-5118	480	2	assumption	assumption	NOUN
cblr-5118	480	3	that	that	SCONJ
cblr-5118	480	4	boards	board	NOUN
cblr-5118	480	5	are	be	AUX
cblr-5118	480	6	comprised	comprise	VERB
cblr-5118	480	7	of	of	ADP
cblr-5118	480	8	several	several	ADJ
cblr-5118	480	9	members	member	NOUN
cblr-5118	480	10	is	be	AUX
cblr-5118	480	11	also	also	ADV
cblr-5118	480	12	reflected	reflect	VERB
cblr-5118	480	13	in	in	ADP
cblr-5118	480	14	stock	stock	NOUN
cblr-5118	480	15	exchange	exchange	NOUN
cblr-5118	480	16	rules	rule	NOUN
cblr-5118	480	17	,	,	PUNCT
cblr-5118	480	18	such	such	ADJ
cblr-5118	480	19	as	as	ADP
cblr-5118	480	20	the	the	DET
cblr-5118	480	21	nyse	nyse	PROPN
cblr-5118	480	22	listed	list	VERB
cblr-5118	480	23	company	company	NOUN
cblr-5118	480	24	manual	manual	NOUN
cblr-5118	480	25	,	,	PUNCT
cblr-5118	480	26	which	which	PRON
cblr-5118	480	27	are	be	AUX
cblr-5118	480	28	specifically	specifically	ADV
cblr-5118	480	29	geared	gear	VERB
cblr-5118	480	30	towards	towards	ADP
cblr-5118	480	31	large	large	ADJ
cblr-5118	480	32	boards.141	boards.141	ADJ
cblr-5118	480	33	137	137	NUM
cblr-5118	480	34	section	section	NOUN
cblr-5118	480	35	155(1	155(1	NUM
cblr-5118	480	36	)	)	PUNCT
cblr-5118	480	37	of	of	ADP
cblr-5118	480	38	the	the	DET
cblr-5118	480	39	uk	uk	PROPN
cblr-5118	480	40	companies	company	NOUN
cblr-5118	480	41	act	act	VERB
cblr-5118	480	42	2006	2006	NUM
cblr-5118	480	43	provides	provide	VERB
cblr-5118	480	44	that	that	SCONJ
cblr-5118	480	45	“	"	PUNCT
cblr-5118	480	46	[	[	X
cblr-5118	480	47	a	a	X
cblr-5118	480	48	]	]	X
cblr-5118	480	49	company	company	NOUN
cblr-5118	480	50	must	must	AUX
cblr-5118	480	51	have	have	VERB
cblr-5118	480	52	at	at	ADV
cblr-5118	480	53	least	least	ADV
cblr-5118	480	54	one	one	NUM
cblr-5118	480	55	director	director	NOUN
cblr-5118	480	56	who	who	PRON
cblr-5118	480	57	is	be	AUX
cblr-5118	480	58	a	a	DET
cblr-5118	480	59	natural	natural	ADJ
cblr-5118	480	60	person	person	NOUN
cblr-5118	480	61	.	.	PUNCT
cblr-5118	480	62	”	"	PUNCT
cblr-5118	481	1	companies	company	NOUN
cblr-5118	481	2	act	act	VERB
cblr-5118	481	3	2006	2006	NUM
cblr-5118	481	4	,	,	PUNCT
cblr-5118	481	5	c.	c.	PROPN
cblr-5118	481	6	46	46	NUM
cblr-5118	481	7	,	,	PUNCT
cblr-5118	481	8	§	§	PROPN
cblr-5118	481	9	155(1	155(1	NUM
cblr-5118	481	10	)	)	PUNCT
cblr-5118	481	11	(	(	PUNCT
cblr-5118	481	12	uk	uk	PROPN
cblr-5118	481	13	)	)	PUNCT
cblr-5118	481	14	.	.	PUNCT
cblr-5118	482	1	on	on	ADP
cblr-5118	482	2	this	this	PRON
cblr-5118	482	3	,	,	PUNCT
cblr-5118	482	4	see	see	VERB
cblr-5118	482	5	bainbridge	bainbridge	PROPN
cblr-5118	482	6	,	,	PUNCT
cblr-5118	482	7	supra	supra	PROPN
cblr-5118	482	8	note	note	PROPN
cblr-5118	482	9	22	22	NUM
cblr-5118	482	10	,	,	PUNCT
cblr-5118	482	11	at	at	ADP
cblr-5118	482	12	69–70	69–70	NUM
cblr-5118	482	13	(	(	PUNCT
cblr-5118	482	14	noting	note	VERB
cblr-5118	482	15	also	also	ADV
cblr-5118	482	16	that	that	SCONJ
cblr-5118	482	17	in	in	ADP
cblr-5118	482	18	view	view	NOUN
cblr-5118	482	19	of	of	ADP
cblr-5118	482	20	stock	stock	NOUN
cblr-5118	482	21	exchange	exchange	NOUN
cblr-5118	482	22	listing	list	VERB
cblr-5118	482	23	rules	rule	VERB
cblr-5118	482	24	the	the	DET
cblr-5118	482	25	use	use	NOUN
cblr-5118	482	26	of	of	ADP
cblr-5118	482	27	corporate	corporate	ADJ
cblr-5118	482	28	directors	director	NOUN
cblr-5118	482	29	under	under	ADP
cblr-5118	482	30	this	this	DET
cblr-5118	482	31	provision	provision	NOUN
cblr-5118	482	32	of	of	ADP
cblr-5118	482	33	the	the	DET
cblr-5118	482	34	act	act	NOUN
cblr-5118	482	35	seems	seem	VERB
cblr-5118	482	36	to	to	PART
cblr-5118	482	37	be	be	AUX
cblr-5118	482	38	limited	limit	VERB
cblr-5118	482	39	to	to	ADP
cblr-5118	482	40	non	non	ADJ
cblr-5118	482	41	-	-	ADJ
cblr-5118	482	42	public	public	ADJ
cblr-5118	482	43	,	,	PUNCT
cblr-5118	482	44	small	small	ADJ
cblr-5118	482	45	companies	company	NOUN
cblr-5118	482	46	)	)	PUNCT
cblr-5118	482	47	.	.	PUNCT
cblr-5118	483	1	138	138	NUM
cblr-5118	483	2	a	a	DET
cblr-5118	483	3	new	new	ADJ
cblr-5118	483	4	(	(	PUNCT
cblr-5118	483	5	but	but	CCONJ
cblr-5118	483	6	not	not	PART
cblr-5118	483	7	yet	yet	ADV
cblr-5118	483	8	effective	effective	ADJ
cblr-5118	483	9	)	)	PUNCT
cblr-5118	483	10	statute	statute	NOUN
cblr-5118	483	11	provides	provide	VERB
cblr-5118	483	12	that	that	SCONJ
cblr-5118	483	13	,	,	PUNCT
cblr-5118	483	14	subject	subject	ADJ
cblr-5118	483	15	to	to	ADP
cblr-5118	483	16	certain	certain	ADJ
cblr-5118	483	17	exceptions	exception	NOUN
cblr-5118	483	18	,	,	PUNCT
cblr-5118	483	19	as	as	SCONJ
cblr-5118	483	20	a	a	DET
cblr-5118	483	21	general	general	ADJ
cblr-5118	483	22	rule	rule	NOUN
cblr-5118	483	23	directors	director	NOUN
cblr-5118	483	24	must	must	AUX
cblr-5118	483	25	be	be	AUX
cblr-5118	483	26	natural	natural	ADJ
cblr-5118	483	27	persons	person	NOUN
cblr-5118	483	28	.	.	PUNCT
cblr-5118	484	1	see	see	VERB
cblr-5118	484	2	small	small	ADJ
cblr-5118	484	3	business	business	NOUN
cblr-5118	484	4	enterprise	enterprise	NOUN
cblr-5118	484	5	and	and	CCONJ
cblr-5118	484	6	employment	employment	NOUN
cblr-5118	484	7	act	act	PROPN
cblr-5118	484	8	2015	2015	NUM
cblr-5118	484	9	,	,	PUNCT
cblr-5118	484	10	c.	c.	PROPN
cblr-5118	484	11	26	26	NUM
cblr-5118	484	12	,	,	PUNCT
cblr-5118	484	13	§	§	PROPN
cblr-5118	484	14	87(4	87(4	NUM
cblr-5118	484	15	)	)	PUNCT
cblr-5118	484	16	(	(	PUNCT
cblr-5118	484	17	uk	uk	PROPN
cblr-5118	484	18	)	)	PUNCT
cblr-5118	484	19	.	.	PUNCT
cblr-5118	485	1	for	for	ADP
cblr-5118	485	2	further	further	ADJ
cblr-5118	485	3	background	background	NOUN
cblr-5118	485	4	on	on	ADP
cblr-5118	485	5	the	the	DET
cblr-5118	485	6	enactment	enactment	NOUN
cblr-5118	485	7	of	of	ADP
cblr-5118	485	8	this	this	DET
cblr-5118	485	9	provision	provision	NOUN
cblr-5118	485	10	,	,	PUNCT
cblr-5118	485	11	see	see	VERB
cblr-5118	485	12	bainbridge	bainbridge	PROPN
cblr-5118	485	13	,	,	PUNCT
cblr-5118	485	14	supra	supra	PROPN
cblr-5118	485	15	note	note	PROPN
cblr-5118	485	16	22	22	NUM
cblr-5118	485	17	,	,	PUNCT
cblr-5118	485	18	at	at	ADP
cblr-5118	485	19	70–71	70–71	NOUN
cblr-5118	485	20	.	.	PUNCT
cblr-5118	486	1	at	at	ADP
cblr-5118	486	2	the	the	DET
cblr-5118	486	3	time	time	NOUN
cblr-5118	486	4	of	of	ADP
cblr-5118	486	5	writing	writing	NOUN
cblr-5118	486	6	,	,	PUNCT
cblr-5118	486	7	it	it	PRON
cblr-5118	486	8	was	be	AUX
cblr-5118	486	9	not	not	PART
cblr-5118	486	10	clear	clear	ADJ
cblr-5118	486	11	when	when	SCONJ
cblr-5118	486	12	the	the	DET
cblr-5118	486	13	new	new	PROPN
cblr-5118	486	14	u.k	u.k	PROPN
cblr-5118	486	15	.	.	PROPN
cblr-5118	486	16	rules	rule	NOUN
cblr-5118	486	17	on	on	ADP
cblr-5118	486	18	corporate	corporate	ADJ
cblr-5118	486	19	directors	director	NOUN
cblr-5118	486	20	might	might	AUX
cblr-5118	486	21	enter	enter	VERB
cblr-5118	486	22	into	into	ADP
cblr-5118	486	23	force	force	NOUN
cblr-5118	486	24	.	.	PUNCT
cblr-5118	487	1	139	139	NUM
cblr-5118	487	2	see	see	VERB
cblr-5118	487	3	del	del	PROPN
cblr-5118	487	4	.	.	PROPN
cblr-5118	487	5	code	code	PROPN
cblr-5118	487	6	ann	ann	PROPN
cblr-5118	487	7	.	.	PROPN
cblr-5118	487	8	,	,	PUNCT
cblr-5118	487	9	tit	tit	NOUN
cblr-5118	487	10	.	.	NOUN
cblr-5118	487	11	8	8	NUM
cblr-5118	487	12	,	,	PUNCT
cblr-5118	487	13	§	§	PROPN
cblr-5118	487	14	141(b	141(b	PROPN
cblr-5118	487	15	)	)	PUNCT
cblr-5118	487	16	;	;	PUNCT
cblr-5118	487	17	see	see	VERB
cblr-5118	487	18	also	also	ADV
cblr-5118	487	19	§	§	PROPN
cblr-5118	487	20	8.03	8.03	NUM
cblr-5118	487	21	.	.	PUNCT
cblr-5118	488	1	previously	previously	ADV
cblr-5118	488	2	,	,	PUNCT
cblr-5118	488	3	statutory	statutory	ADJ
cblr-5118	488	4	requirements	requirement	NOUN
cblr-5118	488	5	mandating	mandate	VERB
cblr-5118	488	6	a	a	DET
cblr-5118	488	7	minimum	minimum	NOUN
cblr-5118	488	8	of	of	ADP
cblr-5118	488	9	three	three	NUM
cblr-5118	488	10	directors	director	NOUN
cblr-5118	488	11	were	be	AUX
cblr-5118	488	12	common	common	ADJ
cblr-5118	488	13	,	,	PUNCT
cblr-5118	488	14	but	but	CCONJ
cblr-5118	488	15	these	these	PRON
cblr-5118	488	16	have	have	AUX
cblr-5118	488	17	today	today	NOUN
cblr-5118	488	18	largely	largely	ADV
cblr-5118	488	19	disappeared	disappear	VERB
cblr-5118	488	20	today	today	NOUN
cblr-5118	488	21	.	.	PUNCT
cblr-5118	489	1	see	see	VERB
cblr-5118	489	2	stephen	stephen	PROPN
cblr-5118	489	3	m.	m.	PROPN
cblr-5118	489	4	bainbridge	bainbridge	PROPN
cblr-5118	489	5	,	,	PUNCT
cblr-5118	489	6	why	why	SCONJ
cblr-5118	489	7	a	a	DET
cblr-5118	489	8	board	board	NOUN
cblr-5118	489	9	?	?	PUNCT
cblr-5118	490	1	group	group	NOUN
cblr-5118	490	2	decision	decision	NOUN
cblr-5118	490	3	making	make	VERB
cblr-5118	490	4	in	in	ADP
cblr-5118	490	5	corporate	corporate	ADJ
cblr-5118	490	6	governance	governance	NOUN
cblr-5118	490	7	,	,	PUNCT
cblr-5118	490	8	55	55	NUM
cblr-5118	490	9	vand	vand	NOUN
cblr-5118	490	10	.	.	PUNCT
cblr-5118	491	1	l.	l.	PROPN
cblr-5118	491	2	rev	rev	PROPN
cblr-5118	491	3	.	.	PROPN
cblr-5118	491	4	1	1	NUM
cblr-5118	491	5	,	,	PUNCT
cblr-5118	491	6	42	42	NUM
cblr-5118	491	7	(	(	PUNCT
cblr-5118	491	8	2002	2002	NUM
cblr-5118	491	9	)	)	PUNCT
cblr-5118	491	10	.	.	PUNCT
cblr-5118	492	1	140	140	NUM
cblr-5118	492	2	see	see	VERB
cblr-5118	492	3	companies	company	NOUN
cblr-5118	492	4	act	act	VERB
cblr-5118	492	5	2006	2006	NUM
cblr-5118	492	6	,	,	PUNCT
cblr-5118	492	7	c.	c.	PROPN
cblr-5118	492	8	46	46	NUM
cblr-5118	492	9	§	§	PROPN
cblr-5118	492	10	154	154	NUM
cblr-5118	492	11	(	(	PUNCT
cblr-5118	492	12	uk	uk	PROPN
cblr-5118	492	13	)	)	PUNCT
cblr-5118	492	14	.	.	PUNCT
cblr-5118	493	1	141	141	NUM
cblr-5118	493	2	as	as	ADP
cblr-5118	493	3	bainbridge	bainbridge	PROPN
cblr-5118	493	4	and	and	CCONJ
cblr-5118	493	5	henderson	henderson	PROPN
cblr-5118	493	6	note	note	PROPN
cblr-5118	493	7	,	,	PUNCT
cblr-5118	493	8	u.s	u.s	PROPN
cblr-5118	493	9	.	.	PROPN
cblr-5118	493	10	stock	stock	PROPN
cblr-5118	493	11	exchange	exchange	PROPN
cblr-5118	493	12	rules	rule	NOUN
cblr-5118	493	13	and	and	CCONJ
cblr-5118	493	14	federal	federal	ADJ
cblr-5118	493	15	law	law	NOUN
cblr-5118	493	16	such	such	ADJ
cblr-5118	493	17	as	as	ADP
cblr-5118	493	18	rules	rule	NOUN
cblr-5118	493	19	implemented	implement	VERB
cblr-5118	493	20	by	by	ADP
cblr-5118	493	21	the	the	DET
cblr-5118	493	22	sarbanes	sarbanes	PROPN
cblr-5118	493	23	-	-	PUNCT
cblr-5118	493	24	oxley	oxley	ADJ
cblr-5118	493	25	act	act	NOUN
cblr-5118	493	26	and	and	CCONJ
cblr-5118	493	27	the	the	DET
cblr-5118	493	28	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	493	29	(	(	PUNCT
cblr-5118	493	30	do	do	AUX
cblr-5118	493	31	not	not	PART
cblr-5118	493	32	delete	delete	VERB
cblr-5118	493	33	)	)	PUNCT
cblr-5118	493	34	1/8/2020	1/8/2020	NUM
cblr-5118	493	35	4:46	4:46	NUM
cblr-5118	493	36	pm	pm	NOUN
cblr-5118	493	37	no	no	INTJ
cblr-5118	493	38	.	.	PUNCT
cblr-5118	494	1	3:965	3:965	NUM
cblr-5118	494	2	]	]	X
cblr-5118	494	3	corporate	corporate	ADJ
cblr-5118	494	4	management	management	NOUN
cblr-5118	494	5	in	in	ADP
cblr-5118	494	6	the	the	DET
cblr-5118	494	7	age	age	NOUN
cblr-5118	494	8	of	of	ADP
cblr-5118	494	9	ai	ai	PROPN
cblr-5118	494	10	999	999	NUM
cblr-5118	494	11	to	to	PART
cblr-5118	494	12	be	be	AUX
cblr-5118	494	13	sure	sure	ADJ
cblr-5118	494	14	,	,	PUNCT
cblr-5118	494	15	using	use	VERB
cblr-5118	494	16	a	a	DET
cblr-5118	494	17	one	one	NUM
cblr-5118	494	18	-	-	PUNCT
cblr-5118	494	19	person	person	NOUN
cblr-5118	494	20	board	board	NOUN
cblr-5118	494	21	,	,	PUNCT
cblr-5118	494	22	with	with	ADP
cblr-5118	494	23	just	just	ADV
cblr-5118	494	24	one	one	NUM
cblr-5118	494	25	decisionmaker	decisionmaker	NOUN
cblr-5118	494	26	,	,	PUNCT
cblr-5118	494	27	would	would	AUX
cblr-5118	494	28	offer	offer	VERB
cblr-5118	494	29	a	a	DET
cblr-5118	494	30	number	number	NOUN
cblr-5118	494	31	of	of	ADP
cblr-5118	494	32	advantages	advantage	NOUN
cblr-5118	494	33	.	.	PUNCT
cblr-5118	495	1	giving	give	VERB
cblr-5118	495	2	a	a	DET
cblr-5118	495	3	single	single	ADJ
cblr-5118	495	4	individual	individual	ADJ
cblr-5118	495	5	ultimate	ultimate	ADJ
cblr-5118	495	6	power	power	NOUN
cblr-5118	495	7	over	over	ADP
cblr-5118	495	8	a	a	DET
cblr-5118	495	9	company	company	NOUN
cblr-5118	495	10	would	would	AUX
cblr-5118	495	11	offer	offer	VERB
cblr-5118	495	12	enhanced	enhanced	ADJ
cblr-5118	495	13	decisionmaking	decisionmake	VERB
cblr-5118	495	14	efficiency	efficiency	NOUN
cblr-5118	495	15	compared	compare	VERB
cblr-5118	495	16	to	to	ADP
cblr-5118	495	17	consensusbased	consensusbase	VERB
cblr-5118	495	18	processes	process	NOUN
cblr-5118	495	19	;	;	PUNCT
cblr-5118	495	20	circumvent	circumvent	VERB
cblr-5118	495	21	difficulties	difficulty	NOUN
cblr-5118	495	22	in	in	ADP
cblr-5118	495	23	monitoring	monitor	VERB
cblr-5118	495	24	the	the	DET
cblr-5118	495	25	performance	performance	NOUN
cblr-5118	495	26	of	of	ADP
cblr-5118	495	27	individual	individual	ADJ
cblr-5118	495	28	directors	director	NOUN
cblr-5118	495	29	and	and	CCONJ
cblr-5118	495	30	their	their	PRON
cblr-5118	495	31	contributions	contribution	NOUN
cblr-5118	495	32	in	in	ADP
cblr-5118	495	33	multi	multi	ADJ
cblr-5118	495	34	-	-	ADJ
cblr-5118	495	35	member	member	NOUN
cblr-5118	495	36	boards	board	NOUN
cblr-5118	495	37	;	;	PUNCT
cblr-5118	495	38	and	and	CCONJ
cblr-5118	495	39	eradicate	eradicate	VERB
cblr-5118	495	40	potential	potential	ADJ
cblr-5118	495	41	problems	problem	NOUN
cblr-5118	495	42	stemming	stem	VERB
cblr-5118	495	43	from	from	ADP
cblr-5118	495	44	group	group	NOUN
cblr-5118	495	45	dynamics	dynamic	NOUN
cblr-5118	495	46	between	between	ADP
cblr-5118	495	47	individual	individual	ADJ
cblr-5118	495	48	team	team	NOUN
cblr-5118	495	49	members.142	members.142	PRON
cblr-5118	496	1	yet	yet	ADV
cblr-5118	496	2	the	the	DET
cblr-5118	496	3	preference	preference	NOUN
cblr-5118	496	4	in	in	ADP
cblr-5118	496	5	practice	practice	NOUN
cblr-5118	496	6	for	for	ADP
cblr-5118	496	7	collective	collective	ADJ
cblr-5118	496	8	corporate	corporate	ADJ
cblr-5118	496	9	boards	board	NOUN
cblr-5118	496	10	is	be	AUX
cblr-5118	496	11	justified.143	justified.143	NOUN
cblr-5118	496	12	there	there	PRON
cblr-5118	496	13	are	be	VERB
cblr-5118	496	14	various	various	ADJ
cblr-5118	496	15	reasons	reason	NOUN
cblr-5118	496	16	dictating	dictate	VERB
cblr-5118	496	17	the	the	DET
cblr-5118	496	18	superiority	superiority	NOUN
cblr-5118	496	19	of	of	ADP
cblr-5118	496	20	collective	collective	ADJ
cblr-5118	496	21	boards	board	NOUN
cblr-5118	496	22	and	and	CCONJ
cblr-5118	496	23	why	why	SCONJ
cblr-5118	496	24	a	a	DET
cblr-5118	496	25	team	team	NOUN
cblr-5118	496	26	structure	structure	NOUN
cblr-5118	496	27	will	will	AUX
cblr-5118	496	28	,	,	PUNCT
cblr-5118	496	29	on	on	ADP
cblr-5118	496	30	balance	balance	NOUN
cblr-5118	496	31	,	,	PUNCT
cblr-5118	496	32	tend	tend	VERB
cblr-5118	496	33	to	to	PART
cblr-5118	496	34	result	result	VERB
cblr-5118	496	35	in	in	ADP
cblr-5118	496	36	more	more	ADV
cblr-5118	496	37	rational	rational	ADJ
cblr-5118	496	38	,	,	PUNCT
cblr-5118	496	39	higher	high	ADJ
cblr-5118	496	40	quality	quality	NOUN
cblr-5118	496	41	decisions	decision	NOUN
cblr-5118	496	42	.	.	PUNCT
cblr-5118	497	1	first	first	ADV
cblr-5118	497	2	,	,	PUNCT
cblr-5118	497	3	an	an	DET
cblr-5118	497	4	important	important	ADJ
cblr-5118	497	5	cause	cause	NOUN
cblr-5118	497	6	is	be	AUX
cblr-5118	497	7	the	the	DET
cblr-5118	497	8	enhanced	enhanced	ADJ
cblr-5118	497	9	access	access	NOUN
cblr-5118	497	10	to	to	ADP
cblr-5118	497	11	information	information	NOUN
cblr-5118	497	12	by	by	ADP
cblr-5118	497	13	groups	group	NOUN
cblr-5118	497	14	,	,	PUNCT
cblr-5118	497	15	which	which	PRON
cblr-5118	497	16	also	also	ADV
cblr-5118	497	17	translates	translate	VERB
cblr-5118	497	18	into	into	ADP
cblr-5118	497	19	an	an	DET
cblr-5118	497	20	improved	improved	ADJ
cblr-5118	497	21	ability	ability	NOUN
cblr-5118	497	22	to	to	PART
cblr-5118	497	23	overcome	overcome	VERB
cblr-5118	497	24	impediments	impediment	NOUN
cblr-5118	497	25	to	to	ADP
cblr-5118	497	26	optimal	optimal	ADJ
cblr-5118	497	27	decisionmaking	decisionmake	VERB
cblr-5118	497	28	due	due	ADP
cblr-5118	497	29	to	to	ADP
cblr-5118	497	30	cognitive	cognitive	ADJ
cblr-5118	497	31	and	and	CCONJ
cblr-5118	497	32	other	other	ADJ
cblr-5118	497	33	human	human	ADJ
cblr-5118	497	34	limitations	limitation	NOUN
cblr-5118	497	35	(	(	PUNCT
cblr-5118	497	36	“	"	PUNCT
cblr-5118	497	37	bounded	bound	VERB
cblr-5118	497	38	rationality”).144	rationality”).144	PROPN
cblr-5118	497	39	that	that	ADV
cblr-5118	497	40	is	is	ADV
cblr-5118	497	41	,	,	PUNCT
cblr-5118	497	42	when	when	SCONJ
cblr-5118	497	43	forced	force	VERB
cblr-5118	497	44	to	to	PART
cblr-5118	497	45	make	make	VERB
cblr-5118	497	46	decisions	decision	NOUN
cblr-5118	497	47	under	under	ADP
cblr-5118	497	48	complex	complex	ADJ
cblr-5118	497	49	and	and	CCONJ
cblr-5118	497	50	uncertain	uncertain	ADJ
cblr-5118	497	51	conditions	condition	NOUN
cblr-5118	497	52	,	,	PUNCT
cblr-5118	497	53	groups	group	NOUN
cblr-5118	497	54	especially	especially	ADV
cblr-5118	497	55	benefit	benefit	VERB
cblr-5118	497	56	from	from	ADP
cblr-5118	497	57	the	the	DET
cblr-5118	497	58	combined	combine	VERB
cblr-5118	497	59	inputs	input	NOUN
cblr-5118	497	60	of	of	ADP
cblr-5118	497	61	their	their	PRON
cblr-5118	497	62	members	member	NOUN
cblr-5118	497	63	in	in	ADP
cblr-5118	497	64	terms	term	NOUN
cblr-5118	497	65	of	of	ADP
cblr-5118	497	66	knowledge	knowledge	NOUN
cblr-5118	497	67	and	and	CCONJ
cblr-5118	497	68	skills	skill	NOUN
cblr-5118	497	69	,	,	PUNCT
cblr-5118	497	70	which	which	PRON
cblr-5118	497	71	also	also	ADV
cblr-5118	497	72	has	have	VERB
cblr-5118	497	73	the	the	DET
cblr-5118	497	74	positive	positive	ADJ
cblr-5118	497	75	effect	effect	NOUN
cblr-5118	497	76	of	of	ADP
cblr-5118	497	77	reducing	reduce	VERB
cblr-5118	497	78	individual	individual	ADJ
cblr-5118	497	79	biases.145	biases.145	NOUN
cblr-5118	497	80	further	far	ADV
cblr-5118	497	81	,	,	PUNCT
cblr-5118	497	82	the	the	DET
cblr-5118	497	83	collective	collective	PROPN
cblr-5118	497	84	board	board	NOUN
cblr-5118	497	85	model	model	NOUN
cblr-5118	497	86	is	be	AUX
cblr-5118	497	87	useful	useful	ADJ
cblr-5118	497	88	for	for	ADP
cblr-5118	497	89	addressing	address	VERB
cblr-5118	497	90	agency	agency	NOUN
cblr-5118	497	91	costs	cost	NOUN
cblr-5118	497	92	within	within	ADP
cblr-5118	497	93	a	a	DET
cblr-5118	497	94	board	board	NOUN
cblr-5118	497	95	,	,	PUNCT
cblr-5118	497	96	as	as	SCONJ
cblr-5118	497	97	a	a	DET
cblr-5118	497	98	team	team	NOUN
cblr-5118	497	99	of	of	ADP
cblr-5118	497	100	directors	director	NOUN
cblr-5118	497	101	can	can	AUX
cblr-5118	497	102	monitor	monitor	VERB
cblr-5118	497	103	each	each	DET
cblr-5118	497	104	other	other	ADJ
cblr-5118	497	105	and	and	CCONJ
cblr-5118	497	106	their	their	PRON
cblr-5118	497	107	internal	internal	ADJ
cblr-5118	497	108	decisionmaking.146	decisionmaking.146	NOUN
cblr-5118	497	109	finally	finally	ADV
cblr-5118	497	110	,	,	PUNCT
cblr-5118	497	111	having	have	VERB
cblr-5118	497	112	multiple	multiple	ADJ
cblr-5118	497	113	board	board	NOUN
cblr-5118	497	114	members	member	NOUN
cblr-5118	497	115	and	and	CCONJ
cblr-5118	497	116	the	the	DET
cblr-5118	497	117	option	option	NOUN
cblr-5118	497	118	to	to	PART
cblr-5118	497	119	delegate	delegate	VERB
cblr-5118	497	120	tasks	task	NOUN
cblr-5118	497	121	to	to	ADP
cblr-5118	497	122	specific	specific	ADJ
cblr-5118	497	123	members	member	NOUN
cblr-5118	497	124	or	or	CCONJ
cblr-5118	497	125	specialized	specialized	ADJ
cblr-5118	497	126	board	board	NOUN
cblr-5118	497	127	committees	committee	NOUN
cblr-5118	497	128	is	be	AUX
cblr-5118	497	129	suitable	suitable	ADJ
cblr-5118	497	130	for	for	ADP
cblr-5118	497	131	dealing	deal	VERB
cblr-5118	497	132	with	with	ADP
cblr-5118	497	133	the	the	DET
cblr-5118	497	134	dodd	dodd	PROPN
cblr-5118	497	135	frank	frank	PROPN
cblr-5118	497	136	act	act	PROPN
cblr-5118	497	137	implicitly	implicitly	ADV
cblr-5118	497	138	assume	assume	VERB
cblr-5118	497	139	that	that	SCONJ
cblr-5118	497	140	directors	director	NOUN
cblr-5118	497	141	are	be	AUX
cblr-5118	497	142	natural	natural	ADJ
cblr-5118	497	143	persons	person	NOUN
cblr-5118	497	144	.	.	PUNCT
cblr-5118	498	1	see	see	VERB
cblr-5118	498	2	bainbridge	bainbridge	PROPN
cblr-5118	498	3	&	&	CCONJ
cblr-5118	498	4	henderson	henderson	PROPN
cblr-5118	498	5	,	,	PUNCT
cblr-5118	498	6	supra	supra	PROPN
cblr-5118	498	7	note	note	PROPN
cblr-5118	498	8	27	27	NUM
cblr-5118	498	9	,	,	PUNCT
cblr-5118	498	10	at	at	ADP
cblr-5118	498	11	1100–01	1100–01	NUM
cblr-5118	498	12	.	.	PUNCT
cblr-5118	499	1	142	142	NUM
cblr-5118	499	2	see	see	VERB
cblr-5118	499	3	bainbridge	bainbridge	PROPN
cblr-5118	499	4	,	,	PUNCT
cblr-5118	499	5	supra	supra	PROPN
cblr-5118	499	6	note	note	NOUN
cblr-5118	499	7	139	139	NUM
cblr-5118	499	8	,	,	PUNCT
cblr-5118	499	9	at	at	ADP
cblr-5118	499	10	12–41	12–41	NUM
cblr-5118	499	11	.	.	PUNCT
cblr-5118	500	1	143	143	NUM
cblr-5118	500	2	see	see	VERB
cblr-5118	500	3	i	i	PRON
cblr-5118	500	4	d.	d.	PROPN
cblr-5118	500	5	(	(	PUNCT
cblr-5118	500	6	providing	provide	VERB
cblr-5118	500	7	a	a	DET
cblr-5118	500	8	detailed	detailed	ADJ
cblr-5118	500	9	account	account	NOUN
cblr-5118	500	10	of	of	ADP
cblr-5118	500	11	advantages	advantage	NOUN
cblr-5118	500	12	of	of	ADP
cblr-5118	500	13	group	group	NOUN
cblr-5118	500	14	decision	decision	NOUN
cblr-5118	500	15	-	-	PUNCT
cblr-5118	500	16	making	making	NOUN
cblr-5118	500	17	)	)	PUNCT
cblr-5118	500	18	.	.	PUNCT
cblr-5118	501	1	144	144	NUM
cblr-5118	501	2	see	see	VERB
cblr-5118	501	3	i	i	PRON
cblr-5118	501	4	d.	d.	PROPN
cblr-5118	501	5	at	at	ADP
cblr-5118	501	6	19–26	19–26	PROPN
cblr-5118	501	7	(	(	PUNCT
cblr-5118	501	8	explaining	explain	VERB
cblr-5118	501	9	that	that	SCONJ
cblr-5118	501	10	humans	human	NOUN
cblr-5118	501	11	have	have	VERB
cblr-5118	501	12	limited	limit	VERB
cblr-5118	501	13	memory	memory	NOUN
cblr-5118	501	14	,	,	PUNCT
cblr-5118	501	15	computational	computational	ADJ
cblr-5118	501	16	skills	skill	NOUN
cblr-5118	501	17	,	,	PUNCT
cblr-5118	501	18	and	and	CCONJ
cblr-5118	501	19	other	other	ADJ
cblr-5118	501	20	mental	mental	ADJ
cblr-5118	501	21	skills	skill	NOUN
cblr-5118	501	22	resulting	result	VERB
cblr-5118	501	23	in	in	ADP
cblr-5118	501	24	“	"	PUNCT
cblr-5118	501	25	bounded	bounded	ADJ
cblr-5118	501	26	rationality	rationality	NOUN
cblr-5118	501	27	”	"	PUNCT
cblr-5118	501	28	)	)	PUNCT
cblr-5118	501	29	.	.	PUNCT
cblr-5118	502	1	145	145	NUM
cblr-5118	502	2	see	see	VERB
cblr-5118	502	3	i	i	PRON
cblr-5118	502	4	d.	d.	PROPN
cblr-5118	502	5	at	at	ADP
cblr-5118	502	6	21	21	NUM
cblr-5118	502	7	(	(	PUNCT
cblr-5118	502	8	arguing	argue	VERB
cblr-5118	502	9	that	that	SCONJ
cblr-5118	502	10	group	group	NOUN
cblr-5118	502	11	decisionmaking	decisionmake	VERB
cblr-5118	502	12	is	be	AUX
cblr-5118	502	13	an	an	DET
cblr-5118	502	14	adaptive	adaptive	ADJ
cblr-5118	502	15	response	response	NOUN
cblr-5118	502	16	to	to	ADP
cblr-5118	502	17	“	"	PUNCT
cblr-5118	502	18	bounded	bounded	ADJ
cblr-5118	502	19	rationality	rationality	NOUN
cblr-5118	502	20	”	"	PUNCT
cblr-5118	502	21	)	)	PUNCT
cblr-5118	502	22	.	.	PUNCT
cblr-5118	503	1	146	146	NUM
cblr-5118	503	2	see	see	VERB
cblr-5118	503	3	i	i	PRON
cblr-5118	503	4	d.	d.	PROPN
cblr-5118	503	5	at	at	ADP
cblr-5118	503	6	32–41	32–41	NUM
cblr-5118	503	7	.	.	PUNCT
cblr-5118	504	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	504	2	(	(	PUNCT
cblr-5118	504	3	do	do	AUX
cblr-5118	504	4	not	not	PART
cblr-5118	504	5	delte	delte	VERB
cblr-5118	504	6	)	)	PUNCT
cblr-5118	504	7	1/8/2020	1/8/2020	NUM
cblr-5118	504	8	4:46	4:46	NUM
cblr-5118	504	9	pm	pm	NOUN
cblr-5118	504	10	1000	1000	NUM
cblr-5118	504	11	columbia	columbia	PROPN
cblr-5118	504	12	business	business	NOUN
cblr-5118	504	13	law	law	PROPN
cblr-5118	504	14	review	review	NOUN
cblr-5118	505	1	[	[	X
cblr-5118	505	2	vol	vol	NOUN
cblr-5118	505	3	.	.	NOUN
cblr-5118	505	4	2019	2019	NUM
cblr-5118	505	5	complex	complex	ADJ
cblr-5118	505	6	challenges	challenge	NOUN
cblr-5118	505	7	and	and	CCONJ
cblr-5118	505	8	increasing	increase	VERB
cblr-5118	505	9	workload	workload	NOUN
cblr-5118	505	10	faced	face	VERB
cblr-5118	505	11	by	by	ADP
cblr-5118	505	12	today	today	NOUN
cblr-5118	505	13	’s	’s	PART
cblr-5118	505	14	directors.147	directors.147	PROPN
cblr-5118	505	15	while	while	SCONJ
cblr-5118	505	16	collective	collective	ADJ
cblr-5118	505	17	boards	board	NOUN
cblr-5118	505	18	are	be	AUX
cblr-5118	505	19	overall	overall	ADV
cblr-5118	505	20	more	more	ADV
cblr-5118	505	21	beneficial	beneficial	ADJ
cblr-5118	505	22	than	than	ADP
cblr-5118	505	23	relying	rely	VERB
cblr-5118	505	24	on	on	ADP
cblr-5118	505	25	a	a	DET
cblr-5118	505	26	sole	sole	ADJ
cblr-5118	505	27	actor	actor	NOUN
cblr-5118	505	28	/	/	SYM
cblr-5118	505	29	director	director	NOUN
cblr-5118	505	30	,	,	PUNCT
cblr-5118	505	31	it	it	PRON
cblr-5118	505	32	is	be	AUX
cblr-5118	505	33	also	also	ADV
cblr-5118	505	34	true	true	ADJ
cblr-5118	505	35	that	that	SCONJ
cblr-5118	505	36	decisionmaking	decisionmake	VERB
cblr-5118	505	37	processes	process	NOUN
cblr-5118	505	38	by	by	ADP
cblr-5118	505	39	human	human	ADJ
cblr-5118	505	40	collectives	collective	NOUN
cblr-5118	505	41	create	create	VERB
cblr-5118	505	42	certain	certain	ADJ
cblr-5118	505	43	negative	negative	ADJ
cblr-5118	505	44	dynamics	dynamic	NOUN
cblr-5118	505	45	.	.	PUNCT
cblr-5118	506	1	putting	put	VERB
cblr-5118	506	2	a	a	DET
cblr-5118	506	3	group	group	NOUN
cblr-5118	506	4	in	in	ADP
cblr-5118	506	5	charge	charge	NOUN
cblr-5118	506	6	of	of	ADP
cblr-5118	506	7	a	a	DET
cblr-5118	506	8	company	company	NOUN
cblr-5118	506	9	,	,	PUNCT
cblr-5118	506	10	as	as	SCONJ
cblr-5118	506	11	opposed	oppose	VERB
cblr-5118	506	12	to	to	ADP
cblr-5118	506	13	a	a	DET
cblr-5118	506	14	single	single	ADJ
cblr-5118	506	15	individual	individual	NOUN
cblr-5118	506	16	,	,	PUNCT
cblr-5118	506	17	may	may	AUX
cblr-5118	506	18	lead	lead	VERB
cblr-5118	506	19	to	to	ADP
cblr-5118	506	20	difficulties	difficulty	NOUN
cblr-5118	506	21	in	in	ADP
cblr-5118	506	22	monitoring	monitor	VERB
cblr-5118	506	23	and	and	CCONJ
cblr-5118	506	24	measuring	measure	VERB
cblr-5118	506	25	individual	individual	ADJ
cblr-5118	506	26	team	team	NOUN
cblr-5118	506	27	members	member	NOUN
cblr-5118	506	28	’	'	PUNCT
cblr-5118	506	29	performance	performance	NOUN
cblr-5118	506	30	,	,	PUNCT
cblr-5118	506	31	can	can	AUX
cblr-5118	506	32	cause	cause	VERB
cblr-5118	506	33	problems	problem	NOUN
cblr-5118	506	34	that	that	PRON
cblr-5118	506	35	flow	flow	VERB
cblr-5118	506	36	from	from	ADP
cblr-5118	506	37	the	the	DET
cblr-5118	506	38	complexities	complexity	NOUN
cblr-5118	506	39	of	of	ADP
cblr-5118	506	40	interpersonal	interpersonal	ADJ
cblr-5118	506	41	team	team	NOUN
cblr-5118	506	42	dynamics	dynamic	NOUN
cblr-5118	506	43	,	,	PUNCT
cblr-5118	506	44	and	and	CCONJ
cblr-5118	506	45	creates	create	VERB
cblr-5118	506	46	a	a	DET
cblr-5118	506	47	potential	potential	NOUN
cblr-5118	506	48	for	for	ADP
cblr-5118	506	49	free	free	ADJ
cblr-5118	506	50	-	-	PUNCT
cblr-5118	506	51	riding	riding	NOUN
cblr-5118	506	52	on	on	ADP
cblr-5118	506	53	the	the	DET
cblr-5118	506	54	efforts	effort	NOUN
cblr-5118	506	55	of	of	ADP
cblr-5118	506	56	others	other	NOUN
cblr-5118	506	57	by	by	ADP
cblr-5118	506	58	certain	certain	ADJ
cblr-5118	506	59	group	group	NOUN
cblr-5118	506	60	members.148	members.148	NOUN
cblr-5118	506	61	moreover	moreover	ADV
cblr-5118	506	62	,	,	PUNCT
cblr-5118	506	63	a	a	DET
cblr-5118	506	64	particular	particular	ADJ
cblr-5118	506	65	concern	concern	NOUN
cblr-5118	506	66	related	relate	VERB
cblr-5118	506	67	to	to	ADP
cblr-5118	506	68	decisionmaking	decisionmake	VERB
cblr-5118	506	69	in	in	ADP
cblr-5118	506	70	teams	team	NOUN
cblr-5118	506	71	is	be	AUX
cblr-5118	506	72	the	the	DET
cblr-5118	506	73	social	social	ADJ
cblr-5118	506	74	-	-	PUNCT
cblr-5118	506	75	psychological	psychological	ADJ
cblr-5118	506	76	problem	problem	NOUN
cblr-5118	506	77	of	of	ADP
cblr-5118	506	78	“	"	PUNCT
cblr-5118	506	79	groupthink	groupthink	NOUN
cblr-5118	506	80	,	,	PUNCT
cblr-5118	506	81	”	"	PUNCT
cblr-5118	506	82	where	where	SCONJ
cblr-5118	506	83	a	a	DET
cblr-5118	506	84	collective	collective	NOUN
cblr-5118	506	85	’s	’s	PART
cblr-5118	506	86	preference	preference	NOUN
cblr-5118	506	87	for	for	ADP
cblr-5118	506	88	maintaining	maintain	VERB
cblr-5118	506	89	harmony	harmony	NOUN
cblr-5118	506	90	and	and	CCONJ
cblr-5118	506	91	conformity	conformity	NOUN
cblr-5118	506	92	within	within	ADP
cblr-5118	506	93	its	its	PRON
cblr-5118	506	94	group	group	NOUN
cblr-5118	506	95	leads	lead	VERB
cblr-5118	506	96	to	to	ADP
cblr-5118	506	97	irrational	irrational	ADJ
cblr-5118	506	98	or	or	CCONJ
cblr-5118	506	99	dysfunctional	dysfunctional	ADJ
cblr-5118	506	100	decisions.149	decisions.149	NOUN
cblr-5118	506	101	in	in	ADP
cblr-5118	506	102	light	light	NOUN
cblr-5118	506	103	of	of	ADP
cblr-5118	506	104	these	these	DET
cblr-5118	506	105	challenges	challenge	NOUN
cblr-5118	506	106	to	to	ADP
cblr-5118	506	107	the	the	DET
cblr-5118	506	108	model	model	NOUN
cblr-5118	506	109	of	of	ADP
cblr-5118	506	110	the	the	DET
cblr-5118	506	111	collective	collective	PROPN
cblr-5118	506	112	board	board	NOUN
cblr-5118	506	113	,	,	PUNCT
cblr-5118	506	114	countervailing	countervail	VERB
cblr-5118	506	115	board	board	NOUN
cblr-5118	506	116	governance	governance	NOUN
cblr-5118	506	117	practices	practice	NOUN
cblr-5118	506	118	have	have	AUX
cblr-5118	506	119	been	be	AUX
cblr-5118	506	120	developed	develop	VERB
cblr-5118	506	121	.	.	PUNCT
cblr-5118	507	1	two	two	NUM
cblr-5118	507	2	particularly	particularly	ADV
cblr-5118	507	3	significant	significant	ADJ
cblr-5118	507	4	of	of	ADP
cblr-5118	507	5	these	these	DET
cblr-5118	507	6	measures	measure	NOUN
cblr-5118	507	7	are	be	AUX
cblr-5118	507	8	the	the	DET
cblr-5118	507	9	independent	independent	ADJ
cblr-5118	507	10	director	director	NOUN
cblr-5118	507	11	model	model	NOUN
cblr-5118	507	12	and	and	CCONJ
cblr-5118	507	13	—	—	PUNCT
cblr-5118	507	14	more	more	ADV
cblr-5118	507	15	recently	recently	ADV
cblr-5118	507	16	—	—	PUNCT
cblr-5118	507	17	a	a	DET
cblr-5118	507	18	focus	focus	NOUN
cblr-5118	507	19	on	on	ADP
cblr-5118	507	20	board	board	NOUN
cblr-5118	507	21	diversity	diversity	NOUN
cblr-5118	507	22	.	.	PUNCT
cblr-5118	508	1	indeed	indeed	ADV
cblr-5118	508	2	,	,	PUNCT
cblr-5118	508	3	the	the	DET
cblr-5118	508	4	currently	currently	ADV
cblr-5118	508	5	prevailing	prevail	VERB
cblr-5118	508	6	monitoring	monitoring	NOUN
cblr-5118	508	7	board	board	NOUN
cblr-5118	508	8	model	model	NOUN
cblr-5118	508	9	favors	favor	VERB
cblr-5118	508	10	independent	independent	ADJ
cblr-5118	508	11	directors	director	NOUN
cblr-5118	508	12	as	as	ADP
cblr-5118	508	13	a	a	DET
cblr-5118	508	14	way	way	NOUN
cblr-5118	508	15	to	to	PART
cblr-5118	508	16	improve	improve	VERB
cblr-5118	508	17	oversight	oversight	NOUN
cblr-5118	508	18	and	and	CCONJ
cblr-5118	508	19	reduce	reduce	VERB
cblr-5118	508	20	agency	agency	NOUN
cblr-5118	508	21	costs.150	costs.150	VERB
cblr-5118	508	22	independent	independent	ADJ
cblr-5118	508	23	directors	director	NOUN
cblr-5118	508	24	are	be	AUX
cblr-5118	508	25	expected	expect	VERB
cblr-5118	508	26	to	to	PART
cblr-5118	508	27	be	be	AUX
cblr-5118	508	28	better	well	ADV
cblr-5118	508	29	suited	suited	ADJ
cblr-5118	508	30	to	to	PART
cblr-5118	508	31	act	act	VERB
cblr-5118	508	32	as	as	ADP
cblr-5118	508	33	impartial	impartial	ADJ
cblr-5118	508	34	monitors	monitor	NOUN
cblr-5118	508	35	as	as	SCONJ
cblr-5118	508	36	compared	compare	VERB
cblr-5118	508	37	to	to	ADP
cblr-5118	508	38	insiders	insider	NOUN
cblr-5118	508	39	who	who	PRON
cblr-5118	508	40	may	may	AUX
cblr-5118	508	41	be	be	AUX
cblr-5118	508	42	conflicted	conflict	VERB
cblr-5118	508	43	or	or	CCONJ
cblr-5118	508	44	simply	simply	ADV
cblr-5118	508	45	lacking	lack	VERB
cblr-5118	508	46	an	an	DET
cblr-5118	508	47	objective	objective	ADJ
cblr-5118	508	48	view	view	NOUN
cblr-5118	508	49	of	of	ADP
cblr-5118	508	50	the	the	DET
cblr-5118	508	51	companies	company	NOUN
cblr-5118	508	52	they	they	PRON
cblr-5118	508	53	are	be	AUX
cblr-5118	508	54	an	an	DET
cblr-5118	508	55	147	147	NUM
cblr-5118	508	56	see	see	NOUN
cblr-5118	508	57	i	i	PRON
cblr-5118	508	58	d.	d.	PROPN
cblr-5118	508	59	at	at	ADP
cblr-5118	508	60	12–41	12–41	NUM
cblr-5118	508	61	.	.	PUNCT
cblr-5118	509	1	148	148	NUM
cblr-5118	509	2	see	see	VERB
cblr-5118	509	3	i	i	PRON
cblr-5118	509	4	d.	d.	PROPN
cblr-5118	509	5	at	at	ADP
cblr-5118	509	6	28	28	NUM
cblr-5118	509	7	,	,	PUNCT
cblr-5118	509	8	40	40	NUM
cblr-5118	509	9	.	.	NOUN
cblr-5118	509	10	149	149	NUM
cblr-5118	510	1	i	i	PRON
cblr-5118	510	2	d.	d.	PROPN
cblr-5118	510	3	at	at	ADP
cblr-5118	510	4	32	32	NUM
cblr-5118	510	5	(	(	PUNCT
cblr-5118	510	6	footnote	footnote	NOUN
cblr-5118	510	7	omitted	omit	VERB
cblr-5118	510	8	)	)	PUNCT
cblr-5118	510	9	(	(	PUNCT
cblr-5118	510	10	“	"	PUNCT
cblr-5118	510	11	highly	highly	ADV
cblr-5118	510	12	cohesive	cohesive	ADJ
cblr-5118	510	13	groups	group	NOUN
cblr-5118	510	14	.	.	PUNCT
cblr-5118	510	15	.	.	PUNCT
cblr-5118	510	16	.	.	PUNCT
cblr-5118	511	1	value	value	NOUN
cblr-5118	511	2	consensus	consensus	NOUN
cblr-5118	511	3	more	more	ADV
cblr-5118	511	4	than	than	SCONJ
cblr-5118	511	5	they	they	PRON
cblr-5118	511	6	do	do	VERB
cblr-5118	511	7	a	a	DET
cblr-5118	511	8	realistic	realistic	ADJ
cblr-5118	511	9	appraisal	appraisal	NOUN
cblr-5118	511	10	of	of	ADP
cblr-5118	511	11	alternatives	alternative	NOUN
cblr-5118	511	12	.	.	PUNCT
cblr-5118	512	1	in	in	ADP
cblr-5118	512	2	such	such	ADJ
cblr-5118	512	3	groups	group	NOUN
cblr-5118	512	4	,	,	PUNCT
cblr-5118	512	5	groupthink	groupthink	NOUN
cblr-5118	512	6	is	be	AUX
cblr-5118	512	7	an	an	DET
cblr-5118	512	8	adaptive	adaptive	ADJ
cblr-5118	512	9	response	response	NOUN
cblr-5118	512	10	to	to	ADP
cblr-5118	512	11	the	the	DET
cblr-5118	512	12	stresses	stress	NOUN
cblr-5118	512	13	generated	generate	VERB
cblr-5118	512	14	by	by	ADP
cblr-5118	512	15	challenges	challenge	NOUN
cblr-5118	512	16	to	to	ADP
cblr-5118	512	17	group	group	NOUN
cblr-5118	512	18	solidarity	solidarity	NOUN
cblr-5118	512	19	.	.	PUNCT
cblr-5118	513	1	to	to	PART
cblr-5118	513	2	avoid	avoid	VERB
cblr-5118	513	3	those	those	DET
cblr-5118	513	4	stresses	stress	NOUN
cblr-5118	513	5	,	,	PUNCT
cblr-5118	513	6	groups	group	NOUN
cblr-5118	513	7	may	may	AUX
cblr-5118	513	8	strive	strive	VERB
cblr-5118	513	9	for	for	ADP
cblr-5118	513	10	unanimity	unanimity	NOUN
cblr-5118	513	11	even	even	ADV
cblr-5118	513	12	at	at	ADP
cblr-5118	513	13	the	the	DET
cblr-5118	513	14	expense	expense	NOUN
cblr-5118	513	15	of	of	ADP
cblr-5118	513	16	quality	quality	NOUN
cblr-5118	513	17	decision	decision	NOUN
cblr-5118	513	18	making	making	NOUN
cblr-5118	513	19	.	.	PUNCT
cblr-5118	513	20	”	"	PUNCT
cblr-5118	513	21	)	)	PUNCT
cblr-5118	513	22	.	.	PUNCT
cblr-5118	514	1	150	150	NUM
cblr-5118	514	2	see	see	VERB
cblr-5118	514	3	generally	generally	ADV
cblr-5118	514	4	jeffrey	jeffrey	PROPN
cblr-5118	514	5	n.	n.	PROPN
cblr-5118	514	6	gordon	gordon	PROPN
cblr-5118	514	7	,	,	PUNCT
cblr-5118	514	8	the	the	DET
cblr-5118	514	9	rise	rise	NOUN
cblr-5118	514	10	of	of	ADP
cblr-5118	514	11	independent	independent	ADJ
cblr-5118	514	12	directors	director	NOUN
cblr-5118	514	13	in	in	ADP
cblr-5118	514	14	the	the	DET
cblr-5118	514	15	united	united	PROPN
cblr-5118	514	16	states	states	PROPN
cblr-5118	514	17	,	,	PUNCT
cblr-5118	514	18	1950	1950	NUM
cblr-5118	514	19	-	-	SYM
cblr-5118	514	20	2005	2005	NUM
cblr-5118	514	21	:	:	PUNCT
cblr-5118	514	22	of	of	ADP
cblr-5118	514	23	shareholder	shareholder	NOUN
cblr-5118	514	24	value	value	NOUN
cblr-5118	514	25	and	and	CCONJ
cblr-5118	514	26	stock	stock	NOUN
cblr-5118	514	27	market	market	NOUN
cblr-5118	514	28	prices	price	NOUN
cblr-5118	514	29	,	,	PUNCT
cblr-5118	514	30	59	59	NUM
cblr-5118	514	31	stan	stan	PROPN
cblr-5118	514	32	.	.	PUNCT
cblr-5118	515	1	l.	l.	PROPN
cblr-5118	515	2	rev	rev	PROPN
cblr-5118	515	3	.	.	PROPN
cblr-5118	515	4	1465	1465	NUM
cblr-5118	515	5	(	(	PUNCT
cblr-5118	515	6	2007	2007	NUM
cblr-5118	515	7	)	)	PUNCT
cblr-5118	515	8	.	.	PUNCT
cblr-5118	516	1	independent	independent	ADJ
cblr-5118	516	2	directors	director	NOUN
cblr-5118	516	3	are	be	AUX
cblr-5118	516	4	individuals	individual	NOUN
cblr-5118	516	5	that	that	PRON
cblr-5118	516	6	have	have	VERB
cblr-5118	516	7	no	no	DET
cblr-5118	516	8	employment	employment	NOUN
cblr-5118	516	9	status	status	NOUN
cblr-5118	516	10	or	or	CCONJ
cblr-5118	516	11	personal	personal	ADJ
cblr-5118	516	12	and	and	CCONJ
cblr-5118	516	13	other	other	ADJ
cblr-5118	516	14	affiliations	affiliation	NOUN
cblr-5118	516	15	to	to	ADP
cblr-5118	516	16	the	the	DET
cblr-5118	516	17	corporation	corporation	NOUN
cblr-5118	516	18	.	.	PUNCT
cblr-5118	517	1	see	see	VERB
cblr-5118	517	2	sanjai	sanjai	PROPN
cblr-5118	517	3	bhagat	bhagat	PROPN
cblr-5118	517	4	&	&	CCONJ
cblr-5118	517	5	bernard	bernard	PROPN
cblr-5118	517	6	black	black	PROPN
cblr-5118	517	7	,	,	PUNCT
cblr-5118	517	8	the	the	DET
cblr-5118	517	9	uncertain	uncertain	ADJ
cblr-5118	517	10	relationship	relationship	NOUN
cblr-5118	517	11	between	between	ADP
cblr-5118	517	12	board	board	NOUN
cblr-5118	517	13	composition	composition	NOUN
cblr-5118	517	14	and	and	CCONJ
cblr-5118	517	15	firm	firm	ADJ
cblr-5118	517	16	performance	performance	NOUN
cblr-5118	517	17	,	,	PUNCT
cblr-5118	517	18	54	54	NUM
cblr-5118	517	19	bus	bus	NOUN
cblr-5118	517	20	.	.	PUNCT
cblr-5118	518	1	l.	l.	PROPN
cblr-5118	518	2	921	921	NUM
cblr-5118	518	3	,	,	PUNCT
cblr-5118	518	4	923	923	NUM
cblr-5118	518	5	(	(	PUNCT
cblr-5118	518	6	1999	1999	NUM
cblr-5118	518	7	)	)	PUNCT
cblr-5118	518	8	.	.	PUNCT
cblr-5118	519	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	519	2	(	(	PUNCT
cblr-5118	519	3	do	do	AUX
cblr-5118	519	4	not	not	PART
cblr-5118	519	5	delete	delete	VERB
cblr-5118	519	6	)	)	PUNCT
cblr-5118	519	7	1/8/2020	1/8/2020	NUM
cblr-5118	519	8	4:46	4:46	NUM
cblr-5118	519	9	pm	pm	NOUN
cblr-5118	519	10	no	no	INTJ
cblr-5118	519	11	.	.	PUNCT
cblr-5118	520	1	3:965	3:965	NUM
cblr-5118	520	2	]	]	X
cblr-5118	520	3	corporate	corporate	ADJ
cblr-5118	520	4	management	management	NOUN
cblr-5118	520	5	in	in	ADP
cblr-5118	520	6	the	the	DET
cblr-5118	520	7	age	age	NOUN
cblr-5118	520	8	of	of	ADP
cblr-5118	520	9	ai	ai	PROPN
cblr-5118	520	10	1001	1001	NUM
cblr-5118	520	11	insider	insider	NOUN
cblr-5118	520	12	of.151	of.151	PROPN
cblr-5118	520	13	u.s	u.s	PROPN
cblr-5118	520	14	.	.	PROPN
cblr-5118	520	15	listed	list	VERB
cblr-5118	520	16	companies	company	NOUN
cblr-5118	520	17	are	be	AUX
cblr-5118	520	18	now	now	ADV
cblr-5118	520	19	required	require	VERB
cblr-5118	520	20	to	to	PART
cblr-5118	520	21	have	have	VERB
cblr-5118	520	22	a	a	DET
cblr-5118	520	23	majority	majority	NOUN
cblr-5118	520	24	of	of	ADP
cblr-5118	520	25	independent	independent	ADJ
cblr-5118	520	26	directors	director	NOUN
cblr-5118	520	27	on	on	ADP
cblr-5118	520	28	their	their	PRON
cblr-5118	520	29	boards	board	NOUN
cblr-5118	520	30	and	and	CCONJ
cblr-5118	520	31	need	need	VERB
cblr-5118	520	32	to	to	PART
cblr-5118	520	33	establish	establish	VERB
cblr-5118	520	34	certain	certain	ADJ
cblr-5118	520	35	committees	committee	NOUN
cblr-5118	520	36	that	that	PRON
cblr-5118	520	37	are	be	AUX
cblr-5118	520	38	comprised	comprise	VERB
cblr-5118	520	39	only	only	ADV
cblr-5118	520	40	of	of	ADP
cblr-5118	520	41	independent	independent	ADJ
cblr-5118	520	42	directors.152	directors.152	PROPN
cblr-5118	520	43	similar	similar	ADJ
cblr-5118	520	44	rules	rule	NOUN
cblr-5118	520	45	apply	apply	VERB
cblr-5118	520	46	in	in	ADP
cblr-5118	520	47	the	the	DET
cblr-5118	520	48	u.k	u.k	PROPN
cblr-5118	520	49	.	.	PROPN
cblr-5118	520	50	,	,	PUNCT
cblr-5118	520	51	where	where	SCONJ
cblr-5118	520	52	the	the	DET
cblr-5118	520	53	corporate	corporate	ADJ
cblr-5118	520	54	governance	governance	NOUN
cblr-5118	520	55	code	code	NOUN
cblr-5118	520	56	provides	provide	VERB
cblr-5118	520	57	that	that	SCONJ
cblr-5118	520	58	“	"	PUNCT
cblr-5118	520	59	[	[	X
cblr-5118	520	60	t]he	t]he	ADJ
cblr-5118	520	61	board	board	NOUN
cblr-5118	520	62	should	should	AUX
cblr-5118	520	63	include	include	VERB
cblr-5118	520	64	an	an	DET
cblr-5118	520	65	appropriate	appropriate	ADJ
cblr-5118	520	66	combination	combination	NOUN
cblr-5118	520	67	of	of	ADP
cblr-5118	520	68	executive	executive	ADJ
cblr-5118	520	69	and	and	CCONJ
cblr-5118	520	70	non	non	ADJ
cblr-5118	520	71	-	-	ADJ
cblr-5118	520	72	executive	executive	ADJ
cblr-5118	520	73	(	(	PUNCT
cblr-5118	520	74	and	and	CCONJ
cblr-5118	520	75	,	,	PUNCT
cblr-5118	520	76	in	in	ADP
cblr-5118	520	77	particular	particular	ADJ
cblr-5118	520	78	,	,	PUNCT
cblr-5118	520	79	independent	independent	ADJ
cblr-5118	520	80	nonexecutive	nonexecutive	ADJ
cblr-5118	520	81	)	)	PUNCT
cblr-5118	520	82	directors	director	NOUN
cblr-5118	520	83	,	,	PUNCT
cblr-5118	520	84	such	such	ADJ
cblr-5118	520	85	that	that	SCONJ
cblr-5118	520	86	no	no	DET
cblr-5118	520	87	one	one	NUM
cblr-5118	520	88	individual	individual	ADJ
cblr-5118	520	89	or	or	CCONJ
cblr-5118	520	90	small	small	ADJ
cblr-5118	520	91	group	group	NOUN
cblr-5118	520	92	of	of	ADP
cblr-5118	520	93	individuals	individual	NOUN
cblr-5118	520	94	dominates	dominate	VERB
cblr-5118	520	95	the	the	DET
cblr-5118	520	96	board	board	NOUN
cblr-5118	520	97	’s	’s	PART
cblr-5118	520	98	decisionmaking”153	decisionmaking”153	PUNCT
cblr-5118	520	99	and	and	CCONJ
cblr-5118	520	100	requires	require	VERB
cblr-5118	520	101	that	that	SCONJ
cblr-5118	520	102	“	"	PUNCT
cblr-5118	520	103	at	at	ADP
cblr-5118	520	104	least	least	ADJ
cblr-5118	520	105	half	half	DET
cblr-5118	520	106	the	the	DET
cblr-5118	520	107	board	board	NOUN
cblr-5118	520	108	,	,	PUNCT
cblr-5118	520	109	excluding	exclude	VERB
cblr-5118	520	110	the	the	DET
cblr-5118	520	111	chair	chair	NOUN
cblr-5118	520	112	,	,	PUNCT
cblr-5118	520	113	should	should	AUX
cblr-5118	520	114	be	be	AUX
cblr-5118	520	115	non	non	ADJ
cblr-5118	520	116	-	-	ADJ
cblr-5118	520	117	executive	executive	ADJ
cblr-5118	520	118	directors	director	NOUN
cblr-5118	520	119	that	that	PRON
cblr-5118	520	120	the	the	DET
cblr-5118	520	121	board	board	NOUN
cblr-5118	520	122	regards	regard	VERB
cblr-5118	520	123	as	as	ADP
cblr-5118	520	124	independent	independent	ADJ
cblr-5118	520	125	.	.	PUNCT
cblr-5118	520	126	”154	”154	PROPN
cblr-5118	521	1	in	in	ADP
cblr-5118	521	2	addition	addition	NOUN
cblr-5118	521	3	to	to	ADP
cblr-5118	521	4	the	the	DET
cblr-5118	521	5	independence	independence	NOUN
cblr-5118	521	6	of	of	ADP
cblr-5118	521	7	a	a	DET
cblr-5118	521	8	board	board	NOUN
cblr-5118	521	9	’s	’s	PART
cblr-5118	521	10	directors	director	NOUN
cblr-5118	521	11	,	,	PUNCT
cblr-5118	521	12	another	another	DET
cblr-5118	521	13	factor	factor	NOUN
cblr-5118	521	14	to	to	PART
cblr-5118	521	15	consider	consider	VERB
cblr-5118	521	16	is	be	AUX
cblr-5118	521	17	the	the	DET
cblr-5118	521	18	diversity	diversity	NOUN
cblr-5118	521	19	of	of	ADP
cblr-5118	521	20	its	its	PRON
cblr-5118	521	21	members	member	NOUN
cblr-5118	521	22	.	.	PUNCT
cblr-5118	522	1	the	the	DET
cblr-5118	522	2	value	value	NOUN
cblr-5118	522	3	of	of	ADP
cblr-5118	522	4	board	board	NOUN
cblr-5118	522	5	diversity	diversity	NOUN
cblr-5118	522	6	is	be	AUX
cblr-5118	522	7	thought	think	VERB
cblr-5118	522	8	to	to	PART
cblr-5118	522	9	be	be	AUX
cblr-5118	522	10	supported	support	VERB
cblr-5118	522	11	by	by	ADP
cblr-5118	522	12	the	the	DET
cblr-5118	522	13	idea	idea	NOUN
cblr-5118	522	14	that	that	SCONJ
cblr-5118	522	15	different	different	ADJ
cblr-5118	522	16	leadership	leadership	NOUN
cblr-5118	522	17	experiences	experience	NOUN
cblr-5118	522	18	and	and	CCONJ
cblr-5118	522	19	variations	variation	NOUN
cblr-5118	522	20	in	in	ADP
cblr-5118	522	21	gender	gender	NOUN
cblr-5118	522	22	,	,	PUNCT
cblr-5118	522	23	ethnicity	ethnicity	NOUN
cblr-5118	522	24	,	,	PUNCT
cblr-5118	522	25	race	race	NOUN
cblr-5118	522	26	,	,	PUNCT
cblr-5118	522	27	nationality	nationality	NOUN
cblr-5118	522	28	and	and	CCONJ
cblr-5118	522	29	socio	socio	NOUN
cblr-5118	522	30	-	-	PUNCT
cblr-5118	522	31	economic	economic	ADJ
cblr-5118	522	32	backgrounds	background	NOUN
cblr-5118	522	33	can	can	AUX
cblr-5118	522	34	provide	provide	VERB
cblr-5118	522	35	effective	effective	ADJ
cblr-5118	522	36	means	mean	NOUN
cblr-5118	522	37	to	to	PART
cblr-5118	522	38	tackle	tackle	VERB
cblr-5118	522	39	complacency	complacency	NOUN
cblr-5118	522	40	,	,	PUNCT
cblr-5118	522	41	generate	generate	VERB
cblr-5118	522	42	new	new	ADJ
cblr-5118	522	43	ideas	idea	NOUN
cblr-5118	522	44	,	,	PUNCT
cblr-5118	522	45	and	and	CCONJ
cblr-5118	522	46	result	result	VERB
cblr-5118	522	47	in	in	ADP
cblr-5118	522	48	better	well	ADJ
cblr-5118	522	49	risk	risk	NOUN
cblr-5118	522	50	management.155	management.155	PRON
cblr-5118	522	51	this	this	PRON
cblr-5118	522	52	suggests	suggest	VERB
cblr-5118	522	53	that	that	SCONJ
cblr-5118	522	54	the	the	DET
cblr-5118	522	55	reason	reason	NOUN
cblr-5118	522	56	for	for	ADP
cblr-5118	522	57	advancing	advance	VERB
cblr-5118	522	58	board	board	NOUN
cblr-5118	522	59	diversity	diversity	NOUN
cblr-5118	522	60	is	be	AUX
cblr-5118	522	61	—	—	PUNCT
cblr-5118	522	62	as	as	ADP
cblr-5118	522	63	in	in	ADP
cblr-5118	522	64	the	the	DET
cblr-5118	522	65	case	case	NOUN
cblr-5118	522	66	of	of	ADP
cblr-5118	522	67	board	board	NOUN
cblr-5118	522	68	independence	independence	NOUN
cblr-5118	522	69	—	—	PUNCT
cblr-5118	522	70	primarily	primarily	ADV
cblr-5118	522	71	economic	economic	ADJ
cblr-5118	522	72	in	in	ADP
cblr-5118	522	73	nature	nature	NOUN
cblr-5118	522	74	,	,	PUNCT
cblr-5118	522	75	as	as	SCONJ
cblr-5118	522	76	better	well	ADJ
cblr-5118	522	77	decisionmaking	decisionmake	VERB
cblr-5118	522	78	will	will	AUX
cblr-5118	522	79	lead	lead	VERB
cblr-5118	522	80	to	to	ADP
cblr-5118	522	81	better	well	ADJ
cblr-5118	522	82	financial	financial	ADJ
cblr-5118	522	83	outcomes	outcome	NOUN
cblr-5118	522	84	for	for	ADP
cblr-5118	522	85	companies	company	NOUN
cblr-5118	522	86	.	.	PUNCT
cblr-5118	523	1	indeed	indeed	ADV
cblr-5118	523	2	,	,	PUNCT
cblr-5118	523	3	this	this	DET
cblr-5118	523	4	“	"	PUNCT
cblr-5118	523	5	business	business	NOUN
cblr-5118	523	6	case	case	NOUN
cblr-5118	523	7	”	"	PUNCT
cblr-5118	523	8	has	have	AUX
cblr-5118	523	9	been	be	AUX
cblr-5118	523	10	the	the	DET
cblr-5118	523	11	main	main	ADJ
cblr-5118	523	12	argument	argument	NOUN
cblr-5118	523	13	advanced	advance	VERB
cblr-5118	523	14	by	by	ADP
cblr-5118	523	15	policymakers	policymaker	NOUN
cblr-5118	523	16	in	in	ADP
cblr-5118	523	17	support	support	NOUN
cblr-5118	523	18	of	of	ADP
cblr-5118	523	19	increased	increase	VERB
cblr-5118	523	20	diversity	diversity	NOUN
cblr-5118	523	21	,	,	PUNCT
cblr-5118	523	22	although	although	SCONJ
cblr-5118	523	23	diversity	diversity	NOUN
cblr-5118	523	24	initiatives	initiative	NOUN
cblr-5118	523	25	may	may	AUX
cblr-5118	523	26	also	also	ADV
cblr-5118	523	27	serve	serve	VERB
cblr-5118	523	28	non	non	ADJ
cblr-5118	523	29	-	-	ADJ
cblr-5118	523	30	financial	financial	ADJ
cblr-5118	523	31	interests	interest	NOUN
cblr-5118	523	32	,	,	PUNCT
cblr-5118	523	33	151	151	NUM
cblr-5118	523	34	see	see	VERB
cblr-5118	523	35	generally	generally	ADV
cblr-5118	523	36	gordon	gordon	PROPN
cblr-5118	523	37	,	,	PUNCT
cblr-5118	523	38	supra	supra	PROPN
cblr-5118	523	39	note	note	PROPN
cblr-5118	523	40	150	150	NUM
cblr-5118	523	41	,	,	PUNCT
cblr-5118	523	42	at	at	ADP
cblr-5118	523	43	1471	1471	NUM
cblr-5118	523	44	.	.	PUNCT
cblr-5118	524	1	152	152	NUM
cblr-5118	524	2	see	see	VERB
cblr-5118	524	3	nyse	nyse	PROPN
cblr-5118	524	4	listed	list	VERB
cblr-5118	524	5	company	company	NOUN
cblr-5118	524	6	manual	manual	NOUN
cblr-5118	524	7	,	,	PUNCT
cblr-5118	524	8	§	§	PROPN
cblr-5118	524	9	§	§	PROPN
cblr-5118	524	10	303a.01–303a.07	303a.01–303a.07	NUM
cblr-5118	524	11	(	(	PUNCT
cblr-5118	524	12	2002	2002	NUM
cblr-5118	524	13	)	)	PUNCT
cblr-5118	524	14	.	.	PUNCT
cblr-5118	525	1	153	153	NUM
cblr-5118	525	2	financial	financial	ADJ
cblr-5118	525	3	reporting	reporting	NOUN
cblr-5118	525	4	council	council	NOUN
cblr-5118	525	5	,	,	PUNCT
cblr-5118	525	6	the	the	DET
cblr-5118	525	7	uk	uk	PROPN
cblr-5118	525	8	corporate	corporate	ADJ
cblr-5118	525	9	governance	governance	NOUN
cblr-5118	525	10	code	code	NOUN
cblr-5118	525	11	6	6	NUM
cblr-5118	525	12	(	(	PUNCT
cblr-5118	525	13	july	july	PROPN
cblr-5118	525	14	2018	2018	NUM
cblr-5118	525	15	)	)	PUNCT
cblr-5118	525	16	,	,	PUNCT
cblr-5118	525	17	https://www.frc.org.uk/getattachment/88bd8c45-50ea4841-95b0-d2f4f48069a2/2018-uk-corporate-governance-codefinal.pdf	https://www.frc.org.uk/getattachment/88bd8c45-50ea4841-95b0-d2f4f48069a2/2018-uk-corporate-governance-codefinal.pdf	NOUN
cblr-5118	526	1	[	[	X
cblr-5118	526	2	https://perma.cc/6efm-q2cw	https://perma.cc/6efm-q2cw	X
cblr-5118	526	3	]	]	X
cblr-5118	526	4	(	(	PUNCT
cblr-5118	526	5	citing	cite	VERB
cblr-5118	526	6	to	to	ADP
cblr-5118	526	7	principle	principle	NOUN
cblr-5118	526	8	2(g	2(g	NUM
cblr-5118	526	9	)	)	PUNCT
cblr-5118	526	10	and	and	CCONJ
cblr-5118	526	11	provision	provision	NOUN
cblr-5118	526	12	9	9	NUM
cblr-5118	526	13	)	)	PUNCT
cblr-5118	526	14	.	.	PUNCT
cblr-5118	527	1	154	154	NUM
cblr-5118	528	1	i	i	PRON
cblr-5118	528	2	d.	d.	NOUN
cblr-5118	528	3	at	at	ADP
cblr-5118	528	4	9	9	NUM
cblr-5118	528	5	(	(	PUNCT
cblr-5118	528	6	quoting	quote	VERB
cblr-5118	528	7	principle	principle	ADJ
cblr-5118	528	8	2	2	NUM
cblr-5118	528	9	,	,	PUNCT
cblr-5118	528	10	provision	provision	NOUN
cblr-5118	528	11	11	11	NUM
cblr-5118	528	12	)	)	PUNCT
cblr-5118	528	13	.	.	PUNCT
cblr-5118	529	1	further	further	ADJ
cblr-5118	529	2	provisions	provision	NOUN
cblr-5118	529	3	of	of	ADP
cblr-5118	529	4	the	the	DET
cblr-5118	529	5	uk	uk	PROPN
cblr-5118	529	6	corporate	corporate	ADJ
cblr-5118	529	7	governance	governance	NOUN
cblr-5118	529	8	code	code	NOUN
cblr-5118	529	9	call	call	NOUN
cblr-5118	529	10	for	for	ADP
cblr-5118	529	11	fully	fully	ADV
cblr-5118	529	12	independent	independent	ADJ
cblr-5118	529	13	or	or	CCONJ
cblr-5118	529	14	majority	majority	NOUN
cblr-5118	529	15	independent	independent	ADJ
cblr-5118	529	16	board	board	NOUN
cblr-5118	529	17	committees	committee	NOUN
cblr-5118	529	18	.	.	PUNCT
cblr-5118	530	1	155	155	NUM
cblr-5118	530	2	see	see	VERB
cblr-5118	530	3	moore	moore	PROPN
cblr-5118	530	4	&	&	CCONJ
cblr-5118	530	5	petrin	petrin	PROPN
cblr-5118	530	6	,	,	PUNCT
cblr-5118	530	7	supra	supra	PROPN
cblr-5118	530	8	note	note	NOUN
cblr-5118	530	9	21	21	NUM
cblr-5118	530	10	,	,	PUNCT
cblr-5118	530	11	at	at	ADP
cblr-5118	530	12	189	189	NUM
cblr-5118	530	13	.	.	PUNCT
cblr-5118	530	14	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	530	15	(	(	PUNCT
cblr-5118	530	16	do	do	AUX
cblr-5118	530	17	not	not	PART
cblr-5118	530	18	delte	delte	VERB
cblr-5118	530	19	)	)	PUNCT
cblr-5118	530	20	1/8/2020	1/8/2020	NUM
cblr-5118	530	21	4:46	4:46	NUM
cblr-5118	530	22	pm	pm	NOUN
cblr-5118	530	23	1002	1002	NUM
cblr-5118	530	24	columbia	columbia	PROPN
cblr-5118	530	25	business	business	NOUN
cblr-5118	530	26	law	law	PROPN
cblr-5118	530	27	review	review	NOUN
cblr-5118	530	28	[	[	X
cblr-5118	530	29	vol	vol	NOUN
cblr-5118	530	30	.	.	NOUN
cblr-5118	530	31	2019	2019	NUM
cblr-5118	530	32	including	include	VERB
cblr-5118	530	33	concerns	concern	NOUN
cblr-5118	530	34	surrounding	surround	VERB
cblr-5118	530	35	societal	societal	ADJ
cblr-5118	530	36	equality.156	equality.156	PROPN
cblr-5118	530	37	while	while	SCONJ
cblr-5118	530	38	recent	recent	ADJ
cblr-5118	530	39	regulatory	regulatory	ADJ
cblr-5118	530	40	initiatives	initiative	NOUN
cblr-5118	530	41	have	have	AUX
cblr-5118	530	42	tended	tend	VERB
cblr-5118	530	43	to	to	PART
cblr-5118	530	44	focus	focus	VERB
cblr-5118	530	45	on	on	ADP
cblr-5118	530	46	one	one	NUM
cblr-5118	530	47	specific	specific	ADJ
cblr-5118	530	48	aspect	aspect	NOUN
cblr-5118	530	49	of	of	ADP
cblr-5118	530	50	diversity	diversity	NOUN
cblr-5118	530	51	,	,	PUNCT
cblr-5118	530	52	namely	namely	ADV
cblr-5118	530	53	,	,	PUNCT
cblr-5118	530	54	female	female	ADJ
cblr-5118	530	55	board	board	NOUN
cblr-5118	530	56	representation,157	representation,157	NOUN
cblr-5118	530	57	some	some	DET
cblr-5118	530	58	policies	policy	NOUN
cblr-5118	530	59	have	have	AUX
cblr-5118	530	60	targeted	target	VERB
cblr-5118	530	61	diversity	diversity	NOUN
cblr-5118	530	62	more	more	ADV
cblr-5118	530	63	broadly	broadly	ADV
cblr-5118	530	64	.	.	PUNCT
cblr-5118	531	1	for	for	ADP
cblr-5118	531	2	example	example	NOUN
cblr-5118	531	3	,	,	PUNCT
cblr-5118	531	4	the	the	DET
cblr-5118	531	5	uk	uk	PROPN
cblr-5118	531	6	corporate	corporate	ADJ
cblr-5118	531	7	governance	governance	NOUN
cblr-5118	531	8	code	code	NOUN
cblr-5118	531	9	provides	provide	VERB
cblr-5118	531	10	that	that	SCONJ
cblr-5118	531	11	board	board	NOUN
cblr-5118	531	12	appointments	appointment	NOUN
cblr-5118	531	13	and	and	CCONJ
cblr-5118	531	14	succession	succession	NOUN
cblr-5118	531	15	plans	plan	NOUN
cblr-5118	531	16	should	should	AUX
cblr-5118	531	17	,	,	PUNCT
cblr-5118	531	18	among	among	ADP
cblr-5118	531	19	other	other	ADJ
cblr-5118	531	20	considerations	consideration	NOUN
cblr-5118	531	21	,	,	PUNCT
cblr-5118	531	22	promote	promote	VERB
cblr-5118	531	23	gender	gender	NOUN
cblr-5118	531	24	diversity	diversity	NOUN
cblr-5118	531	25	,	,	PUNCT
cblr-5118	531	26	as	as	ADV
cblr-5118	531	27	well	well	ADV
cblr-5118	531	28	as	as	ADP
cblr-5118	531	29	diversity	diversity	NOUN
cblr-5118	531	30	of	of	ADP
cblr-5118	531	31	social	social	ADJ
cblr-5118	531	32	and	and	CCONJ
cblr-5118	531	33	ethnic	ethnic	ADJ
cblr-5118	531	34	backgrounds.158	backgrounds.158	NOUN
cblr-5118	531	35	2	2	NUM
cblr-5118	532	1	.	.	PUNCT
cblr-5118	532	2	boards	board	NOUN
cblr-5118	532	3	tomorrow	tomorrow	NOUN
cblr-5118	532	4	the	the	DET
cblr-5118	532	5	previous	previous	ADJ
cblr-5118	532	6	section	section	NOUN
cblr-5118	532	7	outlined	outline	VERB
cblr-5118	532	8	the	the	DET
cblr-5118	532	9	familiar	familiar	ADJ
cblr-5118	532	10	characteristics	characteristic	NOUN
cblr-5118	532	11	of	of	ADP
cblr-5118	532	12	today	today	NOUN
cblr-5118	532	13	’s	’s	PART
cblr-5118	532	14	boards	board	NOUN
cblr-5118	532	15	that	that	PRON
cblr-5118	532	16	vest	vest	VERB
cblr-5118	532	17	ultimate	ultimate	ADJ
cblr-5118	532	18	monitoring	monitoring	NOUN
cblr-5118	532	19	responsibilities	responsibility	NOUN
cblr-5118	532	20	and	and	CCONJ
cblr-5118	532	21	decisionmaking	decisionmake	VERB
cblr-5118	532	22	powers	power	NOUN
cblr-5118	532	23	in	in	ADP
cblr-5118	532	24	a	a	DET
cblr-5118	532	25	human	human	ADJ
cblr-5118	532	26	collective	collective	NOUN
cblr-5118	532	27	with	with	ADP
cblr-5118	532	28	certain	certain	ADJ
cblr-5118	532	29	built	build	VERB
cblr-5118	532	30	-	-	PUNCT
cblr-5118	532	31	in	in	ADP
cblr-5118	532	32	checks	check	NOUN
cblr-5118	532	33	designed	design	VERB
cblr-5118	532	34	to	to	PART
cblr-5118	532	35	mitigate	mitigate	VERB
cblr-5118	532	36	agency	agency	NOUN
cblr-5118	532	37	costs	cost	NOUN
cblr-5118	532	38	and	and	CCONJ
cblr-5118	532	39	weaknesses	weakness	NOUN
cblr-5118	532	40	of	of	ADP
cblr-5118	532	41	team	team	NOUN
cblr-5118	532	42	decisionmaking	decisionmake	VERB
cblr-5118	532	43	.	.	PUNCT
cblr-5118	533	1	still	still	ADV
cblr-5118	533	2	,	,	PUNCT
cblr-5118	533	3	the	the	DET
cblr-5118	533	4	board	board	NOUN
cblr-5118	533	5	’s	’s	PART
cblr-5118	533	6	traditional	traditional	ADJ
cblr-5118	533	7	structure	structure	NOUN
cblr-5118	533	8	will	will	AUX
cblr-5118	533	9	likely	likely	ADV
cblr-5118	533	10	become	become	VERB
cblr-5118	533	11	superfluous	superfluous	ADJ
cblr-5118	533	12	in	in	ADP
cblr-5118	533	13	an	an	DET
cblr-5118	533	14	age	age	NOUN
cblr-5118	533	15	of	of	ADP
cblr-5118	533	16	ai	ai	VERB
cblr-5118	533	17	dominated	dominate	VERB
cblr-5118	533	18	corporate	corporate	ADJ
cblr-5118	533	19	governance	governance	NOUN
cblr-5118	533	20	.	.	PUNCT
cblr-5118	534	1	first	first	ADV
cblr-5118	534	2	,	,	PUNCT
cblr-5118	534	3	the	the	DET
cblr-5118	534	4	multi	multi	ADJ
cblr-5118	534	5	-	-	ADJ
cblr-5118	534	6	member	member	ADJ
cblr-5118	534	7	board	board	NOUN
cblr-5118	534	8	is	be	AUX
cblr-5118	534	9	set	set	VERB
cblr-5118	534	10	to	to	PART
cblr-5118	534	11	vanish	vanish	VERB
cblr-5118	534	12	once	once	ADV
cblr-5118	534	13	ai	ai	VERB
cblr-5118	534	14	is	be	AUX
cblr-5118	534	15	able	able	ADJ
cblr-5118	534	16	to	to	PART
cblr-5118	534	17	replicate	replicate	VERB
cblr-5118	534	18	the	the	DET
cblr-5118	534	19	benefits	benefit	NOUN
cblr-5118	534	20	of	of	ADP
cblr-5118	534	21	group	group	NOUN
cblr-5118	534	22	decisionmaking	decisionmake	VERB
cblr-5118	534	23	by	by	ADP
cblr-5118	534	24	humans	human	NOUN
cblr-5118	534	25	and	and	CCONJ
cblr-5118	534	26	exceed	exceed	VERB
cblr-5118	534	27	both	both	CCONJ
cblr-5118	534	28	the	the	DET
cblr-5118	534	29	speed	speed	NOUN
cblr-5118	534	30	and	and	CCONJ
cblr-5118	534	31	quality	quality	NOUN
cblr-5118	534	32	of	of	ADP
cblr-5118	534	33	decisions	decision	NOUN
cblr-5118	534	34	made	make	VERB
cblr-5118	534	35	by	by	ADP
cblr-5118	534	36	human	human	ADJ
cblr-5118	534	37	teams	team	NOUN
cblr-5118	534	38	.	.	PUNCT
cblr-5118	535	1	presumably	presumably	ADV
cblr-5118	535	2	,	,	PUNCT
cblr-5118	535	3	this	this	DET
cblr-5118	535	4	development	development	NOUN
cblr-5118	535	5	will	will	AUX
cblr-5118	535	6	in	in	ADP
cblr-5118	535	7	due	due	ADJ
cblr-5118	535	8	course	course	NOUN
cblr-5118	535	9	steer	steer	NOUN
cblr-5118	535	10	policymakers	policymaker	NOUN
cblr-5118	535	11	towards	towards	ADP
cblr-5118	535	12	introducing	introduce	VERB
cblr-5118	535	13	legal	legal	ADJ
cblr-5118	535	14	reforms	reform	NOUN
cblr-5118	535	15	concerning	concern	VERB
cblr-5118	535	16	board	board	NOUN
cblr-5118	535	17	composition	composition	NOUN
cblr-5118	535	18	and	and	CCONJ
cblr-5118	535	19	appointments	appointment	NOUN
cblr-5118	535	20	,	,	PUNCT
cblr-5118	535	21	allowing	allow	VERB
cblr-5118	535	22	businesses	business	NOUN
cblr-5118	535	23	to	to	PART
cblr-5118	535	24	shift	shift	VERB
cblr-5118	535	25	to	to	ADP
cblr-5118	535	26	ai	ai	PROPN
cblr-5118	535	27	boards	board	NOUN
cblr-5118	535	28	and	and	CCONJ
cblr-5118	535	29	management	management	NOUN
cblr-5118	535	30	.	.	PUNCT
cblr-5118	536	1	with	with	ADP
cblr-5118	536	2	the	the	DET
cblr-5118	536	3	advent	advent	NOUN
cblr-5118	536	4	of	of	ADP
cblr-5118	536	5	advanced	advanced	ADJ
cblr-5118	536	6	ai	ai	VERB
cblr-5118	536	7	capable	capable	ADJ
cblr-5118	536	8	of	of	ADP
cblr-5118	536	9	assuming	assume	VERB
cblr-5118	536	10	board	board	NOUN
cblr-5118	536	11	functions	function	NOUN
cblr-5118	536	12	,	,	PUNCT
cblr-5118	536	13	we	we	PRON
cblr-5118	536	14	should	should	AUX
cblr-5118	536	15	first	first	ADV
cblr-5118	536	16	expect	expect	VERB
cblr-5118	536	17	to	to	PART
cblr-5118	536	18	see	see	VERB
cblr-5118	536	19	boards	board	NOUN
cblr-5118	536	20	shrink	shrink	VERB
cblr-5118	536	21	in	in	ADP
cblr-5118	536	22	size	size	NOUN
cblr-5118	536	23	.	.	PUNCT
cblr-5118	537	1	second	second	ADJ
cblr-5118	537	2	,	,	PUNCT
cblr-5118	537	3	we	we	PRON
cblr-5118	537	4	should	should	AUX
cblr-5118	537	5	expect	expect	VERB
cblr-5118	537	6	to	to	PART
cblr-5118	537	7	see	see	VERB
cblr-5118	537	8	what	what	PRON
cblr-5118	537	9	can	can	AUX
cblr-5118	537	10	be	be	AUX
cblr-5118	537	11	called	call	VERB
cblr-5118	537	12	“	"	PUNCT
cblr-5118	537	13	fused	fuse	VERB
cblr-5118	537	14	156	156	NUM
cblr-5118	537	15	see	see	NOUN
cblr-5118	537	16	barnali	barnali	PROPN
cblr-5118	537	17	choudhury	choudhury	PROPN
cblr-5118	537	18	,	,	PUNCT
cblr-5118	537	19	new	new	ADJ
cblr-5118	537	20	rationales	rationale	NOUN
cblr-5118	537	21	for	for	ADP
cblr-5118	537	22	women	woman	NOUN
cblr-5118	537	23	on	on	ADP
cblr-5118	537	24	boards	board	NOUN
cblr-5118	537	25	,	,	PUNCT
cblr-5118	537	26	34	34	NUM
cblr-5118	537	27	oxford	oxford	PROPN
cblr-5118	537	28	j.	j.	PROPN
cblr-5118	537	29	legal	legal	ADJ
cblr-5118	537	30	stud	stud	NOUN
cblr-5118	537	31	.	.	PUNCT
cblr-5118	538	1	511	511	NUM
cblr-5118	538	2	,	,	PUNCT
cblr-5118	538	3	512	512	NUM
cblr-5118	538	4	(	(	PUNCT
cblr-5118	538	5	2014	2014	NUM
cblr-5118	538	6	)	)	PUNCT
cblr-5118	538	7	(	(	PUNCT
cblr-5118	538	8	arguing	argue	VERB
cblr-5118	538	9	that	that	SCONJ
cblr-5118	538	10	board	board	NOUN
cblr-5118	538	11	diversity	diversity	NOUN
cblr-5118	538	12	is	be	AUX
cblr-5118	538	13	supported	support	VERB
cblr-5118	538	14	on	on	ADP
cblr-5118	538	15	both	both	CCONJ
cblr-5118	538	16	economic	economic	ADJ
cblr-5118	538	17	/	/	SYM
cblr-5118	538	18	business	business	NOUN
cblr-5118	538	19	and	and	CCONJ
cblr-5118	538	20	equality	equality	NOUN
cblr-5118	538	21	grounds	ground	NOUN
cblr-5118	538	22	)	)	PUNCT
cblr-5118	538	23	.	.	PUNCT
cblr-5118	539	1	157	157	NUM
cblr-5118	539	2	in	in	ADP
cblr-5118	539	3	the	the	DET
cblr-5118	539	4	u.k	u.k	PROPN
cblr-5118	539	5	.	.	PROPN
cblr-5118	539	6	,	,	PUNCT
cblr-5118	539	7	for	for	ADP
cblr-5118	539	8	instance	instance	NOUN
cblr-5118	539	9	,	,	PUNCT
cblr-5118	539	10	following	follow	VERB
cblr-5118	539	11	amendments	amendment	NOUN
cblr-5118	539	12	influenced	influence	VERB
cblr-5118	539	13	by	by	ADP
cblr-5118	539	14	eu	eu	PROPN
cblr-5118	539	15	requirements	requirement	NOUN
cblr-5118	539	16	,	,	PUNCT
cblr-5118	539	17	boards	board	NOUN
cblr-5118	539	18	of	of	ADP
cblr-5118	539	19	companies	company	NOUN
cblr-5118	539	20	are	be	AUX
cblr-5118	539	21	generally	generally	ADV
cblr-5118	539	22	required	require	VERB
cblr-5118	539	23	to	to	PART
cblr-5118	539	24	compile	compile	VERB
cblr-5118	539	25	a	a	DET
cblr-5118	539	26	strategic	strategic	ADJ
cblr-5118	539	27	report	report	NOUN
cblr-5118	539	28	that	that	PRON
cblr-5118	539	29	contains	contain	VERB
cblr-5118	539	30	information	information	NOUN
cblr-5118	539	31	including	include	VERB
cblr-5118	539	32	the	the	DET
cblr-5118	539	33	female	female	ADJ
cblr-5118	539	34	representation	representation	NOUN
cblr-5118	539	35	on	on	ADP
cblr-5118	539	36	the	the	DET
cblr-5118	539	37	board	board	NOUN
cblr-5118	539	38	and	and	CCONJ
cblr-5118	539	39	other	other	ADJ
cblr-5118	539	40	hierarchical	hierarchical	ADJ
cblr-5118	539	41	levels	level	NOUN
cblr-5118	539	42	within	within	ADP
cblr-5118	539	43	the	the	DET
cblr-5118	539	44	company	company	NOUN
cblr-5118	539	45	.	.	PUNCT
cblr-5118	540	1	see	see	VERB
cblr-5118	540	2	the	the	DET
cblr-5118	540	3	companies	company	NOUN
cblr-5118	540	4	act	act	VERB
cblr-5118	540	5	2006	2006	NUM
cblr-5118	540	6	(	(	PUNCT
cblr-5118	540	7	strategic	strategic	ADJ
cblr-5118	540	8	report	report	NOUN
cblr-5118	540	9	and	and	CCONJ
cblr-5118	540	10	directors	director	NOUN
cblr-5118	540	11	’	’	PART
cblr-5118	540	12	report	report	NOUN
cblr-5118	540	13	)	)	PUNCT
cblr-5118	540	14	regulations	regulation	NOUN
cblr-5118	540	15	2013	2013	NUM
cblr-5118	540	16	,	,	PUNCT
cblr-5118	540	17	si	si	PROPN
cblr-5118	540	18	2013/1970	2013/1970	NUM
cblr-5118	540	19	,	,	PUNCT
cblr-5118	540	20	§	§	PROPN
cblr-5118	540	21	414c	414c	PROPN
cblr-5118	540	22	(	(	PUNCT
cblr-5118	540	23	uk	uk	PROPN
cblr-5118	540	24	)	)	PUNCT
cblr-5118	540	25	.	.	PUNCT
cblr-5118	541	1	158	158	NUM
cblr-5118	541	2	see	see	VERB
cblr-5118	541	3	financial	financial	ADJ
cblr-5118	541	4	reporting	reporting	NOUN
cblr-5118	541	5	council	council	NOUN
cblr-5118	541	6	,	,	PUNCT
cblr-5118	541	7	supra	supra	PROPN
cblr-5118	541	8	note	note	PROPN
cblr-5118	541	9	153	153	NUM
cblr-5118	541	10	,	,	PUNCT
cblr-5118	541	11	at	at	ADP
cblr-5118	541	12	8	8	NUM
cblr-5118	541	13	(	(	PUNCT
cblr-5118	541	14	referencing	reference	VERB
cblr-5118	541	15	principle	principle	NOUN
cblr-5118	541	16	3(j	3(j	NUM
cblr-5118	541	17	)	)	PUNCT
cblr-5118	541	18	)	)	PUNCT
cblr-5118	541	19	.	.	PUNCT
cblr-5118	542	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	542	2	(	(	PUNCT
cblr-5118	542	3	do	do	AUX
cblr-5118	542	4	not	not	PART
cblr-5118	542	5	delete	delete	VERB
cblr-5118	542	6	)	)	PUNCT
cblr-5118	542	7	1/8/2020	1/8/2020	NUM
cblr-5118	542	8	4:46	4:46	NUM
cblr-5118	542	9	pm	pm	NOUN
cblr-5118	542	10	no	no	INTJ
cblr-5118	542	11	.	.	PUNCT
cblr-5118	543	1	3:965	3:965	NUM
cblr-5118	543	2	]	]	X
cblr-5118	543	3	corporate	corporate	ADJ
cblr-5118	543	4	management	management	NOUN
cblr-5118	543	5	in	in	ADP
cblr-5118	543	6	the	the	DET
cblr-5118	543	7	age	age	NOUN
cblr-5118	543	8	of	of	ADP
cblr-5118	543	9	ai	ai	ADJ
cblr-5118	543	10	1003	1003	NUM
cblr-5118	543	11	boards	board	NOUN
cblr-5118	543	12	.	.	PUNCT
cblr-5118	543	13	”	"	PUNCT
cblr-5118	544	1	the	the	DET
cblr-5118	544	2	term	term	NOUN
cblr-5118	544	3	“	"	PUNCT
cblr-5118	544	4	fused	fuse	VERB
cblr-5118	544	5	”	"	PUNCT
cblr-5118	544	6	indicates	indicate	VERB
cblr-5118	544	7	that	that	SCONJ
cblr-5118	544	8	the	the	DET
cblr-5118	544	9	characteristics	characteristic	NOUN
cblr-5118	544	10	of	of	ADP
cblr-5118	544	11	multiple	multiple	ADJ
cblr-5118	544	12	members	member	NOUN
cblr-5118	544	13	will	will	AUX
cblr-5118	544	14	be	be	AUX
cblr-5118	544	15	merged	merge	VERB
cblr-5118	544	16	in	in	ADP
cblr-5118	544	17	and	and	CCONJ
cblr-5118	544	18	offered	offer	VERB
cblr-5118	544	19	by	by	ADP
cblr-5118	544	20	a	a	DET
cblr-5118	544	21	single	single	ADJ
cblr-5118	544	22	entity	entity	NOUN
cblr-5118	544	23	,	,	PUNCT
cblr-5118	544	24	the	the	DET
cblr-5118	544	25	“	"	PUNCT
cblr-5118	544	26	ai	ai	NOUN
cblr-5118	544	27	director	director	NOUN
cblr-5118	544	28	.	.	PUNCT
cblr-5118	544	29	”	"	PUNCT
cblr-5118	545	1	thus	thus	ADV
cblr-5118	545	2	,	,	PUNCT
cblr-5118	545	3	the	the	DET
cblr-5118	545	4	combined	combined	ADJ
cblr-5118	545	5	knowledge	knowledge	NOUN
cblr-5118	545	6	and	and	CCONJ
cblr-5118	545	7	skills	skill	NOUN
cblr-5118	545	8	,	,	PUNCT
cblr-5118	545	9	benefits	benefit	NOUN
cblr-5118	545	10	of	of	ADP
cblr-5118	545	11	group	group	NOUN
cblr-5118	545	12	-	-	PUNCT
cblr-5118	545	13	decisionmaking	decisionmaking	NOUN
cblr-5118	545	14	,	,	PUNCT
cblr-5118	545	15	and	and	CCONJ
cblr-5118	545	16	characteristics	characteristic	NOUN
cblr-5118	545	17	such	such	ADJ
cblr-5118	545	18	as	as	ADP
cblr-5118	545	19	diversity	diversity	NOUN
cblr-5118	545	20	and	and	CCONJ
cblr-5118	545	21	independence	independence	NOUN
cblr-5118	545	22	,	,	PUNCT
cblr-5118	545	23	which	which	PRON
cblr-5118	545	24	previously	previously	ADV
cblr-5118	545	25	could	could	AUX
cblr-5118	545	26	only	only	ADV
cblr-5118	545	27	be	be	AUX
cblr-5118	545	28	offered	offer	VERB
cblr-5118	545	29	by	by	ADP
cblr-5118	545	30	a	a	DET
cblr-5118	545	31	collective	collective	NOUN
cblr-5118	545	32	,	,	PUNCT
cblr-5118	545	33	will	will	AUX
cblr-5118	545	34	be	be	AUX
cblr-5118	545	35	replicated	replicate	VERB
cblr-5118	545	36	in	in	ADP
cblr-5118	545	37	fused	fuse	VERB
cblr-5118	545	38	boards	board	NOUN
cblr-5118	545	39	through	through	ADP
cblr-5118	545	40	an	an	DET
cblr-5118	545	41	algorithm	algorithm	NOUN
cblr-5118	545	42	’s	’s	PART
cblr-5118	545	43	coding	code	VERB
cblr-5118	545	44	features	feature	NOUN
cblr-5118	545	45	.	.	PUNCT
cblr-5118	546	1	this	this	PRON
cblr-5118	546	2	ai	ai	PROPN
cblr-5118	546	3	director	director	NOUN
cblr-5118	546	4	software	software	NOUN
cblr-5118	546	5	could	could	AUX
cblr-5118	546	6	still	still	ADV
cblr-5118	546	7	be	be	AUX
cblr-5118	546	8	selected	select	VERB
cblr-5118	546	9	and	and	CCONJ
cblr-5118	546	10	“	"	PUNCT
cblr-5118	546	11	appointed	appoint	VERB
cblr-5118	546	12	”	"	PUNCT
cblr-5118	546	13	by	by	ADP
cblr-5118	546	14	shareholders	shareholder	NOUN
cblr-5118	546	15	,	,	PUNCT
cblr-5118	546	16	with	with	ADP
cblr-5118	546	17	an	an	DET
cblr-5118	546	18	option	option	NOUN
cblr-5118	546	19	to	to	PART
cblr-5118	546	20	switch	switch	VERB
cblr-5118	546	21	to	to	ADP
cblr-5118	546	22	another	another	DET
cblr-5118	546	23	software	software	NOUN
cblr-5118	546	24	system	system	NOUN
cblr-5118	546	25	at	at	ADP
cblr-5118	546	26	regular	regular	ADJ
cblr-5118	546	27	intervals	interval	NOUN
cblr-5118	546	28	.	.	PUNCT
cblr-5118	547	1	recall	recall	VERB
cblr-5118	547	2	that	that	PRON
cblr-5118	547	3	boards	board	NOUN
cblr-5118	547	4	consisting	consist	VERB
cblr-5118	547	5	of	of	ADP
cblr-5118	547	6	groups	group	NOUN
cblr-5118	547	7	are	be	AUX
cblr-5118	547	8	,	,	PUNCT
cblr-5118	547	9	overall	overall	ADJ
cblr-5118	547	10	,	,	PUNCT
cblr-5118	547	11	beneficial	beneficial	ADJ
cblr-5118	547	12	because	because	SCONJ
cblr-5118	547	13	group	group	NOUN
cblr-5118	547	14	structures	structure	NOUN
cblr-5118	547	15	improve	improve	VERB
cblr-5118	547	16	access	access	NOUN
cblr-5118	547	17	to	to	ADP
cblr-5118	547	18	information	information	NOUN
cblr-5118	547	19	,	,	PUNCT
cblr-5118	547	20	mitigate	mitigate	VERB
cblr-5118	547	21	the	the	DET
cblr-5118	547	22	effects	effect	NOUN
cblr-5118	547	23	of	of	ADP
cblr-5118	547	24	bounded	bounded	ADJ
cblr-5118	547	25	rationality	rationality	NOUN
cblr-5118	547	26	,	,	PUNCT
cblr-5118	547	27	and	and	CCONJ
cblr-5118	547	28	counter	counter	VERB
cblr-5118	547	29	individual	individual	ADJ
cblr-5118	547	30	biases	bias	NOUN
cblr-5118	547	31	.	.	PUNCT
cblr-5118	548	1	groups	group	NOUN
cblr-5118	548	2	are	be	AUX
cblr-5118	548	3	also	also	ADV
cblr-5118	548	4	thought	think	VERB
cblr-5118	548	5	to	to	PART
cblr-5118	548	6	be	be	AUX
cblr-5118	548	7	useful	useful	ADJ
cblr-5118	548	8	as	as	SCONJ
cblr-5118	548	9	its	its	PRON
cblr-5118	548	10	members	member	NOUN
cblr-5118	548	11	can	can	AUX
cblr-5118	548	12	monitor	monitor	VERB
cblr-5118	548	13	each	each	DET
cblr-5118	548	14	other	other	ADJ
cblr-5118	548	15	and	and	CCONJ
cblr-5118	548	16	reduce	reduce	VERB
cblr-5118	548	17	agency	agency	NOUN
cblr-5118	548	18	costs	cost	NOUN
cblr-5118	548	19	within	within	ADP
cblr-5118	548	20	the	the	DET
cblr-5118	548	21	board	board	NOUN
cblr-5118	548	22	itself	itself	PRON
cblr-5118	548	23	.	.	PUNCT
cblr-5118	549	1	finally	finally	ADV
cblr-5118	549	2	,	,	PUNCT
cblr-5118	549	3	groups	group	NOUN
cblr-5118	549	4	allow	allow	VERB
cblr-5118	549	5	for	for	ADP
cblr-5118	549	6	the	the	DET
cblr-5118	549	7	delegation	delegation	NOUN
cblr-5118	549	8	of	of	ADP
cblr-5118	549	9	responsibilities	responsibility	NOUN
cblr-5118	549	10	and	and	CCONJ
cblr-5118	549	11	help	help	AUX
cblr-5118	549	12	alleviate	alleviate	VERB
cblr-5118	549	13	excessive	excessive	ADJ
cblr-5118	549	14	workloads	workload	NOUN
cblr-5118	549	15	on	on	ADP
cblr-5118	549	16	individual	individual	ADJ
cblr-5118	549	17	directors.159	directors.159	NUM
cblr-5118	549	18	these	these	DET
cblr-5118	549	19	reasons	reason	NOUN
cblr-5118	549	20	for	for	ADP
cblr-5118	549	21	adherence	adherence	NOUN
cblr-5118	549	22	to	to	ADP
cblr-5118	549	23	the	the	DET
cblr-5118	549	24	collective	collective	ADJ
cblr-5118	549	25	model	model	NOUN
cblr-5118	549	26	of	of	ADP
cblr-5118	549	27	boards	board	NOUN
cblr-5118	549	28	will	will	AUX
cblr-5118	549	29	,	,	PUNCT
cblr-5118	549	30	however	however	ADV
cblr-5118	549	31	,	,	PUNCT
cblr-5118	549	32	likely	likely	ADJ
cblr-5118	549	33	cease	cease	VERB
cblr-5118	549	34	with	with	ADP
cblr-5118	549	35	the	the	DET
cblr-5118	549	36	advent	advent	NOUN
cblr-5118	549	37	of	of	ADP
cblr-5118	549	38	sufficiently	sufficiently	ADV
cblr-5118	549	39	advanced	advanced	ADJ
cblr-5118	549	40	ai	ai	NOUN
cblr-5118	549	41	.	.	PUNCT
cblr-5118	550	1	first	first	ADV
cblr-5118	550	2	,	,	PUNCT
cblr-5118	550	3	given	give	VERB
cblr-5118	550	4	the	the	DET
cblr-5118	550	5	prevalence	prevalence	NOUN
cblr-5118	550	6	of	of	ADP
cblr-5118	550	7	online	online	ADJ
cblr-5118	550	8	information	information	NOUN
cblr-5118	550	9	,	,	PUNCT
cblr-5118	550	10	access	access	NOUN
cblr-5118	550	11	to	to	ADP
cblr-5118	550	12	publicly	publicly	ADV
cblr-5118	550	13	available	available	ADJ
cblr-5118	550	14	information	information	NOUN
cblr-5118	550	15	will	will	AUX
cblr-5118	550	16	be	be	AUX
cblr-5118	550	17	comprehensive	comprehensive	ADJ
cblr-5118	550	18	and	and	CCONJ
cblr-5118	550	19	virtually	virtually	ADV
cblr-5118	550	20	instant	instant	ADJ
cblr-5118	550	21	for	for	ADP
cblr-5118	550	22	ai	ai	PROPN
cblr-5118	550	23	systems	system	NOUN
cblr-5118	550	24	.	.	PUNCT
cblr-5118	551	1	indeed	indeed	ADV
cblr-5118	551	2	,	,	PUNCT
cblr-5118	551	3	information	information	NOUN
cblr-5118	551	4	for	for	ADP
cblr-5118	551	5	today	today	NOUN
cblr-5118	551	6	’s	’s	PART
cblr-5118	551	7	boards	board	NOUN
cblr-5118	551	8	is	be	AUX
cblr-5118	551	9	already	already	ADV
cblr-5118	551	10	often	often	ADV
cblr-5118	551	11	collected	collect	VERB
cblr-5118	551	12	and	and	CCONJ
cblr-5118	551	13	made	make	VERB
cblr-5118	551	14	available	available	ADJ
cblr-5118	551	15	using	use	VERB
cblr-5118	551	16	it	it	PRON
cblr-5118	551	17	systems	system	NOUN
cblr-5118	551	18	—	—	PUNCT
cblr-5118	551	19	namely	namely	ADV
cblr-5118	551	20	through	through	ADP
cblr-5118	551	21	internet	internet	NOUN
cblr-5118	551	22	portals	portal	NOUN
cblr-5118	551	23	,	,	PUNCT
cblr-5118	551	24	intranet	intranet	NOUN
cblr-5118	551	25	solutions	solution	NOUN
cblr-5118	551	26	,	,	PUNCT
cblr-5118	551	27	electronic	electronic	ADJ
cblr-5118	551	28	communication	communication	NOUN
cblr-5118	551	29	,	,	PUNCT
cblr-5118	551	30	and	and	CCONJ
cblr-5118	551	31	customized	customize	VERB
cblr-5118	551	32	executive	executive	ADJ
cblr-5118	551	33	information	information	NOUN
cblr-5118	551	34	systems.160	systems.160	ADV
cblr-5118	551	35	thus	thus	ADV
cblr-5118	551	36	,	,	PUNCT
cblr-5118	551	37	the	the	DET
cblr-5118	551	38	next	next	ADJ
cblr-5118	551	39	step	step	NOUN
cblr-5118	551	40	towards	towards	ADP
cblr-5118	551	41	creating	create	VERB
cblr-5118	551	42	direct	direct	ADJ
cblr-5118	551	43	feeds	feed	NOUN
cblr-5118	551	44	of	of	ADP
cblr-5118	551	45	this	this	DET
cblr-5118	551	46	information	information	NOUN
cblr-5118	551	47	to	to	ADP
cblr-5118	551	48	an	an	DET
cblr-5118	551	49	artificial	artificial	ADJ
cblr-5118	551	50	director	director	NOUN
cblr-5118	551	51	seems	seem	VERB
cblr-5118	551	52	natural	natural	ADJ
cblr-5118	551	53	.	.	PUNCT
cblr-5118	552	1	while	while	SCONJ
cblr-5118	552	2	such	such	ADJ
cblr-5118	552	3	information	information	NOUN
cblr-5118	552	4	feeds	feed	VERB
cblr-5118	552	5	would	would	AUX
cblr-5118	552	6	cover	cover	VERB
cblr-5118	552	7	publicly	publicly	ADV
cblr-5118	552	8	available	available	ADJ
cblr-5118	552	9	information	information	NOUN
cblr-5118	552	10	and	and	CCONJ
cblr-5118	552	11	non	non	ADJ
cblr-5118	552	12	-	-	ADJ
cblr-5118	552	13	public	public	ADJ
cblr-5118	552	14	intracompany	intracompany	ADJ
cblr-5118	552	15	information	information	NOUN
cblr-5118	552	16	,	,	PUNCT
cblr-5118	552	17	it	it	PRON
cblr-5118	552	18	remains	remain	VERB
cblr-5118	552	19	a	a	DET
cblr-5118	552	20	question	question	NOUN
cblr-5118	552	21	as	as	ADP
cblr-5118	552	22	to	to	ADP
cblr-5118	552	23	how	how	SCONJ
cblr-5118	552	24	an	an	DET
cblr-5118	552	25	artificial	artificial	ADJ
cblr-5118	552	26	director	director	NOUN
cblr-5118	552	27	could	could	AUX
cblr-5118	552	28	gain	gain	VERB
cblr-5118	552	29	access	access	NOUN
cblr-5118	552	30	to	to	ADP
cblr-5118	552	31	non	non	ADJ
cblr-5118	552	32	-	-	ADJ
cblr-5118	552	33	public	public	ADJ
cblr-5118	552	34	external	external	ADJ
cblr-5118	552	35	information	information	NOUN
cblr-5118	552	36	or	or	CCONJ
cblr-5118	552	37	knowledge	knowledge	NOUN
cblr-5118	552	38	that	that	SCONJ
cblr-5118	552	39	human	human	ADJ
cblr-5118	552	40	directors	director	NOUN
cblr-5118	552	41	may	may	AUX
cblr-5118	552	42	gather	gather	VERB
cblr-5118	552	43	159	159	NUM
cblr-5118	552	44	see	see	NOUN
cblr-5118	552	45	supra	supra	PROPN
cblr-5118	552	46	section	section	PROPN
cblr-5118	552	47	ii.a.1	ii.a.1	NOUN
cblr-5118	552	48	.	.	PUNCT
cblr-5118	553	1	160	160	NUM
cblr-5118	553	2	w.	w.	PROPN
cblr-5118	553	3	bradley	bradley	PROPN
cblr-5118	553	4	zehner	zehner	PROPN
cblr-5118	553	5	ii	ii	PROPN
cblr-5118	553	6	,	,	PUNCT
cblr-5118	553	7	what	what	PRON
cblr-5118	553	8	directors	director	NOUN
cblr-5118	553	9	need	need	VERB
cblr-5118	553	10	to	to	PART
cblr-5118	553	11	know	know	VERB
cblr-5118	553	12	,	,	PUNCT
cblr-5118	553	13	graziadio	graziadio	NOUN
cblr-5118	553	14	bus	bus	NOUN
cblr-5118	553	15	.	.	PUNCT
cblr-5118	554	1	rev	rev	PROPN
cblr-5118	554	2	.	.	PROPN
cblr-5118	554	3	,	,	PUNCT
cblr-5118	554	4	aug	aug	PROPN
cblr-5118	554	5	.	.	PROPN
cblr-5118	554	6	2010	2010	NUM
cblr-5118	554	7	,	,	PUNCT
cblr-5118	554	8	at	at	ADP
cblr-5118	554	9	1	1	NUM
cblr-5118	554	10	,	,	PUNCT
cblr-5118	554	11	4	4	NUM
cblr-5118	554	12	,	,	PUNCT
cblr-5118	554	13	https://gbr.pepperdine.edu/2010/08/what-directorsneed-to-know	https://gbr.pepperdine.edu/2010/08/what-directorsneed-to-know	NOUN
cblr-5118	554	14	[	[	X
cblr-5118	554	15	https://perma.cc/j2uz-bhlz	https://perma.cc/j2uz-bhlz	X
cblr-5118	554	16	]	]	X
cblr-5118	554	17	(	(	PUNCT
cblr-5118	554	18	“	"	PUNCT
cblr-5118	554	19	a	a	DET
cblr-5118	554	20	carefully	carefully	ADV
cblr-5118	554	21	designed	design	VERB
cblr-5118	554	22	[	[	X
cblr-5118	554	23	web	web	NOUN
cblr-5118	554	24	]	]	X
cblr-5118	554	25	portal	portal	NOUN
cblr-5118	554	26	can	can	AUX
cblr-5118	554	27	become	become	VERB
cblr-5118	554	28	the	the	DET
cblr-5118	554	29	primary	primary	ADJ
cblr-5118	554	30	information	information	NOUN
cblr-5118	554	31	source	source	NOUN
cblr-5118	554	32	for	for	ADP
cblr-5118	554	33	a	a	DET
cblr-5118	554	34	director	director	NOUN
cblr-5118	554	35	or	or	CCONJ
cblr-5118	554	36	executive	executive	NOUN
cblr-5118	554	37	.	.	PUNCT
cblr-5118	554	38	”	"	PUNCT
cblr-5118	554	39	)	)	PUNCT
cblr-5118	554	40	.	.	PUNCT
cblr-5118	555	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	555	2	(	(	PUNCT
cblr-5118	555	3	do	do	AUX
cblr-5118	555	4	not	not	PART
cblr-5118	555	5	delte	delte	VERB
cblr-5118	555	6	)	)	PUNCT
cblr-5118	555	7	1/8/2020	1/8/2020	NUM
cblr-5118	555	8	4:46	4:46	NUM
cblr-5118	555	9	pm	pm	NOUN
cblr-5118	555	10	1004	1004	NUM
cblr-5118	555	11	columbia	columbia	PROPN
cblr-5118	555	12	business	business	NOUN
cblr-5118	555	13	law	law	PROPN
cblr-5118	555	14	review	review	NOUN
cblr-5118	555	15	[	[	X
cblr-5118	555	16	vol	vol	NOUN
cblr-5118	555	17	.	.	NOUN
cblr-5118	555	18	2019	2019	NUM
cblr-5118	555	19	through	through	ADP
cblr-5118	555	20	their	their	PRON
cblr-5118	555	21	work	work	NOUN
cblr-5118	555	22	on	on	ADP
cblr-5118	555	23	other	other	ADJ
cblr-5118	555	24	boards	board	NOUN
cblr-5118	555	25	or	or	CCONJ
cblr-5118	555	26	personal	personal	ADJ
cblr-5118	555	27	contacts	contact	NOUN
cblr-5118	555	28	.	.	PUNCT
cblr-5118	556	1	although	although	SCONJ
cblr-5118	556	2	it	it	PRON
cblr-5118	556	3	may	may	AUX
cblr-5118	556	4	be	be	AUX
cblr-5118	556	5	difficult	difficult	ADJ
cblr-5118	556	6	to	to	PART
cblr-5118	556	7	gain	gain	VERB
cblr-5118	556	8	access	access	NOUN
cblr-5118	556	9	to	to	ADP
cblr-5118	556	10	such	such	ADJ
cblr-5118	556	11	information	information	NOUN
cblr-5118	556	12	for	for	ADP
cblr-5118	556	13	non	non	NOUN
cblr-5118	556	14	-	-	NOUN
cblr-5118	556	15	humans	human	NOUN
cblr-5118	556	16	,	,	PUNCT
cblr-5118	556	17	it	it	PRON
cblr-5118	556	18	is	be	AUX
cblr-5118	556	19	not	not	PART
cblr-5118	556	20	impossible	impossible	ADJ
cblr-5118	556	21	.	.	PUNCT
cblr-5118	557	1	if	if	SCONJ
cblr-5118	557	2	ai	ai	VERB
cblr-5118	557	3	software	software	NOUN
cblr-5118	557	4	by	by	ADP
cblr-5118	557	5	leading	lead	VERB
cblr-5118	557	6	providers	provider	NOUN
cblr-5118	557	7	could	could	AUX
cblr-5118	557	8	be	be	AUX
cblr-5118	557	9	used	use	VERB
cblr-5118	557	10	by	by	ADP
cblr-5118	557	11	(	(	PUNCT
cblr-5118	557	12	or	or	CCONJ
cblr-5118	557	13	“	"	PUNCT
cblr-5118	557	14	sit	sit	VERB
cblr-5118	557	15	”	"	PUNCT
cblr-5118	557	16	on	on	ADP
cblr-5118	557	17	)	)	PUNCT
cblr-5118	557	18	a	a	DET
cblr-5118	557	19	large	large	ADJ
cblr-5118	557	20	number	number	NOUN
cblr-5118	557	21	of	of	ADP
cblr-5118	557	22	boards	board	NOUN
cblr-5118	557	23	,	,	PUNCT
cblr-5118	557	24	there	there	PRON
cblr-5118	557	25	would	would	AUX
cblr-5118	557	26	be	be	AUX
cblr-5118	557	27	scope	scope	NOUN
cblr-5118	557	28	allowing	allow	VERB
cblr-5118	557	29	for	for	ADP
cblr-5118	557	30	arrangements	arrangement	NOUN
cblr-5118	557	31	that	that	PRON
cblr-5118	557	32	grant	grant	VERB
cblr-5118	557	33	the	the	DET
cblr-5118	557	34	software	software	NOUN
cblr-5118	557	35	permission	permission	NOUN
cblr-5118	557	36	to	to	PART
cblr-5118	557	37	cross	cross	VERB
cblr-5118	557	38	-	-	VERB
cblr-5118	557	39	use	use	VERB
cblr-5118	557	40	certain	certain	ADJ
cblr-5118	557	41	data	datum	NOUN
cblr-5118	557	42	between	between	ADP
cblr-5118	557	43	different	different	ADJ
cblr-5118	557	44	businesses	business	NOUN
cblr-5118	557	45	.	.	PUNCT
cblr-5118	558	1	similar	similar	ADJ
cblr-5118	558	2	to	to	ADP
cblr-5118	558	3	human	human	ADJ
cblr-5118	558	4	directors	director	NOUN
cblr-5118	558	5	with	with	ADP
cblr-5118	558	6	their	their	PRON
cblr-5118	558	7	own	own	ADJ
cblr-5118	558	8	networks	network	NOUN
cblr-5118	558	9	and	and	CCONJ
cblr-5118	558	10	sources	source	NOUN
cblr-5118	558	11	of	of	ADP
cblr-5118	558	12	information	information	NOUN
cblr-5118	558	13	,	,	PUNCT
cblr-5118	558	14	an	an	DET
cblr-5118	558	15	ai	ai	NOUN
cblr-5118	558	16	director	director	NOUN
cblr-5118	558	17	could	could	AUX
cblr-5118	558	18	then	then	ADV
cblr-5118	558	19	leverage	leverage	VERB
cblr-5118	558	20	the	the	DET
cblr-5118	558	21	insights	insight	NOUN
cblr-5118	558	22	gained	gain	VERB
cblr-5118	558	23	from	from	ADP
cblr-5118	558	24	“	"	PUNCT
cblr-5118	558	25	working	work	VERB
cblr-5118	558	26	”	"	PUNCT
cblr-5118	558	27	at	at	ADP
cblr-5118	558	28	multiple	multiple	ADJ
cblr-5118	558	29	firms	firm	NOUN
cblr-5118	558	30	—	—	PUNCT
cblr-5118	558	31	perhaps	perhaps	ADV
cblr-5118	558	32	tens	ten	NOUN
cblr-5118	558	33	of	of	ADP
cblr-5118	558	34	thousands	thousand	NOUN
cblr-5118	558	35	of	of	ADP
cblr-5118	558	36	them	they	PRON
cblr-5118	558	37	as	as	SCONJ
cblr-5118	558	38	opposed	oppose	VERB
cblr-5118	558	39	to	to	ADP
cblr-5118	558	40	just	just	ADV
cblr-5118	558	41	a	a	DET
cblr-5118	558	42	few	few	ADJ
cblr-5118	558	43	in	in	ADP
cblr-5118	558	44	the	the	DET
cblr-5118	558	45	case	case	NOUN
cblr-5118	558	46	of	of	ADP
cblr-5118	558	47	a	a	DET
cblr-5118	558	48	human	human	ADJ
cblr-5118	558	49	director	director	NOUN
cblr-5118	558	50	.	.	PUNCT
cblr-5118	559	1	indeed	indeed	ADV
cblr-5118	559	2	,	,	PUNCT
cblr-5118	559	3	a	a	DET
cblr-5118	559	4	future	future	NOUN
cblr-5118	559	5	in	in	ADP
cblr-5118	559	6	which	which	PRON
cblr-5118	559	7	ai	ai	VERB
cblr-5118	559	8	director	director	NOUN
cblr-5118	559	9	/	/	SYM
cblr-5118	559	10	ai	ai	PROPN
cblr-5118	559	11	management	management	NOUN
cblr-5118	559	12	software	software	NOUN
cblr-5118	559	13	will	will	AUX
cblr-5118	559	14	be	be	AUX
cblr-5118	559	15	offered	offer	VERB
cblr-5118	559	16	by	by	ADP
cblr-5118	559	17	large	large	ADJ
cblr-5118	559	18	commercial	commercial	ADJ
cblr-5118	559	19	providers	provider	NOUN
cblr-5118	559	20	could	could	AUX
cblr-5118	559	21	help	help	VERB
cblr-5118	559	22	harness	harness	NOUN
cblr-5118	559	23	and	and	CCONJ
cblr-5118	559	24	amplify	amplify	VERB
cblr-5118	559	25	the	the	DET
cblr-5118	559	26	advantages	advantage	NOUN
cblr-5118	559	27	described	describe	VERB
cblr-5118	559	28	by	by	ADP
cblr-5118	559	29	professors	professor	NOUN
cblr-5118	559	30	bainbridge	bainbridge	PROPN
cblr-5118	559	31	and	and	CCONJ
cblr-5118	559	32	henderson	henderson	PROPN
cblr-5118	559	33	of	of	ADP
cblr-5118	559	34	allowing	allow	VERB
cblr-5118	559	35	specialized	specialized	ADJ
cblr-5118	559	36	entities	entity	NOUN
cblr-5118	559	37	to	to	PART
cblr-5118	559	38	act	act	VERB
cblr-5118	559	39	as	as	ADP
cblr-5118	559	40	directors.161	directors.161	VERB
cblr-5118	559	41	in	in	ADP
cblr-5118	559	42	their	their	PRON
cblr-5118	559	43	model	model	NOUN
cblr-5118	559	44	,	,	PUNCT
cblr-5118	559	45	companies	company	NOUN
cblr-5118	559	46	would	would	AUX
cblr-5118	559	47	replace	replace	VERB
cblr-5118	559	48	individual	individual	ADJ
cblr-5118	559	49	directors	director	NOUN
cblr-5118	559	50	with	with	ADP
cblr-5118	559	51	a	a	DET
cblr-5118	559	52	single	single	ADJ
cblr-5118	559	53	board	board	NOUN
cblr-5118	559	54	service	service	NOUN
cblr-5118	559	55	provider	provider	NOUN
cblr-5118	559	56	(	(	PUNCT
cblr-5118	559	57	“	"	PUNCT
cblr-5118	559	58	bsp	bsp	NOUN
cblr-5118	559	59	”	"	PUNCT
cblr-5118	559	60	)	)	PUNCT
cblr-5118	559	61	,	,	PUNCT
cblr-5118	559	62	an	an	DET
cblr-5118	559	63	entity	entity	NOUN
cblr-5118	559	64	which	which	PRON
cblr-5118	559	65	would	would	AUX
cblr-5118	559	66	then	then	ADV
cblr-5118	559	67	carry	carry	VERB
cblr-5118	559	68	out	out	ADP
cblr-5118	559	69	all	all	DET
cblr-5118	559	70	corporate	corporate	ADJ
cblr-5118	559	71	board	board	NOUN
cblr-5118	559	72	functions.162	functions.162	NOUN
cblr-5118	559	73	these	these	DET
cblr-5118	559	74	bsps	bsps	NOUN
cblr-5118	559	75	would	would	AUX
cblr-5118	559	76	arguably	arguably	ADV
cblr-5118	559	77	be	be	AUX
cblr-5118	559	78	well	well	ADV
cblr-5118	559	79	placed	place	VERB
cblr-5118	559	80	to	to	PART
cblr-5118	559	81	avoid	avoid	VERB
cblr-5118	559	82	problems	problem	NOUN
cblr-5118	559	83	typically	typically	ADV
cblr-5118	559	84	affecting	affect	VERB
cblr-5118	559	85	individual	individual	ADJ
cblr-5118	559	86	directors	director	NOUN
cblr-5118	559	87	,	,	PUNCT
cblr-5118	559	88	including	include	VERB
cblr-5118	559	89	time	time	NOUN
cblr-5118	559	90	constraints	constraint	NOUN
cblr-5118	559	91	,	,	PUNCT
cblr-5118	559	92	biases	bias	NOUN
cblr-5118	559	93	and	and	CCONJ
cblr-5118	559	94	cognitive	cognitive	ADJ
cblr-5118	559	95	limitations	limitation	NOUN
cblr-5118	559	96	,	,	PUNCT
cblr-5118	559	97	group	group	NOUN
cblr-5118	559	98	think	think	VERB
cblr-5118	559	99	,	,	PUNCT
cblr-5118	559	100	bounded	bounded	ADJ
cblr-5118	559	101	rationality	rationality	NOUN
cblr-5118	559	102	,	,	PUNCT
cblr-5118	559	103	lack	lack	NOUN
cblr-5118	559	104	of	of	ADP
cblr-5118	559	105	specialized	specialized	ADJ
cblr-5118	559	106	knowledge	knowledge	NOUN
cblr-5118	559	107	,	,	PUNCT
cblr-5118	559	108	and	and	CCONJ
cblr-5118	559	109	motivational	motivational	NOUN
cblr-5118	559	110	issues.163	issues.163	NOUN
cblr-5118	559	111	a	a	DET
cblr-5118	559	112	similar	similar	ADJ
cblr-5118	559	113	reasoning	reasoning	NOUN
cblr-5118	559	114	can	can	AUX
cblr-5118	559	115	be	be	AUX
cblr-5118	559	116	applied	apply	VERB
cblr-5118	559	117	to	to	ADP
cblr-5118	559	118	ai	ai	VERB
cblr-5118	559	119	directors	director	NOUN
cblr-5118	559	120	.	.	PUNCT
cblr-5118	560	1	ai	ai	VERB
cblr-5118	560	2	software	software	NOUN
cblr-5118	560	3	could	could	AUX
cblr-5118	560	4	work	work	VERB
cblr-5118	560	5	around	around	ADP
cblr-5118	560	6	the	the	DET
cblr-5118	560	7	clock	clock	NOUN
cblr-5118	560	8	,	,	PUNCT
cblr-5118	560	9	efficiently	efficiently	ADV
cblr-5118	560	10	process	process	NOUN
cblr-5118	560	11	information	information	NOUN
cblr-5118	560	12	made	make	VERB
cblr-5118	560	13	available	available	ADJ
cblr-5118	560	14	to	to	ADP
cblr-5118	560	15	it	it	PRON
cblr-5118	560	16	,	,	PUNCT
cblr-5118	560	17	recall	recall	VERB
cblr-5118	560	18	and	and	CCONJ
cblr-5118	560	19	utilize	utilize	VERB
cblr-5118	560	20	this	this	DET
cblr-5118	560	21	information	information	NOUN
cblr-5118	560	22	almost	almost	ADV
cblr-5118	560	23	instantly	instantly	ADV
cblr-5118	560	24	,	,	PUNCT
cblr-5118	560	25	and	and	CCONJ
cblr-5118	560	26	exercise	exercise	VERB
cblr-5118	560	27	its	its	PRON
cblr-5118	560	28	functions	function	NOUN
cblr-5118	560	29	without	without	ADP
cblr-5118	560	30	asking	ask	VERB
cblr-5118	560	31	to	to	PART
cblr-5118	560	32	be	be	AUX
cblr-5118	560	33	161	161	NUM
cblr-5118	560	34	see	see	NOUN
cblr-5118	560	35	bainbridge	bainbridge	PROPN
cblr-5118	560	36	&	&	CCONJ
cblr-5118	560	37	henderson	henderson	PROPN
cblr-5118	560	38	,	,	PUNCT
cblr-5118	560	39	supra	supra	PROPN
cblr-5118	560	40	note	note	PROPN
cblr-5118	560	41	27	27	NUM
cblr-5118	560	42	,	,	PUNCT
cblr-5118	560	43	at	at	ADP
cblr-5118	560	44	1056	1056	NUM
cblr-5118	560	45	.	.	PUNCT
cblr-5118	561	1	162	162	NUM
cblr-5118	561	2	i	i	PROPN
cblr-5118	561	3	d.	d.	PROPN
cblr-5118	561	4	;	;	PUNCT
cblr-5118	561	5	see	see	VERB
cblr-5118	561	6	also	also	ADV
cblr-5118	561	7	stephen	stephen	PROPN
cblr-5118	561	8	m.	m.	PROPN
cblr-5118	561	9	bainbridge	bainbridge	PROPN
cblr-5118	561	10	&	&	CCONJ
cblr-5118	561	11	m.	m.	PROPN
cblr-5118	561	12	todd	todd	PROPN
cblr-5118	561	13	henderson	henderson	PROPN
cblr-5118	561	14	,	,	PUNCT
cblr-5118	561	15	outsourcing	outsource	VERB
cblr-5118	561	16	the	the	DET
cblr-5118	561	17	board	board	NOUN
cblr-5118	561	18	193	193	NUM
cblr-5118	561	19	(	(	PUNCT
cblr-5118	561	20	2018	2018	NUM
cblr-5118	561	21	)	)	PUNCT
cblr-5118	561	22	(	(	PUNCT
cblr-5118	561	23	further	far	ADV
cblr-5118	561	24	detailing	detail	VERB
cblr-5118	561	25	and	and	CCONJ
cblr-5118	561	26	developing	develop	VERB
cblr-5118	561	27	the	the	DET
cblr-5118	561	28	bsp	bsp	NOUN
cblr-5118	561	29	model	model	NOUN
cblr-5118	561	30	)	)	PUNCT
cblr-5118	561	31	.	.	PUNCT
cblr-5118	562	1	163	163	NUM
cblr-5118	562	2	bainbridge	bainbridge	PROPN
cblr-5118	562	3	&	&	CCONJ
cblr-5118	562	4	henderson	henderson	PROPN
cblr-5118	562	5	,	,	PUNCT
cblr-5118	562	6	supra	supra	PROPN
cblr-5118	562	7	note	note	PROPN
cblr-5118	562	8	27	27	NUM
cblr-5118	562	9	,	,	PUNCT
cblr-5118	562	10	at	at	ADP
cblr-5118	562	11	1064–68	1064–68	NUM
cblr-5118	562	12	(	(	PUNCT
cblr-5118	562	13	describing	describe	VERB
cblr-5118	562	14	these	these	DET
cblr-5118	562	15	issues	issue	NOUN
cblr-5118	562	16	)	)	PUNCT
cblr-5118	562	17	;	;	PUNCT
cblr-5118	563	1	bainbridge	bainbridge	PROPN
cblr-5118	563	2	&	&	CCONJ
cblr-5118	563	3	henderson	henderson	PROPN
cblr-5118	563	4	,	,	PUNCT
cblr-5118	563	5	supra	supra	PROPN
cblr-5118	563	6	note	note	PROPN
cblr-5118	563	7	162	162	NUM
cblr-5118	563	8	,	,	PUNCT
cblr-5118	563	9	at	at	ADP
cblr-5118	563	10	190–202	190–202	NUM
cblr-5118	563	11	(	(	PUNCT
cblr-5118	563	12	discussing	discuss	VERB
cblr-5118	563	13	the	the	DET
cblr-5118	563	14	“	"	PUNCT
cblr-5118	563	15	post	post	ADJ
cblr-5118	563	16	-	-	ADJ
cblr-5118	563	17	monitoring	monitoring	ADJ
cblr-5118	563	18	”	"	PUNCT
cblr-5118	563	19	board	board	NOUN
cblr-5118	563	20	and	and	CCONJ
cblr-5118	563	21	the	the	DET
cblr-5118	563	22	idea	idea	NOUN
cblr-5118	563	23	of	of	ADP
cblr-5118	563	24	the	the	DET
cblr-5118	563	25	“	"	PUNCT
cblr-5118	563	26	thickly	thickly	ADV
cblr-5118	563	27	informed	inform	VERB
cblr-5118	563	28	board	board	NOUN
cblr-5118	563	29	,	,	PUNCT
cblr-5118	563	30	”	"	PUNCT
cblr-5118	563	31	that	that	PRON
cblr-5118	563	32	is	be	AUX
cblr-5118	563	33	,	,	PUNCT
cblr-5118	563	34	the	the	DET
cblr-5118	563	35	notion	notion	NOUN
cblr-5118	563	36	that	that	SCONJ
cblr-5118	563	37	modern	modern	ADJ
cblr-5118	563	38	boards	board	NOUN
cblr-5118	563	39	should	should	AUX
cblr-5118	563	40	be	be	AUX
cblr-5118	563	41	far	far	ADV
cblr-5118	563	42	more	more	ADV
cblr-5118	563	43	informed	informed	ADJ
cblr-5118	563	44	than	than	SCONJ
cblr-5118	563	45	it	it	PRON
cblr-5118	563	46	is	be	AUX
cblr-5118	563	47	the	the	DET
cblr-5118	563	48	case	case	NOUN
cblr-5118	563	49	today	today	NOUN
cblr-5118	563	50	in	in	ADP
cblr-5118	563	51	order	order	NOUN
cblr-5118	563	52	to	to	PART
cblr-5118	563	53	better	well	ADV
cblr-5118	563	54	exercise	exercise	VERB
cblr-5118	563	55	its	its	PRON
cblr-5118	563	56	functions	function	NOUN
cblr-5118	563	57	)	)	PUNCT
cblr-5118	563	58	.	.	PUNCT
cblr-5118	564	1	on	on	ADP
cblr-5118	564	2	the	the	DET
cblr-5118	564	3	thickly	thickly	ADV
cblr-5118	564	4	informed	inform	VERB
cblr-5118	564	5	board	board	NOUN
cblr-5118	564	6	,	,	PUNCT
cblr-5118	564	7	see	see	VERB
cblr-5118	564	8	ronald	ronald	PROPN
cblr-5118	564	9	j.	j.	PROPN
cblr-5118	564	10	gilson	gilson	PROPN
cblr-5118	564	11	&	&	CCONJ
cblr-5118	564	12	jeffrey	jeffrey	PROPN
cblr-5118	564	13	n.	n.	PROPN
cblr-5118	564	14	gordon	gordon	PROPN
cblr-5118	564	15	,	,	PUNCT
cblr-5118	564	16	board	board	NOUN
cblr-5118	564	17	3.0	3.0	NUM
cblr-5118	564	18	—	—	PUNCT
cblr-5118	564	19	an	an	DET
cblr-5118	564	20	introduction	introduction	NOUN
cblr-5118	564	21	,	,	PUNCT
cblr-5118	564	22	74	74	NUM
cblr-5118	564	23	bus	bus	NOUN
cblr-5118	564	24	.	.	PUNCT
cblr-5118	565	1	l.	l.	PROPN
cblr-5118	565	2	351	351	NUM
cblr-5118	565	3	,	,	PUNCT
cblr-5118	565	4	361–63	361–63	NUM
cblr-5118	565	5	(	(	PUNCT
cblr-5118	565	6	2019	2019	NUM
cblr-5118	565	7	)	)	PUNCT
cblr-5118	565	8	(	(	PUNCT
cblr-5118	565	9	making	make	VERB
cblr-5118	565	10	the	the	DET
cblr-5118	565	11	case	case	NOUN
cblr-5118	565	12	for	for	ADP
cblr-5118	565	13	a	a	DET
cblr-5118	565	14	new	new	ADJ
cblr-5118	565	15	model	model	NOUN
cblr-5118	565	16	of	of	ADP
cblr-5118	565	17	highly	highly	ADV
cblr-5118	565	18	informed	inform	VERB
cblr-5118	565	19	,	,	PUNCT
cblr-5118	565	20	more	more	ADV
cblr-5118	565	21	motivated	motivated	ADJ
cblr-5118	565	22	,	,	PUNCT
cblr-5118	565	23	and	and	CCONJ
cblr-5118	565	24	better	well	ADV
cblr-5118	565	25	resourced	resource	VERB
cblr-5118	565	26	directors	director	NOUN
cblr-5118	565	27	)	)	PUNCT
cblr-5118	565	28	.	.	PUNCT
cblr-5118	566	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	566	2	(	(	PUNCT
cblr-5118	566	3	do	do	AUX
cblr-5118	566	4	not	not	PART
cblr-5118	566	5	delete	delete	VERB
cblr-5118	566	6	)	)	PUNCT
cblr-5118	566	7	1/8/2020	1/8/2020	NUM
cblr-5118	566	8	4:46	4:46	NUM
cblr-5118	566	9	pm	pm	NOUN
cblr-5118	566	10	no	no	INTJ
cblr-5118	566	11	.	.	PUNCT
cblr-5118	567	1	3:965	3:965	NUM
cblr-5118	567	2	]	]	X
cblr-5118	567	3	corporate	corporate	ADJ
cblr-5118	567	4	management	management	NOUN
cblr-5118	567	5	in	in	ADP
cblr-5118	567	6	the	the	DET
cblr-5118	567	7	age	age	NOUN
cblr-5118	567	8	of	of	ADP
cblr-5118	567	9	ai	ai	PROPN
cblr-5118	567	10	1005	1005	NUM
cblr-5118	567	11	personally	personally	ADV
cblr-5118	567	12	compensated	compensate	VERB
cblr-5118	567	13	(	(	PUNCT
cblr-5118	567	14	although	although	SCONJ
cblr-5118	567	15	its	its	PRON
cblr-5118	567	16	services	service	NOUN
cblr-5118	567	17	would	would	AUX
cblr-5118	567	18	not	not	PART
cblr-5118	567	19	be	be	AUX
cblr-5118	567	20	free	free	ADJ
cblr-5118	567	21	)	)	PUNCT
cblr-5118	567	22	.	.	PUNCT
cblr-5118	568	1	further	far	ADV
cblr-5118	568	2	,	,	PUNCT
cblr-5118	568	3	presuming	presume	VERB
cblr-5118	568	4	that	that	SCONJ
cblr-5118	568	5	ai	ai	VERB
cblr-5118	568	6	will	will	AUX
cblr-5118	568	7	operate	operate	VERB
cblr-5118	568	8	without	without	ADP
cblr-5118	568	9	selfinterest	selfinterest	NOUN
cblr-5118	568	10	,	,	PUNCT
cblr-5118	568	11	there	there	PRON
cblr-5118	568	12	is	be	VERB
cblr-5118	568	13	also	also	ADV
cblr-5118	568	14	no	no	DET
cblr-5118	568	15	need	need	NOUN
cblr-5118	568	16	to	to	PART
cblr-5118	568	17	have	have	AUX
cblr-5118	568	18	multiple	multiple	ADJ
cblr-5118	568	19	directors	director	NOUN
cblr-5118	568	20	monitor	monitor	VERB
cblr-5118	568	21	each	each	DET
cblr-5118	568	22	other	other	ADJ
cblr-5118	568	23	in	in	ADP
cblr-5118	568	24	order	order	NOUN
cblr-5118	568	25	to	to	PART
cblr-5118	568	26	mitigate	mitigate	VERB
cblr-5118	568	27	the	the	DET
cblr-5118	568	28	effects	effect	NOUN
cblr-5118	568	29	of	of	ADP
cblr-5118	568	30	conflicted	conflicted	ADJ
cblr-5118	568	31	human	human	ADJ
cblr-5118	568	32	behavior	behavior	NOUN
cblr-5118	568	33	.	.	PUNCT
cblr-5118	569	1	at	at	ADP
cblr-5118	569	2	least	least	ADV
cblr-5118	569	3	theoretically	theoretically	ADV
cblr-5118	569	4	,	,	PUNCT
cblr-5118	569	5	ai	ai	VERB
cblr-5118	569	6	software	software	NOUN
cblr-5118	569	7	could	could	AUX
cblr-5118	569	8	also	also	ADV
cblr-5118	569	9	be	be	AUX
cblr-5118	569	10	free	free	ADJ
cblr-5118	569	11	from	from	ADP
cblr-5118	569	12	biases	bias	NOUN
cblr-5118	569	13	.	.	PUNCT
cblr-5118	570	1	frey	frey	PROPN
cblr-5118	570	2	and	and	CCONJ
cblr-5118	570	3	osborne	osborne	PROPN
cblr-5118	570	4	have	have	AUX
cblr-5118	570	5	noted	note	VERB
cblr-5118	570	6	that	that	SCONJ
cblr-5118	570	7	“	"	PUNCT
cblr-5118	570	8	[	[	X
cblr-5118	570	9	c]omputerisation	c]omputerisation	NUM
cblr-5118	570	10	of	of	ADP
cblr-5118	570	11	cognitive	cognitive	ADJ
cblr-5118	570	12	tasks	task	NOUN
cblr-5118	570	13	is	be	AUX
cblr-5118	570	14	.	.	PUNCT
cblr-5118	570	15	.	.	PUNCT
cblr-5118	570	16	.	.	PUNCT
cblr-5118	571	1	aided	aid	VERB
cblr-5118	571	2	by	by	ADP
cblr-5118	571	3	another	another	DET
cblr-5118	571	4	core	core	ADJ
cblr-5118	571	5	comparative	comparative	ADJ
cblr-5118	571	6	advantage	advantage	NOUN
cblr-5118	571	7	of	of	ADP
cblr-5118	571	8	algorithms	algorithm	NOUN
cblr-5118	571	9	:	:	PUNCT
cblr-5118	571	10	their	their	PRON
cblr-5118	571	11	absence	absence	NOUN
cblr-5118	571	12	of	of	ADP
cblr-5118	571	13	some	some	DET
cblr-5118	571	14	human	human	ADJ
cblr-5118	571	15	biases	bias	NOUN
cblr-5118	571	16	”	"	PUNCT
cblr-5118	571	17	and	and	CCONJ
cblr-5118	571	18	suggested	suggest	VERB
cblr-5118	571	19	“	"	PUNCT
cblr-5118	571	20	that	that	SCONJ
cblr-5118	571	21	many	many	ADJ
cblr-5118	571	22	roles	role	NOUN
cblr-5118	571	23	involving	involve	VERB
cblr-5118	571	24	decisionmaking	decisionmake	VERB
cblr-5118	571	25	will	will	AUX
cblr-5118	571	26	benefit	benefit	VERB
cblr-5118	571	27	from	from	ADP
cblr-5118	571	28	impartial	impartial	ADJ
cblr-5118	571	29	algorithmic	algorithmic	ADJ
cblr-5118	571	30	solutions	solution	NOUN
cblr-5118	571	31	.	.	PUNCT
cblr-5118	571	32	”164	”164	NOUN
cblr-5118	571	33	as	as	SCONJ
cblr-5118	571	34	they	they	PRON
cblr-5118	571	35	explain	explain	VERB
cblr-5118	571	36	,	,	PUNCT
cblr-5118	571	37	occupations	occupation	NOUN
cblr-5118	571	38	that	that	PRON
cblr-5118	571	39	require	require	VERB
cblr-5118	571	40	“	"	PUNCT
cblr-5118	571	41	subtle	subtle	ADJ
cblr-5118	571	42	judgement	judgement	NOUN
cblr-5118	571	43	”	"	PUNCT
cblr-5118	571	44	are	be	AUX
cblr-5118	571	45	increasingly	increasingly	ADV
cblr-5118	571	46	susceptible	susceptible	ADJ
cblr-5118	571	47	to	to	ADP
cblr-5118	571	48	computerization	computerization	NOUN
cblr-5118	571	49	as	as	ADP
cblr-5118	571	50	“	"	PUNCT
cblr-5118	571	51	the	the	DET
cblr-5118	571	52	unbiased	unbiased	ADJ
cblr-5118	571	53	decision	decision	NOUN
cblr-5118	571	54	making	making	NOUN
cblr-5118	571	55	of	of	ADP
cblr-5118	571	56	an	an	DET
cblr-5118	571	57	algorithm	algorithm	NOUN
cblr-5118	571	58	represents	represent	VERB
cblr-5118	571	59	a	a	DET
cblr-5118	571	60	comparative	comparative	ADJ
cblr-5118	571	61	advantage	advantage	NOUN
cblr-5118	571	62	over	over	ADP
cblr-5118	571	63	human	human	ADJ
cblr-5118	571	64	operators	operator	NOUN
cblr-5118	571	65	.	.	PUNCT
cblr-5118	572	1	”165	”165	VERB
cblr-5118	572	2	given	give	VERB
cblr-5118	572	3	these	these	DET
cblr-5118	572	4	qualities	quality	NOUN
cblr-5118	572	5	,	,	PUNCT
cblr-5118	572	6	frey	frey	PROPN
cblr-5118	572	7	and	and	CCONJ
cblr-5118	572	8	osborne	osborne	PROPN
cblr-5118	572	9	suggest	suggest	VERB
cblr-5118	572	10	that	that	SCONJ
cblr-5118	572	11	in	in	ADP
cblr-5118	572	12	addition	addition	NOUN
cblr-5118	572	13	to	to	ADP
cblr-5118	572	14	simply	simply	ADV
cblr-5118	572	15	providing	provide	VERB
cblr-5118	572	16	algorithmic	algorithmic	ADJ
cblr-5118	572	17	recommendations	recommendation	NOUN
cblr-5118	572	18	to	to	ADP
cblr-5118	572	19	human	human	ADJ
cblr-5118	572	20	operators	operator	NOUN
cblr-5118	572	21	,	,	PUNCT
cblr-5118	572	22	eventually	eventually	ADV
cblr-5118	572	23	“	"	PUNCT
cblr-5118	572	24	algorithms	algorithm	NOUN
cblr-5118	572	25	will	will	AUX
cblr-5118	572	26	themselves	themselves	PRON
cblr-5118	572	27	be	be	AUX
cblr-5118	572	28	responsible	responsible	ADJ
cblr-5118	572	29	for	for	ADP
cblr-5118	572	30	appropriate	appropriate	ADJ
cblr-5118	572	31	decisionmaking	decisionmaking	NOUN
cblr-5118	572	32	.	.	PUNCT
cblr-5118	572	33	”166	”166	PUNCT
cblr-5118	573	1	yet	yet	ADV
cblr-5118	573	2	,	,	PUNCT
cblr-5118	573	3	ai	ai	VERB
cblr-5118	573	4	is	be	AUX
cblr-5118	573	5	only	only	ADV
cblr-5118	573	6	as	as	ADV
cblr-5118	573	7	good	good	ADJ
cblr-5118	573	8	as	as	ADP
cblr-5118	573	9	its	its	PRON
cblr-5118	573	10	inputs	input	NOUN
cblr-5118	573	11	and	and	CCONJ
cblr-5118	573	12	programming	programming	NOUN
cblr-5118	573	13	.	.	PUNCT
cblr-5118	574	1	as	as	ADV
cblr-5118	574	2	long	long	ADV
cblr-5118	574	3	as	as	SCONJ
cblr-5118	574	4	software	software	NOUN
cblr-5118	574	5	is	be	AUX
cblr-5118	574	6	programmed	program	VERB
cblr-5118	574	7	by	by	ADP
cblr-5118	574	8	humans	human	NOUN
cblr-5118	574	9	,	,	PUNCT
cblr-5118	574	10	it	it	PRON
cblr-5118	574	11	is	be	AUX
cblr-5118	574	12	vulnerable	vulnerable	ADJ
cblr-5118	574	13	to	to	ADP
cblr-5118	574	14	our	our	PRON
cblr-5118	574	15	inherent	inherent	ADJ
cblr-5118	574	16	biases.167	biases.167	NOUN
cblr-5118	574	17	indeed	indeed	ADV
cblr-5118	574	18	,	,	PUNCT
cblr-5118	574	19	recent	recent	ADJ
cblr-5118	574	20	developments	development	NOUN
cblr-5118	574	21	in	in	ADP
cblr-5118	574	22	areas	area	NOUN
cblr-5118	574	23	ranging	range	VERB
cblr-5118	574	24	from	from	ADP
cblr-5118	574	25	computerized	computerized	ADJ
cblr-5118	574	26	hiring	hiring	NOUN
cblr-5118	574	27	processes	process	NOUN
cblr-5118	574	28	to	to	ADP
cblr-5118	574	29	the	the	DET
cblr-5118	574	30	selection	selection	NOUN
cblr-5118	574	31	of	of	ADP
cblr-5118	574	32	neighborhoods	neighborhood	NOUN
cblr-5118	574	33	for	for	ADP
cblr-5118	574	34	same	same	ADJ
cblr-5118	574	35	day	day	NOUN
cblr-5118	574	36	retail	retail	ADJ
cblr-5118	574	37	delivery	delivery	NOUN
cblr-5118	574	38	and	and	CCONJ
cblr-5118	574	39	decisions	decision	NOUN
cblr-5118	574	40	on	on	ADP
cblr-5118	574	41	medicaid	medicaid	PROPN
cblr-5118	574	42	payments	payment	NOUN
cblr-5118	574	43	have	have	AUX
cblr-5118	574	44	highlighted	highlight	VERB
cblr-5118	574	45	the	the	DET
cblr-5118	574	46	problem	problem	NOUN
cblr-5118	574	47	of	of	ADP
cblr-5118	574	48	biased	biased	ADJ
cblr-5118	574	49	ai	ai	VERB
cblr-5118	574	50	decisions.168	decisions.168	NOUN
cblr-5118	574	51	thus	thus	ADV
cblr-5118	574	52	,	,	PUNCT
cblr-5118	574	53	biases	bias	NOUN
cblr-5118	574	54	and	and	CCONJ
cblr-5118	574	55	other	other	ADJ
cblr-5118	574	56	limitations	limitation	NOUN
cblr-5118	574	57	164	164	NUM
cblr-5118	574	58	frey	frey	PROPN
cblr-5118	574	59	&	&	CCONJ
cblr-5118	574	60	osborne	osborne	PROPN
cblr-5118	574	61	,	,	PUNCT
cblr-5118	574	62	supra	supra	PROPN
cblr-5118	574	63	note	note	PROPN
cblr-5118	574	64	97	97	NUM
cblr-5118	574	65	,	,	PUNCT
cblr-5118	574	66	at	at	ADP
cblr-5118	574	67	259	259	NUM
cblr-5118	574	68	.	.	PUNCT
cblr-5118	575	1	165	165	NUM
cblr-5118	576	1	i	i	PRON
cblr-5118	576	2	d.	d.	PROPN
cblr-5118	576	3	at	at	ADP
cblr-5118	576	4	260	260	NUM
cblr-5118	576	5	.	.	PUNCT
cblr-5118	577	1	166	166	NUM
cblr-5118	577	2	i	i	PRON
cblr-5118	577	3	d.	d.	PROPN
cblr-5118	577	4	167	167	NUM
cblr-5118	577	5	see	see	VERB
cblr-5118	577	6	,	,	PUNCT
cblr-5118	577	7	e.g.	e.g.	ADV
cblr-5118	577	8	,	,	PUNCT
cblr-5118	577	9	anjanette	anjanette	PROPN
cblr-5118	577	10	h.	h.	PROPN
cblr-5118	577	11	raymond	raymond	PROPN
cblr-5118	577	12	et	et	PROPN
cblr-5118	577	13	al	al	PROPN
cblr-5118	577	14	.	.	PROPN
cblr-5118	577	15	,	,	PUNCT
cblr-5118	577	16	building	build	VERB
cblr-5118	577	17	a	a	DET
cblr-5118	577	18	better	well	ADJ
cblr-5118	577	19	hal	hal	NOUN
cblr-5118	577	20	9000	9000	NUM
cblr-5118	577	21	:	:	PUNCT
cblr-5118	577	22	algorithms	algorithm	NOUN
cblr-5118	577	23	,	,	PUNCT
cblr-5118	577	24	the	the	DET
cblr-5118	577	25	market	market	NOUN
cblr-5118	577	26	,	,	PUNCT
cblr-5118	577	27	and	and	CCONJ
cblr-5118	577	28	the	the	DET
cblr-5118	577	29	need	need	NOUN
cblr-5118	577	30	to	to	PART
cblr-5118	577	31	prevent	prevent	VERB
cblr-5118	577	32	the	the	DET
cblr-5118	577	33	engraining	engraining	NOUN
cblr-5118	577	34	of	of	ADP
cblr-5118	577	35	bias	bias	NOUN
cblr-5118	577	36	,	,	PUNCT
cblr-5118	577	37	15	15	NUM
cblr-5118	577	38	nw	nw	PROPN
cblr-5118	577	39	.	.	PROPN
cblr-5118	577	40	j.	j.	PROPN
cblr-5118	577	41	tech	tech	PROPN
cblr-5118	577	42	.	.	PROPN
cblr-5118	578	1	&	&	CCONJ
cblr-5118	579	1	intell	intell	PROPN
cblr-5118	579	2	.	.	PUNCT
cblr-5118	580	1	prop	prop	NOUN
cblr-5118	580	2	.	.	PUNCT
cblr-5118	581	1	215	215	NUM
cblr-5118	581	2	,	,	PUNCT
cblr-5118	581	3	223	223	NUM
cblr-5118	581	4	(	(	PUNCT
cblr-5118	581	5	2018	2018	NUM
cblr-5118	581	6	)	)	PUNCT
cblr-5118	581	7	(	(	PUNCT
cblr-5118	581	8	discussing	discuss	VERB
cblr-5118	581	9	various	various	ADJ
cblr-5118	581	10	types	type	NOUN
cblr-5118	581	11	of	of	ADP
cblr-5118	581	12	algorithmic	algorithmic	ADJ
cblr-5118	581	13	biases	bias	NOUN
cblr-5118	581	14	and	and	CCONJ
cblr-5118	581	15	their	their	PRON
cblr-5118	581	16	impacts	impact	NOUN
cblr-5118	581	17	)	)	PUNCT
cblr-5118	581	18	.	.	PUNCT
cblr-5118	582	1	168	168	NUM
cblr-5118	582	2	see	see	VERB
cblr-5118	582	3	madhumita	madhumita	PROPN
cblr-5118	582	4	murgia	murgia	PROPN
cblr-5118	582	5	,	,	PUNCT
cblr-5118	582	6	how	how	SCONJ
cblr-5118	582	7	to	to	PART
cblr-5118	582	8	stop	stop	VERB
cblr-5118	582	9	computers	computer	NOUN
cblr-5118	582	10	being	be	AUX
cblr-5118	582	11	biased	bias	VERB
cblr-5118	582	12	,	,	PUNCT
cblr-5118	582	13	fin	fin	NOUN
cblr-5118	582	14	.	.	PUNCT
cblr-5118	582	15	times	times	PROPN
cblr-5118	582	16	(	(	PUNCT
cblr-5118	582	17	feb	feb	PROPN
cblr-5118	582	18	.	.	PROPN
cblr-5118	582	19	13	13	NUM
cblr-5118	582	20	,	,	PUNCT
cblr-5118	582	21	2019	2019	NUM
cblr-5118	582	22	)	)	PUNCT
cblr-5118	582	23	,	,	PUNCT
cblr-5118	582	24	https://www.ft.com/content/12dcd0f4-2ec8-11e98744-e7016697f225	https://www.ft.com/content/12dcd0f4-2ec8-11e98744-e7016697f225	PROPN
cblr-5118	582	25	(	(	PUNCT
cblr-5118	582	26	on	on	ADP
cblr-5118	582	27	file	file	NOUN
cblr-5118	582	28	with	with	ADP
cblr-5118	582	29	the	the	DET
cblr-5118	582	30	columbia	columbia	PROPN
cblr-5118	582	31	business	business	PROPN
cblr-5118	582	32	law	law	PROPN
cblr-5118	582	33	review	review	PROPN
cblr-5118	582	34	)	)	PUNCT
cblr-5118	582	35	(	(	PUNCT
cblr-5118	582	36	discussing	discuss	VERB
cblr-5118	582	37	a	a	DET
cblr-5118	582	38	discontinued	discontinue	VERB
cblr-5118	582	39	pilot	pilot	NOUN
cblr-5118	582	40	program	program	NOUN
cblr-5118	582	41	for	for	ADP
cblr-5118	582	42	hiring	hire	VERB
cblr-5118	582	43	at	at	ADP
cblr-5118	582	44	amazon	amazon	NOUN
cblr-5118	582	45	and	and	CCONJ
cblr-5118	582	46	idaho	idaho	PROPN
cblr-5118	582	47	’s	’s	PART
cblr-5118	582	48	failed	fail	VERB
cblr-5118	582	49	medicaid	medicaid	PROPN
cblr-5118	582	50	computer	computer	NOUN
cblr-5118	582	51	program	program	PROPN
cblr-5118	582	52	)	)	PUNCT
cblr-5118	582	53	;	;	PUNCT
cblr-5118	582	54	see	see	VERB
cblr-5118	582	55	also	also	ADV
cblr-5118	582	56	sian	sian	ADJ
cblr-5118	582	57	bradley	bradley	PROPN
cblr-5118	582	58	,	,	PUNCT
cblr-5118	582	59	all	all	DET
cblr-5118	582	60	the	the	DET
cblr-5118	582	61	creepy	creepy	ADJ
cblr-5118	582	62	,	,	PUNCT
cblr-5118	582	63	crazy	crazy	ADJ
cblr-5118	582	64	and	and	CCONJ
cblr-5118	582	65	amazing	amazing	ADJ
cblr-5118	582	66	things	thing	NOUN
cblr-5118	582	67	that	that	PRON
cblr-5118	582	68	happened	happen	VERB
cblr-5118	582	69	in	in	ADP
cblr-5118	582	70	ai	ai	NOUN
cblr-5118	582	71	in	in	ADP
cblr-5118	582	72	2017	2017	NUM
cblr-5118	582	73	,	,	PUNCT
cblr-5118	582	74	wired	wire	VERB
cblr-5118	582	75	(	(	PUNCT
cblr-5118	582	76	dec	dec	PROPN
cblr-5118	582	77	.	.	PROPN
cblr-5118	582	78	20	20	NUM
cblr-5118	582	79	,	,	PUNCT
cblr-5118	582	80	2017	2017	NUM
cblr-5118	582	81	)	)	PUNCT
cblr-5118	582	82	,	,	PUNCT
cblr-5118	582	83	https://www.wired.co.uk/article/what-happened-in-ai-in-2017	https://www.wired.co.uk/article/what-happened-in-ai-in-2017	NOUN
cblr-5118	582	84	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	582	85	(	(	PUNCT
cblr-5118	582	86	do	do	AUX
cblr-5118	582	87	not	not	PART
cblr-5118	582	88	delte	delte	VERB
cblr-5118	582	89	)	)	PUNCT
cblr-5118	582	90	1/8/2020	1/8/2020	NUM
cblr-5118	582	91	4:46	4:46	NUM
cblr-5118	582	92	pm	pm	NOUN
cblr-5118	582	93	1006	1006	NUM
cblr-5118	582	94	columbia	columbia	PROPN
cblr-5118	582	95	business	business	NOUN
cblr-5118	582	96	law	law	PROPN
cblr-5118	582	97	review	review	NOUN
cblr-5118	582	98	[	[	X
cblr-5118	582	99	vol	vol	NOUN
cblr-5118	582	100	.	.	PUNCT
cblr-5118	582	101	2019	2019	NUM
cblr-5118	582	102	observed	observe	VERB
cblr-5118	582	103	in	in	ADP
cblr-5118	582	104	humans	human	NOUN
cblr-5118	582	105	will	will	AUX
cblr-5118	582	106	not	not	PART
cblr-5118	582	107	automatically	automatically	ADV
cblr-5118	582	108	be	be	AUX
cblr-5118	582	109	eradicated	eradicate	VERB
cblr-5118	582	110	through	through	ADP
cblr-5118	582	111	the	the	DET
cblr-5118	582	112	use	use	NOUN
cblr-5118	582	113	of	of	ADP
cblr-5118	582	114	ai	ai	VERB
cblr-5118	582	115	in	in	ADP
cblr-5118	582	116	corporate	corporate	ADJ
cblr-5118	582	117	management	management	NOUN
cblr-5118	582	118	.	.	PUNCT
cblr-5118	583	1	nevertheless	nevertheless	ADV
cblr-5118	583	2	,	,	PUNCT
cblr-5118	583	3	ai	ai	AUX
cblr-5118	583	4	undeniably	undeniably	ADV
cblr-5118	583	5	has	have	VERB
cblr-5118	583	6	the	the	DET
cblr-5118	583	7	potential	potential	NOUN
cblr-5118	583	8	to	to	PART
cblr-5118	583	9	reduce	reduce	VERB
cblr-5118	583	10	biases	bias	NOUN
cblr-5118	583	11	.	.	PUNCT
cblr-5118	584	1	as	as	SCONJ
cblr-5118	584	2	noted	note	VERB
cblr-5118	584	3	above	above	ADV
cblr-5118	584	4	,	,	PUNCT
cblr-5118	584	5	ai	ai	VERB
cblr-5118	584	6	offers	offer	VERB
cblr-5118	584	7	a	a	DET
cblr-5118	584	8	promising	promising	ADJ
cblr-5118	584	9	potential	potential	NOUN
cblr-5118	584	10	in	in	SCONJ
cblr-5118	584	11	that	that	SCONJ
cblr-5118	584	12	it	it	PRON
cblr-5118	584	13	could	could	AUX
cblr-5118	584	14	be	be	AUX
cblr-5118	584	15	designed	design	VERB
cblr-5118	584	16	to	to	PART
cblr-5118	584	17	be	be	AUX
cblr-5118	584	18	completely	completely	ADV
cblr-5118	584	19	unbiased	unbiased	ADJ
cblr-5118	584	20	and	and	CCONJ
cblr-5118	584	21	lead	lead	VERB
cblr-5118	584	22	to	to	ADP
cblr-5118	584	23	increased	increase	VERB
cblr-5118	584	24	objectivity	objectivity	NOUN
cblr-5118	584	25	in	in	ADP
cblr-5118	584	26	decisionmaking.169	decisionmaking.169	PROPN
cblr-5118	584	27	b.	b.	PROPN
cblr-5118	584	28	corporate	corporate	ADJ
cblr-5118	584	29	management	management	NOUN
cblr-5118	584	30	fused	fuse	VERB
cblr-5118	584	31	boards	board	NOUN
cblr-5118	584	32	may	may	AUX
cblr-5118	584	33	be	be	AUX
cblr-5118	584	34	the	the	DET
cblr-5118	584	35	beginning	beginning	NOUN
cblr-5118	584	36	,	,	PUNCT
cblr-5118	584	37	but	but	CCONJ
cblr-5118	584	38	they	they	PRON
cblr-5118	584	39	will	will	AUX
cblr-5118	584	40	hardly	hardly	ADV
cblr-5118	584	41	be	be	AUX
cblr-5118	584	42	the	the	DET
cblr-5118	584	43	last	last	ADJ
cblr-5118	584	44	step	step	NOUN
cblr-5118	584	45	in	in	ADP
cblr-5118	584	46	the	the	DET
cblr-5118	584	47	evolution	evolution	NOUN
cblr-5118	584	48	of	of	ADP
cblr-5118	584	49	corporate	corporate	ADJ
cblr-5118	584	50	leadership	leadership	NOUN
cblr-5118	584	51	.	.	PUNCT
cblr-5118	585	1	ai	ai	VERB
cblr-5118	585	2	will	will	AUX
cblr-5118	585	3	likely	likely	ADV
cblr-5118	585	4	also	also	ADV
cblr-5118	585	5	lead	lead	VERB
cblr-5118	585	6	to	to	ADP
cblr-5118	585	7	the	the	DET
cblr-5118	585	8	“	"	PUNCT
cblr-5118	585	9	fused	fused	ADJ
cblr-5118	585	10	management	management	NOUN
cblr-5118	585	11	”	"	PUNCT
cblr-5118	585	12	of	of	ADP
cblr-5118	585	13	companies	company	NOUN
cblr-5118	585	14	.	.	PUNCT
cblr-5118	586	1	[	[	X
cblr-5118	586	2	https://perma.cc/3a5a-lfl3	https://perma.cc/3a5a-lfl3	X
cblr-5118	586	3	]	]	X
cblr-5118	586	4	(	(	PUNCT
cblr-5118	586	5	providing	provide	VERB
cblr-5118	586	6	examples	example	NOUN
cblr-5118	586	7	of	of	ADP
cblr-5118	586	8	bias	bias	NOUN
cblr-5118	586	9	in	in	ADP
cblr-5118	586	10	ai	ai	NOUN
cblr-5118	586	11	)	)	PUNCT
cblr-5118	586	12	;	;	PUNCT
cblr-5118	586	13	tim	tim	PROPN
cblr-5118	586	14	hartford	hartford	PROPN
cblr-5118	586	15	,	,	PUNCT
cblr-5118	586	16	expect	expect	VERB
cblr-5118	586	17	mischief	mischief	NOUN
cblr-5118	586	18	as	as	SCONJ
cblr-5118	586	19	algorithms	algorithm	NOUN
cblr-5118	586	20	proliferate	proliferate	VERB
cblr-5118	586	21	,	,	PUNCT
cblr-5118	586	22	fin	fin	NOUN
cblr-5118	586	23	.	.	PUNCT
cblr-5118	586	24	times	times	PROPN
cblr-5118	586	25	(	(	PUNCT
cblr-5118	586	26	feb	feb	PROPN
cblr-5118	586	27	.	.	PROPN
cblr-5118	586	28	22	22	NUM
cblr-5118	586	29	,	,	PUNCT
cblr-5118	586	30	2019	2019	NUM
cblr-5118	586	31	)	)	PUNCT
cblr-5118	586	32	,	,	PUNCT
cblr-5118	586	33	https://www.ft.com/content/3b9977a0-35c5-11e9-bb0c-42459962a81	https://www.ft.com/content/3b9977a0-35c5-11e9-bb0c-42459962a81	NOUN
cblr-5118	586	34	(	(	PUNCT
cblr-5118	586	35	on	on	ADP
cblr-5118	586	36	file	file	NOUN
cblr-5118	586	37	with	with	ADP
cblr-5118	586	38	columbia	columbia	PROPN
cblr-5118	586	39	business	business	PROPN
cblr-5118	586	40	law	law	PROPN
cblr-5118	586	41	review	review	PROPN
cblr-5118	586	42	)	)	PUNCT
cblr-5118	586	43	(	(	PUNCT
cblr-5118	586	44	discussing	discuss	VERB
cblr-5118	586	45	how	how	SCONJ
cblr-5118	586	46	algorithms	algorithm	NOUN
cblr-5118	586	47	can	can	AUX
cblr-5118	586	48	magnify	magnify	VERB
cblr-5118	586	49	human	human	ADJ
cblr-5118	586	50	errors	error	NOUN
cblr-5118	586	51	and	and	CCONJ
cblr-5118	586	52	even	even	ADV
cblr-5118	586	53	be	be	AUX
cblr-5118	586	54	“	"	PUNCT
cblr-5118	586	55	conspiring	conspire	VERB
cblr-5118	586	56	against	against	ADP
cblr-5118	586	57	us	we	PRON
cblr-5118	586	58	”	"	PUNCT
cblr-5118	586	59	)	)	PUNCT
cblr-5118	586	60	.	.	PUNCT
cblr-5118	587	1	169	169	NUM
cblr-5118	587	2	see	see	VERB
cblr-5118	587	3	assaf	assaf	PROPN
cblr-5118	587	4	hamdani	hamdani	PROPN
cblr-5118	587	5	et	et	PROPN
cblr-5118	587	6	al	al	PROPN
cblr-5118	587	7	.	.	PROPN
cblr-5118	587	8	,	,	PUNCT
cblr-5118	587	9	technological	technological	ADJ
cblr-5118	587	10	progress	progress	NOUN
cblr-5118	587	11	and	and	CCONJ
cblr-5118	587	12	the	the	DET
cblr-5118	587	13	future	future	NOUN
cblr-5118	587	14	of	of	ADP
cblr-5118	587	15	the	the	DET
cblr-5118	587	16	corporation	corporation	NOUN
cblr-5118	587	17	,	,	PUNCT
cblr-5118	587	18	6	6	NUM
cblr-5118	587	19	j.	j.	PROPN
cblr-5118	587	20	british	british	PROPN
cblr-5118	587	21	acad	acad	PROPN
cblr-5118	587	22	.	.	PUNCT
cblr-5118	588	1	215	215	NUM
cblr-5118	588	2	,	,	PUNCT
cblr-5118	588	3	229	229	NUM
cblr-5118	588	4	(	(	PUNCT
cblr-5118	588	5	2018	2018	NUM
cblr-5118	588	6	)	)	PUNCT
cblr-5118	588	7	(	(	PUNCT
cblr-5118	588	8	opining	opine	VERB
cblr-5118	588	9	that	that	SCONJ
cblr-5118	588	10	“	"	PUNCT
cblr-5118	588	11	ai	ai	VERB
cblr-5118	588	12	algorithms	algorithm	NOUN
cblr-5118	588	13	may	may	AUX
cblr-5118	588	14	become	become	VERB
cblr-5118	588	15	better	well	ADJ
cblr-5118	588	16	on	on	ADP
cblr-5118	588	17	average	average	ADJ
cblr-5118	588	18	at	at	ADP
cblr-5118	588	19	making	make	VERB
cblr-5118	588	20	governance	governance	NOUN
cblr-5118	588	21	decisions	decision	NOUN
cblr-5118	588	22	than	than	ADP
cblr-5118	588	23	individuals	individual	NOUN
cblr-5118	588	24	due	due	ADP
cblr-5118	588	25	to	to	ADP
cblr-5118	588	26	their	their	PRON
cblr-5118	588	27	superior	superior	ADJ
cblr-5118	588	28	ability	ability	NOUN
cblr-5118	588	29	to	to	PART
cblr-5118	588	30	process	process	VERB
cblr-5118	588	31	information	information	NOUN
cblr-5118	588	32	,	,	PUNCT
cblr-5118	588	33	freedom	freedom	NOUN
cblr-5118	588	34	from	from	ADP
cblr-5118	588	35	biases	bias	NOUN
cblr-5118	588	36	,	,	PUNCT
cblr-5118	588	37	and	and	CCONJ
cblr-5118	588	38	lack	lack	NOUN
cblr-5118	588	39	of	of	ADP
cblr-5118	588	40	side	side	NOUN
cblr-5118	588	41	interests	interest	NOUN
cblr-5118	588	42	”	"	PUNCT
cblr-5118	588	43	)	)	PUNCT
cblr-5118	588	44	;	;	PUNCT
cblr-5118	588	45	see	see	VERB
cblr-5118	588	46	also	also	ADV
cblr-5118	588	47	john	john	PROPN
cblr-5118	588	48	armour	armour	PROPN
cblr-5118	588	49	&	&	CCONJ
cblr-5118	588	50	horst	horst	PROPN
cblr-5118	588	51	eidenmüller	eidenmüller	PROPN
cblr-5118	588	52	,	,	PUNCT
cblr-5118	588	53	self	self	NOUN
cblr-5118	588	54	-	-	PUNCT
cblr-5118	588	55	driving	drive	VERB
cblr-5118	588	56	corporations	corporation	NOUN
cblr-5118	588	57	?	?	PUNCT
cblr-5118	589	1	6	6	NUM
cblr-5118	589	2	,	,	PUNCT
cblr-5118	589	3	25–28	25–28	NUM
cblr-5118	589	4	(	(	PUNCT
cblr-5118	589	5	eur	eur	PROPN
cblr-5118	589	6	.	.	PROPN
cblr-5118	589	7	corp	corp	PROPN
cblr-5118	589	8	.	.	PROPN
cblr-5118	589	9	governance	governance	PROPN
cblr-5118	589	10	inst	inst	PROPN
cblr-5118	589	11	.	.	PROPN
cblr-5118	589	12	,	,	PUNCT
cblr-5118	589	13	law	law	NOUN
cblr-5118	589	14	working	working	NOUN
cblr-5118	589	15	paper	paper	NOUN
cblr-5118	589	16	no	no	INTJ
cblr-5118	589	17	.	.	PUNCT
cblr-5118	590	1	475/2019	475/2019	NUM
cblr-5118	590	2	,	,	PUNCT
cblr-5118	590	3	2019	2019	NUM
cblr-5118	590	4	)	)	PUNCT
cblr-5118	590	5	,	,	PUNCT
cblr-5118	591	1	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3442447	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3442447	PROPN
cblr-5118	591	2	[	[	X
cblr-5118	591	3	https://perma.cc/at24-9gjd	https://perma.cc/at24-9gjd	X
cblr-5118	591	4	]	]	X
cblr-5118	591	5	(	(	PUNCT
cblr-5118	591	6	suggesting	suggest	VERB
cblr-5118	591	7	that	that	SCONJ
cblr-5118	591	8	future	future	ADJ
cblr-5118	591	9	ai	ai	VERB
cblr-5118	591	10	technology	technology	NOUN
cblr-5118	591	11	may	may	AUX
cblr-5118	591	12	permit	permit	VERB
cblr-5118	591	13	humans	human	NOUN
cblr-5118	591	14	to	to	PART
cblr-5118	591	15	be	be	AUX
cblr-5118	591	16	replaced	replace	VERB
cblr-5118	591	17	at	at	ADP
cblr-5118	591	18	the	the	DET
cblr-5118	591	19	apex	apex	NOUN
cblr-5118	591	20	of	of	ADP
cblr-5118	591	21	corporate	corporate	ADJ
cblr-5118	591	22	decision	decision	NOUN
cblr-5118	591	23	-	-	PUNCT
cblr-5118	591	24	making	making	NOUN
cblr-5118	591	25	and	and	CCONJ
cblr-5118	591	26	that	that	SCONJ
cblr-5118	591	27	this	this	PRON
cblr-5118	591	28	will	will	AUX
cblr-5118	591	29	happen	happen	VERB
cblr-5118	591	30	first	first	ADV
cblr-5118	591	31	in	in	ADP
cblr-5118	591	32	subsidiaries	subsidiary	NOUN
cblr-5118	591	33	that	that	PRON
cblr-5118	591	34	perform	perform	VERB
cblr-5118	591	35	limited	limited	ADJ
cblr-5118	591	36	corporate	corporate	ADJ
cblr-5118	591	37	functions	function	NOUN
cblr-5118	591	38	)	)	PUNCT
cblr-5118	591	39	;	;	PUNCT
cblr-5118	591	40	christopher	christopher	PROPN
cblr-5118	591	41	m.	m.	PROPN
cblr-5118	591	42	bruner	bruner	PROPN
cblr-5118	591	43	,	,	PUNCT
cblr-5118	591	44	distributed	distribute	VERB
cblr-5118	591	45	ledgers	ledger	NOUN
cblr-5118	591	46	,	,	PUNCT
cblr-5118	591	47	artificial	artificial	ADJ
cblr-5118	591	48	intelligence	intelligence	NOUN
cblr-5118	591	49	,	,	PUNCT
cblr-5118	591	50	and	and	CCONJ
cblr-5118	591	51	the	the	DET
cblr-5118	591	52	purpose	purpose	NOUN
cblr-5118	591	53	of	of	ADP
cblr-5118	591	54	the	the	DET
cblr-5118	591	55	corporation	corporation	NOUN
cblr-5118	591	56	10–11	10–11	NUM
cblr-5118	591	57	(	(	PUNCT
cblr-5118	591	58	2019	2019	NUM
cblr-5118	591	59	)	)	PUNCT
cblr-5118	591	60	(	(	PUNCT
cblr-5118	591	61	unpublished	unpublished	ADJ
cblr-5118	591	62	manuscript	manuscript	NOUN
cblr-5118	591	63	)	)	PUNCT
cblr-5118	591	64	(	(	PUNCT
cblr-5118	591	65	on	on	ADP
cblr-5118	591	66	file	file	NOUN
cblr-5118	591	67	with	with	ADP
cblr-5118	591	68	the	the	DET
cblr-5118	591	69	columbia	columbia	PROPN
cblr-5118	591	70	business	business	PROPN
cblr-5118	591	71	law	law	PROPN
cblr-5118	591	72	review	review	PROPN
cblr-5118	591	73	)	)	PUNCT
cblr-5118	591	74	(	(	PUNCT
cblr-5118	591	75	stating	state	VERB
cblr-5118	591	76	that	that	SCONJ
cblr-5118	591	77	new	new	ADJ
cblr-5118	591	78	technologies	technology	NOUN
cblr-5118	591	79	may	may	AUX
cblr-5118	591	80	reduce	reduce	VERB
cblr-5118	591	81	the	the	DET
cblr-5118	591	82	need	need	NOUN
cblr-5118	591	83	for	for	ADP
cblr-5118	591	84	human	human	ADJ
cblr-5118	591	85	decision	decision	NOUN
cblr-5118	591	86	-	-	PUNCT
cblr-5118	591	87	making	making	NOUN
cblr-5118	591	88	for	for	ADP
cblr-5118	591	89	a	a	DET
cblr-5118	591	90	wide	wide	ADJ
cblr-5118	591	91	range	range	NOUN
cblr-5118	591	92	of	of	ADP
cblr-5118	591	93	board	board	NOUN
cblr-5118	591	94	-	-	PUNCT
cblr-5118	591	95	level	level	NOUN
cblr-5118	591	96	tasks	task	NOUN
cblr-5118	591	97	)	)	PUNCT
cblr-5118	591	98	;	;	PUNCT
cblr-5118	591	99	but	but	CCONJ
cblr-5118	591	100	see	see	VERB
cblr-5118	591	101	luca	luca	PROPN
cblr-5118	591	102	enriques	enriques	PROPN
cblr-5118	591	103	&	&	CCONJ
cblr-5118	591	104	dirk	dirk	PROPN
cblr-5118	591	105	a.	a.	PROPN
cblr-5118	591	106	zetsche	zetsche	PROPN
cblr-5118	591	107	,	,	PUNCT
cblr-5118	591	108	corporate	corporate	ADJ
cblr-5118	591	109	technologies	technology	NOUN
cblr-5118	591	110	and	and	CCONJ
cblr-5118	591	111	the	the	DET
cblr-5118	591	112	tech	tech	NOUN
cblr-5118	591	113	nirvana	nirvana	PROPN
cblr-5118	591	114	fallacy	fallacy	NOUN
cblr-5118	591	115	30	30	NUM
cblr-5118	591	116	(	(	PUNCT
cblr-5118	591	117	eur	eur	PROPN
cblr-5118	591	118	.	.	PROPN
cblr-5118	591	119	corp	corp	PROPN
cblr-5118	591	120	.	.	PROPN
cblr-5118	591	121	governance	governance	PROPN
cblr-5118	591	122	inst	inst	PROPN
cblr-5118	591	123	.	.	PROPN
cblr-5118	591	124	,	,	PUNCT
cblr-5118	591	125	law	law	NOUN
cblr-5118	591	126	working	working	NOUN
cblr-5118	591	127	paper	paper	NOUN
cblr-5118	591	128	no	no	INTJ
cblr-5118	591	129	.	.	PROPN
cblr-5118	591	130	457	457	NUM
cblr-5118	591	131	,	,	PUNCT
cblr-5118	591	132	2019	2019	NUM
cblr-5118	591	133	)	)	PUNCT
cblr-5118	591	134	,	,	PUNCT
cblr-5118	591	135	https://ssrn.com/abstract=3392321[https://perma.cc/4ujf-l5es	https://ssrn.com/abstract=3392321[https://perma.cc/4ujf-l5es	PROPN
cblr-5118	591	136	]	]	X
cblr-5118	591	137	(	(	PUNCT
cblr-5118	591	138	arguing	argue	VERB
cblr-5118	591	139	that	that	SCONJ
cblr-5118	591	140	it	it	PRON
cblr-5118	591	141	is	be	AUX
cblr-5118	591	142	unlikely	unlikely	ADJ
cblr-5118	591	143	that	that	SCONJ
cblr-5118	591	144	new	new	ADJ
cblr-5118	591	145	technologies	technology	NOUN
cblr-5118	591	146	will	will	AUX
cblr-5118	591	147	replace	replace	VERB
cblr-5118	591	148	existing	exist	VERB
cblr-5118	591	149	corporate	corporate	ADJ
cblr-5118	591	150	governance	governance	NOUN
cblr-5118	591	151	mechanisms	mechanism	NOUN
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cblr-5118	591	153	.	.	PUNCT
cblr-5118	592	1	specifically	specifically	ADV
cblr-5118	592	2	on	on	ADP
cblr-5118	592	3	ai	ai	NOUN
cblr-5118	592	4	-	-	PUNCT
cblr-5118	592	5	management	management	NOUN
cblr-5118	592	6	,	,	PUNCT
cblr-5118	592	7	enriques	enrique	NOUN
cblr-5118	592	8	and	and	CCONJ
cblr-5118	592	9	zetsche	zetsche	NOUN
cblr-5118	592	10	opine	opine	VERB
cblr-5118	592	11	that	that	SCONJ
cblr-5118	592	12	“	"	PUNCT
cblr-5118	592	13	[	[	X
cblr-5118	592	14	i]n	i]n	PRON
cblr-5118	592	15	sharp	sharp	ADJ
cblr-5118	592	16	contrast	contrast	NOUN
cblr-5118	592	17	with	with	ADP
cblr-5118	592	18	tech	tech	NOUN
cblr-5118	592	19	proponents	proponent	NOUN
cblr-5118	592	20	’	'	PUNCT
cblr-5118	592	21	predictions	prediction	NOUN
cblr-5118	592	22	.	.	PUNCT
cblr-5118	592	23	.	.	PUNCT
cblr-5118	592	24	.	.	PUNCT
cblr-5118	593	1	the	the	DET
cblr-5118	593	2	idea	idea	NOUN
cblr-5118	593	3	that	that	SCONJ
cblr-5118	593	4	corptech	corptech	NOUN
cblr-5118	593	5	can	can	AUX
cblr-5118	593	6	make	make	VERB
cblr-5118	593	7	better	well	ADJ
cblr-5118	593	8	board	board	NOUN
cblr-5118	593	9	-	-	PUNCT
cblr-5118	593	10	level	level	NOUN
cblr-5118	593	11	decisions	decision	NOUN
cblr-5118	593	12	than	than	ADP
cblr-5118	593	13	humanpopulated	humanpopulated	ADJ
cblr-5118	593	14	boards	board	NOUN
cblr-5118	593	15	rests	rest	VERB
cblr-5118	593	16	on	on	ADP
cblr-5118	593	17	an	an	DET
cblr-5118	593	18	optimistic	optimistic	ADJ
cblr-5118	593	19	assessment	assessment	NOUN
cblr-5118	593	20	of	of	ADP
cblr-5118	593	21	what	what	PRON
cblr-5118	593	22	technology	technology	NOUN
cblr-5118	593	23	can	can	AUX
cblr-5118	593	24	do	do	AUX
cblr-5118	593	25	and	and	CCONJ
cblr-5118	593	26	an	an	DET
cblr-5118	593	27	overly	overly	ADV
cblr-5118	593	28	simplistic	simplistic	ADJ
cblr-5118	593	29	view	view	NOUN
cblr-5118	593	30	of	of	ADP
cblr-5118	593	31	a	a	DET
cblr-5118	593	32	board	board	NOUN
cblr-5118	593	33	’s	’s	PART
cblr-5118	593	34	functions	function	NOUN
cblr-5118	593	35	.	.	PUNCT
cblr-5118	593	36	”	"	PUNCT
cblr-5118	594	1	i	i	PRON
cblr-5118	594	2	d.	d.	VERB
cblr-5118	594	3	at	at	ADP
cblr-5118	594	4	30	30	NUM
cblr-5118	594	5	.	.	PUNCT
cblr-5118	595	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	595	2	(	(	PUNCT
cblr-5118	595	3	do	do	AUX
cblr-5118	595	4	not	not	PART
cblr-5118	595	5	delete	delete	VERB
cblr-5118	595	6	)	)	PUNCT
cblr-5118	595	7	1/8/2020	1/8/2020	NUM
cblr-5118	595	8	4:46	4:46	NUM
cblr-5118	595	9	pm	pm	NOUN
cblr-5118	595	10	no	no	INTJ
cblr-5118	595	11	.	.	PUNCT
cblr-5118	596	1	3:965	3:965	NUM
cblr-5118	596	2	]	]	X
cblr-5118	596	3	corporate	corporate	ADJ
cblr-5118	596	4	management	management	NOUN
cblr-5118	596	5	in	in	ADP
cblr-5118	596	6	the	the	DET
cblr-5118	596	7	age	age	NOUN
cblr-5118	596	8	of	of	ADP
cblr-5118	596	9	ai	ai	PROPN
cblr-5118	596	10	1007	1007	NUM
cblr-5118	596	11	this	this	DET
cblr-5118	596	12	second	second	ADJ
cblr-5118	596	13	type	type	NOUN
cblr-5118	596	14	of	of	ADP
cblr-5118	596	15	fusion	fusion	NOUN
cblr-5118	596	16	refers	refer	VERB
cblr-5118	596	17	to	to	ADP
cblr-5118	596	18	the	the	DET
cblr-5118	596	19	amalgamation	amalgamation	NOUN
cblr-5118	596	20	of	of	ADP
cblr-5118	596	21	boards	board	NOUN
cblr-5118	596	22	and	and	CCONJ
cblr-5118	596	23	managers	manager	NOUN
cblr-5118	596	24	,	,	PUNCT
cblr-5118	596	25	resulting	result	VERB
cblr-5118	596	26	in	in	ADP
cblr-5118	596	27	the	the	DET
cblr-5118	596	28	abolishment	abolishment	NOUN
cblr-5118	596	29	of	of	ADP
cblr-5118	596	30	the	the	DET
cblr-5118	596	31	two	two	NUM
cblr-5118	596	32	-	-	PUNCT
cblr-5118	596	33	tiered	tiere	VERB
cblr-5118	596	34	structure	structure	NOUN
cblr-5118	596	35	of	of	ADP
cblr-5118	596	36	governance	governance	NOUN
cblr-5118	596	37	of	of	ADP
cblr-5118	596	38	the	the	DET
cblr-5118	596	39	modern	modern	ADJ
cblr-5118	596	40	corporation	corporation	NOUN
cblr-5118	596	41	.	.	PUNCT
cblr-5118	597	1	in	in	ADP
cblr-5118	597	2	its	its	PRON
cblr-5118	597	3	place	place	NOUN
cblr-5118	597	4	,	,	PUNCT
cblr-5118	597	5	an	an	DET
cblr-5118	597	6	all	all	ADV
cblr-5118	597	7	encompassing	encompass	VERB
cblr-5118	597	8	“	"	PUNCT
cblr-5118	597	9	corporate	corporate	ADJ
cblr-5118	597	10	management	management	NOUN
cblr-5118	597	11	”	"	PUNCT
cblr-5118	597	12	body	body	NOUN
cblr-5118	597	13	could	could	AUX
cblr-5118	597	14	emerge	emerge	VERB
cblr-5118	597	15	.	.	PUNCT
cblr-5118	598	1	this	this	DET
cblr-5118	598	2	body	body	NOUN
cblr-5118	598	3	would	would	AUX
cblr-5118	598	4	assume	assume	VERB
cblr-5118	598	5	all	all	PRON
cblr-5118	598	6	of	of	ADP
cblr-5118	598	7	the	the	DET
cblr-5118	598	8	functions	function	NOUN
cblr-5118	598	9	of	of	ADP
cblr-5118	598	10	today	today	NOUN
cblr-5118	598	11	’s	’s	PART
cblr-5118	598	12	directors	director	NOUN
cblr-5118	598	13	and	and	CCONJ
cblr-5118	598	14	managers	manager	NOUN
cblr-5118	598	15	below	below	ADP
cblr-5118	598	16	the	the	DET
cblr-5118	598	17	board	board	NOUN
cblr-5118	598	18	level	level	NOUN
cblr-5118	598	19	,	,	PUNCT
cblr-5118	598	20	but	but	CCONJ
cblr-5118	598	21	would	would	AUX
cblr-5118	598	22	operate	operate	VERB
cblr-5118	598	23	without	without	ADP
cblr-5118	598	24	the	the	DET
cblr-5118	598	25	separation	separation	NOUN
cblr-5118	598	26	between	between	ADP
cblr-5118	598	27	these	these	DET
cblr-5118	598	28	two	two	NUM
cblr-5118	598	29	groups	group	NOUN
cblr-5118	598	30	.	.	PUNCT
cblr-5118	599	1	the	the	DET
cblr-5118	599	2	reasons	reason	NOUN
cblr-5118	599	3	supporting	support	VERB
cblr-5118	599	4	the	the	DET
cblr-5118	599	5	likely	likely	ADJ
cblr-5118	599	6	emergence	emergence	NOUN
cblr-5118	599	7	of	of	ADP
cblr-5118	599	8	fused	fuse	VERB
cblr-5118	599	9	management	management	NOUN
cblr-5118	599	10	are	be	AUX
cblr-5118	599	11	principally	principally	ADV
cblr-5118	599	12	that	that	SCONJ
cblr-5118	599	13	properly	properly	ADV
cblr-5118	599	14	programmed	program	VERB
cblr-5118	599	15	corporate	corporate	ADJ
cblr-5118	599	16	management	management	NOUN
cblr-5118	599	17	ai	ai	PROPN
cblr-5118	599	18	software	software	NOUN
cblr-5118	599	19	will	will	AUX
cblr-5118	599	20	entail	entail	VERB
cblr-5118	599	21	no	no	DET
cblr-5118	599	22	or	or	CCONJ
cblr-5118	599	23	drastically	drastically	ADV
cblr-5118	599	24	reduced	reduce	VERB
cblr-5118	599	25	agency	agency	NOUN
cblr-5118	599	26	costs,170	costs,170	PRON
cblr-5118	599	27	thus	thus	ADV
cblr-5118	599	28	making	make	VERB
cblr-5118	599	29	one	one	NUM
cblr-5118	599	30	of	of	ADP
cblr-5118	599	31	the	the	DET
cblr-5118	599	32	board	board	NOUN
cblr-5118	599	33	’s	’s	PART
cblr-5118	599	34	main	main	ADJ
cblr-5118	599	35	functions	function	NOUN
cblr-5118	599	36	—	—	PUNCT
cblr-5118	599	37	to	to	PART
cblr-5118	599	38	monitor	monitor	VERB
cblr-5118	599	39	or	or	CCONJ
cblr-5118	599	40	supervise	supervise	VERB
cblr-5118	599	41	managers	manager	NOUN
cblr-5118	599	42	—	—	PUNCT
cblr-5118	599	43	far	far	ADV
cblr-5118	599	44	less	less	ADV
cblr-5118	599	45	important	important	ADJ
cblr-5118	599	46	or	or	CCONJ
cblr-5118	599	47	completely	completely	ADV
cblr-5118	599	48	obsolete	obsolete	ADJ
cblr-5118	599	49	.	.	PUNCT
cblr-5118	600	1	in	in	ADP
cblr-5118	600	2	addition	addition	NOUN
cblr-5118	600	3	,	,	PUNCT
cblr-5118	600	4	ai	ai	VERB
cblr-5118	600	5	will	will	AUX
cblr-5118	600	6	not	not	PART
cblr-5118	600	7	be	be	AUX
cblr-5118	600	8	subject	subject	ADJ
cblr-5118	600	9	to	to	ADP
cblr-5118	600	10	time	time	NOUN
cblr-5118	600	11	restrictions	restriction	NOUN
cblr-5118	600	12	,	,	PUNCT
cblr-5118	600	13	enabling	enable	VERB
cblr-5118	600	14	it	it	PRON
cblr-5118	600	15	to	to	PART
cblr-5118	600	16	carry	carry	VERB
cblr-5118	600	17	out	out	ADP
cblr-5118	600	18	both	both	DET
cblr-5118	600	19	boards	board	NOUN
cblr-5118	600	20	’	’	PART
cblr-5118	600	21	traditional	traditional	ADJ
cblr-5118	600	22	functions	function	NOUN
cblr-5118	600	23	and	and	CCONJ
cblr-5118	600	24	the	the	DET
cblr-5118	600	25	day	day	NOUN
cblr-5118	600	26	-	-	PUNCT
cblr-5118	600	27	to	to	ADP
cblr-5118	600	28	-	-	PUNCT
cblr-5118	600	29	day	day	NOUN
cblr-5118	600	30	managerial	managerial	ADJ
cblr-5118	600	31	tasks	task	NOUN
cblr-5118	600	32	that	that	SCONJ
cblr-5118	600	33	boards	board	NOUN
cblr-5118	600	34	now	now	ADV
cblr-5118	600	35	delegate	delegate	VERB
cblr-5118	600	36	to	to	ADP
cblr-5118	600	37	managers	manager	NOUN
cblr-5118	600	38	.	.	PUNCT
cblr-5118	601	1	ai	ai	VERB
cblr-5118	601	2	software	software	NOUN
cblr-5118	601	3	will	will	AUX
cblr-5118	601	4	also	also	ADV
cblr-5118	601	5	not	not	PART
cblr-5118	601	6	need	need	VERB
cblr-5118	601	7	to	to	PART
cblr-5118	601	8	liaise	liaise	VERB
cblr-5118	601	9	with	with	ADP
cblr-5118	601	10	or	or	CCONJ
cblr-5118	601	11	appoint	appoint	VERB
cblr-5118	601	12	and	and	CCONJ
cblr-5118	601	13	terminate	terminate	VERB
cblr-5118	601	14	itself	itself	PRON
cblr-5118	601	15	(	(	PUNCT
cblr-5118	601	16	as	as	SCONJ
cblr-5118	601	17	boards	board	NOUN
cblr-5118	601	18	currently	currently	ADV
cblr-5118	601	19	do	do	VERB
cblr-5118	601	20	with	with	ADP
cblr-5118	601	21	members	member	NOUN
cblr-5118	601	22	of	of	ADP
cblr-5118	601	23	the	the	DET
cblr-5118	601	24	management	management	NOUN
cblr-5118	601	25	team	team	NOUN
cblr-5118	601	26	)	)	PUNCT
cblr-5118	601	27	if	if	SCONJ
cblr-5118	601	28	it	it	PRON
cblr-5118	601	29	,	,	PUNCT
cblr-5118	601	30	as	as	ADP
cblr-5118	601	31	a	a	DET
cblr-5118	601	32	single	single	ADJ
cblr-5118	601	33	unit	unit	NOUN
cblr-5118	601	34	,	,	PUNCT
cblr-5118	601	35	is	be	AUX
cblr-5118	601	36	in	in	ADP
cblr-5118	601	37	charge	charge	NOUN
cblr-5118	601	38	of	of	ADP
cblr-5118	601	39	managing	manage	VERB
cblr-5118	601	40	the	the	DET
cblr-5118	601	41	business	business	NOUN
cblr-5118	601	42	.	.	PUNCT
cblr-5118	602	1	170	170	NUM
cblr-5118	602	2	see	see	VERB
cblr-5118	602	3	john	john	PROPN
cblr-5118	602	4	armour	armour	PROPN
cblr-5118	602	5	et	et	PROPN
cblr-5118	602	6	al	al	PROPN
cblr-5118	602	7	.	.	PROPN
cblr-5118	602	8	,	,	PUNCT
cblr-5118	602	9	putting	put	VERB
cblr-5118	602	10	technology	technology	NOUN
cblr-5118	602	11	to	to	ADP
cblr-5118	602	12	good	good	ADJ
cblr-5118	602	13	use	use	NOUN
cblr-5118	602	14	for	for	ADP
cblr-5118	602	15	society	society	NOUN
cblr-5118	602	16	:	:	PUNCT
cblr-5118	602	17	the	the	DET
cblr-5118	602	18	role	role	NOUN
cblr-5118	602	19	of	of	ADP
cblr-5118	602	20	corporate	corporate	ADJ
cblr-5118	602	21	,	,	PUNCT
cblr-5118	602	22	competition	competition	NOUN
cblr-5118	602	23	and	and	CCONJ
cblr-5118	602	24	tax	tax	NOUN
cblr-5118	602	25	law	law	NOUN
cblr-5118	602	26	,	,	PUNCT
cblr-5118	602	27	6	6	NUM
cblr-5118	602	28	j.	j.	PROPN
cblr-5118	602	29	british	british	PROPN
cblr-5118	602	30	acad	acad	PROPN
cblr-5118	602	31	.	.	PUNCT
cblr-5118	603	1	285	285	NUM
cblr-5118	603	2	,	,	PUNCT
cblr-5118	603	3	298	298	NUM
cblr-5118	603	4	(	(	PUNCT
cblr-5118	603	5	2018	2018	NUM
cblr-5118	603	6	)	)	PUNCT
cblr-5118	603	7	(	(	PUNCT
cblr-5118	603	8	“	"	PUNCT
cblr-5118	603	9	digitalisation	digitalisation	NOUN
cblr-5118	603	10	will	will	AUX
cblr-5118	603	11	permit	permit	VERB
cblr-5118	603	12	more	more	ADV
cblr-5118	603	13	effective	effective	ADJ
cblr-5118	603	14	monitoring	monitoring	NOUN
cblr-5118	603	15	via	via	ADP
cblr-5118	603	16	a	a	DET
cblr-5118	603	17	wider	wide	ADJ
cblr-5118	603	18	range	range	NOUN
cblr-5118	603	19	of	of	ADP
cblr-5118	603	20	employee	employee	NOUN
cblr-5118	603	21	and	and	CCONJ
cblr-5118	603	22	manager	manager	NOUN
cblr-5118	603	23	performance	performance	NOUN
cblr-5118	603	24	measurement	measurement	NOUN
cblr-5118	603	25	tools	tool	NOUN
cblr-5118	603	26	.	.	PUNCT
cblr-5118	604	1	in	in	ADP
cblr-5118	604	2	the	the	DET
cblr-5118	604	3	medium	medium	NOUN
cblr-5118	604	4	to	to	PART
cblr-5118	604	5	long	long	ADJ
cblr-5118	604	6	run	run	NOUN
cblr-5118	604	7	,	,	PUNCT
cblr-5118	604	8	the	the	DET
cblr-5118	604	9	deployment	deployment	NOUN
cblr-5118	604	10	of	of	ADP
cblr-5118	604	11	artificial	artificial	ADJ
cblr-5118	604	12	intelligence	intelligence	NOUN
cblr-5118	604	13	raises	raise	VERB
cblr-5118	604	14	the	the	DET
cblr-5118	604	15	prospect	prospect	NOUN
cblr-5118	604	16	of	of	ADP
cblr-5118	604	17	a	a	DET
cblr-5118	604	18	significant	significant	ADJ
cblr-5118	604	19	reduction	reduction	NOUN
cblr-5118	604	20	in	in	ADP
cblr-5118	604	21	agency	agency	NOUN
cblr-5118	604	22	costs	cost	NOUN
cblr-5118	604	23	within	within	ADP
cblr-5118	604	24	firms	firm	NOUN
cblr-5118	604	25	.	.	PUNCT
cblr-5118	604	26	”	"	PUNCT
cblr-5118	605	1	(	(	PUNCT
cblr-5118	605	2	internal	internal	ADJ
cblr-5118	605	3	quotation	quotation	NOUN
cblr-5118	605	4	marks	mark	NOUN
cblr-5118	605	5	omitted	omit	VERB
cblr-5118	605	6	)	)	PUNCT
cblr-5118	605	7	)	)	PUNCT
cblr-5118	606	1	;	;	PUNCT
cblr-5118	606	2	see	see	VERB
cblr-5118	606	3	also	also	ADV
cblr-5118	606	4	hamdani	hamdani	VERB
cblr-5118	606	5	et	et	PROPN
cblr-5118	606	6	al	al	PROPN
cblr-5118	606	7	.	.	PROPN
cblr-5118	606	8	,	,	PUNCT
cblr-5118	606	9	supra	supra	PROPN
cblr-5118	606	10	note	note	PROPN
cblr-5118	606	11	169	169	NUM
cblr-5118	606	12	,	,	PUNCT
cblr-5118	606	13	at	at	ADP
cblr-5118	606	14	229	229	NUM
cblr-5118	606	15	(	(	PUNCT
cblr-5118	606	16	noting	note	VERB
cblr-5118	606	17	that	that	SCONJ
cblr-5118	606	18	machine	machine	NOUN
cblr-5118	606	19	learning	learning	NOUN
cblr-5118	606	20	and	and	CCONJ
cblr-5118	606	21	other	other	ADJ
cblr-5118	606	22	new	new	ADJ
cblr-5118	606	23	technologies	technology	NOUN
cblr-5118	606	24	may	may	AUX
cblr-5118	606	25	result	result	VERB
cblr-5118	606	26	in	in	ADP
cblr-5118	606	27	greatly	greatly	ADV
cblr-5118	606	28	reduced	reduce	VERB
cblr-5118	606	29	corporate	corporate	ADJ
cblr-5118	606	30	agency	agency	NOUN
cblr-5118	606	31	costs	cost	NOUN
cblr-5118	606	32	)	)	PUNCT
cblr-5118	606	33	;	;	PUNCT
cblr-5118	606	34	akshaya	akshaya	PROPN
cblr-5118	606	35	kamalnath	kamalnath	PROPN
cblr-5118	606	36	,	,	PUNCT
cblr-5118	606	37	the	the	DET
cblr-5118	606	38	perennial	perennial	ADJ
cblr-5118	606	39	quest	quest	NOUN
cblr-5118	606	40	for	for	ADP
cblr-5118	606	41	board	board	NOUN
cblr-5118	606	42	independence	independence	NOUN
cblr-5118	606	43	–	–	PUNCT
cblr-5118	606	44	artificial	artificial	ADJ
cblr-5118	606	45	intelligence	intelligence	NOUN
cblr-5118	606	46	to	to	ADP
cblr-5118	606	47	the	the	DET
cblr-5118	606	48	rescue	rescue	NOUN
cblr-5118	606	49	?	?	PUNCT
cblr-5118	607	1	albany	albany	PROPN
cblr-5118	607	2	l.	l.	PROPN
cblr-5118	607	3	rev	rev	PROPN
cblr-5118	607	4	.	.	PUNCT
cblr-5118	608	1	(	(	PUNCT
cblr-5118	608	2	forthcoming	forthcoming	ADJ
cblr-5118	608	3	)	)	PUNCT
cblr-5118	608	4	,	,	PUNCT
cblr-5118	608	5	https://ssrn.com/abstract=3360349	https://ssrn.com/abstract=3360349	NOUN
cblr-5118	608	6	[	[	X
cblr-5118	608	7	https://perma.cc/9dyk-q265	https://perma.cc/9dyk-q265	X
cblr-5118	608	8	]	]	X
cblr-5118	608	9	(	(	PUNCT
cblr-5118	608	10	discussing	discuss	VERB
cblr-5118	608	11	ai	ai	VERB
cblr-5118	608	12	’s	’s	PART
cblr-5118	608	13	potential	potential	NOUN
cblr-5118	608	14	to	to	PART
cblr-5118	608	15	enhance	enhance	VERB
cblr-5118	608	16	board	board	NOUN
cblr-5118	608	17	independence	independence	NOUN
cblr-5118	608	18	by	by	ADP
cblr-5118	608	19	reducing	reduce	VERB
cblr-5118	608	20	agency	agency	NOUN
cblr-5118	608	21	costs	cost	NOUN
cblr-5118	608	22	)	)	PUNCT
cblr-5118	608	23	.	.	PUNCT
cblr-5118	609	1	but	but	CCONJ
cblr-5118	609	2	cf	cf	NOUN
cblr-5118	609	3	.	.	PUNCT
cblr-5118	610	1	enriques	enriques	PROPN
cblr-5118	610	2	&	&	CCONJ
cblr-5118	610	3	zetsche	zetsche	PROPN
cblr-5118	610	4	,	,	PUNCT
cblr-5118	610	5	supra	supra	PROPN
cblr-5118	610	6	note	note	NOUN
cblr-5118	610	7	169	169	NUM
cblr-5118	610	8	,	,	PUNCT
cblr-5118	610	9	at	at	ADP
cblr-5118	610	10	58	58	NUM
cblr-5118	610	11	(	(	PUNCT
cblr-5118	610	12	arguing	argue	VERB
cblr-5118	610	13	that	that	SCONJ
cblr-5118	610	14	technology	technology	NOUN
cblr-5118	610	15	will	will	AUX
cblr-5118	610	16	not	not	PART
cblr-5118	610	17	resolve	resolve	VERB
cblr-5118	610	18	intracorporate	intracorporate	VERB
cblr-5118	610	19	agency	agency	NOUN
cblr-5118	610	20	problems	problem	NOUN
cblr-5118	610	21	as	as	ADV
cblr-5118	610	22	long	long	ADV
cblr-5118	610	23	as	as	SCONJ
cblr-5118	610	24	—	—	PUNCT
cblr-5118	610	25	potentially	potentially	ADV
cblr-5118	610	26	conflicted	conflict	VERB
cblr-5118	610	27	—	—	PUNCT
cblr-5118	610	28	humans	human	NOUN
cblr-5118	610	29	control	control	VERB
cblr-5118	610	30	its	its	PRON
cblr-5118	610	31	usage	usage	NOUN
cblr-5118	610	32	)	)	PUNCT
cblr-5118	610	33	;	;	PUNCT
cblr-5118	610	34	alan	alan	PROPN
cblr-5118	610	35	j.	j.	PROPN
cblr-5118	610	36	dignam	dignam	PROPN
cblr-5118	610	37	,	,	PUNCT
cblr-5118	610	38	artificial	artificial	ADJ
cblr-5118	610	39	intelligence	intelligence	NOUN
cblr-5118	610	40	:	:	PUNCT
cblr-5118	610	41	the	the	DET
cblr-5118	610	42	very	very	ADV
cblr-5118	610	43	human	human	ADJ
cblr-5118	610	44	dangers	danger	NOUN
cblr-5118	610	45	of	of	ADP
cblr-5118	610	46	dysfunctional	dysfunctional	ADJ
cblr-5118	610	47	design	design	NOUN
cblr-5118	610	48	and	and	CCONJ
cblr-5118	610	49	autocratic	autocratic	ADJ
cblr-5118	610	50	corporate	corporate	ADJ
cblr-5118	610	51	governance	governance	NOUN
cblr-5118	610	52	3	3	NUM
cblr-5118	610	53	(	(	PUNCT
cblr-5118	610	54	queen	queen	NOUN
cblr-5118	610	55	mary	mary	PROPN
cblr-5118	610	56	sch	sch	PROPN
cblr-5118	610	57	.	.	PROPN
cblr-5118	610	58	of	of	ADP
cblr-5118	610	59	law	law	NOUN
cblr-5118	610	60	,	,	PUNCT
cblr-5118	610	61	legal	legal	ADJ
cblr-5118	610	62	studies	study	NOUN
cblr-5118	610	63	research	research	NOUN
cblr-5118	610	64	paper	paper	NOUN
cblr-5118	610	65	no	no	INTJ
cblr-5118	610	66	.	.	PROPN
cblr-5118	610	67	314	314	NUM
cblr-5118	610	68	,	,	PUNCT
cblr-5118	610	69	2019	2019	NUM
cblr-5118	610	70	)	)	PUNCT
cblr-5118	610	71	,	,	PUNCT
cblr-5118	610	72	https://ssrn.com/abstract=3382342	https://ssrn.com/abstract=3382342	X
cblr-5118	611	1	[	[	X
cblr-5118	611	2	https://perma.cc/e6zn-3qhy	https://perma.cc/e6zn-3qhy	X
cblr-5118	611	3	]	]	X
cblr-5118	611	4	(	(	PUNCT
cblr-5118	611	5	discussing	discuss	VERB
cblr-5118	611	6	problems	problem	NOUN
cblr-5118	611	7	related	relate	VERB
cblr-5118	611	8	to	to	PART
cblr-5118	611	9	flawed	flaw	VERB
cblr-5118	611	10	human	human	ADJ
cblr-5118	611	11	design	design	NOUN
cblr-5118	611	12	and	and	CCONJ
cblr-5118	611	13	implementation	implementation	NOUN
cblr-5118	611	14	of	of	ADP
cblr-5118	611	15	ai	ai	VERB
cblr-5118	611	16	in	in	ADP
cblr-5118	611	17	corporate	corporate	ADJ
cblr-5118	611	18	decisionmaking	decisionmaking	NOUN
cblr-5118	611	19	)	)	PUNCT
cblr-5118	611	20	.	.	PUNCT
cblr-5118	612	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	612	2	(	(	PUNCT
cblr-5118	612	3	do	do	AUX
cblr-5118	612	4	not	not	PART
cblr-5118	612	5	delte	delte	VERB
cblr-5118	612	6	)	)	PUNCT
cblr-5118	612	7	1/8/2020	1/8/2020	NUM
cblr-5118	612	8	4:46	4:46	NUM
cblr-5118	612	9	pm	pm	NOUN
cblr-5118	612	10	1008	1008	NUM
cblr-5118	612	11	columbia	columbia	PROPN
cblr-5118	612	12	business	business	NOUN
cblr-5118	612	13	law	law	PROPN
cblr-5118	612	14	review	review	NOUN
cblr-5118	613	1	[	[	X
cblr-5118	613	2	vol	vol	NOUN
cblr-5118	613	3	.	.	NOUN
cblr-5118	613	4	2019	2019	NUM
cblr-5118	613	5	with	with	ADP
cblr-5118	613	6	fused	fuse	VERB
cblr-5118	613	7	corporate	corporate	ADJ
cblr-5118	613	8	management	management	NOUN
cblr-5118	613	9	,	,	PUNCT
cblr-5118	613	10	functions	function	NOUN
cblr-5118	613	11	including	include	VERB
cblr-5118	613	12	today	today	NOUN
cblr-5118	613	13	’s	’s	PART
cblr-5118	613	14	appointment	appointment	NOUN
cblr-5118	613	15	of	of	ADP
cblr-5118	613	16	directors	director	NOUN
cblr-5118	613	17	,	,	PUNCT
cblr-5118	613	18	hiring	hire	VERB
cblr-5118	613	19	and	and	CCONJ
cblr-5118	613	20	firing	firing	NOUN
cblr-5118	613	21	of	of	ADP
cblr-5118	613	22	management	management	NOUN
cblr-5118	613	23	,	,	PUNCT
cblr-5118	613	24	and	and	CCONJ
cblr-5118	613	25	voice	voice	NOUN
cblr-5118	613	26	on	on	ADP
cblr-5118	613	27	executive	executive	ADJ
cblr-5118	613	28	remuneration	remuneration	NOUN
cblr-5118	613	29	would	would	AUX
cblr-5118	613	30	be	be	AUX
cblr-5118	613	31	broadly	broadly	ADV
cblr-5118	613	32	mirrored	mirror	VERB
cblr-5118	613	33	in	in	ADP
cblr-5118	613	34	the	the	DET
cblr-5118	613	35	shareholders	shareholder	NOUN
cblr-5118	613	36	’	’	PART
cblr-5118	613	37	powers	power	NOUN
cblr-5118	613	38	to	to	PART
cblr-5118	613	39	choose	choose	VERB
cblr-5118	613	40	a	a	DET
cblr-5118	613	41	suitable	suitable	ADJ
cblr-5118	613	42	ai	ai	NOUN
cblr-5118	613	43	management	management	NOUN
cblr-5118	613	44	software	software	NOUN
cblr-5118	613	45	package	package	NOUN
cblr-5118	613	46	for	for	ADP
cblr-5118	613	47	their	their	PRON
cblr-5118	613	48	company	company	NOUN
cblr-5118	613	49	.	.	PUNCT
cblr-5118	614	1	in	in	ADP
cblr-5118	614	2	doing	do	VERB
cblr-5118	614	3	so	so	ADV
cblr-5118	614	4	,	,	PUNCT
cblr-5118	614	5	shareholders	shareholder	NOUN
cblr-5118	614	6	would	would	AUX
cblr-5118	614	7	have	have	VERB
cblr-5118	614	8	to	to	PART
cblr-5118	614	9	take	take	VERB
cblr-5118	614	10	into	into	ADP
cblr-5118	614	11	account	account	NOUN
cblr-5118	614	12	the	the	DET
cblr-5118	614	13	software	software	NOUN
cblr-5118	614	14	’s	’s	PART
cblr-5118	614	15	features	feature	NOUN
cblr-5118	614	16	,	,	PUNCT
cblr-5118	614	17	its	its	PRON
cblr-5118	614	18	managerial	managerial	ADJ
cblr-5118	614	19	characteristics	characteristic	NOUN
cblr-5118	614	20	,	,	PUNCT
cblr-5118	614	21	and	and	CCONJ
cblr-5118	614	22	the	the	DET
cblr-5118	614	23	overall	overall	ADJ
cblr-5118	614	24	pricing	pricing	NOUN
cblr-5118	614	25	associated	associate	VERB
cblr-5118	614	26	with	with	ADP
cblr-5118	614	27	the	the	DET
cblr-5118	614	28	package	package	NOUN
cblr-5118	614	29	.	.	PUNCT
cblr-5118	615	1	in	in	ADP
cblr-5118	615	2	this	this	DET
cblr-5118	615	3	respect	respect	NOUN
cblr-5118	615	4	,	,	PUNCT
cblr-5118	615	5	different	different	ADJ
cblr-5118	615	6	types	type	NOUN
cblr-5118	615	7	of	of	ADP
cblr-5118	615	8	and	and	CCONJ
cblr-5118	615	9	different	different	ADJ
cblr-5118	615	10	options	option	NOUN
cblr-5118	615	11	for	for	ADP
cblr-5118	615	12	ai	ai	PROPN
cblr-5118	615	13	management	management	NOUN
cblr-5118	615	14	software	software	NOUN
cblr-5118	615	15	could	could	AUX
cblr-5118	615	16	emerge	emerge	VERB
cblr-5118	615	17	,	,	PUNCT
cblr-5118	615	18	perhaps	perhaps	ADV
cblr-5118	615	19	delineated	delineate	VERB
cblr-5118	615	20	in	in	ADP
cblr-5118	615	21	terms	term	NOUN
cblr-5118	615	22	of	of	ADP
cblr-5118	615	23	their	their	PRON
cblr-5118	615	24	risk	risk	NOUN
cblr-5118	615	25	-	-	PUNCT
cblr-5118	615	26	aversion	aversion	NOUN
cblr-5118	615	27	and	and	CCONJ
cblr-5118	615	28	the	the	DET
cblr-5118	615	29	corporate	corporate	ADJ
cblr-5118	615	30	purpose(s	purpose(s	NOUN
cblr-5118	615	31	)	)	PUNCT
cblr-5118	615	32	that	that	SCONJ
cblr-5118	615	33	the	the	DET
cblr-5118	615	34	software	software	NOUN
cblr-5118	615	35	is	be	AUX
cblr-5118	615	36	designed	design	VERB
cblr-5118	615	37	to	to	PART
cblr-5118	615	38	pursue.171	pursue.171	VERB
cblr-5118	615	39	c.	c.	NOUN
cblr-5118	615	40	directors	director	NOUN
cblr-5118	615	41	’	'	PUNCT
cblr-5118	615	42	and	and	CCONJ
cblr-5118	615	43	officers	officer	NOUN
cblr-5118	615	44	’	’	PART
cblr-5118	615	45	liability	liability	NOUN
cblr-5118	615	46	1	1	NUM
cblr-5118	615	47	.	.	PUNCT
cblr-5118	616	1	liability	liability	NOUN
cblr-5118	616	2	today	today	NOUN
cblr-5118	616	3	individual	individual	ADJ
cblr-5118	616	4	duties	duty	NOUN
cblr-5118	616	5	are	be	AUX
cblr-5118	616	6	the	the	DET
cblr-5118	616	7	basis	basis	NOUN
cblr-5118	616	8	for	for	ADP
cblr-5118	616	9	today	today	NOUN
cblr-5118	616	10	’s	’s	PART
cblr-5118	616	11	personal	personal	ADJ
cblr-5118	616	12	liability	liability	NOUN
cblr-5118	616	13	regime	regime	NOUN
cblr-5118	616	14	for	for	ADP
cblr-5118	616	15	those	those	PRON
cblr-5118	616	16	in	in	ADP
cblr-5118	616	17	charge	charge	NOUN
cblr-5118	616	18	of	of	ADP
cblr-5118	616	19	corporate	corporate	ADJ
cblr-5118	616	20	leadership	leadership	NOUN
cblr-5118	616	21	.	.	PUNCT
cblr-5118	617	1	directors	director	NOUN
cblr-5118	617	2	owe	owe	VERB
cblr-5118	617	3	their	their	PRON
cblr-5118	617	4	company	company	NOUN
cblr-5118	617	5	and	and	CCONJ
cblr-5118	617	6	,	,	PUNCT
cblr-5118	617	7	secondarily	secondarily	ADV
cblr-5118	617	8	,	,	PUNCT
cblr-5118	617	9	their	their	PRON
cblr-5118	617	10	shareholders	shareholder	NOUN
cblr-5118	617	11	,	,	PUNCT
cblr-5118	617	12	the	the	DET
cblr-5118	617	13	fiduciary	fiduciary	ADJ
cblr-5118	617	14	duties	duty	NOUN
cblr-5118	617	15	of	of	ADP
cblr-5118	617	16	care	care	NOUN
cblr-5118	617	17	and	and	CCONJ
cblr-5118	617	18	loyalty	loyalty	NOUN
cblr-5118	617	19	in	in	ADP
cblr-5118	617	20	discharging	discharge	VERB
cblr-5118	617	21	their	their	PRON
cblr-5118	617	22	functions.172	functions.172	NOUN
cblr-5118	617	23	in	in	ADP
cblr-5118	617	24	essence	essence	NOUN
cblr-5118	617	25	,	,	PUNCT
cblr-5118	617	26	this	this	PRON
cblr-5118	617	27	means	mean	VERB
cblr-5118	617	28	that	that	SCONJ
cblr-5118	617	29	directors	director	NOUN
cblr-5118	617	30	are	be	AUX
cblr-5118	617	31	required	require	VERB
cblr-5118	617	32	to	to	PART
cblr-5118	617	33	act	act	VERB
cblr-5118	617	34	in	in	ADP
cblr-5118	617	35	a	a	DET
cblr-5118	617	36	competent	competent	ADJ
cblr-5118	617	37	manner	manner	NOUN
cblr-5118	617	38	and	and	CCONJ
cblr-5118	617	39	be	be	AUX
cblr-5118	617	40	loyal	loyal	ADJ
cblr-5118	617	41	to	to	ADP
cblr-5118	617	42	their	their	PRON
cblr-5118	617	43	company	company	NOUN
cblr-5118	617	44	.	.	PUNCT
cblr-5118	618	1	corporate	corporate	ADJ
cblr-5118	618	2	fiduciary	fiduciary	ADJ
cblr-5118	618	3	duties	duty	NOUN
cblr-5118	618	4	often	often	ADV
cblr-5118	618	5	tend	tend	VERB
cblr-5118	618	6	to	to	PART
cblr-5118	618	7	be	be	AUX
cblr-5118	618	8	discussed	discuss	VERB
cblr-5118	618	9	with	with	ADP
cblr-5118	618	10	specific	specific	ADJ
cblr-5118	618	11	reference	reference	NOUN
cblr-5118	618	12	to	to	ADP
cblr-5118	618	13	directors	director	NOUN
cblr-5118	618	14	(	(	PUNCT
cblr-5118	618	15	an	an	DET
cblr-5118	618	16	approach	approach	NOUN
cblr-5118	618	17	that	that	SCONJ
cblr-5118	618	18	this	this	DET
cblr-5118	618	19	section	section	NOUN
cblr-5118	618	20	will	will	AUX
cblr-5118	618	21	also	also	ADV
cblr-5118	618	22	mostly	mostly	ADV
cblr-5118	618	23	adhere	adhere	VERB
cblr-5118	618	24	to	to	ADP
cblr-5118	618	25	)	)	PUNCT
cblr-5118	618	26	,	,	PUNCT
cblr-5118	618	27	as	as	SCONJ
cblr-5118	618	28	opposed	oppose	VERB
cblr-5118	618	29	to	to	ADP
cblr-5118	618	30	officers	officer	NOUN
cblr-5118	618	31	.	.	PUNCT
cblr-5118	619	1	nevertheless	nevertheless	ADV
cblr-5118	619	2	,	,	PUNCT
cblr-5118	619	3	the	the	DET
cblr-5118	619	4	duties	duty	NOUN
cblr-5118	619	5	of	of	ADP
cblr-5118	619	6	corporate	corporate	ADJ
cblr-5118	619	7	officers	officer	NOUN
cblr-5118	619	8	are	be	AUX
cblr-5118	619	9	said	say	VERB
cblr-5118	619	10	to	to	PART
cblr-5118	619	11	be	be	AUX
cblr-5118	619	12	identical	identical	ADJ
cblr-5118	619	13	with,173	with,173	PROPN
cblr-5118	619	14	or	or	CCONJ
cblr-5118	619	15	at	at	ADV
cblr-5118	619	16	least	least	ADJ
cblr-5118	619	17	very	very	ADV
cblr-5118	619	18	similar	similar	ADJ
cblr-5118	619	19	to	to	ADP
cblr-5118	619	20	,	,	PUNCT
cblr-5118	619	21	those	those	PRON
cblr-5118	619	22	of	of	ADP
cblr-5118	619	23	directors	director	NOUN
cblr-5118	619	24	,	,	PUNCT
cblr-5118	619	25	171	171	NUM
cblr-5118	619	26	for	for	ADP
cblr-5118	619	27	more	more	ADJ
cblr-5118	619	28	on	on	ADP
cblr-5118	619	29	the	the	DET
cblr-5118	619	30	corporate	corporate	ADJ
cblr-5118	619	31	purpose	purpose	NOUN
cblr-5118	619	32	,	,	PUNCT
cblr-5118	619	33	see	see	VERB
cblr-5118	619	34	infra	infra	NOUN
cblr-5118	619	35	section	section	NOUN
cblr-5118	619	36	iv.d	iv.d	VERB
cblr-5118	619	37	.	.	PUNCT
cblr-5118	619	38	172	172	NUM
cblr-5118	619	39	see	see	VERB
cblr-5118	619	40	mills	mill	NOUN
cblr-5118	619	41	acquisition	acquisition	PROPN
cblr-5118	619	42	co.	co.	PROPN
cblr-5118	619	43	v.	v.	ADP
cblr-5118	619	44	macmillan	macmillan	PROPN
cblr-5118	619	45	,	,	PUNCT
cblr-5118	619	46	inc	inc	PROPN
cblr-5118	619	47	.	.	PROPN
cblr-5118	619	48	,	,	PUNCT
cblr-5118	619	49	559	559	NUM
cblr-5118	619	50	a.2d	a.2d	NUM
cblr-5118	619	51	1261	1261	NUM
cblr-5118	619	52	,	,	PUNCT
cblr-5118	619	53	1280	1280	NUM
cblr-5118	619	54	(	(	PUNCT
cblr-5118	619	55	del	del	PROPN
cblr-5118	619	56	.	.	PROPN
cblr-5118	619	57	1989	1989	NUM
cblr-5118	619	58	)	)	PUNCT
cblr-5118	619	59	.	.	PUNCT
cblr-5118	620	1	on	on	ADP
cblr-5118	620	2	the	the	DET
cblr-5118	620	3	content	content	NOUN
cblr-5118	620	4	of	of	ADP
cblr-5118	620	5	these	these	DET
cblr-5118	620	6	duties	duty	NOUN
cblr-5118	620	7	,	,	PUNCT
cblr-5118	620	8	see	see	VERB
cblr-5118	620	9	,	,	PUNCT
cblr-5118	620	10	for	for	ADP
cblr-5118	620	11	example	example	NOUN
cblr-5118	620	12	,	,	PUNCT
cblr-5118	620	13	1	1	NUM
cblr-5118	620	14	r.	r.	PROPN
cblr-5118	620	15	franklin	franklin	PROPN
cblr-5118	620	16	balotti	balotti	PROPN
cblr-5118	620	17	&	&	CCONJ
cblr-5118	620	18	jesse	jesse	PROPN
cblr-5118	620	19	a.	a.	PROPN
cblr-5118	620	20	finkelstein	finkelstein	PROPN
cblr-5118	620	21	,	,	PUNCT
cblr-5118	620	22	delaware	delaware	PROPN
cblr-5118	620	23	law	law	PROPN
cblr-5118	620	24	of	of	ADP
cblr-5118	620	25	corporations	corporation	NOUN
cblr-5118	620	26	&	&	CCONJ
cblr-5118	620	27	business	business	NOUN
cblr-5118	620	28	organizations	organization	NOUN
cblr-5118	620	29	§	§	PROPN
cblr-5118	620	30	§	§	PROPN
cblr-5118	620	31	4.14–4.16	4.14–4.16	PROPN
cblr-5118	620	32	(	(	PUNCT
cblr-5118	620	33	3d	3d	PROPN
cblr-5118	620	34	ed	ed	NOUN
cblr-5118	620	35	.	.	PROPN
cblr-5118	620	36	2019	2019	NUM
cblr-5118	620	37	)	)	PUNCT
cblr-5118	620	38	.	.	PUNCT
cblr-5118	621	1	173	173	NUM
cblr-5118	621	2	see	see	VERB
cblr-5118	621	3	gantler	gantler	NOUN
cblr-5118	621	4	v.	v.	ADP
cblr-5118	621	5	stephens	stephens	PROPN
cblr-5118	621	6	,	,	PUNCT
cblr-5118	621	7	965	965	NUM
cblr-5118	621	8	a.2d	a.2d	SYM
cblr-5118	621	9	695	695	NUM
cblr-5118	621	10	,	,	PUNCT
cblr-5118	621	11	708–09	708–09	NUM
cblr-5118	621	12	(	(	PUNCT
cblr-5118	621	13	del	del	PROPN
cblr-5118	621	14	.	.	PROPN
cblr-5118	621	15	2009	2009	NUM
cblr-5118	621	16	)	)	PUNCT
cblr-5118	621	17	(	(	PUNCT
cblr-5118	621	18	en	en	X
cblr-5118	621	19	banc	banc	PROPN
cblr-5118	621	20	)	)	PUNCT
cblr-5118	621	21	(	(	PUNCT
cblr-5118	621	22	clarifying	clarify	VERB
cblr-5118	621	23	that	that	SCONJ
cblr-5118	621	24	the	the	DET
cblr-5118	621	25	fiduciary	fiduciary	ADJ
cblr-5118	621	26	duties	duty	NOUN
cblr-5118	621	27	of	of	ADP
cblr-5118	621	28	officers	officer	NOUN
cblr-5118	621	29	of	of	ADP
cblr-5118	621	30	delaware	delaware	PROPN
cblr-5118	621	31	corporations	corporation	NOUN
cblr-5118	621	32	are	be	AUX
cblr-5118	621	33	the	the	DET
cblr-5118	621	34	same	same	ADJ
cblr-5118	621	35	as	as	ADP
cblr-5118	621	36	those	those	PRON
cblr-5118	621	37	of	of	ADP
cblr-5118	621	38	directors	director	NOUN
cblr-5118	621	39	)	)	PUNCT
cblr-5118	621	40	;	;	PUNCT
cblr-5118	621	41	amalgamated	amalgamate	VERB
cblr-5118	621	42	bank	bank	PROPN
cblr-5118	621	43	v.	v.	ADP
cblr-5118	621	44	yahoo	yahoo	PROPN
cblr-5118	621	45	!	!	PROPN
cblr-5118	621	46	inc	inc	PROPN
cblr-5118	621	47	.	.	PROPN
cblr-5118	621	48	,	,	PUNCT
cblr-5118	621	49	132	132	NUM
cblr-5118	621	50	a.3d	a.3d	SYM
cblr-5118	621	51	752	752	NUM
cblr-5118	621	52	,	,	PUNCT
cblr-5118	621	53	780	780	NUM
cblr-5118	621	54	(	(	PUNCT
cblr-5118	621	55	del	del	PROPN
cblr-5118	621	56	.	.	PROPN
cblr-5118	621	57	ch	ch	PROPN
cblr-5118	621	58	.	.	PROPN
cblr-5118	621	59	2016	2016	NUM
cblr-5118	621	60	)	)	PUNCT
cblr-5118	621	61	.	.	PUNCT
cblr-5118	622	1	for	for	ADP
cblr-5118	622	2	further	further	ADJ
cblr-5118	622	3	background	background	NOUN
cblr-5118	622	4	,	,	PUNCT
cblr-5118	622	5	see	see	VERB
cblr-5118	622	6	michael	michael	PROPN
cblr-5118	622	7	follett	follett	PROPN
cblr-5118	622	8	,	,	PUNCT
cblr-5118	622	9	gantler	gantler	NOUN
cblr-5118	622	10	v.	v.	PROPN
cblr-5118	622	11	stephens	stephens	PROPN
cblr-5118	622	12	:	:	PUNCT
cblr-5118	622	13	big	big	ADJ
cblr-5118	622	14	epiphany	epiphany	NOUN
cblr-5118	622	15	or	or	CCONJ
cblr-5118	622	16	big	big	ADJ
cblr-5118	622	17	failure	failure	NOUN
cblr-5118	622	18	?	?	PUNCT
cblr-5118	623	1	a	a	DET
cblr-5118	623	2	look	look	NOUN
cblr-5118	623	3	at	at	ADP
cblr-5118	623	4	the	the	DET
cblr-5118	623	5	current	current	ADJ
cblr-5118	623	6	state	state	NOUN
cblr-5118	623	7	of	of	ADP
cblr-5118	623	8	officers	officer	NOUN
cblr-5118	623	9	’	’	PART
cblr-5118	623	10	fiduciary	fiduciary	ADJ
cblr-5118	623	11	duties	duty	NOUN
cblr-5118	623	12	and	and	CCONJ
cblr-5118	623	13	advice	advice	NOUN
cblr-5118	623	14	for	for	ADP
cblr-5118	623	15	potential	potential	ADJ
cblr-5118	623	16	protection	protection	NOUN
cblr-5118	623	17	,	,	PUNCT
cblr-5118	623	18	35	35	NUM
cblr-5118	623	19	del	del	PROPN
cblr-5118	623	20	.	.	PROPN
cblr-5118	623	21	j.	j.	PROPN
cblr-5118	623	22	corp	corp	PROPN
cblr-5118	623	23	.	.	PROPN
cblr-5118	623	24	l.	l.	PROPN
cblr-5118	623	25	563	563	NUM
cblr-5118	623	26	(	(	PUNCT
cblr-5118	623	27	2010	2010	NUM
cblr-5118	623	28	)	)	PUNCT
cblr-5118	623	29	;	;	PUNCT
cblr-5118	623	30	mark	mark	PROPN
cblr-5118	623	31	a.	a.	PROPN
cblr-5118	623	32	sargent	sargent	PROPN
cblr-5118	623	33	&	&	CCONJ
cblr-5118	623	34	dennis	dennis	PROPN
cblr-5118	623	35	r.	r.	PROPN
cblr-5118	623	36	honabach	honabach	PROPN
cblr-5118	623	37	,	,	PUNCT
cblr-5118	623	38	d&o	d&o	PROPN
cblr-5118	623	39	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	623	40	(	(	PUNCT
cblr-5118	623	41	do	do	AUX
cblr-5118	623	42	not	not	PART
cblr-5118	623	43	delete	delete	VERB
cblr-5118	623	44	)	)	PUNCT
cblr-5118	623	45	1/8/2020	1/8/2020	NUM
cblr-5118	623	46	4:46	4:46	NUM
cblr-5118	623	47	pm	pm	NOUN
cblr-5118	623	48	no	no	INTJ
cblr-5118	623	49	.	.	PUNCT
cblr-5118	624	1	3:965	3:965	NUM
cblr-5118	624	2	]	]	X
cblr-5118	624	3	corporate	corporate	ADJ
cblr-5118	624	4	management	management	NOUN
cblr-5118	624	5	in	in	ADP
cblr-5118	624	6	the	the	DET
cblr-5118	624	7	age	age	NOUN
cblr-5118	624	8	of	of	ADP
cblr-5118	624	9	ai	ai	PROPN
cblr-5118	624	10	1009	1009	NUM
cblr-5118	624	11	albeit	albeit	SCONJ
cblr-5118	624	12	they	they	PRON
cblr-5118	624	13	are	be	AUX
cblr-5118	624	14	generally	generally	ADV
cblr-5118	624	15	considered	consider	VERB
cblr-5118	624	16	to	to	PART
cblr-5118	624	17	be	be	AUX
cblr-5118	624	18	more	more	ADV
cblr-5118	624	19	particularized	particularized	ADJ
cblr-5118	624	20	.	.	PUNCT
cblr-5118	625	1	officers	officer	NOUN
cblr-5118	625	2	are	be	AUX
cblr-5118	625	3	also	also	ADV
cblr-5118	625	4	subject	subject	ADJ
cblr-5118	625	5	to	to	ADP
cblr-5118	625	6	certain	certain	ADJ
cblr-5118	625	7	additional	additional	ADJ
cblr-5118	625	8	duties	duty	NOUN
cblr-5118	625	9	stemming	stem	VERB
cblr-5118	625	10	from	from	ADP
cblr-5118	625	11	the	the	DET
cblr-5118	625	12	general	general	ADJ
cblr-5118	625	13	law	law	NOUN
cblr-5118	625	14	of	of	ADP
cblr-5118	625	15	agency.174	agency.174	PROPN
cblr-5118	625	16	in	in	ADP
cblr-5118	625	17	addition	addition	NOUN
cblr-5118	625	18	to	to	ADP
cblr-5118	625	19	the	the	DET
cblr-5118	625	20	system	system	NOUN
cblr-5118	625	21	of	of	ADP
cblr-5118	625	22	corporate	corporate	ADJ
cblr-5118	625	23	fiduciary	fiduciary	ADJ
cblr-5118	625	24	duties	duty	NOUN
cblr-5118	625	25	,	,	PUNCT
cblr-5118	625	26	officers	officer	NOUN
cblr-5118	625	27	can	can	AUX
cblr-5118	625	28	also	also	ADV
cblr-5118	625	29	be	be	AUX
cblr-5118	625	30	held	hold	VERB
cblr-5118	625	31	personally	personally	ADV
cblr-5118	625	32	liable	liable	ADJ
cblr-5118	625	33	for	for	ADP
cblr-5118	625	34	their	their	PRON
cblr-5118	625	35	misconduct	misconduct	NOUN
cblr-5118	625	36	through	through	ADP
cblr-5118	625	37	the	the	DET
cblr-5118	625	38	channel	channel	NOUN
cblr-5118	625	39	of	of	ADP
cblr-5118	625	40	securities	security	NOUN
cblr-5118	625	41	fraud	fraud	NOUN
cblr-5118	625	42	litigation.175	litigation.175	VERB
cblr-5118	625	43	this	this	DET
cblr-5118	625	44	section	section	NOUN
cblr-5118	625	45	,	,	PUNCT
cblr-5118	625	46	however	however	ADV
cblr-5118	625	47	,	,	PUNCT
cblr-5118	625	48	will	will	AUX
cblr-5118	625	49	focus	focus	VERB
cblr-5118	625	50	solely	solely	ADV
cblr-5118	625	51	on	on	ADP
cblr-5118	625	52	fiduciary	fiduciary	ADJ
cblr-5118	625	53	duty	duty	NOUN
cblr-5118	625	54	liability	liability	NOUN
cblr-5118	625	55	.	.	PUNCT
cblr-5118	626	1	the	the	DET
cblr-5118	626	2	duty	duty	NOUN
cblr-5118	626	3	of	of	ADP
cblr-5118	626	4	care	care	NOUN
cblr-5118	626	5	applies	apply	VERB
cblr-5118	626	6	to	to	ADP
cblr-5118	626	7	two	two	NUM
cblr-5118	626	8	broad	broad	ADJ
cblr-5118	626	9	categories	category	NOUN
cblr-5118	626	10	–	–	PUNCT
cblr-5118	626	11	the	the	DET
cblr-5118	626	12	process	process	NOUN
cblr-5118	626	13	of	of	ADP
cblr-5118	626	14	decision	decision	NOUN
cblr-5118	626	15	making	making	NOUN
cblr-5118	626	16	and	and	CCONJ
cblr-5118	626	17	in	in	ADP
cblr-5118	626	18	boards	board	NOUN
cblr-5118	626	19	’	'	PUNCT
cblr-5118	626	20	exercise	exercise	NOUN
cblr-5118	626	21	of	of	ADP
cblr-5118	626	22	their	their	PRON
cblr-5118	626	23	duties	duty	NOUN
cblr-5118	626	24	.	.	PUNCT
cblr-5118	627	1	in	in	ADP
cblr-5118	627	2	the	the	DET
cblr-5118	627	3	words	word	NOUN
cblr-5118	627	4	of	of	ADP
cblr-5118	627	5	balotti	balotti	NOUN
cblr-5118	627	6	and	and	CCONJ
cblr-5118	627	7	finkelstein	finkelstein	PROPN
cblr-5118	627	8	,	,	PUNCT
cblr-5118	627	9	“	"	PUNCT
cblr-5118	627	10	[	[	X
cblr-5118	627	11	f]irst	f]irst	ADP
cblr-5118	627	12	,	,	PUNCT
cblr-5118	627	13	directors	director	NOUN
cblr-5118	627	14	must	must	AUX
cblr-5118	627	15	exercise	exercise	VERB
cblr-5118	627	16	the	the	DET
cblr-5118	627	17	requisite	requisite	ADJ
cblr-5118	627	18	degree	degree	NOUN
cblr-5118	627	19	of	of	ADP
cblr-5118	627	20	care	care	NOUN
cblr-5118	627	21	in	in	ADP
cblr-5118	627	22	the	the	DET
cblr-5118	627	23	process	process	NOUN
cblr-5118	627	24	of	of	ADP
cblr-5118	627	25	decision	decision	NOUN
cblr-5118	627	26	-	-	PUNCT
cblr-5118	627	27	making	making	NOUN
cblr-5118	627	28	and	and	CCONJ
cblr-5118	627	29	act	act	VERB
cblr-5118	627	30	on	on	ADP
cblr-5118	627	31	an	an	DET
cblr-5118	627	32	informed	informed	ADJ
cblr-5118	627	33	basis	basis	NOUN
cblr-5118	627	34	.	.	PUNCT
cblr-5118	628	1	second	second	ADJ
cblr-5118	628	2	,	,	PUNCT
cblr-5118	628	3	directors	director	NOUN
cblr-5118	628	4	must	must	AUX
cblr-5118	628	5	also	also	ADV
cblr-5118	628	6	exercise	exercise	VERB
cblr-5118	628	7	due	due	ADJ
cblr-5118	628	8	care	care	NOUN
cblr-5118	628	9	in	in	ADP
cblr-5118	628	10	the	the	DET
cblr-5118	628	11	other	other	ADJ
cblr-5118	628	12	aspects	aspect	NOUN
cblr-5118	628	13	of	of	ADP
cblr-5118	628	14	their	their	PRON
cblr-5118	628	15	responsibilities	responsibility	NOUN
cblr-5118	628	16	,	,	PUNCT
cblr-5118	628	17	including	include	VERB
cblr-5118	628	18	their	their	PRON
cblr-5118	628	19	delegation	delegation	NOUN
cblr-5118	628	20	functions	function	NOUN
cblr-5118	628	21	.	.	PUNCT
cblr-5118	629	1	”176	”176	PUNCT
cblr-5118	629	2	the	the	DET
cblr-5118	629	3	traditional	traditional	ADJ
cblr-5118	629	4	approach	approach	NOUN
cblr-5118	629	5	to	to	ADP
cblr-5118	629	6	describing	describe	VERB
cblr-5118	629	7	the	the	DET
cblr-5118	629	8	standard	standard	NOUN
cblr-5118	629	9	of	of	ADP
cblr-5118	629	10	care	care	NOUN
cblr-5118	629	11	expected	expect	VERB
cblr-5118	629	12	from	from	ADP
cblr-5118	629	13	directors	director	NOUN
cblr-5118	629	14	is	be	AUX
cblr-5118	629	15	by	by	ADP
cblr-5118	629	16	way	way	NOUN
cblr-5118	629	17	of	of	ADP
cblr-5118	629	18	reference	reference	NOUN
cblr-5118	629	19	to	to	ADP
cblr-5118	629	20	behavior	behavior	NOUN
cblr-5118	629	21	displayed	display	VERB
cblr-5118	629	22	by	by	ADP
cblr-5118	629	23	other	other	ADJ
cblr-5118	629	24	individuals	individual	NOUN
cblr-5118	629	25	in	in	ADP
cblr-5118	629	26	their	their	PRON
cblr-5118	629	27	position	position	NOUN
cblr-5118	629	28	.	.	PUNCT
cblr-5118	630	1	for	for	ADP
cblr-5118	630	2	example	example	NOUN
cblr-5118	630	3	,	,	PUNCT
cblr-5118	630	4	the	the	DET
cblr-5118	630	5	delaware	delaware	PROPN
cblr-5118	630	6	chancery	chancery	PROPN
cblr-5118	630	7	court	court	PROPN
cblr-5118	630	8	has	have	AUX
cblr-5118	630	9	stated	state	VERB
cblr-5118	630	10	that	that	SCONJ
cblr-5118	630	11	“	"	PUNCT
cblr-5118	630	12	directors	director	NOUN
cblr-5118	630	13	of	of	ADP
cblr-5118	630	14	a	a	DET
cblr-5118	630	15	corporation	corporation	NOUN
cblr-5118	630	16	in	in	ADP
cblr-5118	630	17	managing	manage	VERB
cblr-5118	630	18	the	the	DET
cblr-5118	630	19	corporate	corporate	ADJ
cblr-5118	630	20	affairs	affair	NOUN
cblr-5118	630	21	are	be	AUX
cblr-5118	630	22	bound	bind	VERB
cblr-5118	630	23	to	to	PART
cblr-5118	630	24	use	use	VERB
cblr-5118	630	25	that	that	DET
cblr-5118	630	26	amount	amount	NOUN
cblr-5118	630	27	of	of	ADP
cblr-5118	630	28	care	care	NOUN
cblr-5118	630	29	which	which	PRON
cblr-5118	630	30	ordinarily	ordinarily	ADV
cblr-5118	630	31	careful	careful	ADJ
cblr-5118	630	32	and	and	CCONJ
cblr-5118	630	33	prudent	prudent	ADJ
cblr-5118	630	34	men	man	NOUN
cblr-5118	630	35	would	would	AUX
cblr-5118	630	36	use	use	VERB
cblr-5118	630	37	in	in	ADP
cblr-5118	630	38	similar	similar	ADJ
cblr-5118	630	39	circumstances	circumstance	NOUN
cblr-5118	630	40	.	.	PUNCT
cblr-5118	630	41	”177	”177	PROPN
cblr-5118	630	42	in	in	ADP
cblr-5118	630	43	delaware	delaware	PROPN
cblr-5118	630	44	,	,	PUNCT
cblr-5118	630	45	however	however	ADV
cblr-5118	630	46	,	,	PUNCT
cblr-5118	630	47	only	only	ADV
cblr-5118	630	48	conduct	conduct	NOUN
cblr-5118	630	49	that	that	PRON
cblr-5118	630	50	amounts	amount	VERB
cblr-5118	630	51	to	to	ADP
cblr-5118	630	52	“	"	PUNCT
cblr-5118	630	53	gross	gross	ADJ
cblr-5118	630	54	negligence	negligence	NOUN
cblr-5118	630	55	”	"	PUNCT
cblr-5118	630	56	will	will	AUX
cblr-5118	630	57	give	give	VERB
cblr-5118	630	58	rise	rise	NOUN
cblr-5118	630	59	to	to	ADP
cblr-5118	630	60	a	a	DET
cblr-5118	630	61	violation	violation	NOUN
cblr-5118	630	62	of	of	ADP
cblr-5118	630	63	the	the	DET
cblr-5118	630	64	duty	duty	NOUN
cblr-5118	630	65	of	of	ADP
cblr-5118	630	66	care.178	care.178	NOUN
cblr-5118	630	67	it	it	PRON
cblr-5118	630	68	is	be	AUX
cblr-5118	630	69	also	also	ADV
cblr-5118	630	70	helpful	helpful	ADJ
cblr-5118	630	71	to	to	PART
cblr-5118	630	72	examine	examine	VERB
cblr-5118	630	73	the	the	DET
cblr-5118	630	74	standard	standard	NOUN
cblr-5118	630	75	of	of	ADP
cblr-5118	630	76	care	care	NOUN
cblr-5118	630	77	applicable	applicable	ADJ
cblr-5118	630	78	to	to	ADP
cblr-5118	630	79	directors	director	NOUN
cblr-5118	630	80	in	in	ADP
cblr-5118	630	81	conjunction	conjunction	NOUN
cblr-5118	630	82	with	with	ADP
cblr-5118	630	83	the	the	DET
cblr-5118	630	84	business	business	NOUN
cblr-5118	630	85	judgment	judgment	NOUN
cblr-5118	630	86	rule	rule	NOUN
cblr-5118	630	87	.	.	PUNCT
cblr-5118	631	1	although	although	SCONJ
cblr-5118	631	2	the	the	DET
cblr-5118	631	3	business	business	NOUN
cblr-5118	631	4	judgment	judgment	NOUN
cblr-5118	631	5	rule	rule	NOUN
cblr-5118	631	6	is	be	AUX
cblr-5118	631	7	more	more	ADV
cblr-5118	631	8	convincingly	convincingly	ADV
cblr-5118	631	9	liability	liability	NOUN
cblr-5118	631	10	handbook	handbook	NOUN
cblr-5118	631	11	§	§	PROPN
cblr-5118	631	12	i:15	i:15	NOUN
cblr-5118	631	13	(	(	PUNCT
cblr-5118	631	14	2018	2018	NUM
cblr-5118	631	15	)	)	PUNCT
cblr-5118	631	16	(	(	PUNCT
cblr-5118	631	17	summarizing	summarize	VERB
cblr-5118	631	18	officers	officer	NOUN
cblr-5118	631	19	’	’	PART
cblr-5118	631	20	liability	liability	NOUN
cblr-5118	631	21	for	for	ADP
cblr-5118	631	22	fiduciary	fiduciary	ADJ
cblr-5118	631	23	duty	duty	NOUN
cblr-5118	631	24	breaches	breach	NOUN
cblr-5118	631	25	and	and	CCONJ
cblr-5118	631	26	the	the	DET
cblr-5118	631	27	applicability	applicability	NOUN
cblr-5118	631	28	of	of	ADP
cblr-5118	631	29	the	the	DET
cblr-5118	631	30	business	business	NOUN
cblr-5118	631	31	judgment	judgment	NOUN
cblr-5118	631	32	rule	rule	NOUN
cblr-5118	631	33	to	to	ADP
cblr-5118	631	34	their	their	PRON
cblr-5118	631	35	actions	action	NOUN
cblr-5118	631	36	)	)	PUNCT
cblr-5118	631	37	.	.	PUNCT
cblr-5118	632	1	174	174	NUM
cblr-5118	632	2	see	see	VERB
cblr-5118	632	3	deborah	deborah	PROPN
cblr-5118	632	4	a.	a.	PROPN
cblr-5118	632	5	demott	demott	PROPN
cblr-5118	632	6	,	,	PUNCT
cblr-5118	632	7	corporate	corporate	ADJ
cblr-5118	632	8	officers	officer	NOUN
cblr-5118	632	9	as	as	ADP
cblr-5118	632	10	agents	agent	NOUN
cblr-5118	632	11	,	,	PUNCT
cblr-5118	632	12	74	74	NUM
cblr-5118	632	13	wash	wash	NOUN
cblr-5118	632	14	.	.	PUNCT
cblr-5118	632	15	&	&	CCONJ
cblr-5118	632	16	lee	lee	PROPN
cblr-5118	632	17	l.	l.	PROPN
cblr-5118	632	18	rev	rev	PROPN
cblr-5118	632	19	.	.	PROPN
cblr-5118	632	20	847	847	NUM
cblr-5118	632	21	,	,	PUNCT
cblr-5118	632	22	848	848	NUM
cblr-5118	632	23	(	(	PUNCT
cblr-5118	632	24	2017	2017	NUM
cblr-5118	632	25	)	)	PUNCT
cblr-5118	632	26	.	.	PUNCT
cblr-5118	633	1	175	175	NUM
cblr-5118	633	2	see	see	VERB
cblr-5118	633	3	,	,	PUNCT
cblr-5118	633	4	e.g.	e.g.	ADV
cblr-5118	633	5	,	,	PUNCT
cblr-5118	633	6	robert	robert	PROPN
cblr-5118	633	7	b.	b.	PROPN
cblr-5118	633	8	thompson	thompson	PROPN
cblr-5118	633	9	&	&	CCONJ
cblr-5118	633	10	hillary	hillary	PROPN
cblr-5118	633	11	a.	a.	PROPN
cblr-5118	633	12	sale	sale	PROPN
cblr-5118	633	13	,	,	PUNCT
cblr-5118	633	14	securities	security	NOUN
cblr-5118	633	15	fraud	fraud	NOUN
cblr-5118	633	16	as	as	ADP
cblr-5118	633	17	corporate	corporate	ADJ
cblr-5118	633	18	governance	governance	NOUN
cblr-5118	633	19	:	:	PUNCT
cblr-5118	633	20	reflections	reflection	NOUN
cblr-5118	633	21	upon	upon	SCONJ
cblr-5118	633	22	federalism	federalism	NOUN
cblr-5118	633	23	,	,	PUNCT
cblr-5118	633	24	56	56	NUM
cblr-5118	633	25	vand	vand	NOUN
cblr-5118	633	26	.	.	PUNCT
cblr-5118	634	1	l.	l.	PROPN
cblr-5118	634	2	rev	rev	PROPN
cblr-5118	634	3	.	.	PROPN
cblr-5118	634	4	859	859	NUM
cblr-5118	634	5	,	,	PUNCT
cblr-5118	634	6	860–61	860–61	NUM
cblr-5118	634	7	(	(	PUNCT
cblr-5118	634	8	2003	2003	NUM
cblr-5118	634	9	)	)	PUNCT
cblr-5118	634	10	.	.	PUNCT
cblr-5118	635	1	176	176	NUM
cblr-5118	635	2	balotti	balotti	NOUN
cblr-5118	635	3	&	&	CCONJ
cblr-5118	635	4	finkelstein	finkelstein	PROPN
cblr-5118	635	5	,	,	PUNCT
cblr-5118	635	6	supra	supra	PROPN
cblr-5118	635	7	note	note	PROPN
cblr-5118	635	8	172	172	NUM
cblr-5118	635	9	,	,	PUNCT
cblr-5118	635	10	at	at	ADP
cblr-5118	635	11	§	§	PROPN
cblr-5118	635	12	4.15	4.15	NUM
cblr-5118	635	13	(	(	PUNCT
cblr-5118	635	14	footnote	footnote	NOUN
cblr-5118	635	15	omitted	omit	VERB
cblr-5118	635	16	)	)	PUNCT
cblr-5118	635	17	.	.	PUNCT
cblr-5118	636	1	177	177	NUM
cblr-5118	636	2	graham	graham	PROPN
cblr-5118	636	3	v.	v.	ADP
cblr-5118	636	4	allis	allis	PROPN
cblr-5118	636	5	-	-	PUNCT
cblr-5118	636	6	chambers	chamber	NOUN
cblr-5118	636	7	mfg	mfg	PROPN
cblr-5118	636	8	.	.	PROPN
cblr-5118	636	9	co.	co.	PROPN
cblr-5118	636	10	,	,	PUNCT
cblr-5118	636	11	188	188	NUM
cblr-5118	636	12	a.2d	a.2d	SYM
cblr-5118	636	13	125	125	NUM
cblr-5118	636	14	,	,	PUNCT
cblr-5118	636	15	130	130	NUM
cblr-5118	636	16	(	(	PUNCT
cblr-5118	636	17	del	del	PROPN
cblr-5118	636	18	.	.	PROPN
cblr-5118	636	19	ch	ch	PROPN
cblr-5118	636	20	.	.	PROPN
cblr-5118	636	21	1963	1963	NUM
cblr-5118	636	22	)	)	PUNCT
cblr-5118	636	23	.	.	PUNCT
cblr-5118	637	1	178	178	NUM
cblr-5118	637	2	see	see	VERB
cblr-5118	637	3	stone	stone	NOUN
cblr-5118	637	4	v.	v.	ADP
cblr-5118	637	5	ritter	ritter	PROPN
cblr-5118	637	6	,	,	PUNCT
cblr-5118	637	7	911	911	NUM
cblr-5118	637	8	a.2d	a.2d	NUM
cblr-5118	637	9	362	362	NUM
cblr-5118	637	10	,	,	PUNCT
cblr-5118	637	11	369	369	NUM
cblr-5118	637	12	(	(	PUNCT
cblr-5118	637	13	del	del	PROPN
cblr-5118	637	14	.	.	PROPN
cblr-5118	637	15	2006	2006	NUM
cblr-5118	637	16	)	)	PUNCT
cblr-5118	637	17	;	;	PUNCT
cblr-5118	637	18	see	see	VERB
cblr-5118	637	19	also	also	ADV
cblr-5118	637	20	mcmullin	mcmullin	PROPN
cblr-5118	637	21	v.	v.	ADP
cblr-5118	637	22	beran	beran	PROPN
cblr-5118	637	23	,	,	PUNCT
cblr-5118	637	24	765	765	NUM
cblr-5118	637	25	a.2d	a.2d	SYM
cblr-5118	637	26	910	910	NUM
cblr-5118	637	27	,	,	PUNCT
cblr-5118	637	28	921	921	NUM
cblr-5118	637	29	(	(	PUNCT
cblr-5118	637	30	del	del	PROPN
cblr-5118	637	31	.	.	PROPN
cblr-5118	637	32	2000	2000	NUM
cblr-5118	637	33	)	)	PUNCT
cblr-5118	637	34	(	(	PUNCT
cblr-5118	637	35	“	"	PUNCT
cblr-5118	637	36	director	director	NOUN
cblr-5118	637	37	liability	liability	NOUN
cblr-5118	637	38	for	for	ADP
cblr-5118	637	39	breaching	breach	VERB
cblr-5118	637	40	the	the	DET
cblr-5118	637	41	duty	duty	NOUN
cblr-5118	637	42	of	of	ADP
cblr-5118	637	43	care	care	NOUN
cblr-5118	637	44	‘	'	PUNCT
cblr-5118	637	45	is	be	AUX
cblr-5118	637	46	predicated	predicate	VERB
cblr-5118	637	47	upon	upon	SCONJ
cblr-5118	637	48	concepts	concept	NOUN
cblr-5118	637	49	of	of	ADP
cblr-5118	637	50	gross	gross	ADJ
cblr-5118	637	51	negligence	negligence	NOUN
cblr-5118	637	52	.	.	PUNCT
cblr-5118	637	53	’	'	PUNCT
cblr-5118	637	54	”	"	PUNCT
cblr-5118	637	55	)	)	PUNCT
cblr-5118	637	56	.	.	PUNCT
cblr-5118	638	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	638	2	(	(	PUNCT
cblr-5118	638	3	do	do	AUX
cblr-5118	638	4	not	not	PART
cblr-5118	638	5	delte	delte	VERB
cblr-5118	638	6	)	)	PUNCT
cblr-5118	638	7	1/8/2020	1/8/2020	NUM
cblr-5118	638	8	4:46	4:46	NUM
cblr-5118	638	9	pm	pm	NOUN
cblr-5118	638	10	1010	1010	NUM
cblr-5118	638	11	columbia	columbia	PROPN
cblr-5118	638	12	business	business	PROPN
cblr-5118	638	13	law	law	PROPN
cblr-5118	638	14	review	review	NOUN
cblr-5118	638	15	[	[	X
cblr-5118	638	16	vol	vol	NOUN
cblr-5118	638	17	.	.	PUNCT
cblr-5118	638	18	2019	2019	NUM
cblr-5118	638	19	viewed	view	VERB
cblr-5118	638	20	as	as	ADP
cblr-5118	638	21	a	a	DET
cblr-5118	638	22	standard	standard	NOUN
cblr-5118	638	23	of	of	ADP
cblr-5118	638	24	judicial	judicial	ADJ
cblr-5118	638	25	review	review	NOUN
cblr-5118	638	26	rather	rather	ADV
cblr-5118	638	27	than	than	ADP
cblr-5118	638	28	a	a	DET
cblr-5118	638	29	standard	standard	NOUN
cblr-5118	638	30	of	of	ADP
cblr-5118	638	31	care,179	care,179	PRON
cblr-5118	638	32	the	the	DET
cblr-5118	638	33	rule	rule	NOUN
cblr-5118	638	34	is	be	AUX
cblr-5118	638	35	,	,	PUNCT
cblr-5118	638	36	in	in	ADP
cblr-5118	638	37	practice	practice	NOUN
cblr-5118	638	38	,	,	PUNCT
cblr-5118	638	39	inextricably	inextricably	ADV
cblr-5118	638	40	linked	link	VERB
cblr-5118	638	41	to	to	ADP
cblr-5118	638	42	what	what	PRON
cblr-5118	638	43	courts	court	NOUN
cblr-5118	638	44	perceive	perceive	VERB
cblr-5118	638	45	as	as	ADP
cblr-5118	638	46	proper	proper	ADJ
cblr-5118	638	47	directorial	directorial	ADJ
cblr-5118	638	48	conduct	conduct	NOUN
cblr-5118	638	49	.	.	PUNCT
cblr-5118	639	1	that	that	PRON
cblr-5118	639	2	is	be	AUX
cblr-5118	639	3	,	,	PUNCT
cblr-5118	639	4	in	in	ADP
cblr-5118	639	5	making	make	VERB
cblr-5118	639	6	a	a	DET
cblr-5118	639	7	business	business	NOUN
cblr-5118	639	8	decision	decision	NOUN
cblr-5118	639	9	directors	director	NOUN
cblr-5118	639	10	need	need	VERB
cblr-5118	639	11	to	to	PART
cblr-5118	639	12	act	act	VERB
cblr-5118	639	13	“	"	PUNCT
cblr-5118	639	14	on	on	ADP
cblr-5118	639	15	an	an	DET
cblr-5118	639	16	informed	informed	ADJ
cblr-5118	639	17	basis	basis	NOUN
cblr-5118	639	18	,	,	PUNCT
cblr-5118	639	19	in	in	ADP
cblr-5118	639	20	good	good	ADJ
cblr-5118	639	21	faith	faith	NOUN
cblr-5118	639	22	,	,	PUNCT
cblr-5118	639	23	and	and	CCONJ
cblr-5118	639	24	in	in	ADP
cblr-5118	639	25	the	the	DET
cblr-5118	639	26	honest	honest	ADJ
cblr-5118	639	27	belief	belief	NOUN
cblr-5118	639	28	that	that	SCONJ
cblr-5118	639	29	the	the	DET
cblr-5118	639	30	action	action	NOUN
cblr-5118	639	31	taken	take	VERB
cblr-5118	639	32	was	be	AUX
cblr-5118	639	33	in	in	ADP
cblr-5118	639	34	the	the	DET
cblr-5118	639	35	best	good	ADJ
cblr-5118	639	36	interests	interest	NOUN
cblr-5118	639	37	of	of	ADP
cblr-5118	639	38	the	the	DET
cblr-5118	639	39	company	company	NOUN
cblr-5118	639	40	.	.	PUNCT
cblr-5118	640	1	”180	”180	PROPN
cblr-5118	640	2	boards	board	NOUN
cblr-5118	640	3	also	also	ADV
cblr-5118	640	4	need	need	VERB
cblr-5118	640	5	to	to	PART
cblr-5118	640	6	allow	allow	VERB
cblr-5118	640	7	sufficient	sufficient	ADJ
cblr-5118	640	8	time	time	NOUN
cblr-5118	640	9	to	to	PART
cblr-5118	640	10	prepare	prepare	VERB
cblr-5118	640	11	and	and	CCONJ
cblr-5118	640	12	engage	engage	VERB
cblr-5118	640	13	critically	critically	ADV
cblr-5118	640	14	with	with	ADP
cblr-5118	640	15	the	the	DET
cblr-5118	640	16	information	information	NOUN
cblr-5118	640	17	made	make	VERB
cblr-5118	640	18	available	available	ADJ
cblr-5118	640	19	to	to	PART
cblr-5118	640	20	them.181	them.181	VERB
cblr-5118	640	21	nevertheless	nevertheless	ADV
cblr-5118	640	22	,	,	PUNCT
cblr-5118	640	23	as	as	ADP
cblr-5118	640	24	a	a	DET
cblr-5118	640	25	delaware	delaware	PROPN
cblr-5118	640	26	law	law	NOUN
cblr-5118	640	27	treatise	treatise	NOUN
cblr-5118	640	28	notes	note	VERB
cblr-5118	640	29	,	,	PUNCT
cblr-5118	640	30	in	in	ADP
cblr-5118	640	31	formulating	formulate	VERB
cblr-5118	640	32	the	the	DET
cblr-5118	640	33	standard	standard	NOUN
cblr-5118	640	34	of	of	ADP
cblr-5118	640	35	care	care	NOUN
cblr-5118	640	36	expected	expect	VERB
cblr-5118	640	37	from	from	ADP
cblr-5118	640	38	directors	director	NOUN
cblr-5118	640	39	“	"	PUNCT
cblr-5118	640	40	[	[	X
cblr-5118	640	41	t]here	t]here	NOUN
cblr-5118	640	42	are	be	AUX
cblr-5118	640	43	no	no	DET
cblr-5118	640	44	hornbook	hornbook	NOUN
cblr-5118	640	45	bright	bright	ADJ
cblr-5118	640	46	lines	line	NOUN
cblr-5118	640	47	or	or	CCONJ
cblr-5118	640	48	litmus	litmus	VERB
cblr-5118	640	49	tests	test	NOUN
cblr-5118	640	50	to	to	PART
cblr-5118	640	51	make	make	VERB
cblr-5118	640	52	counseling	counseling	NOUN
cblr-5118	640	53	easy	easy	ADJ
cblr-5118	640	54	.	.	PUNCT
cblr-5118	641	1	each	each	DET
cblr-5118	641	2	case	case	NOUN
cblr-5118	641	3	will	will	AUX
cblr-5118	641	4	depend	depend	VERB
cblr-5118	641	5	on	on	ADP
cblr-5118	641	6	the	the	DET
cblr-5118	641	7	procedural	procedural	ADJ
cblr-5118	641	8	setting	setting	NOUN
cblr-5118	641	9	and	and	CCONJ
cblr-5118	641	10	all	all	DET
cblr-5118	641	11	the	the	DET
cblr-5118	641	12	facts	fact	NOUN
cblr-5118	641	13	.	.	PUNCT
cblr-5118	641	14	”182	”182	PROPN
cblr-5118	642	1	the	the	DET
cblr-5118	642	2	duty	duty	NOUN
cblr-5118	642	3	of	of	ADP
cblr-5118	642	4	loyalty	loyalty	NOUN
cblr-5118	642	5	addresses	address	NOUN
cblr-5118	642	6	and	and	CCONJ
cblr-5118	642	7	seeks	seek	VERB
cblr-5118	642	8	to	to	PART
cblr-5118	642	9	mitigate	mitigate	VERB
cblr-5118	642	10	the	the	DET
cblr-5118	642	11	problem	problem	NOUN
cblr-5118	642	12	of	of	ADP
cblr-5118	642	13	diverging	diverge	VERB
cblr-5118	642	14	interests	interest	NOUN
cblr-5118	642	15	between	between	ADP
cblr-5118	642	16	shareholders	shareholder	NOUN
cblr-5118	642	17	and	and	CCONJ
cblr-5118	642	18	those	those	PRON
cblr-5118	642	19	who	who	PRON
cblr-5118	642	20	manage	manage	VERB
cblr-5118	642	21	the	the	DET
cblr-5118	642	22	company.183	company.183	NUM
cblr-5118	642	23	it	it	PRON
cblr-5118	642	24	requires	require	VERB
cblr-5118	642	25	corporate	corporate	ADJ
cblr-5118	642	26	leaders	leader	NOUN
cblr-5118	642	27	to	to	PART
cblr-5118	642	28	adhere	adhere	VERB
cblr-5118	642	29	to	to	ADP
cblr-5118	642	30	a	a	DET
cblr-5118	642	31	standard	standard	NOUN
cblr-5118	642	32	of	of	ADP
cblr-5118	642	33	behavior	behavior	NOUN
cblr-5118	642	34	that	that	PRON
cblr-5118	642	35	judge	judge	VERB
cblr-5118	642	36	cardozo	cardozo	PROPN
cblr-5118	642	37	once	once	ADV
cblr-5118	642	38	artfully	artfully	ADV
cblr-5118	642	39	described	describe	VERB
cblr-5118	642	40	as	as	ADP
cblr-5118	642	41	the	the	DET
cblr-5118	642	42	“	"	PUNCT
cblr-5118	642	43	punctilio	punctilio	NOUN
cblr-5118	642	44	of	of	ADP
cblr-5118	642	45	an	an	DET
cblr-5118	642	46	honor	honor	NOUN
cblr-5118	642	47	the	the	DET
cblr-5118	642	48	most	most	ADV
cblr-5118	642	49	sensitive	sensitive	ADJ
cblr-5118	642	50	.	.	PUNCT
cblr-5118	643	1	”184	”184	NOUN
cblr-5118	643	2	loyalty	loyalty	NOUN
cblr-5118	643	3	,	,	PUNCT
cblr-5118	643	4	in	in	ADP
cblr-5118	643	5	practice	practice	NOUN
cblr-5118	643	6	,	,	PUNCT
cblr-5118	643	7	is	be	AUX
cblr-5118	643	8	relevant	relevant	ADJ
cblr-5118	643	9	to	to	ADP
cblr-5118	643	10	a	a	DET
cblr-5118	643	11	variety	variety	NOUN
cblr-5118	643	12	of	of	ADP
cblr-5118	643	13	specific	specific	ADJ
cblr-5118	643	14	contexts	contexts	NOUN
cblr-5118	643	15	,	,	PUNCT
cblr-5118	643	16	including	include	VERB
cblr-5118	643	17	interested	interested	ADJ
cblr-5118	643	18	-	-	PUNCT
cblr-5118	643	19	director	director	NOUN
cblr-5118	643	20	transactions	transaction	NOUN
cblr-5118	643	21	,	,	PUNCT
cblr-5118	643	22	corporate	corporate	ADJ
cblr-5118	643	23	opportunities	opportunity	NOUN
cblr-5118	643	24	,	,	PUNCT
cblr-5118	643	25	insider	insider	NOUN
cblr-5118	643	26	transactions	transaction	NOUN
cblr-5118	643	27	,	,	PUNCT
cblr-5118	643	28	and	and	CCONJ
cblr-5118	643	29	other	other	ADJ
cblr-5118	643	30	situations	situation	NOUN
cblr-5118	643	31	that	that	PRON
cblr-5118	643	32	involve	involve	VERB
cblr-5118	643	33	a	a	DET
cblr-5118	643	34	potential	potential	ADJ
cblr-5118	643	35	conflict	conflict	NOUN
cblr-5118	643	36	of	of	ADP
cblr-5118	643	37	interest	interest	NOUN
cblr-5118	643	38	or	or	CCONJ
cblr-5118	643	39	heightened	heighten	VERB
cblr-5118	643	40	risk	risk	NOUN
cblr-5118	643	41	of	of	ADP
cblr-5118	643	42	unduly	unduly	ADV
cblr-5118	643	43	advancing	advance	VERB
cblr-5118	643	44	managers	manager	NOUN
cblr-5118	643	45	’	'	PUNCT
cblr-5118	643	46	179	179	NUM
cblr-5118	643	47	see	see	VERB
cblr-5118	643	48	stephen	stephen	PROPN
cblr-5118	643	49	m.	m.	PROPN
cblr-5118	643	50	bainbridge	bainbridge	PROPN
cblr-5118	643	51	,	,	PUNCT
cblr-5118	643	52	the	the	DET
cblr-5118	643	53	business	business	NOUN
cblr-5118	643	54	judgment	judgment	NOUN
cblr-5118	643	55	rule	rule	NOUN
cblr-5118	643	56	as	as	ADP
cblr-5118	643	57	abstention	abstention	NOUN
cblr-5118	643	58	doctrine	doctrine	NOUN
cblr-5118	643	59	,	,	PUNCT
cblr-5118	643	60	57	57	NUM
cblr-5118	643	61	vand	vand	NOUN
cblr-5118	643	62	.	.	PUNCT
cblr-5118	644	1	l.	l.	PROPN
cblr-5118	644	2	rev	rev	PROPN
cblr-5118	644	3	.	.	PROPN
cblr-5118	644	4	83	83	NUM
cblr-5118	644	5	,	,	PUNCT
cblr-5118	644	6	87	87	NUM
cblr-5118	644	7	,	,	PUNCT
cblr-5118	644	8	109–29	109–29	PROPN
cblr-5118	644	9	(	(	PUNCT
cblr-5118	644	10	2004	2004	NUM
cblr-5118	644	11	)	)	PUNCT
cblr-5118	644	12	;	;	PUNCT
cblr-5118	644	13	see	see	VERB
cblr-5118	644	14	also	also	ADV
cblr-5118	644	15	moran	moran	PROPN
cblr-5118	645	1	v.	v.	ADP
cblr-5118	645	2	household	household	PROPN
cblr-5118	645	3	int’l	int’l	NUM
cblr-5118	645	4	,	,	PUNCT
cblr-5118	645	5	inc	inc	PROPN
cblr-5118	645	6	.	.	PROPN
cblr-5118	645	7	,	,	PUNCT
cblr-5118	645	8	490	490	NUM
cblr-5118	645	9	a.2d	a.2d	SYM
cblr-5118	645	10	1059	1059	NUM
cblr-5118	645	11	,	,	PUNCT
cblr-5118	645	12	1076	1076	NUM
cblr-5118	645	13	(	(	PUNCT
cblr-5118	645	14	del	del	PROPN
cblr-5118	645	15	.	.	PROPN
cblr-5118	645	16	ch	ch	PROPN
cblr-5118	645	17	.	.	PROPN
cblr-5118	645	18	1985	1985	NUM
cblr-5118	645	19	)	)	PUNCT
cblr-5118	645	20	(	(	PUNCT
cblr-5118	645	21	“	"	PUNCT
cblr-5118	645	22	[	[	X
cblr-5118	645	23	t]he	t]he	X
cblr-5118	645	24	business	business	NOUN
cblr-5118	645	25	judgment	judgment	NOUN
cblr-5118	645	26	rule	rule	NOUN
cblr-5118	645	27	is	be	AUX
cblr-5118	645	28	primarily	primarily	ADV
cblr-5118	645	29	a	a	DET
cblr-5118	645	30	tool	tool	NOUN
cblr-5118	645	31	of	of	ADP
cblr-5118	645	32	judicial	judicial	ADJ
cblr-5118	645	33	review	review	NOUN
cblr-5118	645	34	and	and	CCONJ
cblr-5118	645	35	only	only	ADV
cblr-5118	645	36	indirectly	indirectly	ADV
cblr-5118	645	37	a	a	DET
cblr-5118	645	38	[	[	X
cblr-5118	645	39	managerial	managerial	ADJ
cblr-5118	645	40	]	]	X
cblr-5118	645	41	standard	standard	NOUN
cblr-5118	645	42	of	of	ADP
cblr-5118	645	43	conduct	conduct	NOUN
cblr-5118	645	44	.	.	PUNCT
cblr-5118	645	45	.	.	PUNCT
cblr-5118	645	46	.	.	PUNCT
cblr-5118	646	1	.	.	PUNCT
cblr-5118	646	2	”	"	PUNCT
cblr-5118	647	1	)	)	PUNCT
cblr-5118	647	2	,	,	PUNCT
cblr-5118	647	3	aff’d	aff’d	VERB
cblr-5118	647	4	,	,	PUNCT
cblr-5118	647	5	500	500	NUM
cblr-5118	647	6	a.2d	a.2d	SYM
cblr-5118	647	7	1346	1346	NUM
cblr-5118	647	8	(	(	PUNCT
cblr-5118	647	9	del	del	PROPN
cblr-5118	647	10	.	.	PROPN
cblr-5118	647	11	1985	1985	NUM
cblr-5118	647	12	)	)	PUNCT
cblr-5118	647	13	.	.	PUNCT
cblr-5118	648	1	180	180	NUM
cblr-5118	648	2	aronson	aronson	PROPN
cblr-5118	648	3	v.	v.	PROPN
cblr-5118	648	4	lewis	lewis	PROPN
cblr-5118	648	5	,	,	PUNCT
cblr-5118	648	6	473	473	NUM
cblr-5118	648	7	a.2d	a.2d	SYM
cblr-5118	648	8	805	805	NUM
cblr-5118	648	9	,	,	PUNCT
cblr-5118	648	10	812	812	NUM
cblr-5118	648	11	(	(	PUNCT
cblr-5118	648	12	del	del	PROPN
cblr-5118	648	13	.	.	NOUN
cblr-5118	648	14	1984	1984	NUM
cblr-5118	648	15	)	)	PUNCT
cblr-5118	649	1	(	(	PUNCT
cblr-5118	649	2	noting	note	VERB
cblr-5118	649	3	that	that	SCONJ
cblr-5118	649	4	“	"	PUNCT
cblr-5118	649	5	[	[	X
cblr-5118	649	6	t]he	t]he	X
cblr-5118	649	7	business	business	NOUN
cblr-5118	649	8	judgment	judgment	NOUN
cblr-5118	649	9	rule	rule	NOUN
cblr-5118	649	10	is	be	AUX
cblr-5118	649	11	an	an	DET
cblr-5118	649	12	acknowledgment	acknowledgment	NOUN
cblr-5118	649	13	of	of	ADP
cblr-5118	649	14	the	the	DET
cblr-5118	649	15	managerial	managerial	ADJ
cblr-5118	649	16	prerogatives	prerogative	NOUN
cblr-5118	649	17	of	of	ADP
cblr-5118	649	18	delaware	delaware	PROPN
cblr-5118	649	19	directors	director	NOUN
cblr-5118	649	20	”	"	PUNCT
cblr-5118	649	21	)	)	PUNCT
cblr-5118	649	22	.	.	PUNCT
cblr-5118	650	1	181	181	NUM
cblr-5118	651	1	the	the	DET
cblr-5118	651	2	seminal	seminal	ADJ
cblr-5118	651	3	case	case	NOUN
cblr-5118	651	4	on	on	ADP
cblr-5118	651	5	this	this	PRON
cblr-5118	651	6	is	be	AUX
cblr-5118	651	7	smith	smith	PROPN
cblr-5118	651	8	v.	v.	ADP
cblr-5118	651	9	van	van	PROPN
cblr-5118	651	10	gorkom	gorkom	PROPN
cblr-5118	651	11	,	,	PUNCT
cblr-5118	651	12	488	488	NUM
cblr-5118	651	13	a.2d	a.2d	NUM
cblr-5118	651	14	858	858	NUM
cblr-5118	651	15	,	,	PUNCT
cblr-5118	651	16	872	872	NUM
cblr-5118	651	17	(	(	PUNCT
cblr-5118	651	18	del	del	PROPN
cblr-5118	651	19	.	.	PROPN
cblr-5118	651	20	1985	1985	NUM
cblr-5118	651	21	)	)	PUNCT
cblr-5118	651	22	.	.	PUNCT
cblr-5118	652	1	182	182	NUM
cblr-5118	652	2	balotti	balotti	NOUN
cblr-5118	652	3	&	&	CCONJ
cblr-5118	652	4	finkelstein	finkelstein	PROPN
cblr-5118	652	5	,	,	PUNCT
cblr-5118	652	6	supra	supra	PROPN
cblr-5118	652	7	note	note	PROPN
cblr-5118	652	8	172	172	NUM
cblr-5118	652	9	,	,	PUNCT
cblr-5118	652	10	at	at	ADP
cblr-5118	652	11	§	§	PROPN
cblr-5118	652	12	4.15(a	4.15(a	PROPN
cblr-5118	652	13	)	)	PUNCT
cblr-5118	652	14	(	(	PUNCT
cblr-5118	652	15	footnote	footnote	NOUN
cblr-5118	652	16	omitted	omit	VERB
cblr-5118	652	17	)	)	PUNCT
cblr-5118	652	18	.	.	PUNCT
cblr-5118	653	1	183	183	NUM
cblr-5118	653	2	see	see	VERB
cblr-5118	653	3	guth	guth	PROPN
cblr-5118	653	4	v.	v.	PROPN
cblr-5118	653	5	loft	loft	PROPN
cblr-5118	653	6	,	,	PUNCT
cblr-5118	653	7	inc	inc	PROPN
cblr-5118	653	8	.	.	PROPN
cblr-5118	653	9	,	,	PUNCT
cblr-5118	653	10	5	5	NUM
cblr-5118	653	11	a.2d	a.2d	SYM
cblr-5118	653	12	503	503	NUM
cblr-5118	653	13	,	,	PUNCT
cblr-5118	653	14	510	510	NUM
cblr-5118	653	15	(	(	PUNCT
cblr-5118	653	16	del	del	PROPN
cblr-5118	653	17	.	.	PROPN
cblr-5118	653	18	1939	1939	NUM
cblr-5118	653	19	)	)	PUNCT
cblr-5118	653	20	(	(	PUNCT
cblr-5118	653	21	a	a	DET
cblr-5118	653	22	classic	classic	ADJ
cblr-5118	653	23	case	case	NOUN
cblr-5118	653	24	in	in	ADP
cblr-5118	653	25	which	which	PRON
cblr-5118	653	26	the	the	DET
cblr-5118	653	27	court	court	NOUN
cblr-5118	653	28	stated	state	VERB
cblr-5118	653	29	that	that	SCONJ
cblr-5118	653	30	the	the	DET
cblr-5118	653	31	duty	duty	NOUN
cblr-5118	653	32	of	of	ADP
cblr-5118	653	33	loyalty	loyalty	NOUN
cblr-5118	653	34	“	"	PUNCT
cblr-5118	653	35	demands	demand	VERB
cblr-5118	653	36	that	that	SCONJ
cblr-5118	653	37	there	there	PRON
cblr-5118	653	38	shall	shall	AUX
cblr-5118	653	39	be	be	AUX
cblr-5118	653	40	no	no	DET
cblr-5118	653	41	conflict	conflict	NOUN
cblr-5118	653	42	between	between	ADP
cblr-5118	653	43	duty	duty	NOUN
cblr-5118	653	44	and	and	CCONJ
cblr-5118	653	45	self	self	NOUN
cblr-5118	653	46	-	-	PUNCT
cblr-5118	653	47	interest	interest	NOUN
cblr-5118	653	48	”	"	PUNCT
cblr-5118	653	49	)	)	PUNCT
cblr-5118	653	50	.	.	PUNCT
cblr-5118	654	1	184	184	NUM
cblr-5118	654	2	meinhard	meinhard	NOUN
cblr-5118	654	3	v.	v.	ADP
cblr-5118	654	4	salmon	salmon	NOUN
cblr-5118	654	5	,	,	PUNCT
cblr-5118	654	6	164	164	NUM
cblr-5118	654	7	n.e	n.e	PROPN
cblr-5118	654	8	.	.	PROPN
cblr-5118	654	9	545	545	NUM
cblr-5118	654	10	,	,	PUNCT
cblr-5118	654	11	546	546	NUM
cblr-5118	654	12	(	(	PUNCT
cblr-5118	654	13	n.y	n.y	PROPN
cblr-5118	654	14	.	.	PROPN
cblr-5118	654	15	1928	1928	NUM
cblr-5118	654	16	)	)	PUNCT
cblr-5118	654	17	.	.	PUNCT
cblr-5118	655	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	655	2	(	(	PUNCT
cblr-5118	655	3	do	do	AUX
cblr-5118	655	4	not	not	PART
cblr-5118	655	5	delete	delete	VERB
cblr-5118	655	6	)	)	PUNCT
cblr-5118	655	7	1/8/2020	1/8/2020	NUM
cblr-5118	655	8	4:46	4:46	NUM
cblr-5118	655	9	pm	pm	NOUN
cblr-5118	655	10	no	no	INTJ
cblr-5118	655	11	.	.	PUNCT
cblr-5118	656	1	3:965	3:965	NUM
cblr-5118	656	2	]	]	X
cblr-5118	656	3	corporate	corporate	ADJ
cblr-5118	656	4	management	management	NOUN
cblr-5118	656	5	in	in	ADP
cblr-5118	656	6	the	the	DET
cblr-5118	656	7	age	age	NOUN
cblr-5118	656	8	of	of	ADP
cblr-5118	656	9	ai	ai	PROPN
cblr-5118	656	10	1011	1011	NUM
cblr-5118	656	11	personal	personal	ADJ
cblr-5118	656	12	interests	interest	NOUN
cblr-5118	656	13	at	at	ADP
cblr-5118	656	14	the	the	DET
cblr-5118	656	15	expense	expense	NOUN
cblr-5118	656	16	of	of	ADP
cblr-5118	656	17	the	the	DET
cblr-5118	656	18	corporation.185	corporation.185	ADJ
cblr-5118	656	19	notably	notably	ADV
cblr-5118	656	20	,	,	PUNCT
cblr-5118	656	21	the	the	DET
cblr-5118	656	22	board	board	NOUN
cblr-5118	656	23	’s	’s	PART
cblr-5118	656	24	liability	liability	NOUN
cblr-5118	656	25	for	for	ADP
cblr-5118	656	26	failures	failure	NOUN
cblr-5118	656	27	to	to	PART
cblr-5118	656	28	exercise	exercise	VERB
cblr-5118	656	29	proper	proper	ADJ
cblr-5118	656	30	oversight	oversight	NOUN
cblr-5118	656	31	is	be	AUX
cblr-5118	656	32	,	,	PUNCT
cblr-5118	656	33	under	under	ADP
cblr-5118	656	34	delaware	delaware	PROPN
cblr-5118	656	35	law	law	PROPN
cblr-5118	656	36	,	,	PUNCT
cblr-5118	656	37	also	also	ADV
cblr-5118	656	38	subsumed	subsume	VERB
cblr-5118	656	39	under	under	ADP
cblr-5118	656	40	the	the	DET
cblr-5118	656	41	duty	duty	NOUN
cblr-5118	656	42	of	of	ADP
cblr-5118	656	43	loyalty	loyalty	NOUN
cblr-5118	656	44	and	and	CCONJ
cblr-5118	656	45	its	its	PRON
cblr-5118	656	46	requirement	requirement	NOUN
cblr-5118	656	47	that	that	SCONJ
cblr-5118	656	48	directors	director	NOUN
cblr-5118	656	49	act	act	VERB
cblr-5118	656	50	in	in	ADP
cblr-5118	656	51	good	good	ADJ
cblr-5118	656	52	faith.186	faith.186	VERB
cblr-5118	656	53	the	the	DET
cblr-5118	656	54	system	system	NOUN
cblr-5118	656	55	for	for	ADP
cblr-5118	656	56	sanctioning	sanction	VERB
cblr-5118	656	57	alleged	alleged	ADJ
cblr-5118	656	58	breaches	breach	NOUN
cblr-5118	656	59	of	of	ADP
cblr-5118	656	60	corporate	corporate	ADJ
cblr-5118	656	61	directors	director	NOUN
cblr-5118	656	62	’	'	PUNCT
cblr-5118	656	63	and	and	CCONJ
cblr-5118	656	64	officers	officer	NOUN
cblr-5118	656	65	’	’	PART
cblr-5118	656	66	fiduciary	fiduciary	ADJ
cblr-5118	656	67	duties	duty	NOUN
cblr-5118	656	68	is	be	AUX
cblr-5118	656	69	somewhat	somewhat	ADV
cblr-5118	656	70	peculiar	peculiar	ADJ
cblr-5118	656	71	.	.	PUNCT
cblr-5118	657	1	in	in	ADP
cblr-5118	657	2	most	most	ADJ
cblr-5118	657	3	cases	case	NOUN
cblr-5118	657	4	,	,	PUNCT
cblr-5118	657	5	shareholders	shareholder	NOUN
cblr-5118	657	6	can	can	AUX
cblr-5118	657	7	not	not	PART
cblr-5118	657	8	bring	bring	VERB
cblr-5118	657	9	direct	direct	ADJ
cblr-5118	657	10	claims	claim	NOUN
cblr-5118	657	11	against	against	ADP
cblr-5118	657	12	these	these	DET
cblr-5118	657	13	individuals	individual	NOUN
cblr-5118	657	14	in	in	ADP
cblr-5118	657	15	their	their	PRON
cblr-5118	657	16	own	own	ADJ
cblr-5118	657	17	name	name	NOUN
cblr-5118	657	18	.	.	PUNCT
cblr-5118	658	1	absent	absent	ADJ
cblr-5118	658	2	rare	rare	ADJ
cblr-5118	658	3	situations	situation	NOUN
cblr-5118	658	4	where	where	SCONJ
cblr-5118	658	5	there	there	PRON
cblr-5118	658	6	are	be	VERB
cblr-5118	658	7	injuries	injury	NOUN
cblr-5118	658	8	that	that	PRON
cblr-5118	658	9	directly	directly	ADV
cblr-5118	658	10	affect	affect	VERB
cblr-5118	658	11	certain	certain	ADJ
cblr-5118	658	12	shareholders	shareholder	NOUN
cblr-5118	658	13	in	in	ADP
cblr-5118	658	14	their	their	PRON
cblr-5118	658	15	individual	individual	ADJ
cblr-5118	658	16	capacities	capacity	NOUN
cblr-5118	658	17	,	,	PUNCT
cblr-5118	658	18	breaches	breach	NOUN
cblr-5118	658	19	of	of	ADP
cblr-5118	658	20	fiduciary	fiduciary	ADJ
cblr-5118	658	21	duties	duty	NOUN
cblr-5118	658	22	will	will	AUX
cblr-5118	658	23	be	be	AUX
cblr-5118	658	24	pursued	pursue	VERB
cblr-5118	658	25	either	either	CCONJ
cblr-5118	658	26	by	by	ADP
cblr-5118	658	27	the	the	DET
cblr-5118	658	28	corporation	corporation	NOUN
cblr-5118	658	29	(	(	PUNCT
cblr-5118	658	30	acting	act	VERB
cblr-5118	658	31	through	through	ADP
cblr-5118	658	32	the	the	DET
cblr-5118	658	33	board	board	NOUN
cblr-5118	658	34	)	)	PUNCT
cblr-5118	658	35	or	or	CCONJ
cblr-5118	658	36	—	—	PUNCT
cblr-5118	658	37	given	give	VERB
cblr-5118	658	38	the	the	DET
cblr-5118	658	39	board	board	NOUN
cblr-5118	658	40	’s	’s	PART
cblr-5118	658	41	likely	likely	ADJ
cblr-5118	658	42	reluctance	reluctance	NOUN
cblr-5118	658	43	to	to	PART
cblr-5118	658	44	initiate	initiate	VERB
cblr-5118	658	45	such	such	ADJ
cblr-5118	658	46	claims	claim	NOUN
cblr-5118	658	47	—	—	PUNCT
cblr-5118	658	48	via	via	ADP
cblr-5118	658	49	derivative	derivative	ADJ
cblr-5118	658	50	actions	action	NOUN
cblr-5118	658	51	that	that	PRON
cblr-5118	658	52	shareholders	shareholder	NOUN
cblr-5118	658	53	bring	bring	VERB
cblr-5118	658	54	in	in	ADP
cblr-5118	658	55	the	the	DET
cblr-5118	658	56	name	name	NOUN
cblr-5118	658	57	and	and	CCONJ
cblr-5118	658	58	on	on	ADP
cblr-5118	658	59	behalf	behalf	NOUN
cblr-5118	658	60	of	of	ADP
cblr-5118	658	61	the	the	DET
cblr-5118	658	62	corporation.187	corporation.187	PROPN
cblr-5118	658	63	however	however	ADV
cblr-5118	658	64	,	,	PUNCT
cblr-5118	658	65	shareholders	shareholder	NOUN
cblr-5118	658	66	willing	willing	ADJ
cblr-5118	658	67	to	to	PART
cblr-5118	658	68	pursue	pursue	VERB
cblr-5118	658	69	derivative	derivative	ADJ
cblr-5118	658	70	suits	suit	NOUN
cblr-5118	658	71	face	face	VERB
cblr-5118	658	72	an	an	DET
cblr-5118	658	73	uphill	uphill	ADJ
cblr-5118	658	74	battle	battle	NOUN
cblr-5118	658	75	on	on	ADP
cblr-5118	658	76	numerous	numerous	ADJ
cblr-5118	658	77	fronts	front	NOUN
cblr-5118	658	78	.	.	PUNCT
cblr-5118	659	1	they	they	PRON
cblr-5118	659	2	have	have	VERB
cblr-5118	659	3	to	to	PART
cblr-5118	659	4	overcome	overcome	VERB
cblr-5118	659	5	both	both	CCONJ
cblr-5118	659	6	procedural	procedural	ADJ
cblr-5118	659	7	and	and	CCONJ
cblr-5118	659	8	substantive	substantive	ADJ
cblr-5118	659	9	hurdles	hurdle	NOUN
cblr-5118	659	10	,	,	PUNCT
cblr-5118	659	11	which	which	PRON
cblr-5118	659	12	to	to	ADP
cblr-5118	659	13	a	a	DET
cblr-5118	659	14	large	large	ADJ
cblr-5118	659	15	degree	degree	NOUN
cblr-5118	659	16	work	work	NOUN
cblr-5118	659	17	to	to	PART
cblr-5118	659	18	insulate	insulate	VERB
cblr-5118	659	19	corporate	corporate	ADJ
cblr-5118	659	20	directors	director	NOUN
cblr-5118	659	21	and	and	CCONJ
cblr-5118	659	22	officers	officer	NOUN
cblr-5118	659	23	from	from	ADP
cblr-5118	659	24	personal	personal	ADJ
cblr-5118	659	25	liability.188	liability.188	NOUN
cblr-5118	659	26	directors	director	NOUN
cblr-5118	659	27	,	,	PUNCT
cblr-5118	659	28	in	in	ADP
cblr-5118	659	29	particular	particular	ADJ
cblr-5118	659	30	,	,	PUNCT
cblr-5118	659	31	benefit	benefit	NOUN
cblr-5118	659	32	from	from	ADP
cblr-5118	659	33	various	various	ADJ
cblr-5118	659	34	protections	protection	NOUN
cblr-5118	659	35	that	that	PRON
cblr-5118	659	36	considerably	considerably	ADV
cblr-5118	659	37	limit	limit	VERB
cblr-5118	659	38	their	their	PRON
cblr-5118	659	39	personal	personal	ADJ
cblr-5118	659	40	exposure	exposure	NOUN
cblr-5118	659	41	.	.	PUNCT
cblr-5118	660	1	with	with	ADP
cblr-5118	660	2	regard	regard	NOUN
cblr-5118	660	3	to	to	ADP
cblr-5118	660	4	assessing	assess	VERB
cblr-5118	660	5	the	the	DET
cblr-5118	660	6	existence	existence	NOUN
cblr-5118	660	7	of	of	ADP
cblr-5118	660	8	a	a	DET
cblr-5118	660	9	breach	breach	NOUN
cblr-5118	660	10	of	of	ADP
cblr-5118	660	11	duty	duty	NOUN
cblr-5118	660	12	,	,	PUNCT
cblr-5118	660	13	corporate	corporate	ADJ
cblr-5118	660	14	laws	law	NOUN
cblr-5118	660	15	usually	usually	ADV
cblr-5118	660	16	provide	provide	VERB
cblr-5118	660	17	that	that	SCONJ
cblr-5118	660	18	directors	director	NOUN
cblr-5118	660	19	may	may	AUX
cblr-5118	660	20	rely	rely	VERB
cblr-5118	660	21	on	on	ADP
cblr-5118	660	22	information	information	NOUN
cblr-5118	660	23	or	or	CCONJ
cblr-5118	660	24	185	185	NUM
cblr-5118	660	25	see	see	NOUN
cblr-5118	660	26	balotti	balotti	NOUN
cblr-5118	660	27	&	&	CCONJ
cblr-5118	660	28	finkelstein	finkelstein	PROPN
cblr-5118	660	29	,	,	PUNCT
cblr-5118	660	30	supra	supra	PROPN
cblr-5118	660	31	note	note	PROPN
cblr-5118	660	32	172	172	NUM
cblr-5118	660	33	,	,	PUNCT
cblr-5118	660	34	at	at	ADP
cblr-5118	660	35	§	§	PROPN
cblr-5118	660	36	4.16	4.16	NUM
cblr-5118	660	37	.	.	PUNCT
cblr-5118	661	1	186	186	NUM
cblr-5118	661	2	see	see	VERB
cblr-5118	661	3	stone	stone	NOUN
cblr-5118	661	4	v.	v.	ADP
cblr-5118	661	5	ritter	ritter	PROPN
cblr-5118	661	6	,	,	PUNCT
cblr-5118	661	7	911	911	NUM
cblr-5118	661	8	a.2d	a.2d	NUM
cblr-5118	661	9	362	362	NUM
cblr-5118	661	10	,	,	PUNCT
cblr-5118	661	11	370–72	370–72	NUM
cblr-5118	661	12	(	(	PUNCT
cblr-5118	661	13	del	del	PROPN
cblr-5118	661	14	.	.	NOUN
cblr-5118	661	15	2006	2006	NUM
cblr-5118	661	16	)	)	PUNCT
cblr-5118	661	17	;	;	PUNCT
cblr-5118	661	18	martin	martin	PROPN
cblr-5118	661	19	petrin	petrin	PROPN
cblr-5118	661	20	,	,	PUNCT
cblr-5118	661	21	assessing	assess	VERB
cblr-5118	661	22	delaware	delaware	PROPN
cblr-5118	661	23	’s	’s	PART
cblr-5118	661	24	oversight	oversight	NOUN
cblr-5118	661	25	jurisprudence	jurisprudence	NOUN
cblr-5118	661	26	:	:	PUNCT
cblr-5118	661	27	a	a	DET
cblr-5118	661	28	policy	policy	NOUN
cblr-5118	661	29	and	and	CCONJ
cblr-5118	661	30	theory	theory	NOUN
cblr-5118	661	31	perspective	perspective	NOUN
cblr-5118	661	32	,	,	PUNCT
cblr-5118	661	33	5	5	NUM
cblr-5118	661	34	va	va	NOUN
cblr-5118	661	35	.	.	PUNCT
cblr-5118	661	36	l.	l.	PROPN
cblr-5118	661	37	&	&	CCONJ
cblr-5118	661	38	bus	bus	PROPN
cblr-5118	661	39	.	.	PUNCT
cblr-5118	662	1	rev	rev	PROPN
cblr-5118	662	2	.	.	PROPN
cblr-5118	662	3	433	433	NUM
cblr-5118	662	4	(	(	PUNCT
cblr-5118	662	5	2011	2011	NUM
cblr-5118	662	6	)	)	PUNCT
cblr-5118	662	7	(	(	PUNCT
cblr-5118	662	8	discussing	discuss	VERB
cblr-5118	662	9	liability	liability	NOUN
cblr-5118	662	10	standards	standard	NOUN
cblr-5118	662	11	pertaining	pertain	VERB
cblr-5118	662	12	to	to	PART
cblr-5118	662	13	oversight	oversight	VERB
cblr-5118	662	14	liability	liability	NOUN
cblr-5118	662	15	)	)	PUNCT
cblr-5118	662	16	.	.	PUNCT
cblr-5118	663	1	187	187	NUM
cblr-5118	663	2	see	see	VERB
cblr-5118	663	3	,	,	PUNCT
cblr-5118	663	4	e.g.	e.g.	ADV
cblr-5118	663	5	,	,	PUNCT
cblr-5118	663	6	rabkin	rabkin	PROPN
cblr-5118	663	7	v.	v.	PROPN
cblr-5118	663	8	philip	philip	PROPN
cblr-5118	663	9	a.	a.	PROPN
cblr-5118	663	10	hunt	hunt	PROPN
cblr-5118	663	11	chem	chem	NOUN
cblr-5118	663	12	.	.	PUNCT
cblr-5118	664	1	corp	corp	PROPN
cblr-5118	664	2	.	.	PROPN
cblr-5118	664	3	,	,	PUNCT
cblr-5118	664	4	547	547	NUM
cblr-5118	664	5	a.2d	a.2d	SYM
cblr-5118	664	6	963	963	NUM
cblr-5118	664	7	,	,	PUNCT
cblr-5118	664	8	969	969	NUM
cblr-5118	664	9	(	(	PUNCT
cblr-5118	664	10	del	del	PROPN
cblr-5118	664	11	.	.	PROPN
cblr-5118	664	12	ch	ch	PROPN
cblr-5118	664	13	.	.	PROPN
cblr-5118	664	14	1986	1986	NUM
cblr-5118	664	15	)	)	PUNCT
cblr-5118	664	16	(	(	PUNCT
cblr-5118	664	17	applying	apply	VERB
cblr-5118	664	18	principle	principle	NOUN
cblr-5118	664	19	that	that	SCONJ
cblr-5118	664	20	where	where	SCONJ
cblr-5118	664	21	an	an	DET
cblr-5118	664	22	alleged	allege	VERB
cblr-5118	664	23	wrong	wrong	NOUN
cblr-5118	664	24	does	do	AUX
cblr-5118	664	25	not	not	PART
cblr-5118	664	26	injure	injure	VERB
cblr-5118	664	27	either	either	CCONJ
cblr-5118	664	28	the	the	DET
cblr-5118	664	29	corporation	corporation	NOUN
cblr-5118	664	30	or	or	CCONJ
cblr-5118	664	31	its	its	PRON
cblr-5118	664	32	majority	majority	NOUN
cblr-5118	664	33	shareholders	shareholder	NOUN
cblr-5118	664	34	,	,	PUNCT
cblr-5118	664	35	but	but	CCONJ
cblr-5118	664	36	only	only	ADV
cblr-5118	664	37	affects	affect	VERB
cblr-5118	664	38	the	the	DET
cblr-5118	664	39	minority	minority	NOUN
cblr-5118	664	40	shareholders	shareholder	NOUN
cblr-5118	664	41	,	,	PUNCT
cblr-5118	664	42	the	the	DET
cblr-5118	664	43	claim	claim	NOUN
cblr-5118	664	44	is	be	AUX
cblr-5118	664	45	direct	direct	ADJ
cblr-5118	664	46	instead	instead	ADV
cblr-5118	664	47	of	of	ADP
cblr-5118	664	48	derivative	derivative	NOUN
cblr-5118	664	49	)	)	PUNCT
cblr-5118	664	50	.	.	PUNCT
cblr-5118	665	1	additionally	additionally	ADV
cblr-5118	665	2	,	,	PUNCT
cblr-5118	665	3	managers	manager	NOUN
cblr-5118	665	4	can	can	AUX
cblr-5118	665	5	be	be	AUX
cblr-5118	665	6	held	hold	VERB
cblr-5118	665	7	accountable	accountable	ADJ
cblr-5118	665	8	by	by	ADP
cblr-5118	665	9	non	non	ADJ
cblr-5118	665	10	-	-	ADJ
cblr-5118	665	11	shareholder	shareholder	ADJ
cblr-5118	665	12	third	third	ADJ
cblr-5118	665	13	parties	party	NOUN
cblr-5118	665	14	based	base	VERB
cblr-5118	665	15	on	on	ADP
cblr-5118	665	16	tort	tort	NOUN
cblr-5118	665	17	law	law	NOUN
cblr-5118	665	18	principles	principle	NOUN
cblr-5118	665	19	.	.	PUNCT
cblr-5118	666	1	see	see	VERB
cblr-5118	666	2	martin	martin	PROPN
cblr-5118	666	3	petrin	petrin	PROPN
cblr-5118	666	4	,	,	PUNCT
cblr-5118	666	5	the	the	DET
cblr-5118	666	6	curious	curious	ADJ
cblr-5118	666	7	case	case	NOUN
cblr-5118	666	8	of	of	ADP
cblr-5118	666	9	directors	director	NOUN
cblr-5118	666	10	’	'	PUNCT
cblr-5118	666	11	and	and	CCONJ
cblr-5118	666	12	officers	officer	NOUN
cblr-5118	666	13	’	’	PART
cblr-5118	666	14	liability	liability	NOUN
cblr-5118	666	15	for	for	ADP
cblr-5118	666	16	supervision	supervision	NOUN
cblr-5118	666	17	and	and	CCONJ
cblr-5118	666	18	management	management	NOUN
cblr-5118	666	19	:	:	PUNCT
cblr-5118	666	20	exploring	explore	VERB
cblr-5118	666	21	the	the	DET
cblr-5118	666	22	intersection	intersection	NOUN
cblr-5118	666	23	of	of	ADP
cblr-5118	666	24	corporate	corporate	ADJ
cblr-5118	666	25	and	and	CCONJ
cblr-5118	666	26	tort	tort	NOUN
cblr-5118	666	27	law	law	NOUN
cblr-5118	666	28	,	,	PUNCT
cblr-5118	666	29	59	59	NUM
cblr-5118	666	30	am	am	NOUN
cblr-5118	666	31	.	.	PUNCT
cblr-5118	667	1	u.	u.	PROPN
cblr-5118	667	2	l.	l.	PROPN
cblr-5118	667	3	rev	rev	PROPN
cblr-5118	667	4	.	.	PROPN
cblr-5118	667	5	1661	1661	NUM
cblr-5118	667	6	,	,	PUNCT
cblr-5118	667	7	1714	1714	NUM
cblr-5118	667	8	(	(	PUNCT
cblr-5118	667	9	2010	2010	NUM
cblr-5118	667	10	)	)	PUNCT
cblr-5118	667	11	.	.	PUNCT
cblr-5118	668	1	188	188	NUM
cblr-5118	668	2	see	see	NOUN
cblr-5118	668	3	petrin	petrin	NOUN
cblr-5118	668	4	,	,	PUNCT
cblr-5118	668	5	supra	supra	PROPN
cblr-5118	668	6	note	note	PROPN
cblr-5118	668	7	187	187	NUM
cblr-5118	668	8	,	,	PUNCT
cblr-5118	668	9	at	at	ADP
cblr-5118	668	10	1693–94	1693–94	NUM
cblr-5118	668	11	(	(	PUNCT
cblr-5118	668	12	describing	describe	VERB
cblr-5118	668	13	various	various	ADJ
cblr-5118	668	14	protective	protective	ADJ
cblr-5118	668	15	mechanisms	mechanism	NOUN
cblr-5118	668	16	)	)	PUNCT
cblr-5118	668	17	.	.	PUNCT
cblr-5118	669	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	669	2	(	(	PUNCT
cblr-5118	669	3	do	do	AUX
cblr-5118	669	4	not	not	PART
cblr-5118	669	5	delte	delte	VERB
cblr-5118	669	6	)	)	PUNCT
cblr-5118	669	7	1/8/2020	1/8/2020	NUM
cblr-5118	669	8	4:46	4:46	NUM
cblr-5118	669	9	pm	pm	NOUN
cblr-5118	669	10	1012	1012	NUM
cblr-5118	669	11	columbia	columbia	PROPN
cblr-5118	669	12	business	business	NOUN
cblr-5118	669	13	law	law	PROPN
cblr-5118	669	14	review	review	NOUN
cblr-5118	670	1	[	[	X
cblr-5118	670	2	vol	vol	NOUN
cblr-5118	670	3	.	.	NOUN
cblr-5118	670	4	2019	2019	NUM
cblr-5118	670	5	advice	advice	NOUN
cblr-5118	670	6	received	receive	VERB
cblr-5118	670	7	from	from	ADP
cblr-5118	670	8	others	other	NOUN
cblr-5118	670	9	,	,	PUNCT
cblr-5118	670	10	and	and	CCONJ
cblr-5118	670	11	that	that	SCONJ
cblr-5118	670	12	such	such	ADJ
cblr-5118	670	13	reliance	reliance	NOUN
cblr-5118	670	14	is	be	AUX
cblr-5118	670	15	,	,	PUNCT
cblr-5118	670	16	within	within	ADP
cblr-5118	670	17	certain	certain	ADJ
cblr-5118	670	18	limitations	limitation	NOUN
cblr-5118	670	19	,	,	PUNCT
cblr-5118	670	20	permissible	permissible	ADJ
cblr-5118	670	21	and	and	CCONJ
cblr-5118	670	22	will	will	AUX
cblr-5118	670	23	not	not	PART
cblr-5118	670	24	expose	expose	VERB
cblr-5118	670	25	the	the	DET
cblr-5118	670	26	director	director	NOUN
cblr-5118	670	27	to	to	ADP
cblr-5118	670	28	personal	personal	ADJ
cblr-5118	670	29	liability.189	liability.189	PROPN
cblr-5118	670	30	more	more	ADV
cblr-5118	670	31	broadly	broadly	ADV
cblr-5118	670	32	,	,	PUNCT
cblr-5118	670	33	board	board	NOUN
cblr-5118	670	34	decisions	decision	NOUN
cblr-5118	670	35	can	can	AUX
cblr-5118	670	36	be	be	AUX
cblr-5118	670	37	protected	protect	VERB
cblr-5118	670	38	by	by	ADP
cblr-5118	670	39	the	the	DET
cblr-5118	670	40	business	business	NOUN
cblr-5118	670	41	judgment	judgment	NOUN
cblr-5118	670	42	rule	rule	NOUN
cblr-5118	670	43	,	,	PUNCT
cblr-5118	670	44	which	which	PRON
cblr-5118	670	45	provides	provide	VERB
cblr-5118	670	46	that	that	SCONJ
cblr-5118	670	47	courts	court	NOUN
cblr-5118	670	48	will	will	AUX
cblr-5118	670	49	not	not	PART
cblr-5118	670	50	second	second	ADJ
cblr-5118	670	51	-	-	PUNCT
cblr-5118	670	52	guess	guess	NOUN
cblr-5118	670	53	directors	director	NOUN
cblr-5118	670	54	’	’	PART
cblr-5118	670	55	actions	action	NOUN
cblr-5118	670	56	as	as	ADV
cblr-5118	670	57	long	long	ADV
cblr-5118	670	58	as	as	SCONJ
cblr-5118	670	59	their	their	PRON
cblr-5118	670	60	decision	decision	NOUN
cblr-5118	670	61	making	making	NOUN
cblr-5118	670	62	process	process	NOUN
cblr-5118	670	63	meets	meet	VERB
cblr-5118	670	64	certain	certain	ADJ
cblr-5118	670	65	criteria.190	criteria.190	NOUN
cblr-5118	670	66	delaware	delaware	PROPN
cblr-5118	670	67	law	law	NOUN
cblr-5118	670	68	even	even	ADV
cblr-5118	670	69	permits	permit	VERB
cblr-5118	670	70	shareholders	shareholder	NOUN
cblr-5118	670	71	to	to	PART
cblr-5118	670	72	adopt	adopt	VERB
cblr-5118	670	73	exculpatory	exculpatory	ADJ
cblr-5118	670	74	provisions	provision	NOUN
cblr-5118	670	75	in	in	ADP
cblr-5118	670	76	their	their	PRON
cblr-5118	670	77	company	company	NOUN
cblr-5118	670	78	’s	’s	PART
cblr-5118	670	79	certificate	certificate	NOUN
cblr-5118	670	80	of	of	ADP
cblr-5118	670	81	incorporation	incorporation	NOUN
cblr-5118	670	82	to	to	PART
cblr-5118	670	83	limit	limit	VERB
cblr-5118	670	84	or	or	CCONJ
cblr-5118	670	85	eliminate	eliminate	VERB
cblr-5118	670	86	directors	director	NOUN
cblr-5118	670	87	’	'	PUNCT
cblr-5118	670	88	personal	personal	ADJ
cblr-5118	670	89	liability	liability	NOUN
cblr-5118	670	90	for	for	ADP
cblr-5118	670	91	duty	duty	NOUN
cblr-5118	670	92	of	of	ADP
cblr-5118	670	93	care	care	NOUN
cblr-5118	670	94	(	(	PUNCT
cblr-5118	670	95	but	but	CCONJ
cblr-5118	670	96	not	not	PART
cblr-5118	670	97	loyalty	loyalty	NOUN
cblr-5118	670	98	)	)	PUNCT
cblr-5118	670	99	violations.191	violations.191	NOUN
cblr-5118	670	100	these	these	DET
cblr-5118	670	101	limitations	limitation	NOUN
cblr-5118	670	102	,	,	PUNCT
cblr-5118	670	103	coupled	couple	VERB
cblr-5118	670	104	with	with	ADP
cblr-5118	670	105	corporate	corporate	ADJ
cblr-5118	670	106	indemnification	indemnification	NOUN
cblr-5118	670	107	arrangements	arrangement	NOUN
cblr-5118	670	108	and	and	CCONJ
cblr-5118	670	109	d&o	d&o	NOUN
cblr-5118	670	110	liability	liability	NOUN
cblr-5118	670	111	insurance	insurance	NOUN
cblr-5118	670	112	,	,	PUNCT
cblr-5118	670	113	have	have	AUX
cblr-5118	670	114	become	become	VERB
cblr-5118	670	115	so	so	ADV
cblr-5118	670	116	pronounced	pronounce	VERB
cblr-5118	670	117	that	that	SCONJ
cblr-5118	670	118	the	the	DET
cblr-5118	670	119	prospect	prospect	NOUN
cblr-5118	670	120	of	of	ADP
cblr-5118	670	121	liability	liability	NOUN
cblr-5118	670	122	,	,	PUNCT
cblr-5118	670	123	especially	especially	ADV
cblr-5118	670	124	that	that	PRON
cblr-5118	670	125	involving	involve	VERB
cblr-5118	670	126	out	out	ADV
cblr-5118	670	127	-	-	PUNCT
cblr-5118	670	128	of	of	ADP
cblr-5118	670	129	-	-	PUNCT
cblr-5118	670	130	pocket	pocket	NOUN
cblr-5118	670	131	payments	payment	NOUN
cblr-5118	670	132	by	by	ADP
cblr-5118	670	133	directors	director	NOUN
cblr-5118	670	134	,	,	PUNCT
cblr-5118	670	135	has	have	AUX
cblr-5118	670	136	become	become	VERB
cblr-5118	670	137	unlikely.192	unlikely.192	PRON
cblr-5118	670	138	officers	officer	NOUN
cblr-5118	670	139	are	be	AUX
cblr-5118	670	140	exposed	expose	VERB
cblr-5118	670	141	to	to	ADP
cblr-5118	670	142	higher	high	ADJ
cblr-5118	670	143	potential	potential	ADJ
cblr-5118	670	144	liability	liability	NOUN
cblr-5118	670	145	than	than	ADP
cblr-5118	670	146	directors	director	NOUN
cblr-5118	670	147	,	,	PUNCT
cblr-5118	670	148	given	give	VERB
cblr-5118	670	149	that	that	SCONJ
cblr-5118	670	150	they	they	PRON
cblr-5118	670	151	are	be	AUX
cblr-5118	670	152	more	more	ADV
cblr-5118	670	153	deeply	deeply	ADV
cblr-5118	670	154	involved	involve	VERB
cblr-5118	670	155	in	in	ADP
cblr-5118	670	156	daily	daily	ADJ
cblr-5118	670	157	management.193	management.193	NOUN
cblr-5118	670	158	nevertheless	nevertheless	ADV
cblr-5118	670	159	,	,	PUNCT
cblr-5118	670	160	fiduciary	fiduciary	ADJ
cblr-5118	670	161	duty	duty	NOUN
cblr-5118	670	162	lawsuits	lawsuit	NOUN
cblr-5118	670	163	against	against	ADP
cblr-5118	670	164	officers	officer	NOUN
cblr-5118	670	165	have	have	AUX
cblr-5118	670	166	been	be	AUX
cblr-5118	670	167	rare	rare	ADJ
cblr-5118	670	168	and	and	CCONJ
cblr-5118	670	169	the	the	DET
cblr-5118	670	170	189	189	NUM
cblr-5118	670	171	under	under	ADP
cblr-5118	670	172	the	the	DET
cblr-5118	670	173	dgcl	dgcl	NOUN
cblr-5118	670	174	,	,	PUNCT
cblr-5118	670	175	directors	director	NOUN
cblr-5118	670	176	may	may	AUX
cblr-5118	670	177	under	under	ADP
cblr-5118	670	178	specified	specified	ADJ
cblr-5118	670	179	conditions	condition	NOUN
cblr-5118	670	180	rely	rely	VERB
cblr-5118	670	181	upon	upon	SCONJ
cblr-5118	670	182	corporate	corporate	ADJ
cblr-5118	670	183	records	record	NOUN
cblr-5118	670	184	and	and	CCONJ
cblr-5118	670	185	information	information	NOUN
cblr-5118	670	186	,	,	PUNCT
cblr-5118	670	187	opinions	opinion	NOUN
cblr-5118	670	188	,	,	PUNCT
cblr-5118	670	189	reports	report	NOUN
cblr-5118	670	190	,	,	PUNCT
cblr-5118	670	191	or	or	CCONJ
cblr-5118	670	192	statements	statement	NOUN
cblr-5118	670	193	presented	present	VERB
cblr-5118	670	194	to	to	ADP
cblr-5118	670	195	the	the	DET
cblr-5118	670	196	corporation	corporation	NOUN
cblr-5118	670	197	by	by	ADP
cblr-5118	670	198	officers	officer	NOUN
cblr-5118	670	199	,	,	PUNCT
cblr-5118	670	200	employees	employee	NOUN
cblr-5118	670	201	,	,	PUNCT
cblr-5118	670	202	board	board	NOUN
cblr-5118	670	203	committees	committee	NOUN
cblr-5118	670	204	,	,	PUNCT
cblr-5118	670	205	or	or	CCONJ
cblr-5118	670	206	other	other	ADJ
cblr-5118	670	207	persons	person	NOUN
cblr-5118	670	208	.	.	PUNCT
cblr-5118	671	1	del	del	PROPN
cblr-5118	671	2	.	.	PROPN
cblr-5118	671	3	code	code	PROPN
cblr-5118	671	4	ann	ann	PROPN
cblr-5118	671	5	.	.	PUNCT
cblr-5118	672	1	tit	tit	PROPN
cblr-5118	672	2	.	.	PROPN
cblr-5118	673	1	8	8	NUM
cblr-5118	673	2	,	,	PUNCT
cblr-5118	673	3	§	§	PROPN
cblr-5118	673	4	141(e	141(e	NUM
cblr-5118	673	5	)	)	PUNCT
cblr-5118	673	6	(	(	PUNCT
cblr-5118	673	7	2019	2019	NUM
cblr-5118	673	8	)	)	PUNCT
cblr-5118	673	9	.	.	PUNCT
cblr-5118	674	1	see	see	AUX
cblr-5118	674	2	also	also	ADV
cblr-5118	674	3	model	model	VERB
cblr-5118	674	4	bus	bus	PROPN
cblr-5118	674	5	.	.	PUNCT
cblr-5118	675	1	corp	corp	PROPN
cblr-5118	675	2	.	.	PROPN
cblr-5118	675	3	act	act	PROPN
cblr-5118	675	4	§	§	PROPN
cblr-5118	675	5	§	§	PROPN
cblr-5118	675	6	8.30(e)–(f	8.30(e)–(f	NUM
cblr-5118	675	7	)	)	PUNCT
cblr-5118	675	8	(	(	PUNCT
cblr-5118	675	9	am	be	AUX
cblr-5118	675	10	.	.	PUNCT
cblr-5118	676	1	bar	bar	NOUN
cblr-5118	676	2	ass’n	ass’n	NUM
cblr-5118	676	3	2016	2016	NUM
cblr-5118	676	4	)	)	PUNCT
cblr-5118	676	5	.	.	PUNCT
cblr-5118	677	1	190	190	NUM
cblr-5118	677	2	see	see	VERB
cblr-5118	677	3	,	,	PUNCT
cblr-5118	677	4	e.g.	e.g.	ADV
cblr-5118	677	5	,	,	PUNCT
cblr-5118	677	6	brehm	brehm	PROPN
cblr-5118	677	7	v.	v.	PROPN
cblr-5118	677	8	eisner	eisner	PROPN
cblr-5118	677	9	,	,	PUNCT
cblr-5118	677	10	746	746	NUM
cblr-5118	677	11	a.2d	a.2d	SYM
cblr-5118	677	12	244	244	NUM
cblr-5118	677	13	,	,	PUNCT
cblr-5118	677	14	264	264	NUM
cblr-5118	677	15	n.66	n.66	NOUN
cblr-5118	677	16	(	(	PUNCT
cblr-5118	677	17	del	del	PROPN
cblr-5118	677	18	.	.	PROPN
cblr-5118	677	19	2000	2000	NUM
cblr-5118	677	20	)	)	PUNCT
cblr-5118	677	21	.	.	PUNCT
cblr-5118	678	1	191	191	NUM
cblr-5118	678	2	del	del	PROPN
cblr-5118	678	3	.	.	PROPN
cblr-5118	678	4	code	code	PROPN
cblr-5118	678	5	ann	ann	PROPN
cblr-5118	678	6	.	.	PUNCT
cblr-5118	678	7	tit	tit	PROPN
cblr-5118	678	8	.	.	PROPN
cblr-5118	678	9	8	8	NUM
cblr-5118	678	10	,	,	PUNCT
cblr-5118	678	11	§	§	PROPN
cblr-5118	678	12	102(b)(7	102(b)(7	NUM
cblr-5118	678	13	)	)	PUNCT
cblr-5118	678	14	(	(	PUNCT
cblr-5118	678	15	2019	2019	NUM
cblr-5118	678	16	)	)	PUNCT
cblr-5118	678	17	.	.	PUNCT
cblr-5118	679	1	note	note	VERB
cblr-5118	679	2	that	that	SCONJ
cblr-5118	679	3	§	§	PROPN
cblr-5118	679	4	102(b)(7	102(b)(7	NUM
cblr-5118	679	5	)	)	PUNCT
cblr-5118	679	6	does	do	AUX
cblr-5118	679	7	not	not	PART
cblr-5118	679	8	permit	permit	VERB
cblr-5118	679	9	eliminating	eliminate	VERB
cblr-5118	679	10	personal	personal	ADJ
cblr-5118	679	11	liability	liability	NOUN
cblr-5118	679	12	for	for	ADP
cblr-5118	679	13	breaches	breach	NOUN
cblr-5118	679	14	of	of	ADP
cblr-5118	679	15	the	the	DET
cblr-5118	679	16	duty	duty	NOUN
cblr-5118	679	17	of	of	ADP
cblr-5118	679	18	care	care	NOUN
cblr-5118	679	19	if	if	SCONJ
cblr-5118	679	20	the	the	DET
cblr-5118	679	21	underlying	underlie	VERB
cblr-5118	679	22	acts	act	NOUN
cblr-5118	679	23	or	or	CCONJ
cblr-5118	679	24	omissions	omission	NOUN
cblr-5118	679	25	were	be	AUX
cblr-5118	679	26	not	not	PART
cblr-5118	679	27	in	in	ADP
cblr-5118	679	28	good	good	ADJ
cblr-5118	679	29	faith	faith	NOUN
cblr-5118	679	30	.	.	PUNCT
cblr-5118	680	1	i	i	PRON
cblr-5118	680	2	d.	d.	PROPN
cblr-5118	680	3	at	at	ADP
cblr-5118	680	4	§	§	PROPN
cblr-5118	680	5	102(b)(7)(ii	102(b)(7)(ii	NUM
cblr-5118	680	6	)	)	PUNCT
cblr-5118	680	7	.	.	PUNCT
cblr-5118	681	1	192	192	NUM
cblr-5118	681	2	see	see	VERB
cblr-5118	681	3	,	,	PUNCT
cblr-5118	681	4	e.g.	e.g.	ADV
cblr-5118	681	5	,	,	PUNCT
cblr-5118	681	6	lisa	lisa	PROPN
cblr-5118	681	7	l.	l.	PROPN
cblr-5118	681	8	casey	casey	PROPN
cblr-5118	681	9	,	,	PUNCT
cblr-5118	681	10	twenty	twenty	NUM
cblr-5118	681	11	-	-	PUNCT
cblr-5118	681	12	eight	eight	NUM
cblr-5118	681	13	words	word	NOUN
cblr-5118	681	14	:	:	PUNCT
cblr-5118	681	15	enforcing	enforce	VERB
cblr-5118	681	16	corporate	corporate	ADJ
cblr-5118	681	17	fiduciary	fiduciary	ADJ
cblr-5118	681	18	duties	duty	NOUN
cblr-5118	681	19	through	through	ADP
cblr-5118	681	20	criminal	criminal	ADJ
cblr-5118	681	21	prosecution	prosecution	NOUN
cblr-5118	681	22	of	of	ADP
cblr-5118	681	23	honest	honest	ADJ
cblr-5118	681	24	services	service	NOUN
cblr-5118	681	25	fraud	fraud	NOUN
cblr-5118	681	26	,	,	PUNCT
cblr-5118	681	27	35	35	NUM
cblr-5118	681	28	del	del	PROPN
cblr-5118	681	29	.	.	PROPN
cblr-5118	681	30	j.	j.	PROPN
cblr-5118	681	31	corp	corp	PROPN
cblr-5118	681	32	.	.	PROPN
cblr-5118	681	33	l.	l.	PROPN
cblr-5118	681	34	1	1	NUM
cblr-5118	681	35	,	,	PUNCT
cblr-5118	681	36	17	17	NUM
cblr-5118	681	37	(	(	PUNCT
cblr-5118	681	38	2010	2010	NUM
cblr-5118	681	39	)	)	PUNCT
cblr-5118	681	40	(	(	PUNCT
cblr-5118	681	41	“	"	PUNCT
cblr-5118	681	42	[	[	X
cblr-5118	681	43	d]irectors	d]irector	NOUN
cblr-5118	681	44	and	and	CCONJ
cblr-5118	681	45	officers	officer	NOUN
cblr-5118	681	46	seldom	seldom	ADV
cblr-5118	681	47	face	face	VERB
cblr-5118	681	48	civil	civil	ADJ
cblr-5118	681	49	liability	liability	NOUN
cblr-5118	681	50	for	for	ADP
cblr-5118	681	51	breaching	breach	VERB
cblr-5118	681	52	their	their	PRON
cblr-5118	681	53	fiduciary	fiduciary	ADJ
cblr-5118	681	54	duties	duty	NOUN
cblr-5118	681	55	,	,	PUNCT
cblr-5118	681	56	regardless	regardless	ADV
cblr-5118	681	57	of	of	ADP
cblr-5118	681	58	the	the	DET
cblr-5118	681	59	forum	forum	NOUN
cblr-5118	681	60	in	in	ADP
cblr-5118	681	61	which	which	PRON
cblr-5118	681	62	shareholders	shareholder	NOUN
cblr-5118	681	63	bring	bring	VERB
cblr-5118	681	64	suit	suit	NOUN
cblr-5118	681	65	and	and	CCONJ
cblr-5118	681	66	despite	despite	SCONJ
cblr-5118	681	67	corporate	corporate	ADJ
cblr-5118	681	68	law	law	NOUN
cblr-5118	681	69	rhetoric	rhetoric	NOUN
cblr-5118	681	70	emphasizing	emphasize	VERB
cblr-5118	681	71	the	the	DET
cblr-5118	681	72	importance	importance	NOUN
cblr-5118	681	73	of	of	ADP
cblr-5118	681	74	executives	executive	NOUN
cblr-5118	681	75	’	’	PART
cblr-5118	681	76	fiduciary	fiduciary	ADJ
cblr-5118	681	77	responsibilities	responsibility	NOUN
cblr-5118	681	78	.	.	PUNCT
cblr-5118	681	79	”	"	PUNCT
cblr-5118	681	80	)	)	PUNCT
cblr-5118	681	81	;	;	PUNCT
cblr-5118	681	82	bernard	bernard	PROPN
cblr-5118	681	83	black	black	PROPN
cblr-5118	681	84	et	et	PROPN
cblr-5118	681	85	al	al	PROPN
cblr-5118	681	86	.	.	PROPN
cblr-5118	681	87	,	,	PUNCT
cblr-5118	681	88	outside	outside	ADP
cblr-5118	681	89	director	director	NOUN
cblr-5118	681	90	liability	liability	NOUN
cblr-5118	681	91	,	,	PUNCT
cblr-5118	681	92	58	58	NUM
cblr-5118	681	93	stan	stan	NOUN
cblr-5118	681	94	.	.	PUNCT
cblr-5118	682	1	l.	l.	PROPN
cblr-5118	682	2	rev	rev	PROPN
cblr-5118	682	3	.	.	PROPN
cblr-5118	682	4	1055	1055	NUM
cblr-5118	682	5	,	,	PUNCT
cblr-5118	682	6	1140	1140	NUM
cblr-5118	682	7	(	(	PUNCT
cblr-5118	682	8	2006	2006	NUM
cblr-5118	682	9	)	)	PUNCT
cblr-5118	682	10	(	(	PUNCT
cblr-5118	682	11	suggesting	suggest	VERB
cblr-5118	682	12	that	that	SCONJ
cblr-5118	682	13	out	out	ADP
cblr-5118	682	14	of	of	ADP
cblr-5118	682	15	pocket	pocket	NOUN
cblr-5118	682	16	payments	payment	NOUN
cblr-5118	682	17	by	by	ADP
cblr-5118	682	18	directors	director	NOUN
cblr-5118	682	19	are	be	AUX
cblr-5118	682	20	as	as	ADV
cblr-5118	682	21	infrequent	infrequent	ADJ
cblr-5118	682	22	as	as	ADP
cblr-5118	682	23	an	an	DET
cblr-5118	682	24	“	"	PUNCT
cblr-5118	682	25	occasional	occasional	ADJ
cblr-5118	682	26	lightning	lightning	NOUN
cblr-5118	682	27	strike	strike	NOUN
cblr-5118	682	28	”	"	PUNCT
cblr-5118	682	29	)	)	PUNCT
cblr-5118	682	30	.	.	PUNCT
cblr-5118	683	1	193	193	NUM
cblr-5118	683	2	exculpatory	exculpatory	ADJ
cblr-5118	683	3	charter	charter	NOUN
cblr-5118	683	4	provisions	provision	NOUN
cblr-5118	683	5	,	,	PUNCT
cblr-5118	683	6	at	at	ADP
cblr-5118	683	7	least	least	ADJ
cblr-5118	683	8	under	under	ADP
cblr-5118	683	9	delaware	delaware	PROPN
cblr-5118	683	10	law	law	NOUN
cblr-5118	683	11	,	,	PUNCT
cblr-5118	683	12	do	do	AUX
cblr-5118	683	13	not	not	PART
cblr-5118	683	14	apply	apply	VERB
cblr-5118	683	15	to	to	ADP
cblr-5118	683	16	officers	officer	NOUN
cblr-5118	683	17	and	and	CCONJ
cblr-5118	683	18	the	the	DET
cblr-5118	683	19	question	question	NOUN
cblr-5118	683	20	whether	whether	SCONJ
cblr-5118	683	21	officers	officer	NOUN
cblr-5118	683	22	are	be	AUX
cblr-5118	683	23	protected	protect	VERB
cblr-5118	683	24	by	by	ADP
cblr-5118	683	25	the	the	DET
cblr-5118	683	26	business	business	NOUN
cblr-5118	683	27	judgment	judgment	NOUN
cblr-5118	683	28	rule	rule	NOUN
cblr-5118	683	29	remains	remain	VERB
cblr-5118	683	30	unsettled	unsettled	ADJ
cblr-5118	683	31	.	.	PUNCT
cblr-5118	684	1	see	see	VERB
cblr-5118	684	2	johnson	johnson	PROPN
cblr-5118	684	3	,	,	PUNCT
cblr-5118	684	4	supra	supra	PROPN
cblr-5118	684	5	note	note	PROPN
cblr-5118	684	6	36	36	NUM
cblr-5118	684	7	,	,	PUNCT
cblr-5118	684	8	at	at	ADP
cblr-5118	684	9	182–84	182–84	NOUN
cblr-5118	684	10	;	;	PUNCT
cblr-5118	684	11	demott	demott	PROPN
cblr-5118	684	12	,	,	PUNCT
cblr-5118	684	13	supra	supra	PROPN
cblr-5118	684	14	note	note	PROPN
cblr-5118	684	15	174	174	NUM
cblr-5118	684	16	,	,	PUNCT
cblr-5118	684	17	at	at	ADP
cblr-5118	684	18	863	863	NUM
cblr-5118	684	19	n.86	n.86	NOUN
cblr-5118	684	20	;	;	PUNCT
cblr-5118	684	21	follett	follett	PROPN
cblr-5118	684	22	,	,	PUNCT
cblr-5118	684	23	supra	supra	PROPN
cblr-5118	684	24	note	note	PROPN
cblr-5118	684	25	173	173	NUM
cblr-5118	684	26	,	,	PUNCT
cblr-5118	684	27	at	at	ADP
cblr-5118	684	28	565–66	565–66	NUM
cblr-5118	684	29	.	.	PUNCT
cblr-5118	685	1	officers	officer	NOUN
cblr-5118	685	2	may	may	AUX
cblr-5118	685	3	however	however	ADV
cblr-5118	685	4	be	be	AUX
cblr-5118	685	5	statutorily	statutorily	ADV
cblr-5118	685	6	entitled	entitle	VERB
cblr-5118	685	7	to	to	PART
cblr-5118	685	8	indemnification	indemnification	NOUN
cblr-5118	685	9	and	and	CCONJ
cblr-5118	685	10	their	their	PRON
cblr-5118	685	11	corporation	corporation	NOUN
cblr-5118	685	12	may	may	AUX
cblr-5118	685	13	have	have	VERB
cblr-5118	685	14	insurance	insurance	NOUN
cblr-5118	685	15	in	in	ADP
cblr-5118	685	16	place	place	NOUN
cblr-5118	685	17	to	to	PART
cblr-5118	685	18	protect	protect	VERB
cblr-5118	685	19	them	they	PRON
cblr-5118	685	20	from	from	ADP
cblr-5118	685	21	out	out	ADP
cblr-5118	685	22	of	of	ADP
cblr-5118	685	23	pocket	pocket	NOUN
cblr-5118	685	24	payments	payment	NOUN
cblr-5118	685	25	.	.	PUNCT
cblr-5118	686	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	686	2	(	(	PUNCT
cblr-5118	686	3	do	do	AUX
cblr-5118	686	4	not	not	PART
cblr-5118	686	5	delete	delete	VERB
cblr-5118	686	6	)	)	PUNCT
cblr-5118	686	7	1/8/2020	1/8/2020	NUM
cblr-5118	686	8	4:46	4:46	NUM
cblr-5118	686	9	pm	pm	NOUN
cblr-5118	686	10	no	no	INTJ
cblr-5118	686	11	.	.	PUNCT
cblr-5118	687	1	3:965	3:965	NUM
cblr-5118	687	2	]	]	X
cblr-5118	687	3	corporate	corporate	ADJ
cblr-5118	687	4	management	management	NOUN
cblr-5118	687	5	in	in	ADP
cblr-5118	687	6	the	the	DET
cblr-5118	687	7	age	age	NOUN
cblr-5118	687	8	of	of	ADP
cblr-5118	687	9	ai	ai	PROPN
cblr-5118	687	10	1013	1013	NUM
cblr-5118	687	11	chances	chance	NOUN
cblr-5118	687	12	of	of	ADP
cblr-5118	687	13	being	be	AUX
cblr-5118	687	14	held	hold	VERB
cblr-5118	687	15	personally	personally	ADV
cblr-5118	687	16	liable	liable	ADJ
cblr-5118	687	17	are	be	AUX
cblr-5118	687	18	low	low	ADJ
cblr-5118	687	19	for	for	ADP
cblr-5118	687	20	them	they	PRON
cblr-5118	687	21	as	as	ADP
cblr-5118	687	22	well.194	well.194	PROPN
cblr-5118	687	23	2	2	NUM
cblr-5118	687	24	.	.	PUNCT
cblr-5118	687	25	liability	liability	NOUN
cblr-5118	687	26	tomorrow	tomorrow	NOUN
cblr-5118	687	27	as	as	ADP
cblr-5118	687	28	the	the	DET
cblr-5118	687	29	overview	overview	NOUN
cblr-5118	687	30	above	above	ADP
cblr-5118	687	31	shows	show	NOUN
cblr-5118	687	32	,	,	PUNCT
cblr-5118	687	33	the	the	DET
cblr-5118	687	34	current	current	ADJ
cblr-5118	687	35	system	system	NOUN
cblr-5118	687	36	of	of	ADP
cblr-5118	687	37	managerial	managerial	ADJ
cblr-5118	687	38	liability	liability	NOUN
cblr-5118	687	39	is	be	AUX
cblr-5118	687	40	first	first	ADJ
cblr-5118	687	41	and	and	CCONJ
cblr-5118	687	42	foremost	foremost	ADV
cblr-5118	687	43	geared	gear	VERB
cblr-5118	687	44	towards	towards	ADP
cblr-5118	687	45	limiting	limit	VERB
cblr-5118	687	46	personal	personal	ADJ
cblr-5118	687	47	transgressions	transgression	NOUN
cblr-5118	687	48	—	—	PUNCT
cblr-5118	687	49	that	that	PRON
cblr-5118	687	50	is	is	ADV
cblr-5118	687	51	,	,	PUNCT
cblr-5118	687	52	misconduct	misconduct	NOUN
cblr-5118	687	53	by	by	ADP
cblr-5118	687	54	individuals	individual	NOUN
cblr-5118	687	55	that	that	PRON
cblr-5118	687	56	is	be	AUX
cblr-5118	687	57	careless	careless	ADJ
cblr-5118	687	58	or	or	CCONJ
cblr-5118	687	59	otherwise	otherwise	ADV
cblr-5118	687	60	acts	act	VERB
cblr-5118	687	61	against	against	ADP
cblr-5118	687	62	the	the	DET
cblr-5118	687	63	corporation	corporation	NOUN
cblr-5118	687	64	’s	’s	PART
cblr-5118	687	65	and	and	CCONJ
cblr-5118	687	66	shareholders	shareholder	NOUN
cblr-5118	687	67	’	'	PUNCT
cblr-5118	687	68	interests	interest	NOUN
cblr-5118	687	69	for	for	ADP
cblr-5118	687	70	selfish	selfish	ADJ
cblr-5118	687	71	reasons	reason	NOUN
cblr-5118	687	72	.	.	PUNCT
cblr-5118	688	1	as	as	ADP
cblr-5118	688	2	a	a	DET
cblr-5118	688	3	counterweight	counterweight	NOUN
cblr-5118	688	4	to	to	ADP
cblr-5118	688	5	managerial	managerial	ADJ
cblr-5118	688	6	power	power	NOUN
cblr-5118	688	7	,	,	PUNCT
cblr-5118	688	8	shareholder	shareholder	NOUN
cblr-5118	688	9	fiduciary	fiduciary	ADJ
cblr-5118	688	10	duty	duty	NOUN
cblr-5118	688	11	litigation	litigation	NOUN
cblr-5118	688	12	is	be	AUX
cblr-5118	688	13	meant	mean	VERB
cblr-5118	688	14	to	to	PART
cblr-5118	688	15	serve	serve	VERB
cblr-5118	688	16	the	the	DET
cblr-5118	688	17	goals	goal	NOUN
cblr-5118	688	18	of	of	ADP
cblr-5118	688	19	ex	ex	ADJ
cblr-5118	688	20	ante	ante	NOUN
cblr-5118	688	21	deterrence	deterrence	NOUN
cblr-5118	688	22	and	and	CCONJ
cblr-5118	688	23	,	,	PUNCT
cblr-5118	688	24	to	to	ADP
cblr-5118	688	25	a	a	DET
cblr-5118	688	26	lesser	less	ADJ
cblr-5118	688	27	degree	degree	NOUN
cblr-5118	688	28	,	,	PUNCT
cblr-5118	688	29	ex	ex	X
cblr-5118	688	30	post	post	NOUN
cblr-5118	688	31	compensation.195	compensation.195	PROPN
cblr-5118	688	32	thus	thus	ADV
cblr-5118	688	33	,	,	PUNCT
cblr-5118	688	34	from	from	ADP
cblr-5118	688	35	a	a	DET
cblr-5118	688	36	corporate	corporate	ADJ
cblr-5118	688	37	governance	governance	NOUN
cblr-5118	688	38	perspective	perspective	NOUN
cblr-5118	688	39	,	,	PUNCT
cblr-5118	688	40	derivative	derivative	ADJ
cblr-5118	688	41	actions	action	NOUN
cblr-5118	688	42	can	can	AUX
cblr-5118	688	43	be	be	AUX
cblr-5118	688	44	described	describe	VERB
cblr-5118	688	45	as	as	ADP
cblr-5118	688	46	the	the	DET
cblr-5118	688	47	counterweight	counterweight	NOUN
cblr-5118	688	48	to	to	ADP
cblr-5118	688	49	managerial	managerial	ADJ
cblr-5118	688	50	power	power	NOUN
cblr-5118	688	51	and	and	CCONJ
cblr-5118	688	52	a	a	DET
cblr-5118	688	53	mitigation	mitigation	NOUN
cblr-5118	688	54	device	device	NOUN
cblr-5118	688	55	against	against	ADP
cblr-5118	688	56	agency	agency	NOUN
cblr-5118	688	57	costs.196	costs.196	ADV
cblr-5118	688	58	the	the	DET
cblr-5118	688	59	current	current	ADJ
cblr-5118	688	60	system	system	NOUN
cblr-5118	688	61	’s	’s	PART
cblr-5118	688	62	characteristics	characteristic	NOUN
cblr-5118	688	63	raise	raise	VERB
cblr-5118	688	64	questions	question	NOUN
cblr-5118	688	65	about	about	ADP
cblr-5118	688	66	its	its	PRON
cblr-5118	688	67	suitability	suitability	NOUN
cblr-5118	688	68	for	for	ADP
cblr-5118	688	69	a	a	DET
cblr-5118	688	70	future	future	ADJ
cblr-5118	688	71	shift	shift	NOUN
cblr-5118	688	72	from	from	ADP
cblr-5118	688	73	human	human	PROPN
cblr-5118	688	74	to	to	PART
cblr-5118	688	75	ai	ai	VERB
cblr-5118	688	76	corporate	corporate	ADJ
cblr-5118	688	77	management	management	NOUN
cblr-5118	688	78	.	.	PUNCT
cblr-5118	689	1	today	today	NOUN
cblr-5118	689	2	’s	’s	PART
cblr-5118	689	3	framework	framework	NOUN
cblr-5118	689	4	is	be	AUX
cblr-5118	689	5	fundamentally	fundamentally	ADV
cblr-5118	689	6	based	base	VERB
cblr-5118	689	7	on	on	ADP
cblr-5118	689	8	the	the	DET
cblr-5118	689	9	notion	notion	NOUN
cblr-5118	689	10	of	of	ADP
cblr-5118	689	11	personal	personal	ADJ
cblr-5118	689	12	accountability	accountability	NOUN
cblr-5118	689	13	in	in	ADP
cblr-5118	689	14	holding	hold	VERB
cblr-5118	689	15	corporate	corporate	ADJ
cblr-5118	689	16	leaders	leader	NOUN
cblr-5118	689	17	that	that	PRON
cblr-5118	689	18	breach	breach	VERB
cblr-5118	689	19	their	their	PRON
cblr-5118	689	20	fiduciary	fiduciary	ADJ
cblr-5118	689	21	duties	duty	NOUN
cblr-5118	689	22	individually	individually	ADV
cblr-5118	689	23	liable	liable	ADJ
cblr-5118	689	24	.	.	PUNCT
cblr-5118	690	1	naturally	naturally	ADV
cblr-5118	690	2	,	,	PUNCT
cblr-5118	690	3	in	in	ADP
cblr-5118	690	4	the	the	DET
cblr-5118	690	5	absence	absence	NOUN
cblr-5118	690	6	of	of	ADP
cblr-5118	690	7	human	human	ADJ
cblr-5118	690	8	managers	manager	NOUN
cblr-5118	690	9	,	,	PUNCT
cblr-5118	690	10	this	this	DET
cblr-5118	690	11	type	type	NOUN
cblr-5118	690	12	of	of	ADP
cblr-5118	690	13	personal	personal	ADJ
cblr-5118	690	14	liability	liability	NOUN
cblr-5118	690	15	is	be	AUX
cblr-5118	690	16	bound	bind	VERB
cblr-5118	690	17	to	to	PART
cblr-5118	690	18	disappear	disappear	VERB
cblr-5118	690	19	.	.	PUNCT
cblr-5118	691	1	in	in	ADP
cblr-5118	691	2	the	the	DET
cblr-5118	691	3	early	early	ADJ
cblr-5118	691	4	stages	stage	NOUN
cblr-5118	691	5	of	of	ADP
cblr-5118	691	6	the	the	DET
cblr-5118	691	7	gradual	gradual	ADJ
cblr-5118	691	8	pathway	pathway	NOUN
cblr-5118	691	9	towards	towards	ADP
cblr-5118	691	10	ai	ai	VERB
cblr-5118	691	11	dominated	dominate	VERB
cblr-5118	691	12	management	management	NOUN
cblr-5118	691	13	we	we	PRON
cblr-5118	691	14	should	should	AUX
cblr-5118	691	15	expect	expect	VERB
cblr-5118	691	16	ai	ai	VERB
cblr-5118	691	17	to	to	PART
cblr-5118	691	18	only	only	ADV
cblr-5118	691	19	take	take	VERB
cblr-5118	691	20	on	on	ADP
cblr-5118	691	21	certain	certain	ADJ
cblr-5118	691	22	roles	role	NOUN
cblr-5118	691	23	—	—	PUNCT
cblr-5118	691	24	acting	act	VERB
cblr-5118	691	25	mostly	mostly	ADV
cblr-5118	691	26	as	as	ADP
cblr-5118	691	27	a	a	DET
cblr-5118	691	28	supportive	supportive	ADJ
cblr-5118	691	29	mechanism	mechanism	NOUN
cblr-5118	691	30	for	for	ADP
cblr-5118	691	31	human	human	ADJ
cblr-5118	691	32	directors	director	NOUN
cblr-5118	691	33	—	—	PUNCT
cblr-5118	691	34	which	which	PRON
cblr-5118	691	35	may	may	AUX
cblr-5118	691	36	itself	itself	PRON
cblr-5118	691	37	lead	lead	VERB
cblr-5118	691	38	to	to	ADP
cblr-5118	691	39	a	a	DET
cblr-5118	691	40	reduction	reduction	NOUN
cblr-5118	691	41	in	in	ADP
cblr-5118	691	42	the	the	DET
cblr-5118	691	43	number	number	NOUN
cblr-5118	691	44	of	of	ADP
cblr-5118	691	45	human	human	ADJ
cblr-5118	691	46	managers	manager	NOUN
cblr-5118	691	47	.	.	PUNCT
cblr-5118	692	1	as	as	ADP
cblr-5118	692	2	a	a	DET
cblr-5118	692	3	consequence	consequence	NOUN
cblr-5118	692	4	,	,	PUNCT
cblr-5118	692	5	during	during	ADP
cblr-5118	692	6	this	this	DET
cblr-5118	692	7	early	early	ADJ
cblr-5118	692	8	phase	phase	NOUN
cblr-5118	692	9	,	,	PUNCT
cblr-5118	692	10	personal	personal	ADJ
cblr-5118	692	11	liability	liability	NOUN
cblr-5118	692	12	lawsuits	lawsuit	NOUN
cblr-5118	692	13	would	would	AUX
cblr-5118	692	14	be	be	AUX
cblr-5118	692	15	increasingly	increasingly	ADV
cblr-5118	692	16	194	194	NUM
cblr-5118	693	1	see	see	NOUN
cblr-5118	693	2	lyman	lyman	PROPN
cblr-5118	693	3	p.q	p.q	PROPN
cblr-5118	693	4	.	.	PROPN
cblr-5118	693	5	johnson	johnson	PROPN
cblr-5118	693	6	&	&	CCONJ
cblr-5118	693	7	david	david	PROPN
cblr-5118	693	8	millon	millon	PROPN
cblr-5118	693	9	,	,	PUNCT
cblr-5118	693	10	recalling	recall	VERB
cblr-5118	693	11	why	why	SCONJ
cblr-5118	693	12	corporate	corporate	ADJ
cblr-5118	693	13	officers	officer	NOUN
cblr-5118	693	14	are	be	AUX
cblr-5118	693	15	fiduciaries	fiduciary	NOUN
cblr-5118	693	16	,	,	PUNCT
cblr-5118	693	17	46	46	NUM
cblr-5118	693	18	wm	wm	PROPN
cblr-5118	693	19	.	.	PROPN
cblr-5118	693	20	&	&	CCONJ
cblr-5118	693	21	mary	mary	PROPN
cblr-5118	693	22	l.	l.	PROPN
cblr-5118	693	23	rev	rev	PROPN
cblr-5118	693	24	.	.	PROPN
cblr-5118	693	25	1597	1597	NUM
cblr-5118	693	26	,	,	PUNCT
cblr-5118	693	27	1609	1609	NUM
cblr-5118	693	28	(	(	PUNCT
cblr-5118	693	29	2004	2004	NUM
cblr-5118	693	30	)	)	PUNCT
cblr-5118	693	31	;	;	PUNCT
cblr-5118	693	32	see	see	VERB
cblr-5118	693	33	also	also	ADV
cblr-5118	693	34	shaner	shaner	NOUN
cblr-5118	694	1	,	,	PUNCT
cblr-5118	694	2	supra	supra	PROPN
cblr-5118	694	3	note	note	PROPN
cblr-5118	694	4	45	45	NUM
cblr-5118	694	5	,	,	PUNCT
cblr-5118	694	6	at	at	ADP
cblr-5118	694	7	367	367	NUM
cblr-5118	694	8	(	(	PUNCT
cblr-5118	694	9	confirming	confirm	VERB
cblr-5118	694	10	empirically	empirically	ADV
cblr-5118	694	11	the	the	DET
cblr-5118	694	12	low	low	ADJ
cblr-5118	694	13	number	number	NOUN
cblr-5118	694	14	of	of	ADP
cblr-5118	694	15	fiduciary	fiduciary	ADJ
cblr-5118	694	16	duty	duty	NOUN
cblr-5118	694	17	lawsuits	lawsuit	NOUN
cblr-5118	694	18	against	against	ADP
cblr-5118	694	19	officers	officer	NOUN
cblr-5118	694	20	)	)	PUNCT
cblr-5118	694	21	.	.	PUNCT
cblr-5118	695	1	195	195	NUM
cblr-5118	695	2	see	see	NOUN
cblr-5118	695	3	,	,	PUNCT
cblr-5118	695	4	e.g.	e.g.	ADV
cblr-5118	695	5	,	,	PUNCT
cblr-5118	695	6	2	2	NUM
cblr-5118	695	7	am	am	NOUN
cblr-5118	695	8	.	.	PUNCT
cblr-5118	696	1	law	law	NOUN
cblr-5118	696	2	inst	inst	PROPN
cblr-5118	696	3	.	.	PROPN
cblr-5118	696	4	,	,	PUNCT
cblr-5118	696	5	principles	principle	NOUN
cblr-5118	696	6	of	of	ADP
cblr-5118	696	7	corporate	corporate	ADJ
cblr-5118	696	8	governance	governance	NOUN
cblr-5118	696	9	:	:	PUNCT
cblr-5118	696	10	analysis	analysis	NOUN
cblr-5118	696	11	and	and	CCONJ
cblr-5118	696	12	recommendations	recommendation	NOUN
cblr-5118	696	13	,	,	PUNCT
cblr-5118	696	14	12	12	NUM
cblr-5118	696	15	(	(	PUNCT
cblr-5118	696	16	1994	1994	NUM
cblr-5118	696	17	)	)	PUNCT
cblr-5118	696	18	;	;	PUNCT
cblr-5118	696	19	john	john	PROPN
cblr-5118	696	20	c.	c.	PROPN
cblr-5118	696	21	coffee	coffee	PROPN
cblr-5118	696	22	,	,	PUNCT
cblr-5118	696	23	jr	jr	PROPN
cblr-5118	696	24	.	.	PROPN
cblr-5118	696	25	&	&	CCONJ
cblr-5118	696	26	donald	donald	PROPN
cblr-5118	696	27	e.	e.	PROPN
cblr-5118	696	28	schwartz	schwartz	PROPN
cblr-5118	696	29	,	,	PUNCT
cblr-5118	696	30	the	the	DET
cblr-5118	696	31	survival	survival	NOUN
cblr-5118	696	32	of	of	ADP
cblr-5118	696	33	the	the	DET
cblr-5118	696	34	derivative	derivative	ADJ
cblr-5118	696	35	suit	suit	NOUN
cblr-5118	696	36	:	:	PUNCT
cblr-5118	696	37	an	an	DET
cblr-5118	696	38	evaluation	evaluation	NOUN
cblr-5118	696	39	and	and	CCONJ
cblr-5118	696	40	a	a	DET
cblr-5118	696	41	proposal	proposal	NOUN
cblr-5118	696	42	for	for	ADP
cblr-5118	696	43	legislative	legislative	ADJ
cblr-5118	696	44	reform	reform	NOUN
cblr-5118	696	45	,	,	PUNCT
cblr-5118	696	46	81	81	NUM
cblr-5118	696	47	colum	colum	NOUN
cblr-5118	696	48	.	.	PUNCT
cblr-5118	697	1	l.	l.	PROPN
cblr-5118	697	2	rev	rev	PROPN
cblr-5118	697	3	.	.	PROPN
cblr-5118	697	4	261	261	NUM
cblr-5118	697	5	,	,	PUNCT
cblr-5118	697	6	302–05	302–05	NUM
cblr-5118	697	7	(	(	PUNCT
cblr-5118	697	8	1981	1981	NUM
cblr-5118	697	9	)	)	PUNCT
cblr-5118	697	10	.	.	PUNCT
cblr-5118	698	1	196	196	NUM
cblr-5118	698	2	see	see	VERB
cblr-5118	698	3	,	,	PUNCT
cblr-5118	698	4	e.g.	e.g.	ADV
cblr-5118	698	5	,	,	PUNCT
cblr-5118	698	6	david	david	PROPN
cblr-5118	698	7	kershaw	kershaw	PROPN
cblr-5118	698	8	,	,	PUNCT
cblr-5118	698	9	company	company	NOUN
cblr-5118	698	10	law	law	NOUN
cblr-5118	698	11	in	in	ADP
cblr-5118	698	12	context	context	NOUN
cblr-5118	698	13	:	:	PUNCT
cblr-5118	698	14	text	text	NOUN
cblr-5118	698	15	and	and	CCONJ
cblr-5118	698	16	materials	material	NOUN
cblr-5118	698	17	314	314	NUM
cblr-5118	698	18	(	(	PUNCT
cblr-5118	698	19	2nd	2nd	ADJ
cblr-5118	698	20	ed	ed	NOUN
cblr-5118	698	21	.	.	PROPN
cblr-5118	698	22	2012	2012	NUM
cblr-5118	698	23	)	)	PUNCT
cblr-5118	698	24	(	(	PUNCT
cblr-5118	698	25	noting	note	VERB
cblr-5118	698	26	that	that	SCONJ
cblr-5118	698	27	fiduciary	fiduciary	ADJ
cblr-5118	698	28	duties	duty	NOUN
cblr-5118	698	29	may	may	AUX
cblr-5118	698	30	“	"	PUNCT
cblr-5118	698	31	allow	allow	VERB
cblr-5118	698	32	the	the	DET
cblr-5118	698	33	agency	agency	NOUN
cblr-5118	698	34	cost	cost	NOUN
cblr-5118	698	35	to	to	PART
cblr-5118	698	36	be	be	AUX
cblr-5118	698	37	drained	drain	VERB
cblr-5118	698	38	away	away	ADV
cblr-5118	698	39	”	"	PUNCT
cblr-5118	698	40	)	)	PUNCT
cblr-5118	698	41	.	.	PUNCT
cblr-5118	699	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	699	2	(	(	PUNCT
cblr-5118	699	3	do	do	AUX
cblr-5118	699	4	not	not	PART
cblr-5118	699	5	delte	delte	VERB
cblr-5118	699	6	)	)	PUNCT
cblr-5118	699	7	1/8/2020	1/8/2020	NUM
cblr-5118	699	8	4:46	4:46	NUM
cblr-5118	699	9	pm	pm	NOUN
cblr-5118	699	10	1014	1014	NUM
cblr-5118	699	11	columbia	columbia	PROPN
cblr-5118	699	12	business	business	NOUN
cblr-5118	699	13	law	law	PROPN
cblr-5118	699	14	review	review	NOUN
cblr-5118	700	1	[	[	X
cblr-5118	700	2	vol	vol	NOUN
cblr-5118	700	3	.	.	PUNCT
cblr-5118	700	4	2019	2019	NUM
cblr-5118	700	5	concentrated	concentrate	VERB
cblr-5118	700	6	on	on	ADP
cblr-5118	700	7	fewer	few	ADJ
cblr-5118	700	8	individuals	individual	NOUN
cblr-5118	700	9	,	,	PUNCT
cblr-5118	700	10	namely	namely	ADV
cblr-5118	700	11	those	those	DET
cblr-5118	700	12	humans	human	NOUN
cblr-5118	700	13	that	that	PRON
cblr-5118	700	14	still	still	ADV
cblr-5118	700	15	remain	remain	VERB
cblr-5118	700	16	in	in	ADP
cblr-5118	700	17	managerial	managerial	ADJ
cblr-5118	700	18	positions	position	NOUN
cblr-5118	700	19	,	,	PUNCT
cblr-5118	700	20	which	which	PRON
cblr-5118	700	21	in	in	ADP
cblr-5118	700	22	turn	turn	NOUN
cblr-5118	700	23	heightens	heighten	VERB
cblr-5118	700	24	their	their	PRON
cblr-5118	700	25	potential	potential	ADJ
cblr-5118	700	26	exposure	exposure	NOUN
cblr-5118	700	27	.	.	PUNCT
cblr-5118	701	1	this	this	DET
cblr-5118	701	2	stage	stage	NOUN
cblr-5118	701	3	raises	raise	VERB
cblr-5118	701	4	difficult	difficult	ADJ
cblr-5118	701	5	questions	question	NOUN
cblr-5118	701	6	regarding	regard	VERB
cblr-5118	701	7	the	the	DET
cblr-5118	701	8	extent	extent	NOUN
cblr-5118	701	9	to	to	PART
cblr-5118	701	10	which	which	PRON
cblr-5118	701	11	human	human	ADJ
cblr-5118	701	12	managers	manager	NOUN
cblr-5118	701	13	may	may	AUX
cblr-5118	701	14	delegate	delegate	VERB
cblr-5118	701	15	tasks	task	NOUN
cblr-5118	701	16	to	to	PART
cblr-5118	701	17	and	and	CCONJ
cblr-5118	701	18	rely	rely	VERB
cblr-5118	701	19	on	on	ADP
cblr-5118	701	20	advice	advice	NOUN
cblr-5118	701	21	given	give	VERB
cblr-5118	701	22	by	by	ADP
cblr-5118	701	23	ai	ai	PROPN
cblr-5118	701	24	(	(	PUNCT
cblr-5118	701	25	in	in	ADP
cblr-5118	701	26	the	the	DET
cblr-5118	701	27	sense	sense	NOUN
cblr-5118	701	28	of	of	ADP
cblr-5118	701	29	there	there	PRON
cblr-5118	701	30	being	be	AUX
cblr-5118	701	31	relief	relief	NOUN
cblr-5118	701	32	from	from	ADP
cblr-5118	701	33	liability	liability	NOUN
cblr-5118	701	34	)	)	PUNCT
cblr-5118	701	35	and	and	CCONJ
cblr-5118	701	36	,	,	PUNCT
cblr-5118	701	37	relatedly	relatedly	ADV
cblr-5118	701	38	,	,	PUNCT
cblr-5118	701	39	the	the	DET
cblr-5118	701	40	extent	extent	NOUN
cblr-5118	701	41	to	to	PART
cblr-5118	701	42	which	which	PRON
cblr-5118	701	43	they	they	PRON
cblr-5118	701	44	can	can	AUX
cblr-5118	701	45	and	and	CCONJ
cblr-5118	701	46	should	should	AUX
cblr-5118	701	47	monitor	monitor	VERB
cblr-5118	701	48	ai	ai	VERB
cblr-5118	701	49	.	.	PUNCT
cblr-5118	702	1	whether	whether	SCONJ
cblr-5118	702	2	reliance	reliance	NOUN
cblr-5118	702	3	and	and	CCONJ
cblr-5118	702	4	delegation	delegation	NOUN
cblr-5118	702	5	of	of	ADP
cblr-5118	702	6	tasks	task	NOUN
cblr-5118	702	7	to	to	PART
cblr-5118	702	8	ai	ai	VERB
cblr-5118	702	9	is	be	AUX
cblr-5118	702	10	permissible	permissible	ADJ
cblr-5118	702	11	depends	depend	VERB
cblr-5118	702	12	on	on	ADP
cblr-5118	702	13	the	the	DET
cblr-5118	702	14	wording	wording	NOUN
cblr-5118	702	15	and	and	CCONJ
cblr-5118	702	16	interpretation	interpretation	NOUN
cblr-5118	702	17	of	of	ADP
cblr-5118	702	18	applicable	applicable	ADJ
cblr-5118	702	19	statutory	statutory	ADJ
cblr-5118	702	20	provisions	provision	NOUN
cblr-5118	702	21	and	and	CCONJ
cblr-5118	702	22	corporate	corporate	ADJ
cblr-5118	702	23	documents.197	documents.197	NOUN
cblr-5118	702	24	typically	typically	ADV
cblr-5118	702	25	,	,	PUNCT
cblr-5118	702	26	corporate	corporate	ADJ
cblr-5118	702	27	law	law	NOUN
cblr-5118	702	28	requires	require	VERB
cblr-5118	702	29	directors	director	NOUN
cblr-5118	702	30	to	to	PART
cblr-5118	702	31	monitor	monitor	VERB
cblr-5118	702	32	delegees	delegee	NOUN
cblr-5118	702	33	and	and	CCONJ
cblr-5118	702	34	does	do	AUX
cblr-5118	702	35	not	not	PART
cblr-5118	702	36	allow	allow	VERB
cblr-5118	702	37	boards	board	NOUN
cblr-5118	702	38	to	to	PART
cblr-5118	702	39	delegate	delegate	VERB
cblr-5118	702	40	away	away	ADV
cblr-5118	702	41	the	the	DET
cblr-5118	702	42	core	core	NOUN
cblr-5118	702	43	duty	duty	NOUN
cblr-5118	702	44	to	to	PART
cblr-5118	702	45	manage	manage	VERB
cblr-5118	702	46	and	and	CCONJ
cblr-5118	702	47	supervise	supervise	VERB
cblr-5118	702	48	the	the	DET
cblr-5118	702	49	company.198	company.198	NOUN
cblr-5118	702	50	thus	thus	ADV
cblr-5118	702	51	,	,	PUNCT
cblr-5118	702	52	under	under	ADP
cblr-5118	702	53	the	the	DET
cblr-5118	702	54	current	current	ADJ
cblr-5118	702	55	framework	framework	NOUN
cblr-5118	702	56	,	,	PUNCT
cblr-5118	702	57	a	a	DET
cblr-5118	702	58	complete	complete	ADJ
cblr-5118	702	59	delegation	delegation	NOUN
cblr-5118	702	60	of	of	ADP
cblr-5118	702	61	tasks	task	NOUN
cblr-5118	702	62	to	to	PART
cblr-5118	702	63	ai	ai	VERB
cblr-5118	702	64	would	would	AUX
cblr-5118	702	65	not	not	PART
cblr-5118	702	66	be	be	AUX
cblr-5118	702	67	allowed	allow	VERB
cblr-5118	702	68	.	.	PUNCT
cblr-5118	703	1	partial	partial	ADJ
cblr-5118	703	2	delegation	delegation	NOUN
cblr-5118	703	3	would	would	AUX
cblr-5118	703	4	be	be	AUX
cblr-5118	703	5	possible	possible	ADJ
cblr-5118	703	6	,	,	PUNCT
cblr-5118	703	7	but	but	CCONJ
cblr-5118	703	8	would	would	AUX
cblr-5118	703	9	require	require	VERB
cblr-5118	703	10	the	the	DET
cblr-5118	703	11	board	board	NOUN
cblr-5118	703	12	to	to	PART
cblr-5118	703	13	oversee	oversee	VERB
cblr-5118	703	14	the	the	DET
cblr-5118	703	15	managerial	managerial	ADJ
cblr-5118	703	16	activities	activity	NOUN
cblr-5118	703	17	of	of	ADP
cblr-5118	703	18	ai	ai	NOUN
cblr-5118	703	19	.	.	PUNCT
cblr-5118	703	20	accordingly	accordingly	ADV
cblr-5118	703	21	,	,	PUNCT
cblr-5118	703	22	a	a	DET
cblr-5118	703	23	commentator	commentator	NOUN
cblr-5118	703	24	has	have	AUX
cblr-5118	703	25	noted	note	VERB
cblr-5118	703	26	that	that	SCONJ
cblr-5118	703	27	directors	director	NOUN
cblr-5118	703	28	would	would	AUX
cblr-5118	703	29	be	be	AUX
cblr-5118	703	30	required	require	VERB
cblr-5118	703	31	to	to	PART
cblr-5118	703	32	“	"	PUNCT
cblr-5118	703	33	at	at	ADP
cblr-5118	703	34	least	least	ADJ
cblr-5118	703	35	generally	generally	ADV
cblr-5118	703	36	oversee	oversee	VERB
cblr-5118	703	37	the	the	DET
cblr-5118	703	38	selection	selection	NOUN
cblr-5118	703	39	and	and	CCONJ
cblr-5118	703	40	activities	activity	NOUN
cblr-5118	703	41	of	of	ADP
cblr-5118	703	42	robots	robot	NOUN
cblr-5118	703	43	,	,	PUNCT
cblr-5118	703	44	algorithms	algorithm	NOUN
cblr-5118	703	45	and	and	CCONJ
cblr-5118	703	46	artificial	artificial	ADJ
cblr-5118	703	47	intelligence	intelligence	NOUN
cblr-5118	703	48	devices	device	NOUN
cblr-5118	703	49	”	"	PUNCT
cblr-5118	703	50	and	and	CCONJ
cblr-5118	703	51	“	"	PUNCT
cblr-5118	703	52	have	have	VERB
cblr-5118	703	53	a	a	DET
cblr-5118	703	54	basic	basic	ADJ
cblr-5118	703	55	understanding	understanding	NOUN
cblr-5118	703	56	of	of	ADP
cblr-5118	703	57	how	how	SCONJ
cblr-5118	703	58	these	these	DET
cblr-5118	703	59	devices	device	NOUN
cblr-5118	703	60	operate	operate	VERB
cblr-5118	703	61	.	.	PUNCT
cblr-5118	703	62	”199	”199	PUNCT
cblr-5118	704	1	while	while	SCONJ
cblr-5118	704	2	directors	director	NOUN
cblr-5118	704	3	may	may	AUX
cblr-5118	704	4	“	"	PUNCT
cblr-5118	704	5	not	not	PART
cblr-5118	704	6	understand	understand	VERB
cblr-5118	704	7	their	their	PRON
cblr-5118	704	8	coding	coding	NOUN
cblr-5118	704	9	in	in	ADP
cblr-5118	704	10	every	every	DET
cblr-5118	704	11	detail	detail	NOUN
cblr-5118	704	12	,	,	PUNCT
cblr-5118	704	13	197	197	NUM
cblr-5118	704	14	see	see	VERB
cblr-5118	704	15	möslein	möslein	NOUN
cblr-5118	704	16	,	,	PUNCT
cblr-5118	704	17	supra	supra	PROPN
cblr-5118	704	18	note	note	NOUN
cblr-5118	704	19	104	104	NUM
cblr-5118	704	20	,	,	PUNCT
cblr-5118	704	21	at	at	ADP
cblr-5118	704	22	656–60	656–60	NOUN
cblr-5118	704	23	;	;	PUNCT
cblr-5118	704	24	see	see	VERB
cblr-5118	704	25	also	also	ADV
cblr-5118	704	26	petrin	petrin	NOUN
cblr-5118	704	27	,	,	PUNCT
cblr-5118	704	28	supra	supra	PROPN
cblr-5118	704	29	note	note	PROPN
cblr-5118	704	30	187	187	NUM
cblr-5118	704	31	,	,	PUNCT
cblr-5118	704	32	at	at	ADP
cblr-5118	704	33	1693–94	1693–94	NOUN
cblr-5118	704	34	.	.	PUNCT
cblr-5118	705	1	198	198	NUM
cblr-5118	705	2	see	see	VERB
cblr-5118	705	3	möslein	möslein	NOUN
cblr-5118	705	4	,	,	PUNCT
cblr-5118	705	5	supra	supra	PROPN
cblr-5118	705	6	note	note	NOUN
cblr-5118	705	7	104	104	NUM
cblr-5118	705	8	,	,	PUNCT
cblr-5118	705	9	at	at	ADP
cblr-5118	705	10	659	659	NUM
cblr-5118	705	11	.	.	NOUN
cblr-5118	705	12	199	199	NUM
cblr-5118	706	1	i	i	PROPN
cblr-5118	706	2	d.	d.	PROPN
cblr-5118	706	3	at	at	ADP
cblr-5118	706	4	660	660	NUM
cblr-5118	706	5	.	.	PUNCT
cblr-5118	707	1	möslein	möslein	PROPN
cblr-5118	707	2	also	also	ADV
cblr-5118	707	3	considers	consider	VERB
cblr-5118	707	4	the	the	DET
cblr-5118	707	5	questions	question	NOUN
cblr-5118	707	6	whether	whether	SCONJ
cblr-5118	707	7	directors	director	NOUN
cblr-5118	707	8	could	could	AUX
cblr-5118	707	9	become	become	VERB
cblr-5118	707	10	obliged	oblige	VERB
cblr-5118	707	11	to	to	PART
cblr-5118	707	12	use	use	VERB
cblr-5118	707	13	or	or	CCONJ
cblr-5118	707	14	delegate	delegate	VERB
cblr-5118	707	15	tasks	task	NOUN
cblr-5118	707	16	to	to	PART
cblr-5118	707	17	ai	ai	VERB
cblr-5118	707	18	as	as	ADP
cblr-5118	707	19	part	part	NOUN
cblr-5118	707	20	of	of	ADP
cblr-5118	707	21	their	their	PRON
cblr-5118	707	22	duty	duty	NOUN
cblr-5118	707	23	act	act	NOUN
cblr-5118	707	24	on	on	ADP
cblr-5118	707	25	an	an	DET
cblr-5118	707	26	informed	informed	ADJ
cblr-5118	707	27	basis	basis	NOUN
cblr-5118	707	28	,	,	PUNCT
cblr-5118	707	29	concluding	conclude	VERB
cblr-5118	707	30	that	that	SCONJ
cblr-5118	707	31	it	it	PRON
cblr-5118	707	32	is	be	AUX
cblr-5118	707	33	possible	possible	ADJ
cblr-5118	707	34	that	that	SCONJ
cblr-5118	707	35	such	such	DET
cblr-5118	707	36	a	a	DET
cblr-5118	707	37	duty	duty	NOUN
cblr-5118	707	38	might	might	AUX
cblr-5118	707	39	develop	develop	VERB
cblr-5118	707	40	in	in	ADP
cblr-5118	707	41	the	the	DET
cblr-5118	707	42	near	near	ADJ
cblr-5118	707	43	future	future	NOUN
cblr-5118	707	44	,	,	PUNCT
cblr-5118	707	45	along	along	ADP
cblr-5118	707	46	with	with	ADP
cblr-5118	707	47	the	the	DET
cblr-5118	707	48	more	more	ADV
cblr-5118	707	49	general	general	ADJ
cblr-5118	707	50	board	board	NOUN
cblr-5118	707	51	task	task	NOUN
cblr-5118	707	52	of	of	ADP
cblr-5118	707	53	exercising	exercise	VERB
cblr-5118	707	54	“	"	PUNCT
cblr-5118	707	55	governance	governance	NOUN
cblr-5118	707	56	of	of	ADP
cblr-5118	707	57	artificial	artificial	ADJ
cblr-5118	707	58	intelligence	intelligence	NOUN
cblr-5118	707	59	.	.	PUNCT
cblr-5118	707	60	”	"	PUNCT
cblr-5118	708	1	i	i	PRON
cblr-5118	708	2	d.	d.	VERB
cblr-5118	708	3	at	at	ADP
cblr-5118	708	4	660–62	660–62	NOUN
cblr-5118	708	5	;	;	PUNCT
cblr-5118	708	6	see	see	VERB
cblr-5118	708	7	also	also	ADV
cblr-5118	708	8	shani	shani	PROPN
cblr-5118	708	9	r.	r.	PROPN
cblr-5118	708	10	else	else	PROPN
cblr-5118	708	11	&	&	CCONJ
cblr-5118	708	12	francis	francis	PROPN
cblr-5118	708	13	g.x	g.x	PROPN
cblr-5118	708	14	.	.	PROPN
cblr-5118	708	15	pileggi	pileggi	PROPN
cblr-5118	708	16	,	,	PUNCT
cblr-5118	708	17	corporate	corporate	ADJ
cblr-5118	708	18	directors	director	NOUN
cblr-5118	708	19	must	must	AUX
cblr-5118	708	20	consider	consider	VERB
cblr-5118	708	21	impact	impact	NOUN
cblr-5118	708	22	of	of	ADP
cblr-5118	708	23	artificial	artificial	ADJ
cblr-5118	708	24	intelligence	intelligence	NOUN
cblr-5118	708	25	for	for	ADP
cblr-5118	708	26	effective	effective	ADJ
cblr-5118	708	27	corporate	corporate	ADJ
cblr-5118	708	28	governance	governance	NOUN
cblr-5118	708	29	,	,	PUNCT
cblr-5118	708	30	bus	bus	NOUN
cblr-5118	708	31	.	.	PUNCT
cblr-5118	709	1	l.	l.	PROPN
cblr-5118	709	2	today	today	NOUN
cblr-5118	709	3	(	(	PUNCT
cblr-5118	709	4	feb	feb	PROPN
cblr-5118	709	5	.	.	PROPN
cblr-5118	709	6	12	12	NUM
cblr-5118	709	7	,	,	PUNCT
cblr-5118	709	8	2019	2019	NUM
cblr-5118	709	9	)	)	PUNCT
cblr-5118	709	10	,	,	PUNCT
cblr-5118	709	11	https://businesslawtoday.org/2019/02/corporatedirectors-must-consider-impact-artificial-intelligence-effective-corporategovernance	https://businesslawtoday.org/2019/02/corporatedirectors-must-consider-impact-artificial-intelligence-effective-corporategovernance	NOUN
cblr-5118	710	1	[	[	X
cblr-5118	710	2	https://perma.cc/uz84-e36y	https://perma.cc/uz84-e36y	X
cblr-5118	710	3	]	]	X
cblr-5118	710	4	(	(	PUNCT
cblr-5118	710	5	“	"	PUNCT
cblr-5118	710	6	[	[	X
cblr-5118	710	7	i]t	i]t	NOUN
cblr-5118	710	8	is	be	AUX
cblr-5118	710	9	crucial	crucial	ADJ
cblr-5118	710	10	that	that	SCONJ
cblr-5118	710	11	the	the	DET
cblr-5118	710	12	board	board	NOUN
cblr-5118	710	13	does	do	AUX
cblr-5118	710	14	not	not	PART
cblr-5118	710	15	delegate	delegate	VERB
cblr-5118	710	16	its	its	PRON
cblr-5118	710	17	essential	essential	ADJ
cblr-5118	710	18	management	management	NOUN
cblr-5118	710	19	functions	function	NOUN
cblr-5118	710	20	and	and	CCONJ
cblr-5118	710	21	rely	rely	VERB
cblr-5118	710	22	solely	solely	ADV
cblr-5118	710	23	upon	upon	SCONJ
cblr-5118	710	24	ai	ai	VERB
cblr-5118	710	25	in	in	ADP
cblr-5118	710	26	making	make	VERB
cblr-5118	710	27	decisions	decision	NOUN
cblr-5118	710	28	for	for	ADP
cblr-5118	710	29	the	the	DET
cblr-5118	710	30	corporation	corporation	NOUN
cblr-5118	710	31	.	.	PUNCT
cblr-5118	711	1	doing	do	VERB
cblr-5118	711	2	so	so	ADV
cblr-5118	711	3	would	would	AUX
cblr-5118	711	4	be	be	AUX
cblr-5118	711	5	a	a	DET
cblr-5118	711	6	prohibited	prohibit	VERB
cblr-5118	711	7	delegation	delegation	NOUN
cblr-5118	711	8	of	of	ADP
cblr-5118	711	9	its	its	PRON
cblr-5118	711	10	duties	duty	NOUN
cblr-5118	711	11	.	.	PUNCT
cblr-5118	711	12	”	"	PUNCT
cblr-5118	711	13	)	)	PUNCT
cblr-5118	711	14	.	.	PUNCT
cblr-5118	712	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	712	2	(	(	PUNCT
cblr-5118	712	3	do	do	AUX
cblr-5118	712	4	not	not	PART
cblr-5118	712	5	delete	delete	VERB
cblr-5118	712	6	)	)	PUNCT
cblr-5118	712	7	1/8/2020	1/8/2020	NUM
cblr-5118	712	8	4:46	4:46	NUM
cblr-5118	712	9	pm	pm	NOUN
cblr-5118	712	10	no	no	INTJ
cblr-5118	712	11	.	.	PUNCT
cblr-5118	713	1	3:965	3:965	NUM
cblr-5118	713	2	]	]	X
cblr-5118	713	3	corporate	corporate	ADJ
cblr-5118	713	4	management	management	NOUN
cblr-5118	713	5	in	in	ADP
cblr-5118	713	6	the	the	DET
cblr-5118	713	7	age	age	NOUN
cblr-5118	713	8	of	of	ADP
cblr-5118	713	9	ai	ai	PROPN
cblr-5118	713	10	1015	1015	NUM
cblr-5118	713	11	they	they	PRON
cblr-5118	713	12	should	should	AUX
cblr-5118	713	13	at	at	ADV
cblr-5118	713	14	least	least	ADJ
cblr-5118	713	15	be	be	AUX
cblr-5118	713	16	able	able	ADJ
cblr-5118	713	17	to	to	PART
cblr-5118	713	18	understand	understand	VERB
cblr-5118	713	19	the	the	DET
cblr-5118	713	20	technical	technical	ADJ
cblr-5118	713	21	guidelines	guideline	NOUN
cblr-5118	713	22	that	that	PRON
cblr-5118	713	23	drive	drive	VERB
cblr-5118	713	24	these	these	DET
cblr-5118	713	25	machines	machine	NOUN
cblr-5118	713	26	.	.	PUNCT
cblr-5118	713	27	”200	”200	PUNCT
cblr-5118	714	1	following	follow	VERB
cblr-5118	714	2	a	a	DET
cblr-5118	714	3	phase	phase	NOUN
cblr-5118	714	4	of	of	ADP
cblr-5118	714	5	co	co	NOUN
cblr-5118	714	6	-	-	NOUN
cblr-5118	714	7	existence	existence	NOUN
cblr-5118	714	8	of	of	ADP
cblr-5118	714	9	human	human	ADJ
cblr-5118	714	10	and	and	CCONJ
cblr-5118	714	11	ai	ai	PROPN
cblr-5118	714	12	managers	manager	NOUN
cblr-5118	714	13	,	,	PUNCT
cblr-5118	714	14	a	a	DET
cblr-5118	714	15	subsequent	subsequent	ADJ
cblr-5118	714	16	phase	phase	NOUN
cblr-5118	714	17	will	will	AUX
cblr-5118	714	18	likely	likely	ADV
cblr-5118	714	19	see	see	VERB
cblr-5118	714	20	machines	machine	NOUN
cblr-5118	714	21	fully	fully	ADV
cblr-5118	714	22	take	take	VERB
cblr-5118	714	23	over	over	ADP
cblr-5118	714	24	corporate	corporate	ADJ
cblr-5118	714	25	management	management	NOUN
cblr-5118	714	26	.	.	PUNCT
cblr-5118	715	1	at	at	ADP
cblr-5118	715	2	this	this	DET
cblr-5118	715	3	point	point	NOUN
cblr-5118	715	4	,	,	PUNCT
cblr-5118	715	5	humans	human	NOUN
cblr-5118	715	6	could	could	AUX
cblr-5118	715	7	no	no	ADV
cblr-5118	715	8	longer	long	ADV
cblr-5118	715	9	be	be	AUX
cblr-5118	715	10	sued	sue	VERB
cblr-5118	715	11	for	for	ADP
cblr-5118	715	12	breaching	breach	VERB
cblr-5118	715	13	their	their	PRON
cblr-5118	715	14	fiduciary	fiduciary	ADJ
cblr-5118	715	15	duties	duty	NOUN
cblr-5118	715	16	.	.	PUNCT
cblr-5118	716	1	this	this	PRON
cblr-5118	716	2	could	could	AUX
cblr-5118	716	3	lead	lead	VERB
cblr-5118	716	4	to	to	ADP
cblr-5118	716	5	three	three	NUM
cblr-5118	716	6	possible	possible	ADJ
cblr-5118	716	7	new	new	ADJ
cblr-5118	716	8	approaches	approach	NOUN
cblr-5118	716	9	to	to	ADP
cblr-5118	716	10	managerial	managerial	ADJ
cblr-5118	716	11	liability	liability	NOUN
cblr-5118	716	12	:	:	PUNCT
cblr-5118	716	13	(	(	PUNCT
cblr-5118	716	14	1	1	X
cblr-5118	716	15	)	)	PUNCT
cblr-5118	716	16	artificial	artificial	ADJ
cblr-5118	716	17	entities	entity	NOUN
cblr-5118	716	18	acting	act	VERB
cblr-5118	716	19	as	as	SCONJ
cblr-5118	716	20	managers	manager	NOUN
cblr-5118	716	21	could	could	AUX
cblr-5118	716	22	become	become	VERB
cblr-5118	716	23	potential	potential	ADJ
cblr-5118	716	24	defendants	defendant	NOUN
cblr-5118	716	25	and	and	CCONJ
cblr-5118	716	26	be	be	AUX
cblr-5118	716	27	sued	sue	VERB
cblr-5118	716	28	;	;	PUNCT
cblr-5118	716	29	(	(	PUNCT
cblr-5118	716	30	2	2	X
cblr-5118	716	31	)	)	PUNCT
cblr-5118	716	32	the	the	DET
cblr-5118	716	33	system	system	NOUN
cblr-5118	716	34	of	of	ADP
cblr-5118	716	35	managerial	managerial	ADJ
cblr-5118	716	36	liability	liability	NOUN
cblr-5118	716	37	will	will	AUX
cblr-5118	716	38	be	be	AUX
cblr-5118	716	39	abolished	abolish	VERB
cblr-5118	716	40	and	and	CCONJ
cblr-5118	716	41	not	not	PART
cblr-5118	716	42	replaced	replace	VERB
cblr-5118	716	43	;	;	PUNCT
cblr-5118	716	44	or	or	CCONJ
cblr-5118	716	45	(	(	PUNCT
cblr-5118	716	46	3	3	X
cblr-5118	716	47	)	)	PUNCT
cblr-5118	716	48	those	those	PRON
cblr-5118	716	49	responsible	responsible	ADJ
cblr-5118	716	50	for	for	ADP
cblr-5118	716	51	creating	create	VERB
cblr-5118	716	52	,	,	PUNCT
cblr-5118	716	53	distributing	distribute	VERB
cblr-5118	716	54	,	,	PUNCT
cblr-5118	716	55	or	or	CCONJ
cblr-5118	716	56	selling	sell	VERB
cblr-5118	716	57	artificial	artificial	ADJ
cblr-5118	716	58	managers	manager	NOUN
cblr-5118	716	59	(	(	PUNCT
cblr-5118	716	60	in	in	ADP
cblr-5118	716	61	the	the	DET
cblr-5118	716	62	form	form	NOUN
cblr-5118	716	63	of	of	ADP
cblr-5118	716	64	ai	ai	ADJ
cblr-5118	716	65	software	software	NOUN
cblr-5118	716	66	and	and	CCONJ
cblr-5118	716	67	hardware	hardware	NOUN
cblr-5118	716	68	)	)	PUNCT
cblr-5118	716	69	will	will	AUX
cblr-5118	716	70	replace	replace	VERB
cblr-5118	716	71	managers	manager	NOUN
cblr-5118	716	72	as	as	ADP
cblr-5118	716	73	possible	possible	ADJ
cblr-5118	716	74	defendants.201	defendants.201	VERB
cblr-5118	716	75	under	under	ADP
cblr-5118	716	76	the	the	DET
cblr-5118	716	77	first	first	ADJ
cblr-5118	716	78	possibility	possibility	NOUN
cblr-5118	716	79	,	,	PUNCT
cblr-5118	716	80	ai	ai	VERB
cblr-5118	716	81	systems	system	NOUN
cblr-5118	716	82	could	could	AUX
cblr-5118	716	83	be	be	AUX
cblr-5118	716	84	made	make	VERB
cblr-5118	716	85	available	available	ADJ
cblr-5118	716	86	as	as	ADP
cblr-5118	716	87	defendants	defendant	NOUN
cblr-5118	716	88	in	in	ADP
cblr-5118	716	89	shareholder	shareholder	NOUN
cblr-5118	716	90	and/or	and/or	CCONJ
cblr-5118	716	91	third	third	ADJ
cblr-5118	716	92	-	-	PUNCT
cblr-5118	716	93	party	party	NOUN
cblr-5118	716	94	lawsuits	lawsuit	NOUN
cblr-5118	716	95	.	.	PUNCT
cblr-5118	717	1	this	this	DET
cblr-5118	717	2	approach	approach	NOUN
cblr-5118	717	3	could	could	AUX
cblr-5118	717	4	consist	consist	VERB
cblr-5118	717	5	of	of	ADP
cblr-5118	717	6	actions	action	NOUN
cblr-5118	717	7	against	against	ADP
cblr-5118	717	8	ai	ai	AUX
cblr-5118	717	9	operating	operate	VERB
cblr-5118	717	10	either	either	CCONJ
cblr-5118	717	11	in	in	ADP
cblr-5118	717	12	the	the	DET
cblr-5118	717	13	form	form	NOUN
cblr-5118	717	14	of	of	ADP
cblr-5118	717	15	familiar	familiar	ADJ
cblr-5118	717	16	types	type	NOUN
cblr-5118	717	17	of	of	ADP
cblr-5118	717	18	organizational	organizational	ADJ
cblr-5118	717	19	legal	legal	ADJ
cblr-5118	717	20	entities	entity	NOUN
cblr-5118	717	21	(	(	PUNCT
cblr-5118	717	22	such	such	ADJ
cblr-5118	717	23	as	as	ADP
cblr-5118	717	24	a	a	DET
cblr-5118	717	25	corporation	corporation	NOUN
cblr-5118	717	26	or	or	CCONJ
cblr-5118	717	27	llc	llc	PROPN
cblr-5118	717	28	where	where	SCONJ
cblr-5118	717	29	ai	ai	VERB
cblr-5118	717	30	acts	act	NOUN
cblr-5118	717	31	as	as	ADP
cblr-5118	717	32	a	a	DET
cblr-5118	717	33	management	management	NOUN
cblr-5118	717	34	/	/	SYM
cblr-5118	717	35	board	board	NOUN
cblr-5118	717	36	service	service	NOUN
cblr-5118	717	37	provider	provider	NOUN
cblr-5118	717	38	)	)	PUNCT
cblr-5118	717	39	,	,	PUNCT
cblr-5118	717	40	or	or	CCONJ
cblr-5118	717	41	ai	ai	VERB
cblr-5118	717	42	that	that	PRON
cblr-5118	717	43	in	in	ADP
cblr-5118	717	44	the	the	DET
cblr-5118	717	45	future	future	NOUN
cblr-5118	717	46	might	might	AUX
cblr-5118	717	47	itself	itself	PRON
cblr-5118	717	48	be	be	AUX
cblr-5118	717	49	bestowed	bestow	VERB
cblr-5118	717	50	with	with	ADP
cblr-5118	717	51	a	a	DET
cblr-5118	717	52	novel	novel	ADJ
cblr-5118	717	53	legal	legal	ADJ
cblr-5118	717	54	personality.202	personality.202	NOUN
cblr-5118	717	55	in	in	ADP
cblr-5118	717	56	both	both	DET
cblr-5118	717	57	cases	case	NOUN
cblr-5118	717	58	,	,	PUNCT
cblr-5118	717	59	from	from	ADP
cblr-5118	717	60	the	the	DET
cblr-5118	717	61	perspective	perspective	NOUN
cblr-5118	717	62	of	of	ADP
cblr-5118	717	63	plaintiffs	plaintiff	NOUN
cblr-5118	717	64	,	,	PUNCT
cblr-5118	717	65	200	200	NUM
cblr-5118	717	66	möslein	möslein	NOUN
cblr-5118	717	67	,	,	PUNCT
cblr-5118	717	68	supra	supra	PROPN
cblr-5118	717	69	note	note	NOUN
cblr-5118	717	70	104	104	NUM
cblr-5118	717	71	,	,	PUNCT
cblr-5118	717	72	at	at	ADP
cblr-5118	717	73	660	660	NUM
cblr-5118	717	74	.	.	PUNCT
cblr-5118	717	75	201	201	NUM
cblr-5118	717	76	note	note	VERB
cblr-5118	717	77	that	that	SCONJ
cblr-5118	717	78	the	the	DET
cblr-5118	717	79	following	following	NOUN
cblr-5118	717	80	does	do	AUX
cblr-5118	717	81	not	not	PART
cblr-5118	717	82	relate	relate	VERB
cblr-5118	717	83	to	to	ADP
cblr-5118	717	84	the	the	DET
cblr-5118	717	85	corporation	corporation	NOUN
cblr-5118	717	86	’s	’s	PART
cblr-5118	717	87	own	own	ADJ
cblr-5118	717	88	liability	liability	NOUN
cblr-5118	717	89	(	(	PUNCT
cblr-5118	717	90	direct	direct	ADJ
cblr-5118	717	91	or	or	CCONJ
cblr-5118	717	92	vicarious	vicarious	ADJ
cblr-5118	717	93	)	)	PUNCT
cblr-5118	717	94	vis	vis	X
cblr-5118	717	95	-	-	PUNCT
cblr-5118	717	96	à	à	X
cblr-5118	717	97	-	-	PUNCT
cblr-5118	717	98	vis	vis	X
cblr-5118	717	99	third	third	ADJ
cblr-5118	717	100	parties	party	NOUN
cblr-5118	717	101	for	for	ADP
cblr-5118	717	102	harm	harm	NOUN
cblr-5118	717	103	caused	cause	VERB
cblr-5118	717	104	by	by	ADP
cblr-5118	717	105	its	its	PRON
cblr-5118	717	106	algorithmic	algorithmic	ADJ
cblr-5118	717	107	decisionmaking	decisionmaking	NOUN
cblr-5118	717	108	.	.	PUNCT
cblr-5118	718	1	while	while	SCONJ
cblr-5118	718	2	i	i	PRON
cblr-5118	718	3	do	do	AUX
cblr-5118	718	4	not	not	PART
cblr-5118	718	5	wish	wish	VERB
cblr-5118	718	6	to	to	PART
cblr-5118	718	7	exclude	exclude	VERB
cblr-5118	718	8	this	this	DET
cblr-5118	718	9	option	option	NOUN
cblr-5118	718	10	,	,	PUNCT
cblr-5118	718	11	see	see	VERB
cblr-5118	718	12	supra	supra	PROPN
cblr-5118	718	13	note	note	PROPN
cblr-5118	718	14	192	192	NUM
cblr-5118	718	15	and	and	CCONJ
cblr-5118	718	16	accompanying	accompany	VERB
cblr-5118	718	17	text	text	NOUN
cblr-5118	718	18	,	,	PUNCT
cblr-5118	718	19	a	a	DET
cblr-5118	718	20	more	more	ADV
cblr-5118	718	21	detailed	detailed	ADJ
cblr-5118	718	22	discussion	discussion	NOUN
cblr-5118	718	23	of	of	ADP
cblr-5118	718	24	this	this	DET
cblr-5118	718	25	kind	kind	NOUN
cblr-5118	718	26	of	of	ADP
cblr-5118	718	27	liability	liability	NOUN
cblr-5118	718	28	is	be	AUX
cblr-5118	718	29	beyond	beyond	ADP
cblr-5118	718	30	the	the	DET
cblr-5118	718	31	scope	scope	NOUN
cblr-5118	718	32	of	of	ADP
cblr-5118	718	33	this	this	DET
cblr-5118	718	34	article	article	NOUN
cblr-5118	718	35	’s	’s	PART
cblr-5118	718	36	focus	focus	NOUN
cblr-5118	718	37	on	on	ADP
cblr-5118	718	38	managers	manager	NOUN
cblr-5118	718	39	’	’	PART
cblr-5118	718	40	individual	individual	ADJ
cblr-5118	718	41	responsibility	responsibility	NOUN
cblr-5118	718	42	.	.	PUNCT
cblr-5118	719	1	on	on	ADP
cblr-5118	719	2	the	the	DET
cblr-5118	719	3	entity	entity	NOUN
cblr-5118	719	4	’s	’s	PART
cblr-5118	719	5	own	own	ADJ
cblr-5118	719	6	liability	liability	NOUN
cblr-5118	719	7	for	for	ADP
cblr-5118	719	8	ai	ai	NOUN
cblr-5118	719	9	,	,	PUNCT
cblr-5118	719	10	see	see	VERB
cblr-5118	719	11	armour	armour	NOUN
cblr-5118	719	12	&	&	CCONJ
cblr-5118	719	13	eidenmüller	eidenmüller	PROPN
cblr-5118	719	14	,	,	PUNCT
cblr-5118	719	15	supra	supra	PROPN
cblr-5118	719	16	note	note	NOUN
cblr-5118	719	17	169	169	NUM
cblr-5118	719	18	,	,	PUNCT
cblr-5118	719	19	at	at	ADP
cblr-5118	719	20	31–33	31–33	NUM
cblr-5118	719	21	.	.	PUNCT
cblr-5118	720	1	202	202	NUM
cblr-5118	720	2	on	on	ADP
cblr-5118	720	3	the	the	DET
cblr-5118	720	4	idea	idea	NOUN
cblr-5118	720	5	of	of	ADP
cblr-5118	720	6	creating	create	VERB
cblr-5118	720	7	a	a	DET
cblr-5118	720	8	legal	legal	ADJ
cblr-5118	720	9	status	status	NOUN
cblr-5118	720	10	for	for	ADP
cblr-5118	720	11	artificial	artificial	ADJ
cblr-5118	720	12	persons	person	NOUN
cblr-5118	720	13	,	,	PUNCT
cblr-5118	720	14	see	see	VERB
cblr-5118	720	15	generally	generally	ADV
cblr-5118	720	16	matthew	matthew	PROPN
cblr-5118	720	17	u.	u.	PROPN
cblr-5118	720	18	scherer	scherer	PROPN
cblr-5118	720	19	,	,	PUNCT
cblr-5118	720	20	of	of	ADP
cblr-5118	720	21	wild	wild	ADJ
cblr-5118	720	22	beasts	beast	NOUN
cblr-5118	720	23	and	and	CCONJ
cblr-5118	720	24	digital	digital	ADJ
cblr-5118	720	25	analogues	analogue	NOUN
cblr-5118	720	26	:	:	PUNCT
cblr-5118	720	27	the	the	DET
cblr-5118	720	28	legal	legal	ADJ
cblr-5118	720	29	status	status	NOUN
cblr-5118	720	30	of	of	ADP
cblr-5118	720	31	autonomous	autonomous	ADJ
cblr-5118	720	32	systems	system	NOUN
cblr-5118	720	33	,	,	PUNCT
cblr-5118	720	34	19	19	NUM
cblr-5118	720	35	nev	nev	NOUN
cblr-5118	720	36	.	.	PROPN
cblr-5118	721	1	l.j	l.j	PROPN
cblr-5118	721	2	.	.	PROPN
cblr-5118	721	3	259	259	NUM
cblr-5118	721	4	,	,	PUNCT
cblr-5118	721	5	260	260	NUM
cblr-5118	721	6	(	(	PUNCT
cblr-5118	721	7	2018	2018	NUM
cblr-5118	721	8	)	)	PUNCT
cblr-5118	721	9	;	;	PUNCT
cblr-5118	722	1	gunther	gunther	PROPN
cblr-5118	722	2	teubner	teubner	NOUN
cblr-5118	722	3	,	,	PUNCT
cblr-5118	722	4	digital	digital	ADJ
cblr-5118	722	5	personhood	personhood	NOUN
cblr-5118	722	6	?	?	PUNCT
cblr-5118	723	1	the	the	DET
cblr-5118	723	2	status	status	NOUN
cblr-5118	723	3	of	of	ADP
cblr-5118	723	4	autonomous	autonomous	ADJ
cblr-5118	723	5	software	software	NOUN
cblr-5118	723	6	agents	agent	NOUN
cblr-5118	723	7	in	in	ADP
cblr-5118	723	8	private	private	ADJ
cblr-5118	723	9	law	law	NOUN
cblr-5118	723	10	,	,	PUNCT
cblr-5118	723	11	2018	2018	NUM
cblr-5118	723	12	ancilla	ancilla	PROPN
cblr-5118	723	13	iuris	iuris	PROPN
cblr-5118	723	14	107	107	NUM
cblr-5118	723	15	,	,	PUNCT
cblr-5118	723	16	112–13	112–13	NUM
cblr-5118	723	17	(	(	PUNCT
cblr-5118	723	18	2018	2018	NUM
cblr-5118	723	19	)	)	PUNCT
cblr-5118	723	20	;	;	PUNCT
cblr-5118	723	21	robert	robert	PROPN
cblr-5118	723	22	van	van	PROPN
cblr-5118	723	23	den	den	PROPN
cblr-5118	723	24	hoven	hoven	PROPN
cblr-5118	723	25	van	van	PROPN
cblr-5118	723	26	genderen	genderen	PROPN
cblr-5118	723	27	,	,	PUNCT
cblr-5118	723	28	legal	legal	ADJ
cblr-5118	723	29	personhood	personhood	NOUN
cblr-5118	723	30	in	in	ADP
cblr-5118	723	31	the	the	DET
cblr-5118	723	32	age	age	NOUN
cblr-5118	723	33	of	of	ADP
cblr-5118	723	34	artificially	artificially	ADV
cblr-5118	723	35	intelligent	intelligent	ADJ
cblr-5118	723	36	robots	robot	NOUN
cblr-5118	723	37	,	,	PUNCT
cblr-5118	723	38	in	in	ADP
cblr-5118	723	39	research	research	NOUN
cblr-5118	723	40	handbook	handbook	NOUN
cblr-5118	723	41	on	on	ADP
cblr-5118	723	42	the	the	DET
cblr-5118	723	43	law	law	NOUN
cblr-5118	723	44	of	of	ADP
cblr-5118	723	45	artificial	artificial	ADJ
cblr-5118	723	46	intelligence	intelligence	NOUN
cblr-5118	723	47	213	213	NUM
cblr-5118	723	48	(	(	PUNCT
cblr-5118	723	49	woodrow	woodrow	PROPN
cblr-5118	723	50	barfield	barfield	PROPN
cblr-5118	723	51	&	&	CCONJ
cblr-5118	723	52	ugo	ugo	PROPN
cblr-5118	723	53	pagallo	pagallo	PROPN
cblr-5118	723	54	eds	ed	NOUN
cblr-5118	723	55	.	.	PROPN
cblr-5118	723	56	,	,	PUNCT
cblr-5118	723	57	2018	2018	NUM
cblr-5118	723	58	)	)	PUNCT
cblr-5118	723	59	;	;	PUNCT
cblr-5118	723	60	lawrence	lawrence	PROPN
cblr-5118	723	61	b.	b.	PROPN
cblr-5118	723	62	solum	solum	PROPN
cblr-5118	723	63	,	,	PUNCT
cblr-5118	723	64	legal	legal	ADJ
cblr-5118	723	65	personhood	personhood	NOUN
cblr-5118	723	66	for	for	ADP
cblr-5118	723	67	artificial	artificial	ADJ
cblr-5118	723	68	intelligences	intelligence	NOUN
cblr-5118	723	69	,	,	PUNCT
cblr-5118	723	70	70	70	NUM
cblr-5118	723	71	n.c	n.c	PROPN
cblr-5118	723	72	.	.	PROPN
cblr-5118	723	73	l.	l.	PROPN
cblr-5118	723	74	rev	rev	PROPN
cblr-5118	723	75	.	.	PROPN
cblr-5118	723	76	1231	1231	NUM
cblr-5118	723	77	,	,	PUNCT
cblr-5118	723	78	1234	1234	NUM
cblr-5118	723	79	(	(	PUNCT
cblr-5118	723	80	1992	1992	NUM
cblr-5118	723	81	)	)	PUNCT
cblr-5118	723	82	.	.	PUNCT
cblr-5118	724	1	on	on	ADP
cblr-5118	724	2	the	the	DET
cblr-5118	724	3	european	european	PROPN
cblr-5118	724	4	parliament	parliament	PROPN
cblr-5118	724	5	’s	’s	PART
cblr-5118	724	6	recent	recent	ADJ
cblr-5118	724	7	proposals	proposal	NOUN
cblr-5118	724	8	regarding	regard	VERB
cblr-5118	724	9	digital	digital	ADJ
cblr-5118	724	10	personhood	personhood	NOUN
cblr-5118	724	11	,	,	PUNCT
cblr-5118	724	12	see	see	VERB
cblr-5118	724	13	committee	committee	NOUN
cblr-5118	724	14	on	on	ADP
cblr-5118	724	15	legal	legal	ADJ
cblr-5118	724	16	affairs	affair	NOUN
cblr-5118	724	17	,	,	PUNCT
cblr-5118	724	18	draft	draft	NOUN
cblr-5118	724	19	report	report	NOUN
cblr-5118	724	20	with	with	ADP
cblr-5118	724	21	recommendations	recommendation	NOUN
cblr-5118	724	22	to	to	ADP
cblr-5118	724	23	the	the	DET
cblr-5118	724	24	commission	commission	NOUN
cblr-5118	724	25	on	on	ADP
cblr-5118	724	26	civil	civil	ADJ
cblr-5118	724	27	law	law	NOUN
cblr-5118	724	28	rules	rule	NOUN
cblr-5118	724	29	on	on	ADP
cblr-5118	724	30	robotics	robotic	NOUN
cblr-5118	724	31	2015/2103	2015/2103	NUM
cblr-5118	724	32	(	(	PUNCT
cblr-5118	724	33	inl	inl	PROPN
cblr-5118	724	34	)	)	PUNCT
cblr-5118	724	35	,	,	PUNCT
cblr-5118	724	36	5	5	NUM
cblr-5118	724	37	,	,	PUNCT
cblr-5118	724	38	12	12	NUM
cblr-5118	724	39	(	(	PUNCT
cblr-5118	724	40	may	may	PROPN
cblr-5118	724	41	31	31	NUM
cblr-5118	724	42	,	,	PUNCT
cblr-5118	724	43	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	724	44	(	(	PUNCT
cblr-5118	724	45	do	do	AUX
cblr-5118	724	46	not	not	PART
cblr-5118	724	47	delte	delte	VERB
cblr-5118	724	48	)	)	PUNCT
cblr-5118	724	49	1/8/2020	1/8/2020	NUM
cblr-5118	724	50	4:46	4:46	NUM
cblr-5118	724	51	pm	pm	NOUN
cblr-5118	724	52	1016	1016	NUM
cblr-5118	724	53	columbia	columbia	PROPN
cblr-5118	724	54	business	business	NOUN
cblr-5118	724	55	law	law	PROPN
cblr-5118	724	56	review	review	NOUN
cblr-5118	725	1	[	[	X
cblr-5118	725	2	vol	vol	NOUN
cblr-5118	725	3	.	.	NOUN
cblr-5118	725	4	2019	2019	NUM
cblr-5118	725	5	the	the	DET
cblr-5118	725	6	main	main	ADJ
cblr-5118	725	7	difference	difference	NOUN
cblr-5118	725	8	as	as	SCONJ
cblr-5118	725	9	compared	compare	VERB
cblr-5118	725	10	to	to	ADP
cblr-5118	725	11	today	today	NOUN
cblr-5118	725	12	’s	’s	PART
cblr-5118	725	13	system	system	NOUN
cblr-5118	725	14	is	be	AUX
cblr-5118	725	15	that	that	SCONJ
cblr-5118	725	16	their	their	PRON
cblr-5118	725	17	claims	claim	NOUN
cblr-5118	725	18	would	would	AUX
cblr-5118	725	19	be	be	AUX
cblr-5118	725	20	directed	direct	VERB
cblr-5118	725	21	against	against	ADP
cblr-5118	725	22	a	a	DET
cblr-5118	725	23	non	non	ADJ
cblr-5118	725	24	-	-	ADJ
cblr-5118	725	25	human	human	ADJ
cblr-5118	725	26	,	,	PUNCT
cblr-5118	725	27	although	although	SCONJ
cblr-5118	725	28	still	still	ADV
cblr-5118	725	29	a	a	DET
cblr-5118	725	30	legally	legally	ADV
cblr-5118	725	31	recognized	recognize	VERB
cblr-5118	725	32	entity	entity	NOUN
cblr-5118	725	33	.	.	PUNCT
cblr-5118	726	1	in	in	ADP
cblr-5118	726	2	terms	term	NOUN
cblr-5118	726	3	of	of	ADP
cblr-5118	726	4	the	the	DET
cblr-5118	726	5	potential	potential	NOUN
cblr-5118	726	6	for	for	ADP
cblr-5118	726	7	plaintiffs	plaintiff	NOUN
cblr-5118	726	8	’	'	PUNCT
cblr-5118	726	9	financial	financial	ADJ
cblr-5118	726	10	recovery	recovery	NOUN
cblr-5118	726	11	,	,	PUNCT
cblr-5118	726	12	the	the	DET
cblr-5118	726	13	difference	difference	NOUN
cblr-5118	726	14	would	would	AUX
cblr-5118	726	15	depend	depend	VERB
cblr-5118	726	16	on	on	ADP
cblr-5118	726	17	two	two	NUM
cblr-5118	726	18	factors	factor	NOUN
cblr-5118	726	19	.	.	PUNCT
cblr-5118	727	1	first	first	ADV
cblr-5118	727	2	,	,	PUNCT
cblr-5118	727	3	whether	whether	SCONJ
cblr-5118	727	4	these	these	DET
cblr-5118	727	5	new	new	ADJ
cblr-5118	727	6	entities	entity	NOUN
cblr-5118	727	7	would	would	AUX
cblr-5118	727	8	enjoy	enjoy	VERB
cblr-5118	727	9	similar	similar	ADJ
cblr-5118	727	10	legal	legal	ADJ
cblr-5118	727	11	protections	protection	NOUN
cblr-5118	727	12	as	as	ADP
cblr-5118	727	13	human	human	ADJ
cblr-5118	727	14	managers	manager	NOUN
cblr-5118	727	15	,	,	PUNCT
cblr-5118	727	16	in	in	ADP
cblr-5118	727	17	the	the	DET
cblr-5118	727	18	familiar	familiar	ADJ
cblr-5118	727	19	forms	form	NOUN
cblr-5118	727	20	of	of	ADP
cblr-5118	727	21	liability	liability	NOUN
cblr-5118	727	22	insulating	insulate	VERB
cblr-5118	727	23	corporate	corporate	ADJ
cblr-5118	727	24	law	law	NOUN
cblr-5118	727	25	norms	norm	NOUN
cblr-5118	727	26	or	or	CCONJ
cblr-5118	727	27	other	other	ADJ
cblr-5118	727	28	,	,	PUNCT
cblr-5118	727	29	new	new	ADJ
cblr-5118	727	30	legal	legal	ADJ
cblr-5118	727	31	protections	protection	NOUN
cblr-5118	727	32	.	.	PUNCT
cblr-5118	728	1	while	while	SCONJ
cblr-5118	728	2	today	today	NOUN
cblr-5118	728	3	’s	’s	PART
cblr-5118	728	4	exculpatory	exculpatory	ADJ
cblr-5118	728	5	provisions	provision	NOUN
cblr-5118	728	6	could	could	AUX
cblr-5118	728	7	be	be	AUX
cblr-5118	728	8	quite	quite	ADV
cblr-5118	728	9	easily	easily	ADV
cblr-5118	728	10	adapted	adapt	VERB
cblr-5118	728	11	to	to	ADP
cblr-5118	728	12	machines	machine	NOUN
cblr-5118	728	13	or	or	CCONJ
cblr-5118	728	14	ai	ai	VERB
cblr-5118	728	15	,	,	PUNCT
cblr-5118	728	16	the	the	DET
cblr-5118	728	17	business	business	NOUN
cblr-5118	728	18	judgment	judgment	NOUN
cblr-5118	728	19	rule	rule	NOUN
cblr-5118	728	20	would	would	AUX
cblr-5118	728	21	have	have	VERB
cblr-5118	728	22	to	to	PART
cblr-5118	728	23	be	be	AUX
cblr-5118	728	24	reformulated	reformulate	VERB
cblr-5118	728	25	.	.	PUNCT
cblr-5118	729	1	second	second	ADJ
cblr-5118	729	2	,	,	PUNCT
cblr-5118	729	3	recovery	recovery	NOUN
cblr-5118	729	4	by	by	ADP
cblr-5118	729	5	plaintiffs	plaintiff	NOUN
cblr-5118	729	6	would	would	AUX
cblr-5118	729	7	also	also	ADV
cblr-5118	729	8	be	be	AUX
cblr-5118	729	9	influenced	influence	VERB
cblr-5118	729	10	and	and	CCONJ
cblr-5118	729	11	potentially	potentially	ADV
cblr-5118	729	12	limited	limit	VERB
cblr-5118	729	13	by	by	ADP
cblr-5118	729	14	these	these	DET
cblr-5118	729	15	entities	entity	NOUN
cblr-5118	729	16	’	'	PUNCT
cblr-5118	729	17	financial	financial	ADJ
cblr-5118	729	18	resources	resource	NOUN
cblr-5118	729	19	(	(	PUNCT
cblr-5118	729	20	or	or	CCONJ
cblr-5118	729	21	,	,	PUNCT
cblr-5118	729	22	rather	rather	ADV
cblr-5118	729	23	,	,	PUNCT
cblr-5118	729	24	likely	likely	ADJ
cblr-5118	729	25	lack	lack	NOUN
cblr-5118	729	26	thereof	thereof	ADV
cblr-5118	729	27	)	)	PUNCT
cblr-5118	729	28	.	.	PUNCT
cblr-5118	730	1	thus	thus	ADV
cblr-5118	730	2	,	,	PUNCT
cblr-5118	730	3	how	how	SCONJ
cblr-5118	730	4	to	to	PART
cblr-5118	730	5	define	define	VERB
cblr-5118	730	6	and	and	CCONJ
cblr-5118	730	7	monitor	monitor	VERB
cblr-5118	730	8	applicable	applicable	ADJ
cblr-5118	730	9	standards	standard	NOUN
cblr-5118	730	10	of	of	ADP
cblr-5118	730	11	behavior	behavior	NOUN
cblr-5118	730	12	(	(	PUNCT
cblr-5118	730	13	consisting	consist	VERB
cblr-5118	730	14	essentially	essentially	ADV
cblr-5118	730	15	of	of	ADP
cblr-5118	730	16	ex	ex	ADJ
cblr-5118	730	17	ante	ante	NOUN
cblr-5118	730	18	coding	code	VERB
cblr-5118	730	19	standards	standard	NOUN
cblr-5118	730	20	for	for	ADP
cblr-5118	730	21	ai	ai	PROPN
cblr-5118	730	22	management	management	NOUN
cblr-5118	730	23	software	software	NOUN
cblr-5118	730	24	)	)	PUNCT
cblr-5118	730	25	will	will	AUX
cblr-5118	730	26	be	be	AUX
cblr-5118	730	27	difficult	difficult	ADJ
cblr-5118	730	28	questions	question	NOUN
cblr-5118	730	29	in	in	ADP
cblr-5118	730	30	the	the	DET
cblr-5118	730	31	context	context	NOUN
cblr-5118	730	32	of	of	ADP
cblr-5118	730	33	liability	liability	NOUN
cblr-5118	730	34	for	for	ADP
cblr-5118	730	35	ai	ai	VERB
cblr-5118	730	36	entities.203	entities.203	NUM
cblr-5118	730	37	the	the	DET
cblr-5118	730	38	second	second	ADJ
cblr-5118	730	39	option	option	NOUN
cblr-5118	730	40	would	would	AUX
cblr-5118	730	41	be	be	AUX
cblr-5118	730	42	completely	completely	ADV
cblr-5118	730	43	abolishing	abolish	VERB
cblr-5118	730	44	personal	personal	ADJ
cblr-5118	730	45	liability	liability	NOUN
cblr-5118	730	46	for	for	ADP
cblr-5118	730	47	corporate	corporate	ADJ
cblr-5118	730	48	managers	manager	NOUN
cblr-5118	730	49	.	.	PUNCT
cblr-5118	731	1	this	this	DET
cblr-5118	731	2	loss	loss	NOUN
cblr-5118	731	3	of	of	ADP
cblr-5118	731	4	the	the	DET
cblr-5118	731	5	possibility	possibility	NOUN
cblr-5118	731	6	of	of	ADP
cblr-5118	731	7	holding	hold	VERB
cblr-5118	731	8	managers	manager	NOUN
cblr-5118	731	9	liable	liable	ADJ
cblr-5118	731	10	could	could	AUX
cblr-5118	731	11	have	have	VERB
cblr-5118	731	12	a	a	DET
cblr-5118	731	13	number	number	NOUN
cblr-5118	731	14	of	of	ADP
cblr-5118	731	15	consequences	consequence	NOUN
cblr-5118	731	16	.	.	PUNCT
cblr-5118	732	1	first	first	ADV
cblr-5118	732	2	,	,	PUNCT
cblr-5118	732	3	there	there	PRON
cblr-5118	732	4	is	be	VERB
cblr-5118	732	5	the	the	DET
cblr-5118	732	6	question	question	NOUN
cblr-5118	732	7	as	as	ADP
cblr-5118	732	8	to	to	ADP
cblr-5118	732	9	whether	whether	SCONJ
cblr-5118	732	10	the	the	DET
cblr-5118	732	11	absence	absence	NOUN
cblr-5118	732	12	of	of	ADP
cblr-5118	732	13	potential	potential	ADJ
cblr-5118	732	14	personal	personal	ADJ
cblr-5118	732	15	liability	liability	NOUN
cblr-5118	732	16	and	and	CCONJ
cblr-5118	732	17	the	the	DET
cblr-5118	732	18	corresponding	corresponding	ADJ
cblr-5118	732	19	lack	lack	NOUN
cblr-5118	732	20	of	of	ADP
cblr-5118	732	21	deterrence	deterrence	NOUN
cblr-5118	732	22	would	would	AUX
cblr-5118	732	23	make	make	VERB
cblr-5118	732	24	managers	manager	NOUN
cblr-5118	732	25	less	less	ADV
cblr-5118	732	26	careful	careful	ADJ
cblr-5118	732	27	.	.	PUNCT
cblr-5118	733	1	however	however	ADV
cblr-5118	733	2	,	,	PUNCT
cblr-5118	733	3	deterrence	deterrence	NOUN
cblr-5118	733	4	would	would	AUX
cblr-5118	733	5	arguably	arguably	ADV
cblr-5118	733	6	be	be	AUX
cblr-5118	733	7	difficult	difficult	ADJ
cblr-5118	733	8	,	,	PUNCT
cblr-5118	733	9	if	if	SCONJ
cblr-5118	733	10	not	not	PART
cblr-5118	733	11	impossible	impossible	ADJ
cblr-5118	733	12	,	,	PUNCT
cblr-5118	733	13	to	to	PART
cblr-5118	733	14	achieve	achieve	VERB
cblr-5118	733	15	for	for	ADP
cblr-5118	733	16	ai	ai	PROPN
cblr-5118	733	17	entities	entity	NOUN
cblr-5118	733	18	.	.	PUNCT
cblr-5118	734	1	it	it	PRON
cblr-5118	734	2	would	would	AUX
cblr-5118	734	3	likely	likely	ADV
cblr-5118	734	4	also	also	ADV
cblr-5118	734	5	be	be	AUX
cblr-5118	734	6	unnecessary	unnecessary	ADJ
cblr-5118	734	7	for	for	ADP
cblr-5118	734	8	a	a	DET
cblr-5118	734	9	properly	properly	ADV
cblr-5118	734	10	programmed	program	VERB
cblr-5118	734	11	artificial	artificial	ADJ
cblr-5118	734	12	entity	entity	NOUN
cblr-5118	734	13	,	,	PUNCT
cblr-5118	734	14	which	which	PRON
cblr-5118	734	15	can	can	AUX
cblr-5118	734	16	be	be	AUX
cblr-5118	734	17	instructed	instruct	VERB
cblr-5118	734	18	to	to	PART
cblr-5118	734	19	always	always	ADV
cblr-5118	734	20	adhere	adhere	VERB
cblr-5118	734	21	to	to	ADP
cblr-5118	734	22	the	the	DET
cblr-5118	734	23	required	require	VERB
cblr-5118	734	24	legal	legal	ADJ
cblr-5118	734	25	norms	norm	NOUN
cblr-5118	734	26	.	.	PUNCT
cblr-5118	735	1	second	second	ADV
cblr-5118	735	2	,	,	PUNCT
cblr-5118	735	3	plaintiffs	plaintiff	NOUN
cblr-5118	735	4	would	would	AUX
cblr-5118	735	5	lose	lose	VERB
cblr-5118	735	6	a	a	DET
cblr-5118	735	7	class	class	NOUN
cblr-5118	735	8	of	of	ADP
cblr-5118	735	9	potential	potential	ADJ
cblr-5118	735	10	defendants	defendant	NOUN
cblr-5118	735	11	,	,	PUNCT
cblr-5118	735	12	and	and	CCONJ
cblr-5118	735	13	hence	hence	ADV
cblr-5118	735	14	a	a	DET
cblr-5118	735	15	potential	potential	ADJ
cblr-5118	735	16	pool	pool	NOUN
cblr-5118	735	17	of	of	ADP
cblr-5118	735	18	assets	asset	NOUN
cblr-5118	735	19	that	that	PRON
cblr-5118	735	20	could	could	AUX
cblr-5118	735	21	help	help	VERB
cblr-5118	735	22	compensate	compensate	VERB
cblr-5118	735	23	shareholders	shareholder	NOUN
cblr-5118	735	24	and/or	and/or	CCONJ
cblr-5118	735	25	their	their	PRON
cblr-5118	735	26	companies	company	NOUN
cblr-5118	735	27	in	in	ADP
cblr-5118	735	28	cases	case	NOUN
cblr-5118	735	29	2016	2016	NUM
cblr-5118	735	30	)	)	PUNCT
cblr-5118	735	31	,	,	PUNCT
cblr-5118	735	32	https://www.europarl.europa.eu/doceo/document/juri-pr582443_en.pdf	https://www.europarl.europa.eu/doceo/document/juri-pr582443_en.pdf	X
cblr-5118	736	1	[	[	X
cblr-5118	736	2	https://perma.cc/n9dq-kc2d	https://perma.cc/n9dq-kc2d	X
cblr-5118	736	3	]	]	X
cblr-5118	736	4	;	;	PUNCT
cblr-5118	736	5	directorate	directorate	ADJ
cblr-5118	736	6	-	-	PUNCT
cblr-5118	736	7	general	general	ADJ
cblr-5118	736	8	for	for	ADP
cblr-5118	736	9	internal	internal	ADJ
cblr-5118	736	10	policies	policy	NOUN
cblr-5118	736	11	,	,	PUNCT
cblr-5118	736	12	european	european	ADJ
cblr-5118	736	13	civil	civil	ADJ
cblr-5118	736	14	law	law	NOUN
cblr-5118	736	15	rules	rule	VERB
cblr-5118	736	16	in	in	ADP
cblr-5118	736	17	robotics	robotic	NOUN
cblr-5118	736	18	,	,	PUNCT
cblr-5118	736	19	pe	pe	X
cblr-5118	736	20	571.379	571.379	NUM
cblr-5118	736	21	,	,	PUNCT
cblr-5118	736	22	14	14	NUM
cblr-5118	736	23	(	(	PUNCT
cblr-5118	736	24	oct	oct	PROPN
cblr-5118	736	25	.	.	PROPN
cblr-5118	736	26	2016	2016	NUM
cblr-5118	736	27	)	)	PUNCT
cblr-5118	736	28	,	,	PUNCT
cblr-5118	737	1	https://www.europarl.europa.eu/regdata/etudes/stud/2016/571379/ipol	https://www.europarl.europa.eu/regdata/etudes/stud/2016/571379/ipol	NOUN
cblr-5118	737	2	_	_	PUNCT
cblr-5118	738	1	stu(2016)571379_en.pdf	stu(2016)571379_en.pdf	NOUN
cblr-5118	738	2	[	[	X
cblr-5118	738	3	https://perma.cc/7p7q-8h5r	https://perma.cc/7p7q-8h5r	PROPN
cblr-5118	738	4	]	]	PUNCT
cblr-5118	738	5	.	.	PUNCT
cblr-5118	739	1	203	203	NUM
cblr-5118	739	2	möslein	möslein	PROPN
cblr-5118	739	3	has	have	AUX
cblr-5118	739	4	suggested	suggest	VERB
cblr-5118	739	5	that	that	SCONJ
cblr-5118	739	6	governmental	governmental	ADJ
cblr-5118	739	7	control	control	NOUN
cblr-5118	739	8	of	of	ADP
cblr-5118	739	9	algorithms	algorithm	NOUN
cblr-5118	739	10	and	and	CCONJ
cblr-5118	739	11	new	new	ADJ
cblr-5118	739	12	enforcement	enforcement	NOUN
cblr-5118	739	13	mechanisms	mechanism	NOUN
cblr-5118	739	14	may	may	AUX
cblr-5118	739	15	be	be	AUX
cblr-5118	739	16	needed	need	VERB
cblr-5118	739	17	“	"	PUNCT
cblr-5118	739	18	because	because	SCONJ
cblr-5118	739	19	the	the	DET
cblr-5118	739	20	control	control	NOUN
cblr-5118	739	21	of	of	ADP
cblr-5118	739	22	algorithms	algorithm	NOUN
cblr-5118	739	23	requires	require	VERB
cblr-5118	739	24	a	a	DET
cblr-5118	739	25	comprehensive	comprehensive	ADJ
cblr-5118	739	26	technical	technical	ADJ
cblr-5118	739	27	know	know	NOUN
cblr-5118	739	28	-	-	PUNCT
cblr-5118	739	29	how	how	SCONJ
cblr-5118	739	30	that	that	PRON
cblr-5118	739	31	can	can	AUX
cblr-5118	739	32	neither	neither	CCONJ
cblr-5118	739	33	be	be	AUX
cblr-5118	739	34	expected	expect	VERB
cblr-5118	739	35	from	from	ADP
cblr-5118	739	36	shareholders	shareholder	NOUN
cblr-5118	739	37	,	,	PUNCT
cblr-5118	739	38	nomination	nomination	NOUN
cblr-5118	739	39	committees	committee	NOUN
cblr-5118	739	40	or	or	CCONJ
cblr-5118	739	41	supervisory	supervisory	ADJ
cblr-5118	739	42	boards	board	NOUN
cblr-5118	739	43	,	,	PUNCT
cblr-5118	739	44	nor	nor	CCONJ
cblr-5118	739	45	from	from	ADP
cblr-5118	739	46	courts	court	NOUN
cblr-5118	739	47	.	.	PUNCT
cblr-5118	739	48	.	.	PUNCT
cblr-5118	739	49	.	.	PUNCT
cblr-5118	739	50	.	.	PUNCT
cblr-5118	739	51	”	"	PUNCT
cblr-5118	740	1	möslein	möslein	PROPN
cblr-5118	740	2	,	,	PUNCT
cblr-5118	740	3	supra	supra	PROPN
cblr-5118	740	4	note	note	NOUN
cblr-5118	740	5	104	104	NUM
cblr-5118	740	6	,	,	PUNCT
cblr-5118	740	7	at	at	ADP
cblr-5118	740	8	667	667	NUM
cblr-5118	740	9	.	.	PUNCT
cblr-5118	741	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	741	2	(	(	PUNCT
cblr-5118	741	3	do	do	AUX
cblr-5118	741	4	not	not	PART
cblr-5118	741	5	delete	delete	VERB
cblr-5118	741	6	)	)	PUNCT
cblr-5118	741	7	1/8/2020	1/8/2020	NUM
cblr-5118	741	8	4:46	4:46	NUM
cblr-5118	741	9	pm	pm	NOUN
cblr-5118	741	10	no	no	INTJ
cblr-5118	741	11	.	.	PUNCT
cblr-5118	742	1	3:965	3:965	NUM
cblr-5118	742	2	]	]	X
cblr-5118	742	3	corporate	corporate	ADJ
cblr-5118	742	4	management	management	NOUN
cblr-5118	742	5	in	in	ADP
cblr-5118	742	6	the	the	DET
cblr-5118	742	7	age	age	NOUN
cblr-5118	742	8	of	of	ADP
cblr-5118	742	9	ai	ai	PROPN
cblr-5118	742	10	1017	1017	NUM
cblr-5118	742	11	of	of	ADP
cblr-5118	742	12	damages	damage	NOUN
cblr-5118	742	13	.	.	PUNCT
cblr-5118	743	1	yet	yet	ADV
cblr-5118	743	2	,	,	PUNCT
cblr-5118	743	3	given	give	VERB
cblr-5118	743	4	the	the	DET
cblr-5118	743	5	already	already	ADV
cblr-5118	743	6	low	low	ADJ
cblr-5118	743	7	success	success	NOUN
cblr-5118	743	8	rate	rate	NOUN
cblr-5118	743	9	of	of	ADP
cblr-5118	743	10	lawsuits	lawsuit	NOUN
cblr-5118	743	11	against	against	ADP
cblr-5118	743	12	managers,204	managers,204	PROPN
cblr-5118	743	13	such	such	DET
cblr-5118	743	14	a	a	DET
cblr-5118	743	15	loss	loss	NOUN
cblr-5118	743	16	of	of	ADP
cblr-5118	743	17	personal	personal	ADJ
cblr-5118	743	18	liability	liability	NOUN
cblr-5118	743	19	would	would	AUX
cblr-5118	743	20	be	be	AUX
cblr-5118	743	21	limited	limit	VERB
cblr-5118	743	22	in	in	ADP
cblr-5118	743	23	its	its	PRON
cblr-5118	743	24	impact	impact	NOUN
cblr-5118	743	25	,	,	PUNCT
cblr-5118	743	26	at	at	ADP
cblr-5118	743	27	least	least	ADJ
cblr-5118	743	28	in	in	ADP
cblr-5118	743	29	the	the	DET
cblr-5118	743	30	case	case	NOUN
cblr-5118	743	31	of	of	ADP
cblr-5118	743	32	public	public	ADJ
cblr-5118	743	33	companies	company	NOUN
cblr-5118	743	34	.	.	PUNCT
cblr-5118	744	1	furthermore	furthermore	ADV
cblr-5118	744	2	,	,	PUNCT
cblr-5118	744	3	companies	company	NOUN
cblr-5118	744	4	which	which	PRON
cblr-5118	744	5	use	use	VERB
cblr-5118	744	6	ai	ai	VERB
cblr-5118	744	7	management	management	NOUN
cblr-5118	744	8	systems	system	NOUN
cblr-5118	744	9	would	would	AUX
cblr-5118	744	10	still	still	ADV
cblr-5118	744	11	have	have	VERB
cblr-5118	744	12	the	the	DET
cblr-5118	744	13	option	option	NOUN
cblr-5118	744	14	to	to	PART
cblr-5118	744	15	bring	bring	VERB
cblr-5118	744	16	direct	direct	ADJ
cblr-5118	744	17	actions	action	NOUN
cblr-5118	744	18	against	against	ADP
cblr-5118	744	19	third	third	ADJ
cblr-5118	744	20	-	-	PUNCT
cblr-5118	744	21	party	party	NOUN
cblr-5118	744	22	ai	ai	PROPN
cblr-5118	744	23	software	software	NOUN
cblr-5118	744	24	providers	provider	NOUN
cblr-5118	744	25	based	base	VERB
cblr-5118	744	26	on	on	ADP
cblr-5118	744	27	contractual	contractual	ADJ
cblr-5118	744	28	claims	claim	NOUN
cblr-5118	744	29	.	.	PUNCT
cblr-5118	745	1	contrary	contrary	ADJ
cblr-5118	745	2	to	to	ADP
cblr-5118	745	3	today	today	NOUN
cblr-5118	745	4	’s	’s	PART
cblr-5118	745	5	problem	problem	NOUN
cblr-5118	745	6	that	that	SCONJ
cblr-5118	745	7	boards	board	NOUN
cblr-5118	745	8	may	may	AUX
cblr-5118	745	9	be	be	AUX
cblr-5118	745	10	reluctant	reluctant	ADJ
cblr-5118	745	11	to	to	PART
cblr-5118	745	12	bring	bring	VERB
cblr-5118	745	13	actions	action	NOUN
cblr-5118	745	14	against	against	ADP
cblr-5118	745	15	fellow	fellow	ADJ
cblr-5118	745	16	directors	director	NOUN
cblr-5118	745	17	or	or	CCONJ
cblr-5118	745	18	managers,205	managers,205	PROPN
cblr-5118	745	19	boards	board	NOUN
cblr-5118	745	20	would	would	AUX
cblr-5118	745	21	face	face	VERB
cblr-5118	745	22	no	no	DET
cblr-5118	745	23	such	such	ADJ
cblr-5118	745	24	concern	concern	NOUN
cblr-5118	745	25	when	when	SCONJ
cblr-5118	745	26	it	it	PRON
cblr-5118	745	27	comes	come	VERB
cblr-5118	745	28	to	to	ADP
cblr-5118	745	29	third	third	ADJ
cblr-5118	745	30	parties	party	NOUN
cblr-5118	745	31	that	that	PRON
cblr-5118	745	32	provided	provide	VERB
cblr-5118	745	33	an	an	DET
cblr-5118	745	34	allegedly	allegedly	ADV
cblr-5118	745	35	faulty	faulty	ADJ
cblr-5118	745	36	product	product	NOUN
cblr-5118	745	37	or	or	CCONJ
cblr-5118	745	38	service	service	NOUN
cblr-5118	745	39	.	.	PUNCT
cblr-5118	746	1	this	this	PRON
cblr-5118	746	2	may	may	AUX
cblr-5118	746	3	lead	lead	VERB
cblr-5118	746	4	to	to	ADP
cblr-5118	746	5	more	more	ADJ
cblr-5118	746	6	lawsuits	lawsuit	NOUN
cblr-5118	746	7	and	and	CCONJ
cblr-5118	746	8	financial	financial	ADJ
cblr-5118	746	9	recovery	recovery	NOUN
cblr-5118	746	10	.	.	PUNCT
cblr-5118	747	1	the	the	DET
cblr-5118	747	2	biggest	big	ADJ
cblr-5118	747	3	change	change	NOUN
cblr-5118	747	4	in	in	ADP
cblr-5118	747	5	liability	liability	NOUN
cblr-5118	747	6	exposure	exposure	NOUN
cblr-5118	747	7	,	,	PUNCT
cblr-5118	747	8	however	however	ADV
cblr-5118	747	9	,	,	PUNCT
cblr-5118	747	10	would	would	AUX
cblr-5118	747	11	likely	likely	ADV
cblr-5118	747	12	be	be	AUX
cblr-5118	747	13	felt	feel	VERB
cblr-5118	747	14	in	in	ADP
cblr-5118	747	15	nonshareholder	nonshareholder	PROPN
cblr-5118	747	16	third	third	PROPN
cblr-5118	747	17	party	party	PROPN
cblr-5118	747	18	claims	claim	NOUN
cblr-5118	747	19	against	against	ADP
cblr-5118	747	20	the	the	DET
cblr-5118	747	21	corporation	corporation	NOUN
cblr-5118	747	22	,	,	PUNCT
cblr-5118	747	23	particularly	particularly	ADV
cblr-5118	747	24	those	those	PRON
cblr-5118	747	25	based	base	VERB
cblr-5118	747	26	on	on	ADP
cblr-5118	747	27	torts	tort	NOUN
cblr-5118	747	28	or	or	CCONJ
cblr-5118	747	29	criminal	criminal	ADJ
cblr-5118	747	30	and	and	CCONJ
cblr-5118	747	31	regulatory	regulatory	ADJ
cblr-5118	747	32	offenses	offense	NOUN
cblr-5118	747	33	.	.	PUNCT
cblr-5118	748	1	in	in	ADP
cblr-5118	748	2	these	these	DET
cblr-5118	748	3	cases	case	NOUN
cblr-5118	748	4	,	,	PUNCT
cblr-5118	748	5	all	all	DET
cblr-5118	748	6	liability	liability	NOUN
cblr-5118	748	7	would	would	AUX
cblr-5118	748	8	necessarily	necessarily	ADV
cblr-5118	748	9	have	have	VERB
cblr-5118	748	10	to	to	PART
cblr-5118	748	11	be	be	AUX
cblr-5118	748	12	channeled	channel	VERB
cblr-5118	748	13	to	to	ADP
cblr-5118	748	14	the	the	DET
cblr-5118	748	15	corporate	corporate	ADJ
cblr-5118	748	16	entity	entity	NOUN
cblr-5118	748	17	itself	itself	PRON
cblr-5118	748	18	as	as	SCONJ
cblr-5118	748	19	its	its	PRON
cblr-5118	748	20	managers	manager	NOUN
cblr-5118	748	21	would	would	AUX
cblr-5118	748	22	be	be	AUX
cblr-5118	748	23	unavailable	unavailable	ADJ
cblr-5118	748	24	as	as	ADP
cblr-5118	748	25	(	(	PUNCT
cblr-5118	748	26	exclusive	exclusive	ADJ
cblr-5118	748	27	,	,	PUNCT
cblr-5118	748	28	or	or	CCONJ
cblr-5118	748	29	,	,	PUNCT
cblr-5118	748	30	together	together	ADV
cblr-5118	748	31	with	with	ADP
cblr-5118	748	32	the	the	DET
cblr-5118	748	33	entity	entity	NOUN
cblr-5118	748	34	,	,	PUNCT
cblr-5118	748	35	joint	joint	NOUN
cblr-5118	748	36	)	)	PUNCT
cblr-5118	748	37	defendants.206	defendants.206	VERB
cblr-5118	748	38	the	the	DET
cblr-5118	748	39	third	third	ADJ
cblr-5118	748	40	option	option	NOUN
cblr-5118	748	41	for	for	ADP
cblr-5118	748	42	a	a	DET
cblr-5118	748	43	future	future	ADJ
cblr-5118	748	44	corporate	corporate	ADJ
cblr-5118	748	45	liability	liability	NOUN
cblr-5118	748	46	framework	framework	NOUN
cblr-5118	748	47	is	be	AUX
cblr-5118	748	48	that	that	SCONJ
cblr-5118	748	49	the	the	DET
cblr-5118	748	50	creators	creator	NOUN
cblr-5118	748	51	,	,	PUNCT
cblr-5118	748	52	distributors	distributor	NOUN
cblr-5118	748	53	,	,	PUNCT
cblr-5118	748	54	sellers	seller	NOUN
cblr-5118	748	55	,	,	PUNCT
cblr-5118	748	56	or	or	CCONJ
cblr-5118	748	57	other	other	ADJ
cblr-5118	748	58	providers	provider	NOUN
cblr-5118	748	59	of	of	ADP
cblr-5118	748	60	managerial	managerial	ADJ
cblr-5118	748	61	ai	ai	PROPN
cblr-5118	748	62	software	software	NOUN
cblr-5118	748	63	(	(	PUNCT
cblr-5118	748	64	the	the	DET
cblr-5118	748	65	“	"	PUNCT
cblr-5118	748	66	ai	ai	PROPN
cblr-5118	748	67	providers	provider	NOUN
cblr-5118	748	68	”	"	PUNCT
cblr-5118	748	69	)	)	PUNCT
cblr-5118	748	70	would	would	AUX
cblr-5118	748	71	become	become	VERB
cblr-5118	748	72	the	the	DET
cblr-5118	748	73	primary	primary	ADJ
cblr-5118	748	74	potential	potential	ADJ
cblr-5118	748	75	defendants	defendant	NOUN
cblr-5118	748	76	in	in	ADP
cblr-5118	748	77	cases	case	NOUN
cblr-5118	748	78	of	of	ADP
cblr-5118	748	79	claims	claim	NOUN
cblr-5118	748	80	previously	previously	ADV
cblr-5118	748	81	directed	direct	VERB
cblr-5118	748	82	towards	towards	ADP
cblr-5118	748	83	managers.207	managers.207	NOUN
cblr-5118	748	84	in	in	ADP
cblr-5118	748	85	addition	addition	NOUN
cblr-5118	748	86	to	to	ADP
cblr-5118	748	87	exposure	exposure	NOUN
cblr-5118	748	88	to	to	ADP
cblr-5118	748	89	claims	claim	NOUN
cblr-5118	748	90	brought	bring	VERB
cblr-5118	748	91	by	by	ADP
cblr-5118	748	92	corporations	corporation	NOUN
cblr-5118	748	93	using	use	VERB
cblr-5118	748	94	their	their	PRON
cblr-5118	748	95	ai	ai	ADJ
cblr-5118	748	96	software	software	NOUN
cblr-5118	748	97	,	,	PUNCT
cblr-5118	748	98	novel	novel	ADJ
cblr-5118	748	99	rules	rule	NOUN
cblr-5118	748	100	could	could	AUX
cblr-5118	748	101	allow	allow	VERB
cblr-5118	748	102	shareholders	shareholder	NOUN
cblr-5118	748	103	and	and	CCONJ
cblr-5118	748	104	potentially	potentially	ADV
cblr-5118	748	105	third	third	ADJ
cblr-5118	748	106	parties	party	NOUN
cblr-5118	748	107	to	to	PART
cblr-5118	748	108	sue	sue	VERB
cblr-5118	748	109	ai	ai	NOUN
cblr-5118	748	110	providers	provider	NOUN
cblr-5118	748	111	directly	directly	ADV
cblr-5118	748	112	or	or	CCONJ
cblr-5118	748	113	derivatively	derivatively	ADV
cblr-5118	748	114	.	.	PUNCT
cblr-5118	749	1	such	such	DET
cblr-5118	749	2	a	a	DET
cblr-5118	749	3	system	system	NOUN
cblr-5118	749	4	may	may	AUX
cblr-5118	749	5	even	even	ADV
cblr-5118	749	6	impose	impose	VERB
cblr-5118	749	7	a	a	DET
cblr-5118	749	8	new	new	ADJ
cblr-5118	749	9	fiduciary	fiduciary	ADJ
cblr-5118	749	10	status	status	NOUN
cblr-5118	749	11	for	for	ADP
cblr-5118	749	12	software	software	NOUN
cblr-5118	749	13	developers	developer	NOUN
cblr-5118	749	14	,	,	PUNCT
cblr-5118	749	15	as	as	SCONJ
cblr-5118	749	16	204	204	NUM
cblr-5118	749	17	see	see	VERB
cblr-5118	749	18	supra	supra	PROPN
cblr-5118	749	19	notes	note	NOUN
cblr-5118	749	20	192–194	192–194	NUM
cblr-5118	749	21	and	and	CCONJ
cblr-5118	749	22	accompanying	accompany	VERB
cblr-5118	749	23	text	text	NOUN
cblr-5118	749	24	.	.	PUNCT
cblr-5118	750	1	205	205	NUM
cblr-5118	750	2	see	see	VERB
cblr-5118	750	3	,	,	PUNCT
cblr-5118	750	4	e.g.	e.g.	ADV
cblr-5118	750	5	,	,	PUNCT
cblr-5118	750	6	claire	claire	PROPN
cblr-5118	750	7	a.	a.	PROPN
cblr-5118	750	8	hill	hill	PROPN
cblr-5118	750	9	&	&	CCONJ
cblr-5118	750	10	brett	brett	PROPN
cblr-5118	750	11	h.	h.	PROPN
cblr-5118	750	12	mcdonnell	mcdonnell	PROPN
cblr-5118	750	13	,	,	PUNCT
cblr-5118	750	14	disney	disney	PROPN
cblr-5118	750	15	,	,	PUNCT
cblr-5118	750	16	good	good	ADJ
cblr-5118	750	17	faith	faith	NOUN
cblr-5118	750	18	,	,	PUNCT
cblr-5118	750	19	and	and	CCONJ
cblr-5118	750	20	structural	structural	ADJ
cblr-5118	750	21	bias	bias	NOUN
cblr-5118	750	22	,	,	PUNCT
cblr-5118	750	23	32	32	NUM
cblr-5118	750	24	j.	j.	PROPN
cblr-5118	750	25	corp	corp	PROPN
cblr-5118	750	26	.	.	PROPN
cblr-5118	750	27	l.	l.	PROPN
cblr-5118	750	28	833	833	NUM
cblr-5118	750	29	,	,	PUNCT
cblr-5118	750	30	839	839	NUM
cblr-5118	750	31	(	(	PUNCT
cblr-5118	750	32	2007	2007	NUM
cblr-5118	750	33	)	)	PUNCT
cblr-5118	750	34	(	(	PUNCT
cblr-5118	750	35	discussing	discuss	VERB
cblr-5118	750	36	demand	demand	NOUN
cblr-5118	750	37	requirements	requirement	NOUN
cblr-5118	750	38	in	in	ADP
cblr-5118	750	39	derivative	derivative	ADJ
cblr-5118	750	40	suits	suit	NOUN
cblr-5118	750	41	)	)	PUNCT
cblr-5118	750	42	.	.	PUNCT
cblr-5118	751	1	206	206	NUM
cblr-5118	751	2	the	the	DET
cblr-5118	751	3	same	same	ADJ
cblr-5118	751	4	is	be	AUX
cblr-5118	751	5	true	true	ADJ
cblr-5118	751	6	for	for	ADP
cblr-5118	751	7	(	(	PUNCT
cblr-5118	751	8	rare	rare	ADJ
cblr-5118	751	9	)	)	PUNCT
cblr-5118	751	10	instances	instance	NOUN
cblr-5118	751	11	of	of	ADP
cblr-5118	751	12	direct	direct	ADJ
cblr-5118	751	13	claims	claim	NOUN
cblr-5118	751	14	by	by	ADP
cblr-5118	751	15	shareholders	shareholder	NOUN
cblr-5118	751	16	against	against	ADP
cblr-5118	751	17	directors	director	NOUN
cblr-5118	751	18	.	.	PUNCT
cblr-5118	752	1	207	207	NUM
cblr-5118	752	2	this	this	PRON
cblr-5118	752	3	would	would	AUX
cblr-5118	752	4	be	be	AUX
cblr-5118	752	5	in	in	ADP
cblr-5118	752	6	addition	addition	NOUN
cblr-5118	752	7	to	to	ADP
cblr-5118	752	8	claims	claim	NOUN
cblr-5118	752	9	that	that	SCONJ
cblr-5118	752	10	corporations	corporation	NOUN
cblr-5118	752	11	that	that	PRON
cblr-5118	752	12	use	use	VERB
cblr-5118	752	13	their	their	PRON
cblr-5118	752	14	ai	ai	ADJ
cblr-5118	752	15	management	management	NOUN
cblr-5118	752	16	systems	system	NOUN
cblr-5118	752	17	users	user	NOUN
cblr-5118	752	18	might	might	AUX
cblr-5118	752	19	bring	bring	VERB
cblr-5118	752	20	against	against	ADP
cblr-5118	752	21	them	they	PRON
cblr-5118	752	22	,	,	PUNCT
cblr-5118	752	23	based	base	VERB
cblr-5118	752	24	on	on	ADP
cblr-5118	752	25	contractual	contractual	ADJ
cblr-5118	752	26	or	or	CCONJ
cblr-5118	752	27	extra	extra	ADJ
cblr-5118	752	28	-	-	ADJ
cblr-5118	752	29	contractual	contractual	ADJ
cblr-5118	752	30	grounds	ground	NOUN
cblr-5118	752	31	and	and	CCONJ
cblr-5118	752	32	in	in	ADP
cblr-5118	752	33	cases	case	NOUN
cblr-5118	752	34	where	where	SCONJ
cblr-5118	752	35	due	due	ADJ
cblr-5118	752	36	to	to	ADP
cblr-5118	752	37	faults	fault	NOUN
cblr-5118	752	38	in	in	ADP
cblr-5118	752	39	the	the	DET
cblr-5118	752	40	system	system	NOUN
cblr-5118	752	41	the	the	DET
cblr-5118	752	42	corporation	corporation	NOUN
cblr-5118	752	43	suffered	suffer	VERB
cblr-5118	752	44	direct	direct	ADJ
cblr-5118	752	45	or	or	CCONJ
cblr-5118	752	46	indirect	indirect	ADJ
cblr-5118	752	47	harm	harm	NOUN
cblr-5118	752	48	.	.	PUNCT
cblr-5118	753	1	on	on	ADP
cblr-5118	753	2	potential	potential	ADJ
cblr-5118	753	3	problems	problem	NOUN
cblr-5118	753	4	with	with	ADP
cblr-5118	753	5	this	this	DET
cblr-5118	753	6	approach	approach	NOUN
cblr-5118	753	7	,	,	PUNCT
cblr-5118	753	8	see	see	VERB
cblr-5118	753	9	armour	armour	NOUN
cblr-5118	753	10	&	&	CCONJ
cblr-5118	753	11	eidenmüller	eidenmüller	PROPN
cblr-5118	753	12	,	,	PUNCT
cblr-5118	753	13	supra	supra	PROPN
cblr-5118	753	14	note	note	NOUN
cblr-5118	753	15	169	169	NUM
cblr-5118	753	16	,	,	PUNCT
cblr-5118	753	17	at	at	ADP
cblr-5118	753	18	34	34	NUM
cblr-5118	753	19	n.88	n.88	NOUN
cblr-5118	753	20	.	.	PROPN
cblr-5118	753	21	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	753	22	(	(	PUNCT
cblr-5118	753	23	do	do	AUX
cblr-5118	753	24	not	not	PART
cblr-5118	753	25	delte	delte	VERB
cblr-5118	753	26	)	)	PUNCT
cblr-5118	753	27	1/8/2020	1/8/2020	NUM
cblr-5118	753	28	4:46	4:46	NUM
cblr-5118	753	29	pm	pm	NOUN
cblr-5118	753	30	1018	1018	NUM
cblr-5118	753	31	columbia	columbia	PROPN
cblr-5118	753	32	business	business	NOUN
cblr-5118	753	33	law	law	PROPN
cblr-5118	753	34	review	review	NOUN
cblr-5118	754	1	[	[	X
cblr-5118	754	2	vol	vol	NOUN
cblr-5118	754	3	.	.	PUNCT
cblr-5118	754	4	2019	2019	NUM
cblr-5118	754	5	one	one	NUM
cblr-5118	754	6	commentator	commentator	NOUN
cblr-5118	754	7	has	have	AUX
cblr-5118	754	8	recently	recently	ADV
cblr-5118	754	9	suggested.208	suggested.208	VERB
cblr-5118	754	10	these	these	DET
cblr-5118	754	11	claims	claim	NOUN
cblr-5118	754	12	would	would	AUX
cblr-5118	754	13	not	not	PART
cblr-5118	754	14	focus	focus	VERB
cblr-5118	754	15	on	on	ADP
cblr-5118	754	16	whether	whether	SCONJ
cblr-5118	754	17	an	an	DET
cblr-5118	754	18	individual	individual	NOUN
cblr-5118	754	19	was	be	AUX
cblr-5118	754	20	in	in	ADP
cblr-5118	754	21	breach	breach	NOUN
cblr-5118	754	22	of	of	ADP
cblr-5118	754	23	his	his	PRON
cblr-5118	754	24	or	or	CCONJ
cblr-5118	754	25	her	her	PRON
cblr-5118	754	26	duties	duty	NOUN
cblr-5118	754	27	,	,	PUNCT
cblr-5118	754	28	as	as	SCONJ
cblr-5118	754	29	they	they	PRON
cblr-5118	754	30	currently	currently	ADV
cblr-5118	754	31	do	do	VERB
cblr-5118	754	32	,	,	PUNCT
cblr-5118	754	33	but	but	CCONJ
cblr-5118	754	34	rather	rather	ADV
cblr-5118	754	35	whether	whether	SCONJ
cblr-5118	754	36	the	the	DET
cblr-5118	754	37	relevant	relevant	ADJ
cblr-5118	754	38	software	software	NOUN
cblr-5118	754	39	was	be	AUX
cblr-5118	754	40	properly	properly	ADV
cblr-5118	754	41	designed	design	VERB
cblr-5118	754	42	and	and	CCONJ
cblr-5118	754	43	programmed	program	VERB
cblr-5118	754	44	.	.	PUNCT
cblr-5118	755	1	this	this	PRON
cblr-5118	755	2	suggests	suggest	VERB
cblr-5118	755	3	that	that	SCONJ
cblr-5118	755	4	,	,	PUNCT
cblr-5118	755	5	under	under	ADP
cblr-5118	755	6	this	this	DET
cblr-5118	755	7	model	model	NOUN
cblr-5118	755	8	,	,	PUNCT
cblr-5118	755	9	liability	liability	NOUN
cblr-5118	755	10	for	for	ADP
cblr-5118	755	11	corporate	corporate	ADJ
cblr-5118	755	12	management	management	NOUN
cblr-5118	755	13	will	will	AUX
cblr-5118	755	14	evolve	evolve	VERB
cblr-5118	755	15	akin	akin	ADJ
cblr-5118	755	16	to	to	ADP
cblr-5118	755	17	today	today	NOUN
cblr-5118	755	18	’s	’s	PART
cblr-5118	755	19	system	system	NOUN
cblr-5118	755	20	of	of	ADP
cblr-5118	755	21	products	product	NOUN
cblr-5118	755	22	liability	liability	NOUN
cblr-5118	755	23	,	,	PUNCT
cblr-5118	755	24	especially	especially	ADV
cblr-5118	755	25	as	as	SCONJ
cblr-5118	755	26	it	it	PRON
cblr-5118	755	27	currently	currently	ADV
cblr-5118	755	28	applies	apply	VERB
cblr-5118	755	29	to	to	ADP
cblr-5118	755	30	software	software	NOUN
cblr-5118	755	31	programs	program	NOUN
cblr-5118	755	32	.	.	PUNCT
cblr-5118	756	1	thus	thus	ADV
cblr-5118	756	2	,	,	PUNCT
cblr-5118	756	3	liability	liability	NOUN
cblr-5118	756	4	could	could	AUX
cblr-5118	756	5	be	be	AUX
cblr-5118	756	6	based	base	VERB
cblr-5118	756	7	on	on	ADP
cblr-5118	756	8	theories	theory	NOUN
cblr-5118	756	9	of	of	ADP
cblr-5118	756	10	implied	imply	VERB
cblr-5118	756	11	warranty	warranty	NOUN
cblr-5118	756	12	,	,	PUNCT
cblr-5118	756	13	negligence	negligence	NOUN
cblr-5118	756	14	,	,	PUNCT
cblr-5118	756	15	“	"	PUNCT
cblr-5118	756	16	programming	programming	NOUN
cblr-5118	756	17	malpractice	malpractice	NOUN
cblr-5118	756	18	,	,	PUNCT
cblr-5118	756	19	”	"	PUNCT
cblr-5118	756	20	or	or	CCONJ
cblr-5118	756	21	even	even	ADV
cblr-5118	756	22	strict	strict	ADJ
cblr-5118	756	23	liability.209	liability.209	NOUN
cblr-5118	756	24	again	again	ADV
cblr-5118	756	25	,	,	PUNCT
cblr-5118	756	26	as	as	ADP
cblr-5118	756	27	for	for	ADP
cblr-5118	756	28	direct	direct	ADJ
cblr-5118	756	29	claims	claim	NOUN
cblr-5118	756	30	against	against	ADP
cblr-5118	756	31	aimanagement	aimanagement	NOUN
cblr-5118	756	32	entities	entity	NOUN
cblr-5118	756	33	,	,	PUNCT
cblr-5118	756	34	this	this	DET
cblr-5118	756	35	third	third	ADJ
cblr-5118	756	36	option	option	NOUN
cblr-5118	756	37	necessitates	necessitate	VERB
cblr-5118	756	38	clarity	clarity	NOUN
cblr-5118	756	39	on	on	ADP
cblr-5118	756	40	the	the	DET
cblr-5118	756	41	appropriate	appropriate	ADJ
cblr-5118	756	42	standards	standard	NOUN
cblr-5118	756	43	for	for	ADP
cblr-5118	756	44	ai	ai	PROPN
cblr-5118	756	45	management.210	management.210	PROPN
cblr-5118	756	46	d.	d.	PROPN
cblr-5118	756	47	corporate	corporate	ADJ
cblr-5118	756	48	purpose	purpose	NOUN
cblr-5118	756	49	for	for	ADP
cblr-5118	756	50	decades	decade	NOUN
cblr-5118	756	51	,	,	PUNCT
cblr-5118	756	52	scholars	scholar	NOUN
cblr-5118	756	53	,	,	PUNCT
cblr-5118	756	54	judges	judge	NOUN
cblr-5118	756	55	,	,	PUNCT
cblr-5118	756	56	and	and	CCONJ
cblr-5118	756	57	policymakers	policymaker	NOUN
cblr-5118	756	58	have	have	AUX
cblr-5118	756	59	grappled	grapple	VERB
cblr-5118	756	60	with	with	ADP
cblr-5118	756	61	defining	define	VERB
cblr-5118	756	62	the	the	DET
cblr-5118	756	63	corporation	corporation	NOUN
cblr-5118	756	64	’s	’	VERB
cblr-5118	756	65	proper	proper	ADJ
cblr-5118	756	66	purpose	purpose	NOUN
cblr-5118	756	67	and	and	CCONJ
cblr-5118	756	68	objectives.211	objectives.211	ADV
cblr-5118	756	69	in	in	ADP
cblr-5118	756	70	essence	essence	NOUN
cblr-5118	756	71	,	,	PUNCT
cblr-5118	756	72	the	the	DET
cblr-5118	756	73	main	main	ADJ
cblr-5118	756	74	question	question	NOUN
cblr-5118	756	75	over	over	ADP
cblr-5118	756	76	which	which	PRON
cblr-5118	756	77	there	there	PRON
cblr-5118	756	78	is	be	VERB
cblr-5118	756	79	disagreement	disagreement	NOUN
cblr-5118	756	80	concerns	concern	NOUN
cblr-5118	756	81	the	the	DET
cblr-5118	756	82	extent	extent	NOUN
cblr-5118	756	83	to	to	PART
cblr-5118	756	84	which	which	PRON
cblr-5118	756	85	businesses	business	NOUN
cblr-5118	756	86	should	should	AUX
cblr-5118	756	87	pursue	pursue	VERB
cblr-5118	756	88	or	or	CCONJ
cblr-5118	756	89	take	take	VERB
cblr-5118	756	90	into	into	ADP
cblr-5118	756	91	account	account	NOUN
cblr-5118	756	92	the	the	DET
cblr-5118	756	93	interests	interest	NOUN
cblr-5118	756	94	of	of	ADP
cblr-5118	756	95	non	non	PROPN
cblr-5118	756	96	208	208	NUM
cblr-5118	756	97	see	see	NOUN
cblr-5118	756	98	angela	angela	PROPN
cblr-5118	756	99	walch	walch	PROPN
cblr-5118	756	100	,	,	PUNCT
cblr-5118	756	101	in	in	ADP
cblr-5118	756	102	code(rs	code(rs	NOUN
cblr-5118	756	103	)	)	PUNCT
cblr-5118	756	104	we	we	PRON
cblr-5118	756	105	trust	trust	VERB
cblr-5118	756	106	:	:	PUNCT
cblr-5118	756	107	software	software	NOUN
cblr-5118	756	108	developers	developer	NOUN
cblr-5118	756	109	as	as	ADP
cblr-5118	756	110	fiduciaries	fiduciary	NOUN
cblr-5118	756	111	in	in	ADP
cblr-5118	756	112	public	public	ADJ
cblr-5118	756	113	blockchains	blockchain	NOUN
cblr-5118	756	114	,	,	PUNCT
cblr-5118	756	115	in	in	ADP
cblr-5118	756	116	regulating	regulate	VERB
cblr-5118	756	117	blockchain	blockchain	NOUN
cblr-5118	756	118	:	:	PUNCT
cblr-5118	756	119	technosocial	technosocial	ADJ
cblr-5118	756	120	and	and	CCONJ
cblr-5118	756	121	legal	legal	ADJ
cblr-5118	756	122	challenges	challenge	NOUN
cblr-5118	756	123	58	58	NUM
cblr-5118	756	124	,	,	PUNCT
cblr-5118	756	125	59	59	NUM
cblr-5118	756	126	(	(	PUNCT
cblr-5118	756	127	philipp	philipp	NOUN
cblr-5118	756	128	hacker	hacker	NOUN
cblr-5118	756	129	et	et	PROPN
cblr-5118	756	130	al	al	PROPN
cblr-5118	756	131	.	.	PROPN
cblr-5118	756	132	,	,	PUNCT
cblr-5118	756	133	eds	eds	PROPN
cblr-5118	756	134	.	.	PROPN
cblr-5118	756	135	,	,	PUNCT
cblr-5118	756	136	2019	2019	NUM
cblr-5118	756	137	)	)	PUNCT
cblr-5118	756	138	.	.	PUNCT
cblr-5118	757	1	209	209	NUM
cblr-5118	757	2	for	for	ADP
cblr-5118	757	3	a	a	DET
cblr-5118	757	4	comprehensive	comprehensive	ADJ
cblr-5118	757	5	overview	overview	NOUN
cblr-5118	757	6	of	of	ADP
cblr-5118	757	7	theories	theory	NOUN
cblr-5118	757	8	of	of	ADP
cblr-5118	757	9	liability	liability	NOUN
cblr-5118	757	10	in	in	ADP
cblr-5118	757	11	traditional	traditional	ADJ
cblr-5118	757	12	products	product	NOUN
cblr-5118	757	13	liability	liability	NOUN
cblr-5118	757	14	law	law	NOUN
cblr-5118	757	15	,	,	PUNCT
cblr-5118	757	16	see	see	VERB
cblr-5118	757	17	charles	charles	PROPN
cblr-5118	757	18	j.	j.	PROPN
cblr-5118	757	19	nagy	nagy	PROPN
cblr-5118	757	20	,	,	PUNCT
cblr-5118	757	21	american	american	ADJ
cblr-5118	757	22	law	law	NOUN
cblr-5118	757	23	of	of	ADP
cblr-5118	757	24	products	product	NOUN
cblr-5118	757	25	liability	liability	NOUN
cblr-5118	757	26	§	§	PROPN
cblr-5118	757	27	§	§	PROPN
cblr-5118	757	28	1:9–1:20	1:9–1:20	PROPN
cblr-5118	757	29	(	(	PUNCT
cblr-5118	757	30	3d	3d	PROPN
cblr-5118	757	31	ed	ed	NOUN
cblr-5118	757	32	.	.	PROPN
cblr-5118	757	33	2019	2019	NUM
cblr-5118	757	34	)	)	PUNCT
cblr-5118	757	35	.	.	PUNCT
cblr-5118	758	1	210	210	NUM
cblr-5118	758	2	as	as	SCONJ
cblr-5118	758	3	mentioned	mention	VERB
cblr-5118	758	4	above	above	ADV
cblr-5118	758	5	,	,	PUNCT
cblr-5118	758	6	the	the	DET
cblr-5118	758	7	rise	rise	NOUN
cblr-5118	758	8	of	of	ADP
cblr-5118	758	9	artificial	artificial	ADJ
cblr-5118	758	10	managers	manager	NOUN
cblr-5118	758	11	might	might	AUX
cblr-5118	758	12	coincide	coincide	VERB
cblr-5118	758	13	with	with	ADP
cblr-5118	758	14	the	the	DET
cblr-5118	758	15	rise	rise	NOUN
cblr-5118	758	16	of	of	ADP
cblr-5118	758	17	large	large	ADJ
cblr-5118	758	18	commercial	commercial	ADJ
cblr-5118	758	19	providers	provider	NOUN
cblr-5118	758	20	of	of	ADP
cblr-5118	758	21	corporate	corporate	ADJ
cblr-5118	758	22	management	management	NOUN
cblr-5118	758	23	software	software	NOUN
cblr-5118	758	24	,	,	PUNCT
cblr-5118	758	25	given	give	VERB
cblr-5118	758	26	the	the	DET
cblr-5118	758	27	advantages	advantage	NOUN
cblr-5118	758	28	of	of	ADP
cblr-5118	758	29	scale	scale	NOUN
cblr-5118	758	30	in	in	ADP
cblr-5118	758	31	terms	term	NOUN
cblr-5118	758	32	of	of	ADP
cblr-5118	758	33	data	data	NOUN
cblr-5118	758	34	collection	collection	NOUN
cblr-5118	758	35	.	.	PUNCT
cblr-5118	759	1	however	however	ADV
cblr-5118	759	2	,	,	PUNCT
cblr-5118	759	3	size	size	NOUN
cblr-5118	759	4	may	may	AUX
cblr-5118	759	5	also	also	ADV
cblr-5118	759	6	be	be	AUX
cblr-5118	759	7	beneficial	beneficial	ADJ
cblr-5118	759	8	from	from	ADP
cblr-5118	759	9	a	a	DET
cblr-5118	759	10	liability	liability	NOUN
cblr-5118	759	11	perspective	perspective	NOUN
cblr-5118	759	12	.	.	PUNCT
cblr-5118	760	1	large	large	ADJ
cblr-5118	760	2	,	,	PUNCT
cblr-5118	760	3	deeply	deeply	ADV
cblr-5118	760	4	capitalized	capitalize	VERB
cblr-5118	760	5	providers	provider	NOUN
cblr-5118	760	6	with	with	ADP
cblr-5118	760	7	a	a	DET
cblr-5118	760	8	widely	widely	ADV
cblr-5118	760	9	used	use	VERB
cblr-5118	760	10	product	product	NOUN
cblr-5118	760	11	will	will	AUX
cblr-5118	760	12	be	be	AUX
cblr-5118	760	13	in	in	ADP
cblr-5118	760	14	a	a	DET
cblr-5118	760	15	better	well	ADJ
cblr-5118	760	16	position	position	NOUN
cblr-5118	760	17	to	to	PART
cblr-5118	760	18	avoid	avoid	VERB
cblr-5118	760	19	liability	liability	NOUN
cblr-5118	760	20	though	though	SCONJ
cblr-5118	760	21	better	well	ADJ
cblr-5118	760	22	services	service	NOUN
cblr-5118	760	23	but	but	CCONJ
cblr-5118	760	24	also	also	ADV
cblr-5118	760	25	to	to	PART
cblr-5118	760	26	withstand	withstand	VERB
cblr-5118	760	27	financial	financial	ADJ
cblr-5118	760	28	strains	strain	NOUN
cblr-5118	760	29	in	in	ADP
cblr-5118	760	30	the	the	DET
cblr-5118	760	31	case	case	NOUN
cblr-5118	760	32	of	of	ADP
cblr-5118	760	33	liability	liability	NOUN
cblr-5118	760	34	payouts	payout	NOUN
cblr-5118	760	35	,	,	PUNCT
cblr-5118	760	36	including	include	VERB
cblr-5118	760	37	through	through	ADP
cblr-5118	760	38	external	external	ADJ
cblr-5118	760	39	insurance	insurance	NOUN
cblr-5118	760	40	solutions	solution	NOUN
cblr-5118	760	41	.	.	PUNCT
cblr-5118	761	1	211	211	NUM
cblr-5118	761	2	particularly	particularly	ADV
cblr-5118	761	3	well	well	ADV
cblr-5118	761	4	known	know	VERB
cblr-5118	761	5	is	be	AUX
cblr-5118	761	6	the	the	DET
cblr-5118	761	7	debate	debate	NOUN
cblr-5118	761	8	between	between	ADP
cblr-5118	761	9	merrick	merrick	PROPN
cblr-5118	761	10	dodd	dodd	PROPN
cblr-5118	761	11	and	and	CCONJ
cblr-5118	761	12	adolf	adolf	PROPN
cblr-5118	761	13	berle	berle	PROPN
cblr-5118	761	14	in	in	ADP
cblr-5118	761	15	the	the	DET
cblr-5118	761	16	twenty	twenty	NUM
cblr-5118	761	17	-	-	PUNCT
cblr-5118	761	18	seven	seven	NUM
cblr-5118	761	19	pages	page	NOUN
cblr-5118	761	20	of	of	ADP
cblr-5118	761	21	the	the	DET
cblr-5118	761	22	harvard	harvard	PROPN
cblr-5118	761	23	law	law	PROPN
cblr-5118	761	24	review	review	NOUN
cblr-5118	761	25	in	in	ADP
cblr-5118	761	26	1932	1932	NUM
cblr-5118	761	27	.	.	PUNCT
cblr-5118	762	1	see	see	VERB
cblr-5118	762	2	generally	generally	ADV
cblr-5118	762	3	e.	e.	PROPN
cblr-5118	762	4	merrick	merrick	PROPN
cblr-5118	762	5	dodd	dodd	PROPN
cblr-5118	762	6	,	,	PUNCT
cblr-5118	762	7	jr	jr	PROPN
cblr-5118	762	8	.	.	PROPN
cblr-5118	762	9	,	,	PUNCT
cblr-5118	762	10	for	for	ADP
cblr-5118	762	11	whom	whom	PRON
cblr-5118	762	12	are	be	AUX
cblr-5118	762	13	corporate	corporate	ADJ
cblr-5118	762	14	managers	manager	NOUN
cblr-5118	762	15	trustees	trustee	NOUN
cblr-5118	762	16	?	?	PUNCT
cblr-5118	762	17	,	,	PUNCT
cblr-5118	762	18	45	45	NUM
cblr-5118	762	19	harv	harv	NOUN
cblr-5118	762	20	.	.	PUNCT
cblr-5118	763	1	l.	l.	PROPN
cblr-5118	763	2	rev	rev	PROPN
cblr-5118	763	3	.	.	PROPN
cblr-5118	763	4	1145	1145	NUM
cblr-5118	763	5	,	,	PUNCT
cblr-5118	763	6	1160–61	1160–61	NUM
cblr-5118	763	7	(	(	PUNCT
cblr-5118	763	8	1932	1932	NUM
cblr-5118	763	9	)	)	PUNCT
cblr-5118	763	10	;	;	PUNCT
cblr-5118	763	11	a.	a.	NOUN
cblr-5118	763	12	a.	a.	NOUN
cblr-5118	763	13	berle	berle	PROPN
cblr-5118	763	14	,	,	PUNCT
cblr-5118	763	15	jr	jr	PROPN
cblr-5118	763	16	.	.	PROPN
cblr-5118	763	17	,	,	PUNCT
cblr-5118	763	18	for	for	ADP
cblr-5118	763	19	whom	whom	PRON
cblr-5118	763	20	corporate	corporate	ADJ
cblr-5118	763	21	managers	manager	NOUN
cblr-5118	763	22	are	be	AUX
cblr-5118	763	23	trustees	trustee	NOUN
cblr-5118	763	24	:	:	PUNCT
cblr-5118	763	25	a	a	DET
cblr-5118	763	26	note	note	NOUN
cblr-5118	763	27	,	,	PUNCT
cblr-5118	763	28	45	45	NUM
cblr-5118	763	29	harv	harv	NOUN
cblr-5118	763	30	.	.	PUNCT
cblr-5118	764	1	l.	l.	PROPN
cblr-5118	764	2	rev	rev	PROPN
cblr-5118	764	3	.	.	PROPN
cblr-5118	764	4	1365	1365	NUM
cblr-5118	764	5	,	,	PUNCT
cblr-5118	764	6	1367	1367	NUM
cblr-5118	764	7	,	,	PUNCT
cblr-5118	764	8	1372	1372	NUM
cblr-5118	764	9	(	(	PUNCT
cblr-5118	764	10	1932	1932	NUM
cblr-5118	764	11	)	)	PUNCT
cblr-5118	764	12	.	.	PUNCT
cblr-5118	765	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	765	2	(	(	PUNCT
cblr-5118	765	3	do	do	AUX
cblr-5118	765	4	not	not	PART
cblr-5118	765	5	delete	delete	VERB
cblr-5118	765	6	)	)	PUNCT
cblr-5118	765	7	1/8/2020	1/8/2020	NUM
cblr-5118	765	8	4:46	4:46	NUM
cblr-5118	765	9	pm	pm	NOUN
cblr-5118	765	10	no	no	INTJ
cblr-5118	765	11	.	.	PUNCT
cblr-5118	766	1	3:965	3:965	NUM
cblr-5118	766	2	]	]	X
cblr-5118	766	3	corporate	corporate	ADJ
cblr-5118	766	4	management	management	NOUN
cblr-5118	766	5	in	in	ADP
cblr-5118	766	6	the	the	DET
cblr-5118	766	7	age	age	NOUN
cblr-5118	766	8	of	of	ADP
cblr-5118	766	9	ai	ai	PROPN
cblr-5118	766	10	1019	1019	NUM
cblr-5118	766	11	shareholder	shareholder	NOUN
cblr-5118	766	12	third	third	ADJ
cblr-5118	766	13	parties	party	NOUN
cblr-5118	766	14	and	and	CCONJ
cblr-5118	766	15	the	the	DET
cblr-5118	766	16	public	public	NOUN
cblr-5118	766	17	in	in	ADP
cblr-5118	766	18	discharging	discharge	VERB
cblr-5118	766	19	their	their	PRON
cblr-5118	766	20	corporate	corporate	ADJ
cblr-5118	766	21	duties	duty	NOUN
cblr-5118	766	22	.	.	PUNCT
cblr-5118	767	1	contemporary	contemporary	ADJ
cblr-5118	767	2	debates	debate	NOUN
cblr-5118	767	3	“	"	PUNCT
cblr-5118	767	4	tend	tend	VERB
cblr-5118	767	5	to	to	PART
cblr-5118	767	6	revolve	revolve	VERB
cblr-5118	767	7	around	around	ADP
cblr-5118	767	8	two	two	NUM
cblr-5118	767	9	schools	school	NOUN
cblr-5118	767	10	of	of	ADP
cblr-5118	767	11	thought	thought	NOUN
cblr-5118	767	12	:	:	PUNCT
cblr-5118	767	13	shareholder	shareholder	NOUN
cblr-5118	767	14	wealth	wealth	NOUN
cblr-5118	767	15	maximization	maximization	PROPN
cblr-5118	767	16	,	,	PUNCT
cblr-5118	767	17	which	which	PRON
cblr-5118	767	18	is	be	AUX
cblr-5118	767	19	often	often	ADV
cblr-5118	767	20	linked	link	VERB
cblr-5118	767	21	to	to	ADP
cblr-5118	767	22	the	the	PRON
cblr-5118	767	23	.	.	PUNCT
cblr-5118	767	24	.	.	PUNCT
cblr-5118	767	25	.	.	PUNCT
cblr-5118	768	1	nexus	nexus	NOUN
cblr-5118	768	2	of	of	ADP
cblr-5118	768	3	contracts	contract	NOUN
cblr-5118	768	4	model	model	NOUN
cblr-5118	768	5	,	,	PUNCT
cblr-5118	768	6	and	and	CCONJ
cblr-5118	768	7	the	the	DET
cblr-5118	768	8	stakeholder	stakeholder	NOUN
cblr-5118	768	9	model	model	NOUN
cblr-5118	768	10	.	.	PUNCT
cblr-5118	768	11	”212	”212	PUNCT
cblr-5118	769	1	the	the	DET
cblr-5118	769	2	nexus	nexus	NOUN
cblr-5118	769	3	of	of	ADP
cblr-5118	769	4	contracts	contract	NOUN
cblr-5118	769	5	theory	theory	NOUN
cblr-5118	769	6	provides	provide	VERB
cblr-5118	769	7	that	that	SCONJ
cblr-5118	769	8	the	the	DET
cblr-5118	769	9	corporate	corporate	ADJ
cblr-5118	769	10	purpose	purpose	NOUN
cblr-5118	769	11	is	be	AUX
cblr-5118	769	12	exclusively	exclusively	ADV
cblr-5118	769	13	geared	gear	VERB
cblr-5118	769	14	towards	towards	ADP
cblr-5118	769	15	shareholders	shareholder	NOUN
cblr-5118	769	16	’	'	PUNCT
cblr-5118	769	17	financial	financial	ADJ
cblr-5118	769	18	interests	interest	NOUN
cblr-5118	769	19	,	,	PUNCT
cblr-5118	769	20	whereas	whereas	SCONJ
cblr-5118	769	21	considerations	consideration	NOUN
cblr-5118	769	22	of	of	ADP
cblr-5118	769	23	extraneous	extraneous	ADJ
cblr-5118	769	24	interests	interest	NOUN
cblr-5118	769	25	are	be	AUX
cblr-5118	769	26	subordinated	subordinate	VERB
cblr-5118	769	27	as	as	ADP
cblr-5118	769	28	matters	matter	NOUN
cblr-5118	769	29	that	that	PRON
cblr-5118	769	30	should	should	AUX
cblr-5118	769	31	be	be	AUX
cblr-5118	769	32	regulated	regulate	VERB
cblr-5118	769	33	through	through	ADP
cblr-5118	769	34	non	non	ADJ
cblr-5118	769	35	-	-	ADJ
cblr-5118	769	36	corporate	corporate	ADJ
cblr-5118	769	37	laws.213	laws.213	NOUN
cblr-5118	769	38	in	in	ADP
cblr-5118	769	39	this	this	DET
cblr-5118	769	40	view	view	NOUN
cblr-5118	769	41	,	,	PUNCT
cblr-5118	769	42	the	the	DET
cblr-5118	769	43	default	default	NOUN
cblr-5118	769	44	position	position	NOUN
cblr-5118	769	45	is	be	AUX
cblr-5118	769	46	that	that	SCONJ
cblr-5118	769	47	corporate	corporate	ADJ
cblr-5118	769	48	managers	manager	NOUN
cblr-5118	769	49	have	have	VERB
cblr-5118	769	50	an	an	DET
cblr-5118	769	51	obligation	obligation	NOUN
cblr-5118	769	52	to	to	PART
cblr-5118	769	53	maximize	maximize	VERB
cblr-5118	769	54	shareholder	shareholder	NOUN
cblr-5118	769	55	wealth.214	wealth.214	PROPN
cblr-5118	769	56	shareholders	shareholder	NOUN
cblr-5118	769	57	,	,	PUNCT
cblr-5118	769	58	under	under	ADP
cblr-5118	769	59	this	this	DET
cblr-5118	769	60	model	model	NOUN
cblr-5118	769	61	,	,	PUNCT
cblr-5118	769	62	are	be	AUX
cblr-5118	769	63	in	in	ADP
cblr-5118	769	64	a	a	DET
cblr-5118	769	65	privileged	privileged	ADJ
cblr-5118	769	66	position	position	NOUN
cblr-5118	769	67	because	because	SCONJ
cblr-5118	769	68	they	they	PRON
cblr-5118	769	69	provide	provide	VERB
cblr-5118	769	70	the	the	DET
cblr-5118	769	71	business	business	NOUN
cblr-5118	769	72	capital	capital	NOUN
cblr-5118	769	73	that	that	PRON
cblr-5118	769	74	is	be	AUX
cblr-5118	769	75	at	at	ADP
cblr-5118	769	76	risk	risk	NOUN
cblr-5118	769	77	.	.	PUNCT
cblr-5118	770	1	in	in	ADP
cblr-5118	770	2	contrast	contrast	NOUN
cblr-5118	770	3	to	to	ADP
cblr-5118	770	4	the	the	DET
cblr-5118	770	5	shareholder	shareholder	NOUN
cblr-5118	770	6	primacy	primacy	NOUN
cblr-5118	770	7	view	view	NOUN
cblr-5118	770	8	,	,	PUNCT
cblr-5118	770	9	the	the	DET
cblr-5118	770	10	stakeholder	stakeholder	NOUN
cblr-5118	770	11	model	model	NOUN
cblr-5118	770	12	and	and	CCONJ
cblr-5118	770	13	other	other	ADJ
cblr-5118	770	14	pluralist	pluralist	ADJ
cblr-5118	770	15	perspectives	perspective	NOUN
cblr-5118	770	16	on	on	ADP
cblr-5118	770	17	corporations	corporation	NOUN
cblr-5118	770	18	focus	focus	VERB
cblr-5118	770	19	on	on	ADP
cblr-5118	770	20	the	the	DET
cblr-5118	770	21	idea	idea	NOUN
cblr-5118	770	22	that	that	SCONJ
cblr-5118	770	23	businesses	business	NOUN
cblr-5118	770	24	have	have	AUX
cblr-5118	770	25	responsibilities	responsibility	NOUN
cblr-5118	770	26	not	not	PART
cblr-5118	770	27	only	only	ADV
cblr-5118	770	28	to	to	ADP
cblr-5118	770	29	shareholders	shareholder	NOUN
cblr-5118	770	30	,	,	PUNCT
cblr-5118	770	31	but	but	CCONJ
cblr-5118	770	32	also	also	ADV
cblr-5118	770	33	to	to	ADP
cblr-5118	770	34	a	a	DET
cblr-5118	770	35	variety	variety	NOUN
cblr-5118	770	36	of	of	ADP
cblr-5118	770	37	other	other	ADJ
cblr-5118	770	38	constituents.215	constituents.215	VERB
cblr-5118	770	39	these	these	DET
cblr-5118	770	40	constituencies	constituency	NOUN
cblr-5118	770	41	,	,	PUNCT
cblr-5118	770	42	which	which	PRON
cblr-5118	770	43	include	include	VERB
cblr-5118	770	44	groups	group	NOUN
cblr-5118	770	45	such	such	ADJ
cblr-5118	770	46	as	as	ADP
cblr-5118	770	47	employees	employee	NOUN
cblr-5118	770	48	,	,	PUNCT
cblr-5118	770	49	communities	community	NOUN
cblr-5118	770	50	,	,	PUNCT
cblr-5118	770	51	and	and	CCONJ
cblr-5118	770	52	governments	government	NOUN
cblr-5118	770	53	,	,	PUNCT
cblr-5118	770	54	are	be	AUX
cblr-5118	770	55	regarded	regard	VERB
cblr-5118	770	56	under	under	ADP
cblr-5118	770	57	this	this	DET
cblr-5118	770	58	theory	theory	NOUN
cblr-5118	770	59	as	as	ADP
cblr-5118	770	60	corporate	corporate	ADJ
cblr-5118	770	61	stakeholders	stakeholder	NOUN
cblr-5118	770	62	.	.	PUNCT
cblr-5118	771	1	it	it	PRON
cblr-5118	771	2	is	be	AUX
cblr-5118	771	3	contended	contend	VERB
cblr-5118	771	4	by	by	ADP
cblr-5118	771	5	pluralists	pluralist	NOUN
cblr-5118	771	6	’	'	PUNCT
cblr-5118	771	7	that	that	SCONJ
cblr-5118	771	8	the	the	DET
cblr-5118	771	9	resources	resource	NOUN
cblr-5118	771	10	and	and	CCONJ
cblr-5118	771	11	various	various	ADJ
cblr-5118	771	12	investments	investment	NOUN
cblr-5118	771	13	of	of	ADP
cblr-5118	771	14	these	these	DET
cblr-5118	771	15	different	different	ADJ
cblr-5118	771	16	types	type	NOUN
cblr-5118	771	17	of	of	ADP
cblr-5118	771	18	corporate	corporate	ADJ
cblr-5118	771	19	stakeholders	stakeholder	NOUN
cblr-5118	771	20	in	in	ADP
cblr-5118	771	21	the	the	DET
cblr-5118	771	22	corporation	corporation	NOUN
cblr-5118	771	23	,	,	PUNCT
cblr-5118	771	24	financial	financial	ADJ
cblr-5118	771	25	or	or	CCONJ
cblr-5118	771	26	non	non	ADJ
cblr-5118	771	27	-	-	ADJ
cblr-5118	771	28	financial	financial	ADJ
cblr-5118	771	29	in	in	ADP
cblr-5118	771	30	nature	nature	NOUN
cblr-5118	771	31	,	,	PUNCT
cblr-5118	771	32	deserve	deserve	VERB
cblr-5118	771	33	to	to	PART
cblr-5118	771	34	be	be	AUX
cblr-5118	771	35	protected	protect	VERB
cblr-5118	771	36	to	to	ADP
cblr-5118	771	37	the	the	DET
cblr-5118	771	38	same	same	ADJ
cblr-5118	771	39	extent	extent	NOUN
cblr-5118	771	40	as	as	SCONJ
cblr-5118	771	41	shareholder	shareholder	NOUN
cblr-5118	771	42	interests.216	interests.216	VERB
cblr-5118	771	43	the	the	DET
cblr-5118	771	44	corporate	corporate	ADJ
cblr-5118	771	45	purpose	purpose	NOUN
cblr-5118	771	46	is	be	AUX
cblr-5118	771	47	thus	thus	ADV
cblr-5118	771	48	widened	widen	VERB
cblr-5118	771	49	and	and	CCONJ
cblr-5118	771	50	corporate	corporate	ADJ
cblr-5118	771	51	managers	manager	NOUN
cblr-5118	771	52	’	'	PUNCT
cblr-5118	771	53	are	be	AUX
cblr-5118	771	54	thought	think	VERB
cblr-5118	771	55	to	to	PART
cblr-5118	771	56	owe	owe	VERB
cblr-5118	771	57	duties	duty	NOUN
cblr-5118	771	58	to	to	ADP
cblr-5118	771	59	both	both	DET
cblr-5118	771	60	shareholders	shareholder	NOUN
cblr-5118	771	61	and	and	CCONJ
cblr-5118	771	62	non	non	NOUN
cblr-5118	771	63	-	-	NOUN
cblr-5118	771	64	shareholders	shareholder	NOUN
cblr-5118	771	65	.	.	PUNCT
cblr-5118	772	1	indeed	indeed	ADV
cblr-5118	772	2	,	,	PUNCT
cblr-5118	772	3	because	because	SCONJ
cblr-5118	772	4	the	the	DET
cblr-5118	772	5	focus	focus	NOUN
cblr-5118	772	6	on	on	ADP
cblr-5118	772	7	shareholder	shareholder	NOUN
cblr-5118	772	8	value	value	NOUN
cblr-5118	772	9	is	be	AUX
cblr-5118	772	10	relaxed	relax	VERB
cblr-5118	772	11	or	or	CCONJ
cblr-5118	772	12	abandoned	abandon	VERB
cblr-5118	772	13	under	under	ADP
cblr-5118	772	14	this	this	DET
cblr-5118	772	15	theory	theory	NOUN
cblr-5118	772	16	,	,	PUNCT
cblr-5118	772	17	even	even	ADV
cblr-5118	772	18	corporate	corporate	ADJ
cblr-5118	772	19	decisions	decision	NOUN
cblr-5118	772	20	or	or	CCONJ
cblr-5118	772	21	actions	action	NOUN
cblr-5118	772	22	that	that	PRON
cblr-5118	772	23	may	may	AUX
cblr-5118	772	24	run	run	VERB
cblr-5118	772	25	212	212	NUM
cblr-5118	772	26	barnali	barnali	PROPN
cblr-5118	772	27	choudhury	choudhury	PROPN
cblr-5118	772	28	&	&	CCONJ
cblr-5118	772	29	martin	martin	PROPN
cblr-5118	772	30	petrin	petrin	PROPN
cblr-5118	772	31	,	,	PUNCT
cblr-5118	772	32	corporate	corporate	ADJ
cblr-5118	772	33	duties	duty	NOUN
cblr-5118	772	34	to	to	ADP
cblr-5118	772	35	the	the	DET
cblr-5118	772	36	public	public	ADJ
cblr-5118	772	37	37–46	37–46	NUM
cblr-5118	772	38	(	(	PUNCT
cblr-5118	772	39	2019	2019	NUM
cblr-5118	772	40	)	)	PUNCT
cblr-5118	772	41	(	(	PUNCT
cblr-5118	772	42	discussing	discuss	VERB
cblr-5118	772	43	the	the	DET
cblr-5118	772	44	diverging	diverge	VERB
cblr-5118	772	45	views	view	NOUN
cblr-5118	772	46	)	)	PUNCT
cblr-5118	772	47	.	.	PUNCT
cblr-5118	773	1	213	213	NUM
cblr-5118	773	2	i	i	PRON
cblr-5118	773	3	d.	d.	PROPN
cblr-5118	773	4	at	at	ADP
cblr-5118	773	5	39	39	NUM
cblr-5118	773	6	.	.	PUNCT
cblr-5118	774	1	214	214	NUM
cblr-5118	774	2	see	see	VERB
cblr-5118	774	3	,	,	PUNCT
cblr-5118	774	4	e.g.	e.g.	ADV
cblr-5118	774	5	,	,	PUNCT
cblr-5118	774	6	stephen	stephen	PROPN
cblr-5118	774	7	m.	m.	PROPN
cblr-5118	774	8	bainbridge	bainbridge	PROPN
cblr-5118	774	9	,	,	PUNCT
cblr-5118	774	10	director	director	NOUN
cblr-5118	774	11	primacy	primacy	NOUN
cblr-5118	774	12	:	:	PUNCT
cblr-5118	774	13	the	the	DET
cblr-5118	774	14	means	mean	NOUN
cblr-5118	774	15	and	and	CCONJ
cblr-5118	774	16	ends	end	NOUN
cblr-5118	774	17	of	of	ADP
cblr-5118	774	18	corporate	corporate	ADJ
cblr-5118	774	19	governance	governance	NOUN
cblr-5118	774	20	,	,	PUNCT
cblr-5118	774	21	97	97	NUM
cblr-5118	774	22	nw	nw	NOUN
cblr-5118	774	23	.	.	PUNCT
cblr-5118	774	24	u.	u.	PROPN
cblr-5118	774	25	l.	l.	PROPN
cblr-5118	774	26	rev	rev	PROPN
cblr-5118	774	27	.	.	PROPN
cblr-5118	774	28	547	547	NUM
cblr-5118	774	29	,	,	PUNCT
cblr-5118	774	30	548	548	NUM
cblr-5118	774	31	(	(	PUNCT
cblr-5118	774	32	2003	2003	NUM
cblr-5118	774	33	)	)	PUNCT
cblr-5118	774	34	;	;	PUNCT
cblr-5118	774	35	frank	frank	PROPN
cblr-5118	774	36	h.	h.	PROPN
cblr-5118	774	37	easterbrook	easterbrook	PROPN
cblr-5118	774	38	&	&	CCONJ
cblr-5118	774	39	daniel	daniel	PROPN
cblr-5118	774	40	r.	r.	PROPN
cblr-5118	774	41	fischel	fischel	PROPN
cblr-5118	774	42	,	,	PUNCT
cblr-5118	774	43	the	the	DET
cblr-5118	774	44	economic	economic	ADJ
cblr-5118	774	45	structure	structure	NOUN
cblr-5118	774	46	of	of	ADP
cblr-5118	774	47	corporate	corporate	ADJ
cblr-5118	774	48	law	law	NOUN
cblr-5118	774	49	36–39	36–39	NUM
cblr-5118	774	50	,	,	PUNCT
cblr-5118	774	51	92–93	92–93	NUM
cblr-5118	774	52	(	(	PUNCT
cblr-5118	774	53	1991	1991	NUM
cblr-5118	774	54	)	)	PUNCT
cblr-5118	774	55	.	.	PUNCT
cblr-5118	775	1	215	215	NUM
cblr-5118	775	2	see	see	VERB
cblr-5118	775	3	choudhury	choudhury	PROPN
cblr-5118	775	4	&	&	CCONJ
cblr-5118	775	5	petrin	petrin	PROPN
cblr-5118	775	6	,	,	PUNCT
cblr-5118	775	7	supra	supra	PROPN
cblr-5118	775	8	note	note	NOUN
cblr-5118	775	9	212	212	NUM
cblr-5118	775	10	,	,	PUNCT
cblr-5118	775	11	at	at	ADP
cblr-5118	775	12	41–43	41–43	NUM
cblr-5118	775	13	.	.	PUNCT
cblr-5118	776	1	216	216	NUM
cblr-5118	776	2	see	see	VERB
cblr-5118	776	3	i	i	PRON
cblr-5118	776	4	d.	d.	PROPN
cblr-5118	776	5	at	at	ADP
cblr-5118	776	6	42	42	NUM
cblr-5118	776	7	.	.	PUNCT
cblr-5118	777	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	777	2	(	(	PUNCT
cblr-5118	777	3	do	do	AUX
cblr-5118	777	4	not	not	PART
cblr-5118	777	5	delte	delte	VERB
cblr-5118	777	6	)	)	PUNCT
cblr-5118	777	7	1/8/2020	1/8/2020	NUM
cblr-5118	777	8	4:46	4:46	NUM
cblr-5118	777	9	pm	pm	NOUN
cblr-5118	777	10	1020	1020	NUM
cblr-5118	777	11	columbia	columbia	PROPN
cblr-5118	777	12	business	business	NOUN
cblr-5118	777	13	law	law	PROPN
cblr-5118	777	14	review	review	NOUN
cblr-5118	778	1	[	[	X
cblr-5118	778	2	vol	vol	NOUN
cblr-5118	778	3	.	.	PUNCT
cblr-5118	778	4	2019	2019	NUM
cblr-5118	778	5	against	against	ADP
cblr-5118	778	6	shareholder	shareholder	NOUN
cblr-5118	778	7	interests	interest	NOUN
cblr-5118	778	8	may	may	AUX
cblr-5118	778	9	be	be	AUX
cblr-5118	778	10	allowed	allow	VERB
cblr-5118	778	11	to	to	ADP
cblr-5118	778	12	some	some	DET
cblr-5118	778	13	extent.217	extent.217	NOUN
cblr-5118	778	14	the	the	DET
cblr-5118	778	15	traditional	traditional	ADJ
cblr-5118	778	16	,	,	PUNCT
cblr-5118	778	17	entrenched	entrenched	ADJ
cblr-5118	778	18	position	position	NOUN
cblr-5118	778	19	in	in	ADP
cblr-5118	778	20	anglo	anglo	ADJ
cblr-5118	778	21	-	-	PUNCT
cblr-5118	778	22	american	american	ADJ
cblr-5118	778	23	law	law	NOUN
cblr-5118	778	24	is	be	AUX
cblr-5118	778	25	that	that	SCONJ
cblr-5118	778	26	corporations	corporation	NOUN
cblr-5118	778	27	serve	serve	VERB
cblr-5118	778	28	the	the	DET
cblr-5118	778	29	overarching	overarching	ADJ
cblr-5118	778	30	aim	aim	NOUN
cblr-5118	778	31	of	of	ADP
cblr-5118	778	32	maximizing	maximizing	NOUN
cblr-5118	778	33	,	,	PUNCT
cblr-5118	778	34	or	or	CCONJ
cblr-5118	778	35	at	at	ADP
cblr-5118	778	36	least	least	ADJ
cblr-5118	778	37	enhancing	enhance	VERB
cblr-5118	778	38	in	in	ADP
cblr-5118	778	39	the	the	DET
cblr-5118	778	40	long	long	ADJ
cblr-5118	778	41	term	term	NOUN
cblr-5118	778	42	,	,	PUNCT
cblr-5118	778	43	shareholder	shareholder	NOUN
cblr-5118	778	44	wealth	wealth	NOUN
cblr-5118	778	45	as	as	SCONJ
cblr-5118	778	46	measured	measure	VERB
cblr-5118	778	47	by	by	ADP
cblr-5118	778	48	the	the	DET
cblr-5118	778	49	price	price	NOUN
cblr-5118	778	50	of	of	ADP
cblr-5118	778	51	its	its	PRON
cblr-5118	778	52	shares.218	shares.218	NOUN
cblr-5118	778	53	nevertheless	nevertheless	ADV
cblr-5118	778	54	,	,	PUNCT
cblr-5118	778	55	the	the	DET
cblr-5118	778	56	corporate	corporate	ADJ
cblr-5118	778	57	purpose	purpose	NOUN
cblr-5118	778	58	debate	debate	NOUN
cblr-5118	778	59	has	have	AUX
cblr-5118	778	60	never	never	ADV
cblr-5118	778	61	been	be	AUX
cblr-5118	778	62	conclusively	conclusively	ADV
cblr-5118	778	63	settled	settle	VERB
cblr-5118	778	64	and	and	CCONJ
cblr-5118	778	65	continues	continue	VERB
cblr-5118	778	66	on	on	ADP
cblr-5118	778	67	to	to	ADP
cblr-5118	778	68	today	today	NOUN
cblr-5118	778	69	,	,	PUNCT
cblr-5118	778	70	with	with	ADP
cblr-5118	778	71	some	some	DET
cblr-5118	778	72	commentators	commentator	NOUN
cblr-5118	778	73	noting	note	VERB
cblr-5118	778	74	that	that	SCONJ
cblr-5118	778	75	apart	apart	ADV
cblr-5118	778	76	from	from	ADP
cblr-5118	778	77	the	the	DET
cblr-5118	778	78	normative	normative	ADJ
cblr-5118	778	79	debates	debate	NOUN
cblr-5118	778	80	,	,	PUNCT
cblr-5118	778	81	even	even	ADV
cblr-5118	778	82	the	the	DET
cblr-5118	778	83	corporate	corporate	ADJ
cblr-5118	778	84	law	law	NOUN
cblr-5118	778	85	“	"	PUNCT
cblr-5118	778	86	on	on	ADP
cblr-5118	778	87	the	the	DET
cblr-5118	778	88	books	book	NOUN
cblr-5118	778	89	”	"	PUNCT
cblr-5118	778	90	is	be	AUX
cblr-5118	778	91	ambiguous	ambiguous	ADJ
cblr-5118	778	92	on	on	ADP
cblr-5118	778	93	the	the	DET
cblr-5118	778	94	question	question	NOUN
cblr-5118	778	95	of	of	ADP
cblr-5118	778	96	the	the	DET
cblr-5118	778	97	corporate	corporate	ADJ
cblr-5118	778	98	purpose.219	purpose.219	NOUN
cblr-5118	778	99	the	the	DET
cblr-5118	778	100	recent	recent	ADJ
cblr-5118	778	101	wave	wave	NOUN
cblr-5118	778	102	of	of	ADP
cblr-5118	778	103	anticorporate	anticorporate	ADJ
cblr-5118	778	104	sentiment	sentiment	NOUN
cblr-5118	778	105	and	and	CCONJ
cblr-5118	778	106	political	political	ADJ
cblr-5118	778	107	upheaval	upheaval	NOUN
cblr-5118	778	108	suggests	suggest	VERB
cblr-5118	778	109	that	that	SCONJ
cblr-5118	778	110	the	the	DET
cblr-5118	778	111	corporate	corporate	ADJ
cblr-5118	778	112	purposes	purpose	NOUN
cblr-5118	778	113	debate	debate	NOUN
cblr-5118	778	114	appears	appear	VERB
cblr-5118	778	115	to	to	PART
cblr-5118	778	116	be	be	AUX
cblr-5118	778	117	at	at	ADP
cblr-5118	778	118	a	a	DET
cblr-5118	778	119	watershed	watershed	ADJ
cblr-5118	778	120	moment	moment	NOUN
cblr-5118	778	121	,	,	PUNCT
cblr-5118	778	122	and	and	CCONJ
cblr-5118	778	123	more	more	ADJ
cblr-5118	778	124	clarifications	clarification	NOUN
cblr-5118	778	125	and	and	CCONJ
cblr-5118	778	126	changes	change	NOUN
cblr-5118	778	127	geared	gear	VERB
cblr-5118	778	128	towards	towards	ADP
cblr-5118	778	129	regaining	regain	VERB
cblr-5118	778	130	public	public	ADJ
cblr-5118	778	131	trust	trust	NOUN
cblr-5118	778	132	in	in	ADP
cblr-5118	778	133	business	business	NOUN
cblr-5118	778	134	appear	appear	VERB
cblr-5118	778	135	necessary	necessary	ADJ
cblr-5118	778	136	to	to	PART
cblr-5118	778	137	ensure	ensure	VERB
cblr-5118	778	138	the	the	DET
cblr-5118	778	139	continued	continued	ADJ
cblr-5118	778	140	success	success	NOUN
cblr-5118	778	141	of	of	ADP
cblr-5118	778	142	the	the	DET
cblr-5118	778	143	corporate	corporate	ADJ
cblr-5118	778	144	model.220	model.220	NOUN
cblr-5118	778	145	the	the	DET
cblr-5118	778	146	need	need	NOUN
cblr-5118	778	147	for	for	ADP
cblr-5118	778	148	more	more	ADV
cblr-5118	778	149	definitive	definitive	ADJ
cblr-5118	778	150	answers	answer	NOUN
cblr-5118	778	151	may	may	AUX
cblr-5118	778	152	become	become	VERB
cblr-5118	778	153	even	even	ADV
cblr-5118	778	154	more	more	ADV
cblr-5118	778	155	pressing	pressing	ADJ
cblr-5118	778	156	in	in	ADP
cblr-5118	778	157	a	a	DET
cblr-5118	778	158	world	world	NOUN
cblr-5118	778	159	with	with	ADP
cblr-5118	778	160	ai	ai	PRON
cblr-5118	778	161	corporate	corporate	ADJ
cblr-5118	778	162	management	management	NOUN
cblr-5118	778	163	.	.	PUNCT
cblr-5118	779	1	after	after	ADV
cblr-5118	779	2	all	all	ADV
cblr-5118	779	3	,	,	PUNCT
cblr-5118	779	4	in	in	ADP
cblr-5118	779	5	order	order	NOUN
cblr-5118	779	6	to	to	PART
cblr-5118	779	7	function	function	VERB
cblr-5118	779	8	autonomously	autonomously	ADV
cblr-5118	779	9	,	,	PUNCT
cblr-5118	779	10	ai	ai	VERB
cblr-5118	779	11	will	will	AUX
cblr-5118	779	12	need	need	VERB
cblr-5118	779	13	clearly	clearly	ADV
cblr-5118	779	14	defined	define	VERB
cblr-5118	779	15	goals	goal	NOUN
cblr-5118	779	16	and	and	CCONJ
cblr-5118	779	17	outcomes.221	outcomes.221	ADJ
cblr-5118	779	18	non	non	ADJ
cblr-5118	779	19	-	-	ADJ
cblr-5118	779	20	committal	committal	ADJ
cblr-5118	779	21	statements	statement	NOUN
cblr-5118	779	22	about	about	ADP
cblr-5118	779	23	corporate	corporate	ADJ
cblr-5118	779	24	missions	mission	NOUN
cblr-5118	779	25	or	or	CCONJ
cblr-5118	779	26	divides	divide	NOUN
cblr-5118	779	27	between	between	ADP
cblr-5118	779	28	public	public	ADJ
cblr-5118	779	29	messaging	messaging	NOUN
cblr-5118	779	30	and	and	CCONJ
cblr-5118	779	31	internal	internal	ADJ
cblr-5118	779	32	actions	action	NOUN
cblr-5118	779	33	will	will	AUX
cblr-5118	779	34	be	be	AUX
cblr-5118	779	35	more	more	ADV
cblr-5118	779	36	difficult	difficult	ADJ
cblr-5118	779	37	to	to	PART
cblr-5118	779	38	sustain	sustain	VERB
cblr-5118	779	39	if	if	SCONJ
cblr-5118	779	40	the	the	DET
cblr-5118	779	41	corporate	corporate	ADJ
cblr-5118	779	42	purpose	purpose	NOUN
cblr-5118	779	43	is	be	AUX
cblr-5118	779	44	made	make	VERB
cblr-5118	779	45	explicit	explicit	ADJ
cblr-5118	779	46	in	in	ADP
cblr-5118	779	47	the	the	DET
cblr-5118	779	48	algorithms	algorithm	NOUN
cblr-5118	779	49	of	of	ADP
cblr-5118	779	50	an	an	DET
cblr-5118	779	51	organization	organization	NOUN
cblr-5118	779	52	’s	’s	PART
cblr-5118	779	53	managerial	managerial	ADJ
cblr-5118	779	54	software	software	NOUN
cblr-5118	779	55	.	.	PUNCT
cblr-5118	780	1	stakeholders	stakeholder	NOUN
cblr-5118	780	2	and	and	CCONJ
cblr-5118	780	3	the	the	DET
cblr-5118	780	4	public	public	NOUN
cblr-5118	780	5	at	at	ADP
cblr-5118	780	6	large	large	ADJ
cblr-5118	780	7	may	may	AUX
cblr-5118	780	8	also	also	ADV
cblr-5118	780	9	become	become	VERB
cblr-5118	780	10	even	even	ADV
cblr-5118	780	11	more	more	ADV
cblr-5118	780	12	focused	focused	ADJ
cblr-5118	780	13	on	on	ADP
cblr-5118	780	14	,	,	PUNCT
cblr-5118	780	15	and	and	CCONJ
cblr-5118	780	16	more	more	ADV
cblr-5118	780	17	critical	critical	ADJ
cblr-5118	780	18	of	of	ADP
cblr-5118	780	19	,	,	PUNCT
cblr-5118	780	20	the	the	DET
cblr-5118	780	21	behavior	behavior	NOUN
cblr-5118	780	22	and	and	CCONJ
cblr-5118	780	23	underlying	underlying	ADJ
cblr-5118	780	24	purpose	purpose	NOUN
cblr-5118	780	25	of	of	ADP
cblr-5118	780	26	corporations	corporation	NOUN
cblr-5118	780	27	once	once	SCONJ
cblr-5118	780	28	the	the	DET
cblr-5118	780	29	human	human	ADJ
cblr-5118	780	30	element	element	NOUN
cblr-5118	780	31	in	in	ADP
cblr-5118	780	32	their	their	PRON
cblr-5118	780	33	leadership	leadership	NOUN
cblr-5118	780	34	disappears	disappear	VERB
cblr-5118	780	35	and	and	CCONJ
cblr-5118	780	36	is	be	AUX
cblr-5118	780	37	replaced	replace	VERB
cblr-5118	780	38	by	by	ADP
cblr-5118	780	39	ai	ai	PROPN
cblr-5118	780	40	.	.	PROPN
cblr-5118	780	41	machinemanaged	machinemanaged	ADJ
cblr-5118	780	42	corporations	corporation	NOUN
cblr-5118	780	43	of	of	ADP
cblr-5118	780	44	the	the	DET
cblr-5118	780	45	future	future	NOUN
cblr-5118	780	46	will	will	AUX
cblr-5118	780	47	have	have	VERB
cblr-5118	780	48	to	to	PART
cblr-5118	780	49	do	do	VERB
cblr-5118	780	50	even	even	ADV
cblr-5118	780	51	more	more	ADJ
cblr-5118	780	52	217	217	NUM
cblr-5118	780	53	i	i	PRON
cblr-5118	780	54	d.	d.	PROPN
cblr-5118	780	55	at	at	ADP
cblr-5118	780	56	42	42	NUM
cblr-5118	780	57	.	.	PUNCT
cblr-5118	781	1	218	218	NUM
cblr-5118	782	1	i	i	PRON
cblr-5118	782	2	d.	d.	PROPN
cblr-5118	782	3	at	at	ADP
cblr-5118	782	4	38	38	NUM
cblr-5118	782	5	.	.	PUNCT
cblr-5118	783	1	219	219	NUM
cblr-5118	783	2	see	see	VERB
cblr-5118	783	3	i	i	PRON
cblr-5118	783	4	d.	d.	PROPN
cblr-5118	783	5	at	at	ADP
cblr-5118	783	6	49–51	49–51	PROPN
cblr-5118	783	7	.	.	PROPN
cblr-5118	784	1	220	220	NUM
cblr-5118	784	2	see	see	VERB
cblr-5118	784	3	i	i	PRON
cblr-5118	784	4	d.	d.	PROPN
cblr-5118	784	5	at	at	ADP
cblr-5118	784	6	18–21	18–21	NUM
cblr-5118	784	7	.	.	PUNCT
cblr-5118	785	1	221	221	NUM
cblr-5118	785	2	see	see	VERB
cblr-5118	785	3	also	also	ADV
cblr-5118	785	4	armour	armour	PROPN
cblr-5118	785	5	&	&	CCONJ
cblr-5118	785	6	horst	horst	PROPN
cblr-5118	785	7	eidenmüller	eidenmüller	PROPN
cblr-5118	785	8	,	,	PUNCT
cblr-5118	785	9	supra	supra	PROPN
cblr-5118	785	10	note	note	NOUN
cblr-5118	785	11	169	169	NUM
cblr-5118	785	12	,	,	PUNCT
cblr-5118	785	13	at	at	ADP
cblr-5118	785	14	29	29	NUM
cblr-5118	785	15	(	(	PUNCT
cblr-5118	785	16	emphasizing	emphasize	VERB
cblr-5118	785	17	the	the	DET
cblr-5118	785	18	increased	increase	VERB
cblr-5118	785	19	need	need	NOUN
cblr-5118	785	20	for	for	ADP
cblr-5118	785	21	corporate	corporate	ADJ
cblr-5118	785	22	goal	goal	NOUN
cblr-5118	785	23	specification	specification	NOUN
cblr-5118	785	24	and	and	CCONJ
cblr-5118	785	25	goal	goal	NOUN
cblr-5118	785	26	setting	set	VERB
cblr-5118	785	27	in	in	ADP
cblr-5118	785	28	ai	ai	ADJ
cblr-5118	785	29	-	-	PUNCT
cblr-5118	785	30	managed	manage	VERB
cblr-5118	785	31	companies	company	NOUN
cblr-5118	785	32	)	)	PUNCT
cblr-5118	785	33	.	.	PUNCT
cblr-5118	786	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	786	2	(	(	PUNCT
cblr-5118	786	3	do	do	AUX
cblr-5118	786	4	not	not	PART
cblr-5118	786	5	delete	delete	VERB
cblr-5118	786	6	)	)	PUNCT
cblr-5118	786	7	1/8/2020	1/8/2020	NUM
cblr-5118	786	8	4:46	4:46	NUM
cblr-5118	786	9	pm	pm	NOUN
cblr-5118	786	10	no	no	INTJ
cblr-5118	786	11	.	.	PUNCT
cblr-5118	787	1	3:965	3:965	NUM
cblr-5118	787	2	]	]	X
cblr-5118	787	3	corporate	corporate	ADJ
cblr-5118	787	4	management	management	NOUN
cblr-5118	787	5	in	in	ADP
cblr-5118	787	6	the	the	DET
cblr-5118	787	7	age	age	NOUN
cblr-5118	787	8	of	of	ADP
cblr-5118	787	9	ai	ai	PRON
cblr-5118	787	10	1021	1021	NUM
cblr-5118	787	11	to	to	PART
cblr-5118	787	12	gain	gain	VERB
cblr-5118	787	13	the	the	DET
cblr-5118	787	14	trust	trust	NOUN
cblr-5118	787	15	and	and	CCONJ
cblr-5118	787	16	confidence	confidence	NOUN
cblr-5118	787	17	of	of	ADP
cblr-5118	787	18	the	the	DET
cblr-5118	787	19	public	public	NOUN
cblr-5118	787	20	to	to	PART
cblr-5118	787	21	sustain	sustain	VERB
cblr-5118	787	22	its	its	PRON
cblr-5118	787	23	“	"	PUNCT
cblr-5118	787	24	social	social	ADJ
cblr-5118	787	25	contract	contract	NOUN
cblr-5118	787	26	”	"	PUNCT
cblr-5118	787	27	with	with	ADP
cblr-5118	787	28	members	member	NOUN
cblr-5118	787	29	of	of	ADP
cblr-5118	787	30	society	society	NOUN
cblr-5118	787	31	more	more	ADV
cblr-5118	787	32	generally	generally	ADV
cblr-5118	787	33	.	.	PUNCT
cblr-5118	788	1	222	222	NUM
cblr-5118	788	2	on	on	ADP
cblr-5118	788	3	the	the	DET
cblr-5118	788	4	positive	positive	ADJ
cblr-5118	788	5	side	side	NOUN
cblr-5118	788	6	,	,	PUNCT
cblr-5118	788	7	ai	ai	AUX
cblr-5118	788	8	managers	manager	NOUN
cblr-5118	788	9	will	will	AUX
cblr-5118	788	10	have	have	VERB
cblr-5118	788	11	a	a	DET
cblr-5118	788	12	significant	significant	ADJ
cblr-5118	788	13	advantage	advantage	NOUN
cblr-5118	788	14	over	over	ADP
cblr-5118	788	15	today	today	NOUN
cblr-5118	788	16	’s	’s	PART
cblr-5118	788	17	managers	manager	NOUN
cblr-5118	788	18	:	:	PUNCT
cblr-5118	788	19	ai	ai	VERB
cblr-5118	788	20	can	can	AUX
cblr-5118	788	21	process	process	VERB
cblr-5118	788	22	and	and	CCONJ
cblr-5118	788	23	consider	consider	VERB
cblr-5118	788	24	a	a	DET
cblr-5118	788	25	much	much	ADV
cblr-5118	788	26	higher	high	ADJ
cblr-5118	788	27	volume	volume	NOUN
cblr-5118	788	28	of	of	ADP
cblr-5118	788	29	complex	complex	ADJ
cblr-5118	788	30	information	information	NOUN
cblr-5118	788	31	than	than	ADP
cblr-5118	788	32	humans	human	NOUN
cblr-5118	788	33	.	.	PUNCT
cblr-5118	789	1	this	this	PRON
cblr-5118	789	2	is	be	AUX
cblr-5118	789	3	relevant	relevant	ADJ
cblr-5118	789	4	in	in	ADP
cblr-5118	789	5	light	light	NOUN
cblr-5118	789	6	of	of	ADP
cblr-5118	789	7	a	a	DET
cblr-5118	789	8	line	line	NOUN
cblr-5118	789	9	of	of	ADP
cblr-5118	789	10	reasoning	reasoning	NOUN
cblr-5118	789	11	in	in	ADP
cblr-5118	789	12	corporate	corporate	ADJ
cblr-5118	789	13	scholarship	scholarship	NOUN
cblr-5118	789	14	that	that	SCONJ
cblr-5118	789	15	posits	posit	VERB
cblr-5118	789	16	that	that	SCONJ
cblr-5118	789	17	it	it	PRON
cblr-5118	789	18	is	be	AUX
cblr-5118	789	19	best	good	ADJ
cblr-5118	789	20	to	to	PART
cblr-5118	789	21	let	let	VERB
cblr-5118	789	22	managers	manager	NOUN
cblr-5118	789	23	focus	focus	VERB
cblr-5118	789	24	on	on	ADP
cblr-5118	789	25	a	a	DET
cblr-5118	789	26	singular	singular	ADJ
cblr-5118	789	27	goal	goal	NOUN
cblr-5118	789	28	—	—	PUNCT
cblr-5118	789	29	shareholder	shareholder	NOUN
cblr-5118	789	30	wealth	wealth	NOUN
cblr-5118	789	31	maximization	maximization	NOUN
cblr-5118	789	32	—	—	PUNCT
cblr-5118	789	33	instead	instead	ADV
cblr-5118	789	34	of	of	ADP
cblr-5118	789	35	requiring	require	VERB
cblr-5118	789	36	managers	manager	NOUN
cblr-5118	789	37	to	to	PART
cblr-5118	789	38	simultaneously	simultaneously	ADV
cblr-5118	789	39	pursue	pursue	VERB
cblr-5118	789	40	other	other	ADJ
cblr-5118	789	41	stakeholders	stakeholder	NOUN
cblr-5118	789	42	’	'	PUNCT
cblr-5118	789	43	interests	interest	NOUN
cblr-5118	789	44	.	.	PUNCT
cblr-5118	790	1	management	management	NOUN
cblr-5118	790	2	,	,	PUNCT
cblr-5118	790	3	it	it	PRON
cblr-5118	790	4	is	be	AUX
cblr-5118	790	5	argued	argue	VERB
cblr-5118	790	6	,	,	PUNCT
cblr-5118	790	7	can	can	AUX
cblr-5118	790	8	not	not	PART
cblr-5118	790	9	and	and	CCONJ
cblr-5118	790	10	should	should	AUX
cblr-5118	790	11	not	not	PART
cblr-5118	790	12	be	be	AUX
cblr-5118	790	13	forced	force	VERB
cblr-5118	790	14	to	to	PART
cblr-5118	790	15	serve	serve	VERB
cblr-5118	790	16	two	two	NUM
cblr-5118	790	17	or	or	CCONJ
cblr-5118	790	18	more	more	ADJ
cblr-5118	790	19	masters	master	NOUN
cblr-5118	790	20	.	.	PUNCT
cblr-5118	791	1	profit	profit	NOUN
cblr-5118	791	2	maximization	maximization	NOUN
cblr-5118	791	3	as	as	ADP
cblr-5118	791	4	a	a	DET
cblr-5118	791	5	singular	singular	ADJ
cblr-5118	791	6	goal	goal	NOUN
cblr-5118	791	7	,	,	PUNCT
cblr-5118	791	8	some	some	DET
cblr-5118	791	9	commentators	commentator	NOUN
cblr-5118	791	10	have	have	AUX
cblr-5118	791	11	opined	opine	VERB
cblr-5118	791	12	,	,	PUNCT
cblr-5118	791	13	limits	limit	VERB
cblr-5118	791	14	managers	manager	NOUN
cblr-5118	791	15	’	’	PART
cblr-5118	791	16	discretion	discretion	NOUN
cblr-5118	791	17	to	to	PART
cblr-5118	791	18	further	further	VERB
cblr-5118	791	19	their	their	PRON
cblr-5118	791	20	own	own	ADJ
cblr-5118	791	21	selfinterests	selfinterest	NOUN
cblr-5118	791	22	,	,	PUNCT
cblr-5118	791	23	provides	provide	VERB
cblr-5118	791	24	clear	clear	ADJ
cblr-5118	791	25	aims	aim	NOUN
cblr-5118	791	26	for	for	SCONJ
cblr-5118	791	27	them	they	PRON
cblr-5118	791	28	to	to	PART
cblr-5118	791	29	pursue	pursue	VERB
cblr-5118	791	30	,	,	PUNCT
cblr-5118	791	31	and	and	CCONJ
cblr-5118	791	32	eliminates	eliminate	VERB
cblr-5118	791	33	the	the	DET
cblr-5118	791	34	distractions	distraction	NOUN
cblr-5118	791	35	and	and	CCONJ
cblr-5118	791	36	costs	cost	NOUN
cblr-5118	791	37	associated	associate	VERB
cblr-5118	791	38	with	with	ADP
cblr-5118	791	39	having	have	VERB
cblr-5118	791	40	to	to	PART
cblr-5118	791	41	reconcile	reconcile	VERB
cblr-5118	791	42	conflicting	conflicting	ADJ
cblr-5118	791	43	interests.223	interests.223	NOUN
cblr-5118	791	44	however	however	ADV
cblr-5118	791	45	,	,	PUNCT
cblr-5118	791	46	unlike	unlike	ADP
cblr-5118	791	47	human	human	ADJ
cblr-5118	791	48	managers	manager	NOUN
cblr-5118	791	49	,	,	PUNCT
cblr-5118	791	50	ai	ai	VERB
cblr-5118	791	51	would	would	AUX
cblr-5118	791	52	be	be	AUX
cblr-5118	791	53	able	able	ADJ
cblr-5118	791	54	to	to	PART
cblr-5118	791	55	work	work	VERB
cblr-5118	791	56	towards	towards	ADP
cblr-5118	791	57	multiple	multiple	ADJ
cblr-5118	791	58	goals	goal	NOUN
cblr-5118	791	59	,	,	PUNCT
cblr-5118	791	60	weakening	weaken	VERB
cblr-5118	791	61	the	the	DET
cblr-5118	791	62	argument	argument	NOUN
cblr-5118	791	63	for	for	ADP
cblr-5118	791	64	letting	let	VERB
cblr-5118	791	65	managers	manager	NOUN
cblr-5118	791	66	focus	focus	VERB
cblr-5118	791	67	on	on	ADP
cblr-5118	791	68	only	only	ADV
cblr-5118	791	69	one	one	NUM
cblr-5118	791	70	group	group	NOUN
cblr-5118	791	71	’s	’s	PART
cblr-5118	791	72	interests	interest	NOUN
cblr-5118	791	73	.	.	PUNCT
cblr-5118	792	1	with	with	ADP
cblr-5118	792	2	ai	ai	VERB
cblr-5118	792	3	in	in	ADP
cblr-5118	792	4	charge	charge	NOUN
cblr-5118	792	5	of	of	ADP
cblr-5118	792	6	management	management	NOUN
cblr-5118	792	7	,	,	PUNCT
cblr-5118	792	8	the	the	DET
cblr-5118	792	9	idea	idea	NOUN
cblr-5118	792	10	that	that	SCONJ
cblr-5118	792	11	businesses	business	NOUN
cblr-5118	792	12	should	should	AUX
cblr-5118	792	13	“	"	PUNCT
cblr-5118	792	14	optimize	optimize	VERB
cblr-5118	792	15	within	within	ADP
cblr-5118	792	16	constraints	constraint	NOUN
cblr-5118	792	17	”	"	PUNCT
cblr-5118	792	18	and	and	CCONJ
cblr-5118	792	19	focus	focus	VERB
cblr-5118	792	20	simultaneously	simultaneously	ADV
cblr-5118	792	21	on	on	ADP
cblr-5118	792	22	multiple	multiple	ADJ
cblr-5118	792	23	performance	performance	NOUN
cblr-5118	792	24	objectives	objective	NOUN
cblr-5118	792	25	—	—	PUNCT
cblr-5118	792	26	for	for	ADP
cblr-5118	792	27	instance	instance	NOUN
cblr-5118	792	28	,	,	PUNCT
cblr-5118	792	29	certain	certain	ADJ
cblr-5118	792	30	levels	level	NOUN
cblr-5118	792	31	of	of	ADP
cblr-5118	792	32	profit	profit	NOUN
cblr-5118	792	33	and	and	CCONJ
cblr-5118	792	34	revenue	revenue	NOUN
cblr-5118	792	35	growth	growth	NOUN
cblr-5118	792	36	,	,	PUNCT
cblr-5118	792	37	employee	employee	NOUN
cblr-5118	792	38	satisfaction	satisfaction	NOUN
cblr-5118	792	39	,	,	PUNCT
cblr-5118	792	40	etc.—will	etc.—will	NOUN
cblr-5118	792	41	become	become	AUX
cblr-5118	792	42	achievable.224	achievable.224	VERB
cblr-5118	792	43	the	the	DET
cblr-5118	792	44	need	need	NOUN
cblr-5118	792	45	to	to	PART
cblr-5118	792	46	consider	consider	VERB
cblr-5118	792	47	multiple	multiple	ADJ
cblr-5118	792	48	and	and	CCONJ
cblr-5118	792	49	222	222	NUM
cblr-5118	792	50	on	on	ADP
cblr-5118	792	51	the	the	DET
cblr-5118	792	52	idea	idea	NOUN
cblr-5118	792	53	that	that	SCONJ
cblr-5118	792	54	corporations	corporation	NOUN
cblr-5118	792	55	holds	hold	VERB
cblr-5118	792	56	a	a	DET
cblr-5118	792	57	license	license	NOUN
cblr-5118	792	58	,	,	PUNCT
cblr-5118	792	59	in	in	ADP
cblr-5118	792	60	the	the	DET
cblr-5118	792	61	form	form	NOUN
cblr-5118	792	62	of	of	ADP
cblr-5118	792	63	a	a	DET
cblr-5118	792	64	social	social	ADJ
cblr-5118	792	65	contract	contract	NOUN
cblr-5118	792	66	,	,	PUNCT
cblr-5118	792	67	from	from	ADP
cblr-5118	792	68	the	the	DET
cblr-5118	792	69	public	public	NOUN
cblr-5118	792	70	,	,	PUNCT
cblr-5118	792	71	see	see	VERB
cblr-5118	792	72	for	for	ADP
cblr-5118	792	73	example	example	NOUN
cblr-5118	792	74	thomas	thomas	PROPN
cblr-5118	792	75	donaldson	donaldson	PROPN
cblr-5118	792	76	,	,	PUNCT
cblr-5118	792	77	corporations	corporation	NOUN
cblr-5118	792	78	and	and	CCONJ
cblr-5118	792	79	morality	morality	NOUN
cblr-5118	792	80	37	37	NUM
cblr-5118	792	81	(	(	PUNCT
cblr-5118	792	82	1982	1982	NUM
cblr-5118	792	83	)	)	PUNCT
cblr-5118	792	84	.	.	PUNCT
cblr-5118	793	1	for	for	ADP
cblr-5118	793	2	a	a	DET
cblr-5118	793	3	discussion	discussion	NOUN
cblr-5118	793	4	of	of	ADP
cblr-5118	793	5	the	the	DET
cblr-5118	793	6	impact	impact	NOUN
cblr-5118	793	7	of	of	ADP
cblr-5118	793	8	technologies	technology	NOUN
cblr-5118	793	9	on	on	ADP
cblr-5118	793	10	the	the	DET
cblr-5118	793	11	corporate	corporate	ADJ
cblr-5118	793	12	purpose	purpose	NOUN
cblr-5118	793	13	,	,	PUNCT
cblr-5118	793	14	see	see	VERB
cblr-5118	793	15	also	also	ADV
cblr-5118	793	16	bruner	bruner	PROPN
cblr-5118	793	17	,	,	PUNCT
cblr-5118	793	18	supra	supra	PROPN
cblr-5118	793	19	note	note	PROPN
cblr-5118	793	20	169	169	NUM
cblr-5118	793	21	,	,	PUNCT
cblr-5118	793	22	at	at	ADP
cblr-5118	793	23	14–19	14–19	NUM
cblr-5118	793	24	.	.	PUNCT
cblr-5118	794	1	223	223	NUM
cblr-5118	794	2	see	see	VERB
cblr-5118	794	3	,	,	PUNCT
cblr-5118	794	4	e.g.	e.g.	ADV
cblr-5118	794	5	,	,	PUNCT
cblr-5118	794	6	michael	michael	PROPN
cblr-5118	794	7	c.	c.	PROPN
cblr-5118	794	8	jensen	jensen	PROPN
cblr-5118	794	9	,	,	PUNCT
cblr-5118	794	10	value	value	NOUN
cblr-5118	794	11	maximization	maximization	NOUN
cblr-5118	794	12	,	,	PUNCT
cblr-5118	794	13	stakeholder	stakeholder	NOUN
cblr-5118	794	14	theory	theory	NOUN
cblr-5118	794	15	,	,	PUNCT
cblr-5118	794	16	and	and	CCONJ
cblr-5118	794	17	the	the	DET
cblr-5118	794	18	corporate	corporate	ADJ
cblr-5118	794	19	objective	objective	ADJ
cblr-5118	794	20	function	function	NOUN
cblr-5118	794	21	,	,	PUNCT
cblr-5118	794	22	14	14	NUM
cblr-5118	794	23	j.	j.	PROPN
cblr-5118	794	24	applied	applied	PROPN
cblr-5118	794	25	corp	corp	PROPN
cblr-5118	794	26	.	.	PROPN
cblr-5118	794	27	fin	fin	PROPN
cblr-5118	794	28	.	.	PUNCT
cblr-5118	794	29	,	,	PUNCT
cblr-5118	794	30	8	8	NUM
cblr-5118	794	31	,	,	PUNCT
cblr-5118	794	32	10–11	10–11	NUM
cblr-5118	794	33	(	(	PUNCT
cblr-5118	794	34	2001	2001	NUM
cblr-5118	794	35	)	)	PUNCT
cblr-5118	794	36	;	;	PUNCT
cblr-5118	794	37	frank	frank	PROPN
cblr-5118	794	38	h.	h.	PROPN
cblr-5118	794	39	easterbrook	easterbrook	PROPN
cblr-5118	794	40	&	&	CCONJ
cblr-5118	794	41	daniel	daniel	PROPN
cblr-5118	794	42	r.	r.	PROPN
cblr-5118	794	43	fischel	fischel	PROPN
cblr-5118	794	44	,	,	PUNCT
cblr-5118	794	45	the	the	DET
cblr-5118	794	46	proper	proper	ADJ
cblr-5118	794	47	role	role	NOUN
cblr-5118	794	48	of	of	ADP
cblr-5118	794	49	a	a	DET
cblr-5118	794	50	target	target	NOUN
cblr-5118	794	51	’s	’s	PART
cblr-5118	794	52	management	management	NOUN
cblr-5118	794	53	in	in	ADP
cblr-5118	794	54	responding	respond	VERB
cblr-5118	794	55	to	to	ADP
cblr-5118	794	56	a	a	DET
cblr-5118	794	57	tender	tender	NOUN
cblr-5118	794	58	offer	offer	NOUN
cblr-5118	794	59	,	,	PUNCT
cblr-5118	794	60	94	94	NUM
cblr-5118	794	61	harv	harv	NOUN
cblr-5118	794	62	.	.	PUNCT
cblr-5118	795	1	l.	l.	PROPN
cblr-5118	795	2	rev	rev	PROPN
cblr-5118	795	3	.	.	PROPN
cblr-5118	795	4	1161	1161	NUM
cblr-5118	795	5	,	,	PUNCT
cblr-5118	795	6	1191–1192	1191–1192	NUM
cblr-5118	795	7	(	(	PUNCT
cblr-5118	795	8	1981	1981	NUM
cblr-5118	795	9	)	)	PUNCT
cblr-5118	795	10	;	;	PUNCT
cblr-5118	795	11	jonathan	jonathan	PROPN
cblr-5118	795	12	r.	r.	PROPN
cblr-5118	795	13	macey	macey	PROPN
cblr-5118	795	14	,	,	PUNCT
cblr-5118	795	15	an	an	DET
cblr-5118	795	16	economic	economic	ADJ
cblr-5118	795	17	analysis	analysis	NOUN
cblr-5118	795	18	of	of	ADP
cblr-5118	795	19	the	the	DET
cblr-5118	795	20	various	various	ADJ
cblr-5118	795	21	rationales	rationale	NOUN
cblr-5118	795	22	for	for	ADP
cblr-5118	795	23	making	make	VERB
cblr-5118	795	24	shareholders	shareholder	NOUN
cblr-5118	795	25	the	the	DET
cblr-5118	795	26	exclusive	exclusive	ADJ
cblr-5118	795	27	beneficiaries	beneficiary	NOUN
cblr-5118	795	28	of	of	ADP
cblr-5118	795	29	corporate	corporate	ADJ
cblr-5118	795	30	fiduciary	fiduciary	ADJ
cblr-5118	795	31	duties	duty	NOUN
cblr-5118	795	32	,	,	PUNCT
cblr-5118	795	33	21	21	NUM
cblr-5118	795	34	stetson	stetson	NOUN
cblr-5118	795	35	l.	l.	PROPN
cblr-5118	795	36	rev	rev	PROPN
cblr-5118	795	37	.	.	PROPN
cblr-5118	795	38	23	23	NUM
cblr-5118	795	39	,	,	PUNCT
cblr-5118	795	40	32	32	NUM
cblr-5118	795	41	(	(	PUNCT
cblr-5118	795	42	1991	1991	NUM
cblr-5118	795	43	)	)	PUNCT
cblr-5118	795	44	;	;	PUNCT
cblr-5118	795	45	stephen	stephen	PROPN
cblr-5118	795	46	m.	m.	PROPN
cblr-5118	795	47	bainbridge	bainbridge	PROPN
cblr-5118	795	48	,	,	PUNCT
cblr-5118	795	49	the	the	DET
cblr-5118	795	50	bishops	bishop	NOUN
cblr-5118	795	51	and	and	CCONJ
cblr-5118	795	52	the	the	DET
cblr-5118	795	53	corporate	corporate	ADJ
cblr-5118	795	54	stakeholder	stakeholder	NOUN
cblr-5118	795	55	debate	debate	NOUN
cblr-5118	795	56	,	,	PUNCT
cblr-5118	795	57	4	4	NUM
cblr-5118	795	58	vill	vill	NOUN
cblr-5118	795	59	.	.	PUNCT
cblr-5118	796	1	j.	j.	PROPN
cblr-5118	796	2	l.	l.	PROPN
cblr-5118	796	3	&	&	CCONJ
cblr-5118	796	4	inv	inv	PROPN
cblr-5118	796	5	.	.	PUNCT
cblr-5118	797	1	mgmt	mgmt	PROPN
cblr-5118	797	2	.	.	PUNCT
cblr-5118	798	1	3	3	NUM
cblr-5118	798	2	,	,	PUNCT
cblr-5118	798	3	12	12	NUM
cblr-5118	798	4	(	(	PUNCT
cblr-5118	798	5	2002	2002	NUM
cblr-5118	798	6	)	)	PUNCT
cblr-5118	798	7	.	.	PUNCT
cblr-5118	799	1	224	224	NUM
cblr-5118	799	2	see	see	VERB
cblr-5118	799	3	lynn	lynn	PROPN
cblr-5118	799	4	stout	stout	PROPN
cblr-5118	799	5	,	,	PUNCT
cblr-5118	799	6	the	the	DET
cblr-5118	799	7	corporation	corporation	NOUN
cblr-5118	799	8	and	and	CCONJ
cblr-5118	799	9	the	the	DET
cblr-5118	799	10	question	question	NOUN
cblr-5118	799	11	of	of	ADP
cblr-5118	799	12	time	time	NOUN
cblr-5118	799	13	,	,	PUNCT
cblr-5118	799	14	in	in	ADP
cblr-5118	799	15	understanding	understand	VERB
cblr-5118	799	16	the	the	DET
cblr-5118	799	17	company	company	NOUN
cblr-5118	799	18	306–10	306–10	NUM
cblr-5118	799	19	(	(	PUNCT
cblr-5118	799	20	barnali	barnali	PROPN
cblr-5118	799	21	choudhury	choudhury	PROPN
cblr-5118	799	22	&	&	CCONJ
cblr-5118	799	23	martin	martin	PROPN
cblr-5118	799	24	petrin	petrin	PROPN
cblr-5118	799	25	,	,	PUNCT
cblr-5118	799	26	eds	eds	PROPN
cblr-5118	799	27	.	.	PROPN
cblr-5118	799	28	,	,	PUNCT
cblr-5118	799	29	2017	2017	NUM
cblr-5118	799	30	)	)	PUNCT
cblr-5118	799	31	;	;	PUNCT
cblr-5118	799	32	tamara	tamara	PROPN
cblr-5118	799	33	belinfanti	belinfanti	PROPN
cblr-5118	799	34	&	&	CCONJ
cblr-5118	799	35	lynn	lynn	PROPN
cblr-5118	799	36	stout	stout	PROPN
cblr-5118	799	37	,	,	PUNCT
cblr-5118	799	38	contested	contested	ADJ
cblr-5118	799	39	visions	vision	NOUN
cblr-5118	799	40	:	:	PUNCT
cblr-5118	799	41	the	the	DET
cblr-5118	799	42	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	799	43	(	(	PUNCT
cblr-5118	799	44	do	do	AUX
cblr-5118	799	45	not	not	PART
cblr-5118	799	46	delte	delte	VERB
cblr-5118	799	47	)	)	PUNCT
cblr-5118	799	48	1/8/2020	1/8/2020	NUM
cblr-5118	799	49	4:46	4:46	NUM
cblr-5118	799	50	pm	pm	NOUN
cblr-5118	799	51	1022	1022	NUM
cblr-5118	799	52	columbia	columbia	PROPN
cblr-5118	799	53	business	business	NOUN
cblr-5118	799	54	law	law	PROPN
cblr-5118	799	55	review	review	NOUN
cblr-5118	799	56	[	[	X
cblr-5118	799	57	vol	vol	NOUN
cblr-5118	799	58	.	.	PUNCT
cblr-5118	799	59	2019	2019	NUM
cblr-5118	799	60	varied	varied	ADJ
cblr-5118	799	61	interests	interest	NOUN
cblr-5118	799	62	in	in	ADP
cblr-5118	799	63	corporate	corporate	ADJ
cblr-5118	799	64	decision	decision	NOUN
cblr-5118	799	65	-	-	PUNCT
cblr-5118	799	66	making	making	NOUN
cblr-5118	799	67	could	could	AUX
cblr-5118	799	68	be	be	AUX
cblr-5118	799	69	incorporated	incorporate	VERB
cblr-5118	799	70	and	and	CCONJ
cblr-5118	799	71	precisely	precisely	ADV
cblr-5118	799	72	specified	specify	VERB
cblr-5118	799	73	,	,	PUNCT
cblr-5118	799	74	to	to	ADP
cblr-5118	799	75	some	some	DET
cblr-5118	799	76	extent	extent	NOUN
cblr-5118	799	77	even	even	ADV
cblr-5118	799	78	quantified	quantify	VERB
cblr-5118	799	79	,	,	PUNCT
cblr-5118	799	80	in	in	ADP
cblr-5118	799	81	the	the	DET
cblr-5118	799	82	relevant	relevant	ADJ
cblr-5118	799	83	algorithms	algorithm	NOUN
cblr-5118	799	84	.	.	PUNCT
cblr-5118	800	1	to	to	PART
cblr-5118	800	2	facilitate	facilitate	VERB
cblr-5118	800	3	monitoring	monitoring	NOUN
cblr-5118	800	4	,	,	PUNCT
cblr-5118	800	5	and	and	CCONJ
cblr-5118	800	6	potentially	potentially	ADV
cblr-5118	800	7	also	also	ADV
cblr-5118	800	8	legal	legal	ADJ
cblr-5118	800	9	claims	claim	NOUN
cblr-5118	800	10	,	,	PUNCT
cblr-5118	800	11	shareholders	shareholder	NOUN
cblr-5118	800	12	and	and	CCONJ
cblr-5118	800	13	other	other	ADJ
cblr-5118	800	14	interested	interested	ADJ
cblr-5118	800	15	parties	party	NOUN
cblr-5118	800	16	could	could	AUX
cblr-5118	800	17	even	even	ADV
cblr-5118	800	18	be	be	AUX
cblr-5118	800	19	given	give	VERB
cblr-5118	800	20	access	access	NOUN
cblr-5118	800	21	to	to	ADP
cblr-5118	800	22	data	datum	NOUN
cblr-5118	800	23	and	and	CCONJ
cblr-5118	800	24	logs	log	NOUN
cblr-5118	800	25	that	that	PRON
cblr-5118	800	26	show	show	VERB
cblr-5118	800	27	if	if	SCONJ
cblr-5118	800	28	and	and	CCONJ
cblr-5118	800	29	how	how	SCONJ
cblr-5118	800	30	these	these	DET
cblr-5118	800	31	considerations	consideration	NOUN
cblr-5118	800	32	have	have	AUX
cblr-5118	800	33	influenced	influence	VERB
cblr-5118	800	34	a	a	DET
cblr-5118	800	35	decision	decision	NOUN
cblr-5118	800	36	.	.	PUNCT
cblr-5118	801	1	at	at	ADP
cblr-5118	801	2	a	a	DET
cblr-5118	801	3	more	more	ADV
cblr-5118	801	4	basic	basic	ADJ
cblr-5118	801	5	level	level	NOUN
cblr-5118	801	6	,	,	PUNCT
cblr-5118	801	7	corporate	corporate	ADJ
cblr-5118	801	8	conduct	conduct	NOUN
cblr-5118	801	9	and	and	CCONJ
cblr-5118	801	10	“	"	PUNCT
cblr-5118	801	11	responsible	responsible	ADJ
cblr-5118	801	12	corporate	corporate	ADJ
cblr-5118	801	13	behaviour	behaviour	NOUN
cblr-5118	801	14	”	"	PUNCT
cblr-5118	801	15	could	could	AUX
cblr-5118	801	16	also	also	ADV
cblr-5118	801	17	be	be	AUX
cblr-5118	801	18	improved	improve	VERB
cblr-5118	801	19	through	through	ADP
cblr-5118	801	20	simpler	simple	ADJ
cblr-5118	801	21	coding	code	VERB
cblr-5118	801	22	features	feature	NOUN
cblr-5118	801	23	.	.	PUNCT
cblr-5118	802	1	for	for	ADP
cblr-5118	802	2	instance	instance	NOUN
cblr-5118	802	3	,	,	PUNCT
cblr-5118	802	4	ai	ai	VERB
cblr-5118	802	5	software	software	NOUN
cblr-5118	802	6	could	could	AUX
cblr-5118	802	7	be	be	AUX
cblr-5118	802	8	given	give	VERB
cblr-5118	802	9	the	the	DET
cblr-5118	802	10	task	task	NOUN
cblr-5118	802	11	to	to	PART
cblr-5118	802	12	learn	learn	VERB
cblr-5118	802	13	and	and	CCONJ
cblr-5118	802	14	comply	comply	VERB
cblr-5118	802	15	with	with	ADP
cblr-5118	802	16	all	all	DET
cblr-5118	802	17	applicable	applicable	ADJ
cblr-5118	802	18	laws	law	NOUN
cblr-5118	802	19	.	.	PUNCT
cblr-5118	803	1	this	this	DET
cblr-5118	803	2	delegation	delegation	NOUN
cblr-5118	803	3	would	would	AUX
cblr-5118	803	4	prevent	prevent	VERB
cblr-5118	803	5	the	the	DET
cblr-5118	803	6	occurrence	occurrence	NOUN
cblr-5118	803	7	of	of	ADP
cblr-5118	803	8	accounting	accounting	NOUN
cblr-5118	803	9	and	and	CCONJ
cblr-5118	803	10	similar	similar	ADJ
cblr-5118	803	11	scandals	scandal	NOUN
cblr-5118	803	12	involving	involve	VERB
cblr-5118	803	13	deliberate	deliberate	ADJ
cblr-5118	803	14	misfeasance	misfeasance	NOUN
cblr-5118	803	15	that	that	PRON
cblr-5118	803	16	peaked	peak	VERB
cblr-5118	803	17	around	around	ADP
cblr-5118	803	18	the	the	DET
cblr-5118	803	19	turn	turn	NOUN
cblr-5118	803	20	of	of	ADP
cblr-5118	803	21	the	the	DET
cblr-5118	803	22	millennium.225	millennium.225	PROPN
cblr-5118	803	23	e.	e.	PROPN
cblr-5118	803	24	legal	legal	ADJ
cblr-5118	803	25	entity	entity	NOUN
cblr-5118	803	26	innovation	innovation	NOUN
cblr-5118	803	27	in	in	ADP
cblr-5118	803	28	the	the	DET
cblr-5118	803	29	previous	previous	ADJ
cblr-5118	803	30	part	part	NOUN
cblr-5118	803	31	,	,	PUNCT
cblr-5118	803	32	the	the	DET
cblr-5118	803	33	article	article	NOUN
cblr-5118	803	34	described	describe	VERB
cblr-5118	803	35	the	the	DET
cblr-5118	803	36	consequences	consequence	NOUN
cblr-5118	803	37	of	of	ADP
cblr-5118	803	38	ai	ai	VERB
cblr-5118	803	39	management	management	NOUN
cblr-5118	803	40	still	still	ADV
cblr-5118	803	41	based	base	VERB
cblr-5118	803	42	on	on	ADP
cblr-5118	803	43	the	the	DET
cblr-5118	803	44	underlying	underlying	ADJ
cblr-5118	803	45	assumption	assumption	NOUN
cblr-5118	803	46	that	that	SCONJ
cblr-5118	803	47	ultimate	ultimate	ADJ
cblr-5118	803	48	control	control	NOUN
cblr-5118	803	49	of	of	ADP
cblr-5118	803	50	ai	ai	NOUN
cblr-5118	803	51	-	-	PUNCT
cblr-5118	803	52	led	lead	VERB
cblr-5118	803	53	businesses	business	NOUN
cblr-5118	803	54	would	would	AUX
cblr-5118	803	55	remain	remain	VERB
cblr-5118	803	56	with	with	ADP
cblr-5118	803	57	human	human	ADJ
cblr-5118	803	58	shareholders	shareholder	NOUN
cblr-5118	803	59	.	.	PUNCT
cblr-5118	804	1	some	some	DET
cblr-5118	804	2	commentators	commentator	NOUN
cblr-5118	804	3	have	have	AUX
cblr-5118	804	4	,	,	PUNCT
cblr-5118	804	5	however	however	ADV
cblr-5118	804	6	,	,	PUNCT
cblr-5118	804	7	recently	recently	ADV
cblr-5118	804	8	drawn	draw	VERB
cblr-5118	804	9	our	our	PRON
cblr-5118	804	10	attention	attention	NOUN
cblr-5118	804	11	to	to	ADP
cblr-5118	804	12	another	another	DET
cblr-5118	804	13	possibility	possibility	NOUN
cblr-5118	804	14	—	—	PUNCT
cblr-5118	804	15	the	the	DET
cblr-5118	804	16	emergence	emergence	NOUN
cblr-5118	804	17	of	of	ADP
cblr-5118	804	18	businesses	business	NOUN
cblr-5118	804	19	that	that	PRON
cblr-5118	804	20	might	might	AUX
cblr-5118	804	21	operate	operate	VERB
cblr-5118	804	22	without	without	ADP
cblr-5118	804	23	any	any	DET
cblr-5118	804	24	ongoing	ongoing	ADJ
cblr-5118	804	25	human	human	ADJ
cblr-5118	804	26	involvement	involvement	NOUN
cblr-5118	804	27	,	,	PUNCT
cblr-5118	804	28	namely	namely	ADV
cblr-5118	804	29	the	the	DET
cblr-5118	804	30	phenomenon	phenomenon	NOUN
cblr-5118	804	31	of	of	ADP
cblr-5118	804	32	algorithmic	algorithmic	ADJ
cblr-5118	804	33	entities	entity	NOUN
cblr-5118	804	34	and	and	CCONJ
cblr-5118	804	35	leaderless	leaderless	ADJ
cblr-5118	804	36	entities	entity	NOUN
cblr-5118	804	37	.	.	PUNCT
cblr-5118	805	1	these	these	DET
cblr-5118	805	2	two	two	NUM
cblr-5118	805	3	concepts	concept	NOUN
cblr-5118	805	4	will	will	AUX
cblr-5118	805	5	be	be	AUX
cblr-5118	805	6	discussed	discuss	VERB
cblr-5118	805	7	in	in	ADP
cblr-5118	805	8	turn	turn	NOUN
cblr-5118	805	9	in	in	ADP
cblr-5118	805	10	the	the	DET
cblr-5118	805	11	following	follow	VERB
cblr-5118	805	12	sections	section	NOUN
cblr-5118	805	13	.	.	PUNCT
cblr-5118	806	1	1	1	X
cblr-5118	806	2	.	.	X
cblr-5118	806	3	algorithmic	algorithmic	ADJ
cblr-5118	806	4	entities	entity	NOUN
cblr-5118	806	5	there	there	PRON
cblr-5118	806	6	are	be	VERB
cblr-5118	806	7	already	already	ADV
cblr-5118	806	8	algorithms	algorithm	NOUN
cblr-5118	806	9	that	that	PRON
cblr-5118	806	10	,	,	PUNCT
cblr-5118	806	11	once	once	ADV
cblr-5118	806	12	programmed	program	VERB
cblr-5118	806	13	and	and	CCONJ
cblr-5118	806	14	released	release	VERB
cblr-5118	806	15	,	,	PUNCT
cblr-5118	806	16	can	can	AUX
cblr-5118	806	17	act	act	VERB
cblr-5118	806	18	and	and	CCONJ
cblr-5118	806	19	survive	survive	VERB
cblr-5118	806	20	autonomously	autonomously	ADV
cblr-5118	806	21	,	,	PUNCT
cblr-5118	806	22	with	with	ADP
cblr-5118	806	23	computer	computer	NOUN
cblr-5118	806	24	value	value	NOUN
cblr-5118	806	25	of	of	ADP
cblr-5118	806	26	systems	system	NOUN
cblr-5118	806	27	theory	theory	NOUN
cblr-5118	806	28	for	for	ADP
cblr-5118	806	29	corporate	corporate	ADJ
cblr-5118	806	30	law	law	NOUN
cblr-5118	806	31	,	,	PUNCT
cblr-5118	806	32	166	166	NUM
cblr-5118	806	33	u.	u.	PROPN
cblr-5118	806	34	pa	pa	PROPN
cblr-5118	806	35	.	.	PUNCT
cblr-5118	806	36	l.	l.	PROPN
cblr-5118	806	37	rev	rev	PROPN
cblr-5118	806	38	.	.	PROPN
cblr-5118	807	1	579	579	NUM
cblr-5118	807	2	,	,	PUNCT
cblr-5118	807	3	605–11	605–11	NUM
cblr-5118	807	4	(	(	PUNCT
cblr-5118	807	5	2018	2018	NUM
cblr-5118	807	6	)	)	PUNCT
cblr-5118	807	7	(	(	PUNCT
cblr-5118	807	8	both	both	PRON
cblr-5118	807	9	applying	apply	VERB
cblr-5118	807	10	insights	insight	NOUN
cblr-5118	807	11	from	from	ADP
cblr-5118	807	12	systems	system	NOUN
cblr-5118	807	13	theory	theory	NOUN
cblr-5118	807	14	to	to	ADP
cblr-5118	807	15	the	the	DET
cblr-5118	807	16	corporate	corporate	ADJ
cblr-5118	807	17	purpose	purpose	NOUN
cblr-5118	807	18	debate	debate	NOUN
cblr-5118	807	19	and	and	CCONJ
cblr-5118	807	20	arguing	argue	VERB
cblr-5118	807	21	that	that	SCONJ
cblr-5118	807	22	corporations	corporation	NOUN
cblr-5118	807	23	can	can	AUX
cblr-5118	807	24	be	be	AUX
cblr-5118	807	25	viewed	view	VERB
cblr-5118	807	26	as	as	ADP
cblr-5118	807	27	a	a	DET
cblr-5118	807	28	system	system	NOUN
cblr-5118	807	29	pursuing	pursue	VERB
cblr-5118	807	30	multiple	multiple	ADJ
cblr-5118	807	31	goals	goal	NOUN
cblr-5118	807	32	)	)	PUNCT
cblr-5118	807	33	.	.	PUNCT
cblr-5118	808	1	225	225	NUM
cblr-5118	808	2	see	see	VERB
cblr-5118	808	3	,	,	PUNCT
cblr-5118	808	4	e.g.	e.g.	ADV
cblr-5118	808	5	,	,	PUNCT
cblr-5118	808	6	elizabeth	elizabeth	PROPN
cblr-5118	808	7	a.	a.	PROPN
cblr-5118	808	8	nowicki	nowicki	PROPN
cblr-5118	808	9	,	,	PUNCT
cblr-5118	808	10	director	director	NOUN
cblr-5118	808	11	inattention	inattention	NOUN
cblr-5118	808	12	and	and	CCONJ
cblr-5118	808	13	director	director	NOUN
cblr-5118	808	14	protection	protection	NOUN
cblr-5118	808	15	under	under	ADP
cblr-5118	808	16	delaware	delaware	PROPN
cblr-5118	808	17	general	general	PROPN
cblr-5118	808	18	corporation	corporation	PROPN
cblr-5118	808	19	law	law	PROPN
cblr-5118	808	20	section	section	NOUN
cblr-5118	808	21	102(b)(7	102(b)(7	NUM
cblr-5118	808	22	):	):	PUNCT
cblr-5118	808	23	a	a	DET
cblr-5118	808	24	proposal	proposal	NOUN
cblr-5118	808	25	for	for	ADP
cblr-5118	808	26	legislative	legislative	ADJ
cblr-5118	808	27	reform	reform	NOUN
cblr-5118	808	28	,	,	PUNCT
cblr-5118	808	29	33	33	NUM
cblr-5118	808	30	del	del	PROPN
cblr-5118	808	31	.	.	PROPN
cblr-5118	808	32	j.	j.	PROPN
cblr-5118	808	33	corp	corp	PROPN
cblr-5118	808	34	.	.	PROPN
cblr-5118	808	35	l.	l.	PROPN
cblr-5118	808	36	695	695	NUM
cblr-5118	808	37	,	,	PUNCT
cblr-5118	808	38	695–96	695–96	NUM
cblr-5118	808	39	(	(	PUNCT
cblr-5118	808	40	2008	2008	NUM
cblr-5118	808	41	)	)	PUNCT
cblr-5118	808	42	(	(	PUNCT
cblr-5118	808	43	discussing	discuss	VERB
cblr-5118	808	44	various	various	ADJ
cblr-5118	808	45	high	high	ADJ
cblr-5118	808	46	-	-	PUNCT
cblr-5118	808	47	profile	profile	NOUN
cblr-5118	808	48	corporate	corporate	ADJ
cblr-5118	808	49	scandals	scandal	NOUN
cblr-5118	808	50	)	)	PUNCT
cblr-5118	808	51	.	.	PUNCT
cblr-5118	809	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	809	2	(	(	PUNCT
cblr-5118	809	3	do	do	AUX
cblr-5118	809	4	not	not	PART
cblr-5118	809	5	delete	delete	VERB
cblr-5118	809	6	)	)	PUNCT
cblr-5118	809	7	1/8/2020	1/8/2020	NUM
cblr-5118	809	8	4:46	4:46	NUM
cblr-5118	809	9	pm	pm	NOUN
cblr-5118	809	10	no	no	INTJ
cblr-5118	809	11	.	.	PUNCT
cblr-5118	810	1	3:965	3:965	NUM
cblr-5118	810	2	]	]	X
cblr-5118	810	3	corporate	corporate	ADJ
cblr-5118	810	4	management	management	NOUN
cblr-5118	810	5	in	in	ADP
cblr-5118	810	6	the	the	DET
cblr-5118	810	7	age	age	NOUN
cblr-5118	810	8	of	of	ADP
cblr-5118	810	9	ai	ai	PROPN
cblr-5118	810	10	1023	1023	NUM
cblr-5118	810	11	viruses	virus	NOUN
cblr-5118	810	12	being	be	AUX
cblr-5118	810	13	a	a	DET
cblr-5118	810	14	familiar	familiar	ADJ
cblr-5118	810	15	example.226	example.226	NOUN
cblr-5118	810	16	it	it	PRON
cblr-5118	810	17	is	be	AUX
cblr-5118	810	18	also	also	ADV
cblr-5118	810	19	conceivable	conceivable	ADJ
cblr-5118	810	20	that	that	SCONJ
cblr-5118	810	21	advanced	advanced	ADJ
cblr-5118	810	22	forms	form	NOUN
cblr-5118	810	23	of	of	ADP
cblr-5118	810	24	such	such	ADJ
cblr-5118	810	25	algorithms	algorithm	NOUN
cblr-5118	810	26	could	could	AUX
cblr-5118	810	27	conduct	conduct	VERB
cblr-5118	810	28	business	business	NOUN
cblr-5118	810	29	.	.	PUNCT
cblr-5118	811	1	an	an	DET
cblr-5118	811	2	algorithm	algorithm	NOUN
cblr-5118	811	3	“	"	PUNCT
cblr-5118	811	4	could	could	AUX
cblr-5118	811	5	roam	roam	VERB
cblr-5118	811	6	the	the	DET
cblr-5118	811	7	internet	internet	NOUN
cblr-5118	811	8	with	with	ADP
cblr-5118	811	9	its	its	PRON
cblr-5118	811	10	own	own	ADJ
cblr-5118	811	11	wallet	wallet	NOUN
cblr-5118	811	12	and	and	CCONJ
cblr-5118	811	13	its	its	PRON
cblr-5118	811	14	own	own	ADJ
cblr-5118	811	15	capacity	capacity	NOUN
cblr-5118	811	16	to	to	PART
cblr-5118	811	17	learn	learn	VERB
cblr-5118	811	18	and	and	CCONJ
cblr-5118	811	19	adapt	adapt	VERB
cblr-5118	811	20	,	,	PUNCT
cblr-5118	811	21	in	in	ADP
cblr-5118	811	22	pursuit	pursuit	NOUN
cblr-5118	811	23	of	of	ADP
cblr-5118	811	24	its	its	PRON
cblr-5118	811	25	goals	goal	NOUN
cblr-5118	811	26	determined	determine	VERB
cblr-5118	811	27	by	by	ADP
cblr-5118	811	28	a	a	DET
cblr-5118	811	29	creator	creator	NOUN
cblr-5118	811	30	,	,	PUNCT
cblr-5118	811	31	purchasing	purchase	VERB
cblr-5118	811	32	the	the	DET
cblr-5118	811	33	resources	resource	NOUN
cblr-5118	811	34	it	it	PRON
cblr-5118	811	35	requires	require	VERB
cblr-5118	811	36	to	to	PART
cblr-5118	811	37	survive	survive	VERB
cblr-5118	811	38	like	like	ADP
cblr-5118	811	39	computer	computer	NOUN
cblr-5118	811	40	power	power	NOUN
cblr-5118	811	41	,	,	PUNCT
cblr-5118	811	42	all	all	DET
cblr-5118	811	43	the	the	DET
cblr-5118	811	44	while	while	NOUN
cblr-5118	811	45	selling	sell	VERB
cblr-5118	811	46	services	service	NOUN
cblr-5118	811	47	to	to	ADP
cblr-5118	811	48	other	other	ADJ
cblr-5118	811	49	entities	entity	NOUN
cblr-5118	811	50	.	.	PUNCT
cblr-5118	812	1	”227	”227	PROPN
cblr-5118	812	2	still	still	ADV
cblr-5118	812	3	,	,	PUNCT
cblr-5118	812	4	algorithms	algorithm	NOUN
cblr-5118	812	5	are	be	AUX
cblr-5118	812	6	not	not	PART
cblr-5118	812	7	legal	legal	ADJ
cblr-5118	812	8	entities	entity	NOUN
cblr-5118	812	9	,	,	PUNCT
cblr-5118	812	10	which	which	PRON
cblr-5118	812	11	limits	limit	VERB
cblr-5118	812	12	their	their	PRON
cblr-5118	812	13	practical	practical	ADJ
cblr-5118	812	14	use	use	NOUN
cblr-5118	812	15	and	and	CCONJ
cblr-5118	812	16	ability	ability	NOUN
cblr-5118	812	17	to	to	PART
cblr-5118	812	18	transact	transact	VERB
cblr-5118	812	19	business	business	NOUN
cblr-5118	812	20	.	.	PUNCT
cblr-5118	813	1	legal	legal	ADJ
cblr-5118	813	2	scholars	scholar	NOUN
cblr-5118	813	3	have	have	AUX
cblr-5118	813	4	,	,	PUNCT
cblr-5118	813	5	however	however	ADV
cblr-5118	813	6	,	,	PUNCT
cblr-5118	813	7	explored	explore	VERB
cblr-5118	813	8	a	a	DET
cblr-5118	813	9	sophisticated	sophisticated	ADJ
cblr-5118	813	10	and	and	CCONJ
cblr-5118	813	11	particularly	particularly	ADV
cblr-5118	813	12	intriguing	intriguing	ADJ
cblr-5118	813	13	variant	variant	NOUN
cblr-5118	813	14	of	of	ADP
cblr-5118	813	15	the	the	DET
cblr-5118	813	16	autonomous	autonomous	ADJ
cblr-5118	813	17	algorithm	algorithm	NOUN
cblr-5118	813	18	in	in	ADP
cblr-5118	813	19	considering	consider	VERB
cblr-5118	813	20	so	so	ADV
cblr-5118	813	21	-	-	PUNCT
cblr-5118	813	22	called	call	VERB
cblr-5118	813	23	algorithmic	algorithmic	ADJ
cblr-5118	813	24	entities,228	entities,228	PROPN
cblr-5118	813	25	which	which	PRON
cblr-5118	813	26	combine	combine	VERB
cblr-5118	813	27	algorithms	algorithm	NOUN
cblr-5118	813	28	with	with	ADP
cblr-5118	813	29	legal	legal	ADJ
cblr-5118	813	30	entities	entity	NOUN
cblr-5118	813	31	.	.	PUNCT
cblr-5118	814	1	aes	aes	PROPN
cblr-5118	814	2	are	be	AUX
cblr-5118	814	3	comprised	comprise	VERB
cblr-5118	814	4	of	of	ADP
cblr-5118	814	5	a	a	DET
cblr-5118	814	6	legal	legal	ADJ
cblr-5118	814	7	entity	entity	NOUN
cblr-5118	814	8	that	that	PRON
cblr-5118	814	9	provides	provide	VERB
cblr-5118	814	10	the	the	DET
cblr-5118	814	11	shell	shell	NOUN
cblr-5118	814	12	for	for	ADP
cblr-5118	814	13	a	a	DET
cblr-5118	814	14	software	software	NOUN
cblr-5118	814	15	/	/	SYM
cblr-5118	814	16	algorithm	algorithm	NOUN
cblr-5118	814	17	that	that	PRON
cblr-5118	814	18	controls	control	VERB
cblr-5118	814	19	the	the	DET
cblr-5118	814	20	entity	entity	NOUN
cblr-5118	814	21	without	without	ADP
cblr-5118	814	22	any	any	DET
cblr-5118	814	23	human	human	ADJ
cblr-5118	814	24	participation.229	participation.229	NOUN
cblr-5118	814	25	the	the	DET
cblr-5118	814	26	importance	importance	NOUN
cblr-5118	814	27	of	of	ADP
cblr-5118	814	28	an	an	DET
cblr-5118	814	29	algorithm	algorithm	NOUN
cblr-5118	814	30	’s	’s	PART
cblr-5118	814	31	ability	ability	NOUN
cblr-5118	814	32	to	to	PART
cblr-5118	814	33	control	control	VERB
cblr-5118	814	34	a	a	DET
cblr-5118	814	35	legal	legal	ADJ
cblr-5118	814	36	entity	entity	NOUN
cblr-5118	814	37	is	be	AUX
cblr-5118	814	38	that	that	SCONJ
cblr-5118	814	39	it	it	PRON
cblr-5118	814	40	creates	create	VERB
cblr-5118	814	41	legal	legal	ADJ
cblr-5118	814	42	rights	right	NOUN
cblr-5118	814	43	for	for	ADP
cblr-5118	814	44	the	the	DET
cblr-5118	814	45	algorithm	algorithm	NOUN
cblr-5118	814	46	and	and	CCONJ
cblr-5118	814	47	enables	enable	VERB
cblr-5118	814	48	and	and	CCONJ
cblr-5118	814	49	legitimizes	legitimize	VERB
cblr-5118	814	50	its	its	PRON
cblr-5118	814	51	ability	ability	NOUN
cblr-5118	814	52	to	to	PART
cblr-5118	814	53	transact	transact	VERB
cblr-5118	814	54	in	in	ADP
cblr-5118	814	55	the	the	DET
cblr-5118	814	56	“	"	PUNCT
cblr-5118	814	57	real	real	ADJ
cblr-5118	814	58	world	world	NOUN
cblr-5118	814	59	.	.	PUNCT
cblr-5118	814	60	”	"	PUNCT
cblr-5118	815	1	as	as	SCONJ
cblr-5118	815	2	lopucki	lopucki	PROPN
cblr-5118	815	3	has	have	AUX
cblr-5118	815	4	noted	note	VERB
cblr-5118	815	5	,	,	PUNCT
cblr-5118	815	6	the	the	DET
cblr-5118	815	7	legal	legal	ADJ
cblr-5118	815	8	entity	entity	NOUN
cblr-5118	815	9	’s	’s	PART
cblr-5118	815	10	rights	right	NOUN
cblr-5118	815	11	effectively	effectively	ADV
cblr-5118	815	12	become	become	VERB
cblr-5118	815	13	the	the	DET
cblr-5118	815	14	algorithm	algorithm	NOUN
cblr-5118	815	15	’s	’s	PART
cblr-5118	815	16	rights.230	rights.230	NOUN
cblr-5118	815	17	an	an	DET
cblr-5118	815	18	ae	ae	PROPN
cblr-5118	815	19	could	could	AUX
cblr-5118	815	20	therefore	therefore	ADV
cblr-5118	815	21	enjoy	enjoy	VERB
cblr-5118	815	22	rights	right	NOUN
cblr-5118	815	23	such	such	ADJ
cblr-5118	815	24	as	as	ADP
cblr-5118	815	25	the	the	DET
cblr-5118	815	26	right	right	NOUN
cblr-5118	815	27	to	to	ADP
cblr-5118	815	28	privacy	privacy	NOUN
cblr-5118	815	29	,	,	PUNCT
cblr-5118	815	30	to	to	PART
cblr-5118	815	31	own	own	VERB
cblr-5118	815	32	property	property	NOUN
cblr-5118	815	33	,	,	PUNCT
cblr-5118	815	34	to	to	PART
cblr-5118	815	35	enter	enter	VERB
cblr-5118	815	36	into	into	ADP
cblr-5118	815	37	contracts	contract	NOUN
cblr-5118	815	38	,	,	PUNCT
cblr-5118	815	39	to	to	PART
cblr-5118	815	40	be	be	AUX
cblr-5118	815	41	represented	represent	VERB
cblr-5118	815	42	by	by	ADP
cblr-5118	815	43	counsel	counsel	NOUN
cblr-5118	815	44	,	,	PUNCT
cblr-5118	815	45	to	to	PART
cblr-5118	815	46	be	be	AUX
cblr-5118	815	47	free	free	ADJ
cblr-5118	815	48	from	from	ADP
cblr-5118	815	49	unreasonable	unreasonable	ADJ
cblr-5118	815	50	search	search	NOUN
cblr-5118	815	51	and	and	CCONJ
cblr-5118	815	52	seizure	seizure	VERB
cblr-5118	815	53	,	,	PUNCT
cblr-5118	815	54	to	to	PART
cblr-5118	815	55	equal	equal	ADJ
cblr-5118	815	56	protection	protection	NOUN
cblr-5118	815	57	of	of	ADP
cblr-5118	815	58	the	the	DET
cblr-5118	815	59	laws	law	NOUN
cblr-5118	815	60	,	,	PUNCT
cblr-5118	815	61	to	to	PART
cblr-5118	815	62	speak	speak	VERB
cblr-5118	815	63	freely	freely	ADV
cblr-5118	815	64	,	,	PUNCT
cblr-5118	815	65	and	and	CCONJ
cblr-5118	815	66	to	to	PART
cblr-5118	815	67	spend	spend	VERB
cblr-5118	815	68	money	money	NOUN
cblr-5118	815	69	on	on	ADP
cblr-5118	815	70	political	political	ADJ
cblr-5118	815	71	campaigns.231	campaigns.231	NOUN
cblr-5118	815	72	possessing	possess	VERB
cblr-5118	815	73	these	these	DET
cblr-5118	815	74	rights	right	NOUN
cblr-5118	815	75	would	would	AUX
cblr-5118	815	76	allow	allow	VERB
cblr-5118	815	77	an	an	DET
cblr-5118	815	78	ae	ae	PROPN
cblr-5118	815	79	to	to	PART
cblr-5118	815	80	“	"	PUNCT
cblr-5118	815	81	participate	participate	VERB
cblr-5118	815	82	effectively	effectively	ADV
cblr-5118	815	83	in	in	ADP
cblr-5118	815	84	legitimate	legitimate	ADJ
cblr-5118	815	85	economic	economic	ADJ
cblr-5118	815	86	and	and	CCONJ
cblr-5118	815	87	political	political	ADJ
cblr-5118	815	88	activity	activity	NOUN
cblr-5118	815	89	”	"	PUNCT
cblr-5118	815	90	and	and	CCONJ
cblr-5118	815	91	“	"	PUNCT
cblr-5118	815	92	engage	engage	VERB
cblr-5118	815	93	in	in	ADP
cblr-5118	815	94	business	business	NOUN
cblr-5118	815	95	,	,	PUNCT
cblr-5118	815	96	accumulate	accumulate	VERB
cblr-5118	815	97	wealth	wealth	NOUN
cblr-5118	815	98	,	,	PUNCT
cblr-5118	815	99	or	or	CCONJ
cblr-5118	815	100	deal	deal	VERB
cblr-5118	815	101	with	with	ADP
cblr-5118	815	102	people	people	NOUN
cblr-5118	815	103	in	in	ADP
cblr-5118	815	104	the	the	DET
cblr-5118	815	105	above	above	NOUN
cblr-5118	815	106	-	-	PUNCT
cblr-5118	815	107	ground	ground	NOUN
cblr-5118	815	108	226	226	NUM
cblr-5118	815	109	see	see	VERB
cblr-5118	815	110	don	don	PROPN
cblr-5118	815	111	tapscott	tapscott	PROPN
cblr-5118	815	112	&	&	CCONJ
cblr-5118	815	113	alex	alex	PROPN
cblr-5118	815	114	tapscott	tapscott	PROPN
cblr-5118	815	115	,	,	PUNCT
cblr-5118	815	116	blockchain	blockchain	PROPN
cblr-5118	815	117	revolution	revolution	PROPN
cblr-5118	815	118	122	122	NUM
cblr-5118	815	119	(	(	PUNCT
cblr-5118	815	120	2016	2016	NUM
cblr-5118	815	121	)	)	PUNCT
cblr-5118	815	122	.	.	PUNCT
cblr-5118	816	1	227	227	NUM
cblr-5118	817	1	i	i	PRON
cblr-5118	817	2	d.	d.	PROPN
cblr-5118	817	3	(	(	PUNCT
cblr-5118	817	4	referring	refer	VERB
cblr-5118	817	5	to	to	ADP
cblr-5118	817	6	this	this	DET
cblr-5118	817	7	type	type	NOUN
cblr-5118	817	8	of	of	ADP
cblr-5118	817	9	algorithm	algorithm	NOUN
cblr-5118	817	10	as	as	ADP
cblr-5118	817	11	an	an	DET
cblr-5118	817	12	“	"	PUNCT
cblr-5118	817	13	autonomous	autonomous	ADJ
cblr-5118	817	14	agent	agent	NOUN
cblr-5118	817	15	”	"	PUNCT
cblr-5118	817	16	)	)	PUNCT
cblr-5118	817	17	.	.	PUNCT
cblr-5118	818	1	228	228	NUM
cblr-5118	818	2	see	see	VERB
cblr-5118	818	3	lynn	lynn	PROPN
cblr-5118	818	4	m.	m.	PROPN
cblr-5118	818	5	lopucki	lopucki	PROPN
cblr-5118	818	6	,	,	PUNCT
cblr-5118	818	7	algorithmic	algorithmic	ADJ
cblr-5118	818	8	entities	entity	NOUN
cblr-5118	818	9	,	,	PUNCT
cblr-5118	818	10	95	95	NUM
cblr-5118	818	11	wash	wash	NOUN
cblr-5118	818	12	.	.	PUNCT
cblr-5118	819	1	u.	u.	PROPN
cblr-5118	819	2	l.	l.	PROPN
cblr-5118	819	3	rev	rev	PROPN
cblr-5118	819	4	.	.	PROPN
cblr-5118	819	5	887	887	NUM
cblr-5118	819	6	,	,	PUNCT
cblr-5118	819	7	890–91	890–91	NUM
cblr-5118	819	8	(	(	PUNCT
cblr-5118	819	9	2018	2018	NUM
cblr-5118	819	10	)	)	PUNCT
cblr-5118	819	11	;	;	PUNCT
cblr-5118	819	12	see	see	VERB
cblr-5118	819	13	also	also	ADV
cblr-5118	819	14	shawn	shawn	PROPN
cblr-5118	819	15	bayern	bayern	PROPN
cblr-5118	819	16	,	,	PUNCT
cblr-5118	819	17	the	the	DET
cblr-5118	819	18	implications	implication	NOUN
cblr-5118	819	19	of	of	ADP
cblr-5118	819	20	modern	modern	ADJ
cblr-5118	819	21	business	business	NOUN
cblr-5118	819	22	-	-	PUNCT
cblr-5118	819	23	entity	entity	NOUN
cblr-5118	819	24	law	law	NOUN
cblr-5118	819	25	for	for	ADP
cblr-5118	819	26	the	the	DET
cblr-5118	819	27	regulation	regulation	NOUN
cblr-5118	819	28	of	of	ADP
cblr-5118	819	29	autonomous	autonomous	ADJ
cblr-5118	819	30	systems	system	NOUN
cblr-5118	819	31	,	,	PUNCT
cblr-5118	819	32	19	19	NUM
cblr-5118	819	33	stan	stan	NOUN
cblr-5118	819	34	.	.	PUNCT
cblr-5118	820	1	tech	tech	PROPN
cblr-5118	820	2	.	.	PUNCT
cblr-5118	821	1	l.	l.	PROPN
cblr-5118	821	2	rev	rev	PROPN
cblr-5118	821	3	.	.	PROPN
cblr-5118	822	1	93	93	NUM
cblr-5118	822	2	(	(	PUNCT
cblr-5118	822	3	2015	2015	NUM
cblr-5118	822	4	)	)	PUNCT
cblr-5118	822	5	.	.	PUNCT
cblr-5118	823	1	229	229	NUM
cblr-5118	823	2	see	see	VERB
cblr-5118	823	3	lopucki	lopucki	PROPN
cblr-5118	823	4	,	,	PUNCT
cblr-5118	823	5	supra	supra	PROPN
cblr-5118	823	6	note	note	PROPN
cblr-5118	823	7	228	228	NUM
cblr-5118	823	8	,	,	PUNCT
cblr-5118	823	9	at	at	ADP
cblr-5118	823	10	897	897	NUM
cblr-5118	823	11	.	.	PUNCT
cblr-5118	824	1	230	230	NUM
cblr-5118	824	2	i	i	PRON
cblr-5118	824	3	d.	d.	PROPN
cblr-5118	824	4	at	at	ADP
cblr-5118	824	5	890	890	NUM
cblr-5118	824	6	.	.	NUM
cblr-5118	824	7	231	231	NUM
cblr-5118	825	1	i	i	PRON
cblr-5118	825	2	d.	d.	PROPN
cblr-5118	825	3	at	at	ADP
cblr-5118	825	4	890–91	890–91	NUM
cblr-5118	825	5	(	(	PUNCT
cblr-5118	825	6	footnotes	footnote	NOUN
cblr-5118	825	7	omitted	omit	VERB
cblr-5118	825	8	)	)	PUNCT
cblr-5118	825	9	.	.	PUNCT
cblr-5118	826	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	826	2	(	(	PUNCT
cblr-5118	826	3	do	do	AUX
cblr-5118	826	4	not	not	PART
cblr-5118	826	5	delte	delte	VERB
cblr-5118	826	6	)	)	PUNCT
cblr-5118	826	7	1/8/2020	1/8/2020	NUM
cblr-5118	826	8	4:46	4:46	NUM
cblr-5118	826	9	pm	pm	NOUN
cblr-5118	826	10	1024	1024	NUM
cblr-5118	826	11	columbia	columbia	PROPN
cblr-5118	826	12	business	business	NOUN
cblr-5118	826	13	law	law	PROPN
cblr-5118	826	14	review	review	NOUN
cblr-5118	827	1	[	[	X
cblr-5118	827	2	vol	vol	NOUN
cblr-5118	827	3	.	.	NOUN
cblr-5118	827	4	2019	2019	NUM
cblr-5118	827	5	economy	economy	NOUN
cblr-5118	827	6	.	.	PUNCT
cblr-5118	828	1	”232	”232	PROPN
cblr-5118	829	1	this	this	PRON
cblr-5118	829	2	opens	open	VERB
cblr-5118	829	3	up	up	ADP
cblr-5118	829	4	entirely	entirely	ADV
cblr-5118	829	5	new	new	ADJ
cblr-5118	829	6	opportunities	opportunity	NOUN
cblr-5118	829	7	for	for	ADP
cblr-5118	829	8	aes	aes	PROPN
cblr-5118	829	9	.	.	PROPN
cblr-5118	830	1	from	from	ADP
cblr-5118	830	2	a	a	DET
cblr-5118	830	3	practical	practical	ADJ
cblr-5118	830	4	standpoint	standpoint	NOUN
cblr-5118	830	5	,	,	PUNCT
cblr-5118	830	6	self	self	NOUN
cblr-5118	830	7	-	-	PUNCT
cblr-5118	830	8	managed	manage	VERB
cblr-5118	830	9	aes	aes	NOUN
cblr-5118	830	10	are	be	AUX
cblr-5118	830	11	already	already	ADV
cblr-5118	830	12	conceivable	conceivable	ADJ
cblr-5118	830	13	when	when	SCONJ
cblr-5118	830	14	it	it	PRON
cblr-5118	830	15	comes	come	VERB
cblr-5118	830	16	to	to	ADP
cblr-5118	830	17	relatively	relatively	ADV
cblr-5118	830	18	simple	simple	ADJ
cblr-5118	830	19	commercial	commercial	ADJ
cblr-5118	830	20	applications	application	NOUN
cblr-5118	830	21	.	.	PUNCT
cblr-5118	831	1	that	that	PRON
cblr-5118	831	2	is	be	AUX
cblr-5118	831	3	,	,	PUNCT
cblr-5118	831	4	today	today	NOUN
cblr-5118	831	5	’s	’s	PART
cblr-5118	831	6	algorithms	algorithm	NOUN
cblr-5118	831	7	,	,	PUNCT
cblr-5118	831	8	commentators	commentator	NOUN
cblr-5118	831	9	have	have	AUX
cblr-5118	831	10	opined	opine	VERB
cblr-5118	831	11	,	,	PUNCT
cblr-5118	831	12	could	could	AUX
cblr-5118	831	13	autonomously	autonomously	ADV
cblr-5118	831	14	and	and	CCONJ
cblr-5118	831	15	self	self	NOUN
cblr-5118	831	16	-	-	PUNCT
cblr-5118	831	17	sufficiently	sufficiently	ADV
cblr-5118	831	18	run	run	VERB
cblr-5118	831	19	profitable	profitable	ADJ
cblr-5118	831	20	businesses.233	businesses.233	NOUN
cblr-5118	831	21	it	it	PRON
cblr-5118	831	22	is	be	AUX
cblr-5118	831	23	possible	possible	ADJ
cblr-5118	831	24	to	to	PART
cblr-5118	831	25	imagine	imagine	VERB
cblr-5118	831	26	that	that	SCONJ
cblr-5118	831	27	this	this	PRON
cblr-5118	831	28	could	could	AUX
cblr-5118	831	29	be	be	AUX
cblr-5118	831	30	quite	quite	ADV
cblr-5118	831	31	easily	easily	ADV
cblr-5118	831	32	achieved	achieve	VERB
cblr-5118	831	33	for	for	ADP
cblr-5118	831	34	a	a	DET
cblr-5118	831	35	number	number	NOUN
cblr-5118	831	36	of	of	ADP
cblr-5118	831	37	activities	activity	NOUN
cblr-5118	831	38	similar	similar	ADJ
cblr-5118	831	39	to	to	ADP
cblr-5118	831	40	those	those	PRON
cblr-5118	831	41	already	already	ADV
cblr-5118	831	42	identified	identify	VERB
cblr-5118	831	43	as	as	ADP
cblr-5118	831	44	possible	possible	ADJ
cblr-5118	831	45	activities	activity	NOUN
cblr-5118	831	46	for	for	ADP
cblr-5118	831	47	algorithmic	algorithmic	ADJ
cblr-5118	831	48	entities	entity	NOUN
cblr-5118	831	49	:	:	PUNCT
cblr-5118	831	50	cloud	cloud	NOUN
cblr-5118	831	51	storage	storage	NOUN
cblr-5118	831	52	,	,	PUNCT
cblr-5118	831	53	bike	bike	NOUN
cblr-5118	831	54	rental	rental	NOUN
cblr-5118	831	55	,	,	PUNCT
cblr-5118	831	56	online	online	ADJ
cblr-5118	831	57	gambling	gambling	NOUN
cblr-5118	831	58	,	,	PUNCT
cblr-5118	831	59	vending	vend	VERB
cblr-5118	831	60	machine	machine	NOUN
cblr-5118	831	61	operation	operation	NOUN
cblr-5118	831	62	,	,	PUNCT
cblr-5118	831	63	and	and	CCONJ
cblr-5118	831	64	services	service	NOUN
cblr-5118	831	65	similar	similar	ADJ
cblr-5118	831	66	to	to	ADP
cblr-5118	831	67	those	those	PRON
cblr-5118	831	68	of	of	ADP
cblr-5118	831	69	uber	uber	NOUN
cblr-5118	831	70	and	and	CCONJ
cblr-5118	831	71	airbnb.234	airbnb.234	NOUN
cblr-5118	831	72	as	as	ADP
cblr-5118	831	73	ai	ai	VERB
cblr-5118	831	74	evolves	evolve	NOUN
cblr-5118	831	75	,	,	PUNCT
cblr-5118	831	76	more	more	ADV
cblr-5118	831	77	complex	complex	ADJ
cblr-5118	831	78	ventures	venture	NOUN
cblr-5118	831	79	will	will	AUX
cblr-5118	831	80	be	be	AUX
cblr-5118	831	81	within	within	ADP
cblr-5118	831	82	reach	reach	NOUN
cblr-5118	831	83	.	.	PUNCT
cblr-5118	832	1	new	new	ADJ
cblr-5118	832	2	generations	generation	NOUN
cblr-5118	832	3	of	of	ADP
cblr-5118	832	4	algorithms	algorithm	NOUN
cblr-5118	832	5	will	will	AUX
cblr-5118	832	6	likely	likely	ADV
cblr-5118	832	7	be	be	AUX
cblr-5118	832	8	able	able	ADJ
cblr-5118	832	9	to	to	PART
cblr-5118	832	10	upgrade	upgrade	VERB
cblr-5118	832	11	their	their	PRON
cblr-5118	832	12	own	own	ADJ
cblr-5118	832	13	software	software	NOUN
cblr-5118	832	14	,	,	PUNCT
cblr-5118	832	15	adapt	adapt	VERB
cblr-5118	832	16	to	to	ADP
cblr-5118	832	17	new	new	ADJ
cblr-5118	832	18	business	business	NOUN
cblr-5118	832	19	models	model	NOUN
cblr-5118	832	20	,	,	PUNCT
cblr-5118	832	21	and	and	CCONJ
cblr-5118	832	22	discover	discover	VERB
cblr-5118	832	23	and	and	CCONJ
cblr-5118	832	24	enter	enter	VERB
cblr-5118	832	25	new	new	ADJ
cblr-5118	832	26	industries.235	industries.235	NOUN
cblr-5118	832	27	from	from	ADP
cblr-5118	832	28	a	a	DET
cblr-5118	832	29	legal	legal	ADJ
cblr-5118	832	30	standpoint	standpoint	NOUN
cblr-5118	832	31	,	,	PUNCT
cblr-5118	832	32	hurdles	hurdle	NOUN
cblr-5118	832	33	remain	remain	VERB
cblr-5118	832	34	.	.	PUNCT
cblr-5118	833	1	among	among	ADP
cblr-5118	833	2	others	other	NOUN
cblr-5118	833	3	,	,	PUNCT
cblr-5118	833	4	the	the	DET
cblr-5118	833	5	current	current	ADJ
cblr-5118	833	6	prevalence	prevalence	NOUN
cblr-5118	833	7	of	of	ADP
cblr-5118	833	8	corporate	corporate	ADJ
cblr-5118	833	9	laws	law	NOUN
cblr-5118	833	10	that	that	PRON
cblr-5118	833	11	restrict	restrict	VERB
cblr-5118	833	12	board	board	NOUN
cblr-5118	833	13	membership	membership	NOUN
cblr-5118	833	14	to	to	ADP
cblr-5118	833	15	natural	natural	ADJ
cblr-5118	833	16	persons	person	NOUN
cblr-5118	833	17	would	would	AUX
cblr-5118	833	18	seem	seem	VERB
cblr-5118	833	19	to	to	PART
cblr-5118	833	20	contradict	contradict	VERB
cblr-5118	833	21	aes	aes	PROPN
cblr-5118	833	22	.	.	PUNCT
cblr-5118	834	1	of	of	ADP
cblr-5118	834	2	course	course	NOUN
cblr-5118	834	3	,	,	PUNCT
cblr-5118	834	4	there	there	PRON
cblr-5118	834	5	could	could	AUX
cblr-5118	834	6	be	be	AUX
cblr-5118	834	7	legal	legal	ADJ
cblr-5118	834	8	reform	reform	NOUN
cblr-5118	834	9	,	,	PUNCT
cblr-5118	834	10	however	however	ADV
cblr-5118	834	11	,	,	PUNCT
cblr-5118	834	12	scholars	scholar	NOUN
cblr-5118	834	13	have	have	AUX
cblr-5118	834	14	shown	show	VERB
cblr-5118	834	15	how	how	SCONJ
cblr-5118	834	16	aes	aes	PROPN
cblr-5118	834	17	may	may	AUX
cblr-5118	834	18	already	already	ADV
cblr-5118	834	19	be	be	AUX
cblr-5118	834	20	conceivable	conceivable	ADJ
cblr-5118	834	21	under	under	ADP
cblr-5118	834	22	existing	exist	VERB
cblr-5118	834	23	legal	legal	ADJ
cblr-5118	834	24	frameworks	framework	NOUN
cblr-5118	834	25	in	in	ADP
cblr-5118	834	26	the	the	DET
cblr-5118	834	27	u.s	u.s	PROPN
cblr-5118	834	28	.	.	PROPN
cblr-5118	834	29	,	,	PUNCT
cblr-5118	834	30	u.k	u.k	PROPN
cblr-5118	834	31	.	.	PROPN
cblr-5118	834	32	,	,	PUNCT
cblr-5118	834	33	and	and	CCONJ
cblr-5118	834	34	germany.236	germany.236	ADJ
cblr-5118	834	35	for	for	ADP
cblr-5118	834	36	instance	instance	NOUN
cblr-5118	834	37	,	,	PUNCT
cblr-5118	834	38	lopucki	lopucki	PROPN
cblr-5118	834	39	concluded	conclude	VERB
cblr-5118	834	40	that	that	SCONJ
cblr-5118	834	41	“	"	PUNCT
cblr-5118	834	42	formation	formation	NOUN
cblr-5118	834	43	of	of	ADP
cblr-5118	834	44	aes	aes	PROPN
cblr-5118	834	45	is	be	AUX
cblr-5118	834	46	probably	probably	ADV
cblr-5118	834	47	possible	possible	ADJ
cblr-5118	834	48	under	under	ADP
cblr-5118	834	49	the	the	DET
cblr-5118	834	50	llc	llc	PROPN
cblr-5118	834	51	statutes	statute	NOUN
cblr-5118	834	52	of	of	ADP
cblr-5118	834	53	all	all	PRON
cblr-5118	834	54	,	,	PUNCT
cblr-5118	834	55	or	or	CCONJ
cblr-5118	834	56	nearly	nearly	ADV
cblr-5118	834	57	all	all	PRON
cblr-5118	834	58	,	,	PUNCT
cblr-5118	834	59	u.s	u.s	PROPN
cblr-5118	834	60	.	.	PROPN
cblr-5118	834	61	jurisdictions	jurisdiction	NOUN
cblr-5118	834	62	”	"	PUNCT
cblr-5118	834	63	and	and	CCONJ
cblr-5118	834	64	“	"	PUNCT
cblr-5118	834	65	the	the	DET
cblr-5118	834	66	formation	formation	NOUN
cblr-5118	834	67	of	of	ADP
cblr-5118	834	68	aes	aes	PROPN
cblr-5118	834	69	is	be	AUX
cblr-5118	834	70	probably	probably	ADV
cblr-5118	834	71	possible	possible	ADJ
cblr-5118	834	72	under	under	ADP
cblr-5118	834	73	the	the	DET
cblr-5118	834	74	delaware	delaware	PROPN
cblr-5118	834	75	general	general	PROPN
cblr-5118	834	76	corporation	corporation	PROPN
cblr-5118	834	77	law	law	PROPN
cblr-5118	834	78	,	,	PUNCT
cblr-5118	834	79	the	the	DET
cblr-5118	834	80	model	model	NOUN
cblr-5118	834	81	business	business	PROPN
cblr-5118	834	82	corporation	corporation	PROPN
cblr-5118	834	83	act	act	PROPN
cblr-5118	834	84	,	,	PUNCT
cblr-5118	834	85	the	the	DET
cblr-5118	834	86	uniform	uniform	ADJ
cblr-5118	834	87	limited	limited	PROPN
cblr-5118	834	88	partnership	partnership	PROPN
cblr-5118	834	89	act	act	PROPN
cblr-5118	834	90	,	,	PUNCT
cblr-5118	834	91	the	the	DET
cblr-5118	834	92	uniform	uniform	ADJ
cblr-5118	834	93	limited	limited	ADJ
cblr-5118	834	94	liability	liability	NOUN
cblr-5118	834	95	company	company	NOUN
cblr-5118	834	96	act	act	NOUN
cblr-5118	834	97	,	,	PUNCT
cblr-5118	834	98	and	and	CCONJ
cblr-5118	834	99	the	the	DET
cblr-5118	834	100	revised	revise	VERB
cblr-5118	834	101	uniform	uniform	PROPN
cblr-5118	834	102	partnership	partnership	PROPN
cblr-5118	834	103	act	act	PROPN
cblr-5118	834	104	.	.	PUNCT
cblr-5118	834	105	”237	”237	PUNCT
cblr-5118	835	1	nevertheless	nevertheless	ADV
cblr-5118	835	2	,	,	PUNCT
cblr-5118	835	3	there	there	PRON
cblr-5118	835	4	is	be	VERB
cblr-5118	835	5	considerable	considerable	ADJ
cblr-5118	835	6	uncertainty	uncertainty	NOUN
cblr-5118	835	7	regarding	regard	VERB
cblr-5118	835	8	the	the	DET
cblr-5118	835	9	legality	legality	NOUN
cblr-5118	835	10	of	of	ADP
cblr-5118	835	11	aes	aes	PROPN
cblr-5118	835	12	232	232	PROPN
cblr-5118	836	1	i	i	PRON
cblr-5118	836	2	d.	d.	PROPN
cblr-5118	836	3	at	at	ADP
cblr-5118	836	4	902	902	NUM
cblr-5118	836	5	.	.	PUNCT
cblr-5118	837	1	233	233	NUM
cblr-5118	838	1	i	i	PRON
cblr-5118	838	2	d.	d.	PROPN
cblr-5118	838	3	at	at	ADP
cblr-5118	838	4	891	891	NUM
cblr-5118	838	5	.	.	PUNCT
cblr-5118	839	1	234	234	NUM
cblr-5118	839	2	see	see	VERB
cblr-5118	839	3	i	i	PROPN
cblr-5118	839	4	d.	d.	PROPN
cblr-5118	839	5	235	235	NUM
cblr-5118	839	6	tapscott	tapscott	PROPN
cblr-5118	839	7	&	&	CCONJ
cblr-5118	839	8	tapscott	tapscott	PROPN
cblr-5118	839	9	,	,	PUNCT
cblr-5118	839	10	supra	supra	PROPN
cblr-5118	839	11	note	note	PROPN
cblr-5118	839	12	226	226	NUM
cblr-5118	839	13	,	,	PUNCT
cblr-5118	839	14	at	at	ADP
cblr-5118	839	15	123	123	NUM
cblr-5118	839	16	.	.	PUNCT
cblr-5118	840	1	236	236	NUM
cblr-5118	840	2	see	see	VERB
cblr-5118	840	3	lopucki	lopucki	PROPN
cblr-5118	840	4	,	,	PUNCT
cblr-5118	840	5	supra	supra	PROPN
cblr-5118	840	6	note	note	NOUN
cblr-5118	840	7	228	228	NUM
cblr-5118	840	8	.	.	PUNCT
cblr-5118	841	1	see	see	VERB
cblr-5118	841	2	also	also	ADV
cblr-5118	841	3	bayern	bayern	ADJ
cblr-5118	841	4	,	,	PUNCT
cblr-5118	841	5	supra	supra	PROPN
cblr-5118	841	6	note	note	PROPN
cblr-5118	841	7	228	228	NUM
cblr-5118	841	8	;	;	PUNCT
cblr-5118	841	9	shawn	shawn	PROPN
cblr-5118	841	10	bayern	bayern	PROPN
cblr-5118	841	11	et	et	PROPN
cblr-5118	841	12	al	al	PROPN
cblr-5118	841	13	.	.	PROPN
cblr-5118	841	14	,	,	PUNCT
cblr-5118	841	15	company	company	NOUN
cblr-5118	841	16	law	law	NOUN
cblr-5118	841	17	and	and	CCONJ
cblr-5118	841	18	autonomous	autonomous	ADJ
cblr-5118	841	19	systems	system	NOUN
cblr-5118	841	20	:	:	PUNCT
cblr-5118	841	21	a	a	DET
cblr-5118	841	22	blueprint	blueprint	NOUN
cblr-5118	841	23	for	for	ADP
cblr-5118	841	24	lawyers	lawyer	NOUN
cblr-5118	841	25	,	,	PUNCT
cblr-5118	841	26	entrepreneurs	entrepreneur	NOUN
cblr-5118	841	27	,	,	PUNCT
cblr-5118	841	28	and	and	CCONJ
cblr-5118	841	29	regulators	regulator	NOUN
cblr-5118	841	30	,	,	PUNCT
cblr-5118	841	31	9	9	NUM
cblr-5118	841	32	hastings	hastings	PROPN
cblr-5118	841	33	sci	sci	PROPN
cblr-5118	841	34	.	.	PROPN
cblr-5118	841	35	&	&	CCONJ
cblr-5118	841	36	tech	tech	PROPN
cblr-5118	841	37	.	.	PUNCT
cblr-5118	842	1	l.j	l.j	PROPN
cblr-5118	842	2	.	.	PROPN
cblr-5118	842	3	135	135	NUM
cblr-5118	842	4	,	,	PUNCT
cblr-5118	842	5	136	136	NUM
cblr-5118	842	6	,	,	PUNCT
cblr-5118	842	7	139	139	NUM
cblr-5118	842	8	,	,	PUNCT
cblr-5118	842	9	149	149	NUM
cblr-5118	842	10	(	(	PUNCT
cblr-5118	842	11	2017	2017	NUM
cblr-5118	842	12	)	)	PUNCT
cblr-5118	842	13	.	.	PUNCT
cblr-5118	843	1	237	237	NUM
cblr-5118	843	2	lopucki	lopucki	PROPN
cblr-5118	843	3	,	,	PUNCT
cblr-5118	843	4	supra	supra	PROPN
cblr-5118	843	5	note	note	PROPN
cblr-5118	843	6	228	228	NUM
cblr-5118	843	7	,	,	PUNCT
cblr-5118	843	8	at	at	ADP
cblr-5118	843	9	906	906	NUM
cblr-5118	843	10	.	.	PUNCT
cblr-5118	843	11	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	843	12	(	(	PUNCT
cblr-5118	843	13	do	do	AUX
cblr-5118	843	14	not	not	PART
cblr-5118	843	15	delete	delete	VERB
cblr-5118	843	16	)	)	PUNCT
cblr-5118	843	17	1/8/2020	1/8/2020	NUM
cblr-5118	843	18	4:46	4:46	NUM
cblr-5118	843	19	pm	pm	NOUN
cblr-5118	843	20	no	no	INTJ
cblr-5118	843	21	.	.	PUNCT
cblr-5118	844	1	3:965	3:965	NUM
cblr-5118	844	2	]	]	X
cblr-5118	844	3	corporate	corporate	ADJ
cblr-5118	844	4	management	management	NOUN
cblr-5118	844	5	in	in	ADP
cblr-5118	844	6	the	the	DET
cblr-5118	844	7	age	age	NOUN
cblr-5118	844	8	of	of	ADP
cblr-5118	844	9	ai	ai	PROPN
cblr-5118	844	10	1025	1025	NUM
cblr-5118	844	11	since	since	SCONJ
cblr-5118	844	12	to	to	ADP
cblr-5118	844	13	date	date	NOUN
cblr-5118	844	14	neither	neither	CCONJ
cblr-5118	844	15	legislatures	legislature	NOUN
cblr-5118	844	16	nor	nor	CCONJ
cblr-5118	844	17	courts	court	NOUN
cblr-5118	844	18	in	in	ADP
cblr-5118	844	19	the	the	DET
cblr-5118	844	20	u.s	u.s	PROPN
cblr-5118	844	21	.	.	PROPN
cblr-5118	844	22	seem	seem	VERB
cblr-5118	844	23	to	to	PART
cblr-5118	844	24	have	have	AUX
cblr-5118	844	25	considered	consider	VERB
cblr-5118	844	26	or	or	CCONJ
cblr-5118	844	27	condoned	condone	VERB
cblr-5118	844	28	them	they	PRON
cblr-5118	844	29	.	.	PUNCT
cblr-5118	845	1	the	the	DET
cblr-5118	845	2	possible	possible	ADJ
cblr-5118	845	3	consequences	consequence	NOUN
cblr-5118	845	4	of	of	ADP
cblr-5118	845	5	aes	aes	PROPN
cblr-5118	845	6	and	and	CCONJ
cblr-5118	845	7	their	their	PRON
cblr-5118	845	8	activities	activity	NOUN
cblr-5118	845	9	are	be	AUX
cblr-5118	845	10	also	also	ADV
cblr-5118	845	11	uncertain	uncertain	ADJ
cblr-5118	845	12	.	.	PUNCT
cblr-5118	846	1	on	on	ADP
cblr-5118	846	2	the	the	DET
cblr-5118	846	3	positive	positive	ADJ
cblr-5118	846	4	side	side	NOUN
cblr-5118	846	5	,	,	PUNCT
cblr-5118	846	6	aes	aes	PROPN
cblr-5118	846	7	could	could	AUX
cblr-5118	846	8	be	be	AUX
cblr-5118	846	9	initiated	initiate	VERB
cblr-5118	846	10	to	to	PART
cblr-5118	846	11	support	support	VERB
cblr-5118	846	12	and	and	CCONJ
cblr-5118	846	13	provide	provide	VERB
cblr-5118	846	14	benefits	benefit	NOUN
cblr-5118	846	15	to	to	ADP
cblr-5118	846	16	specific	specific	ADJ
cblr-5118	846	17	groups	group	NOUN
cblr-5118	846	18	or	or	CCONJ
cblr-5118	846	19	causes	cause	NOUN
cblr-5118	846	20	,	,	PUNCT
cblr-5118	846	21	or	or	CCONJ
cblr-5118	846	22	to	to	PART
cblr-5118	846	23	otherwise	otherwise	ADV
cblr-5118	846	24	pursue	pursue	VERB
cblr-5118	846	25	beneficial	beneficial	ADJ
cblr-5118	846	26	impacts.238	impacts.238	NOUN
cblr-5118	846	27	however	however	ADV
cblr-5118	846	28	,	,	PUNCT
cblr-5118	846	29	lopucki	lopucki	PROPN
cblr-5118	846	30	has	have	AUX
cblr-5118	846	31	expressed	express	VERB
cblr-5118	846	32	fear	fear	NOUN
cblr-5118	846	33	that	that	SCONJ
cblr-5118	846	34	because	because	SCONJ
cblr-5118	846	35	of	of	ADP
cblr-5118	846	36	ae	ae	PROPN
cblr-5118	846	37	’s	’s	PART
cblr-5118	846	38	ability	ability	NOUN
cblr-5118	846	39	to	to	PART
cblr-5118	846	40	replicate	replicate	VERB
cblr-5118	846	41	,	,	PUNCT
cblr-5118	846	42	absence	absence	NOUN
cblr-5118	846	43	of	of	ADP
cblr-5118	846	44	human	human	ADJ
cblr-5118	846	45	compassion	compassion	NOUN
cblr-5118	846	46	,	,	PUNCT
cblr-5118	846	47	and	and	CCONJ
cblr-5118	846	48	difficulties	difficulty	NOUN
cblr-5118	846	49	in	in	ADP
cblr-5118	846	50	locating	locate	VERB
cblr-5118	846	51	and	and	CCONJ
cblr-5118	846	52	punishing	punish	VERB
cblr-5118	846	53	them	they	PRON
cblr-5118	846	54	,	,	PUNCT
cblr-5118	846	55	“	"	PUNCT
cblr-5118	846	56	aes	aes	PROPN
cblr-5118	846	57	’	'	PUNCT
cblr-5118	846	58	greatest	great	ADJ
cblr-5118	846	59	comparative	comparative	ADJ
cblr-5118	846	60	advantage	advantage	NOUN
cblr-5118	846	61	would	would	AUX
cblr-5118	846	62	be	be	AUX
cblr-5118	846	63	in	in	ADP
cblr-5118	846	64	criminal	criminal	ADJ
cblr-5118	846	65	enterprise	enterprise	NOUN
cblr-5118	846	66	.	.	PUNCT
cblr-5118	846	67	”	"	PUNCT
cblr-5118	847	1	239	239	NUM
cblr-5118	847	2	it	it	PRON
cblr-5118	847	3	is	be	AUX
cblr-5118	847	4	therefore	therefore	ADV
cblr-5118	847	5	possible	possible	ADJ
cblr-5118	847	6	that	that	SCONJ
cblr-5118	847	7	aes	aes	PROPN
cblr-5118	847	8	will	will	AUX
cblr-5118	847	9	be	be	AUX
cblr-5118	847	10	used	use	VERB
cblr-5118	847	11	for	for	ADP
cblr-5118	847	12	illegal	illegal	ADJ
cblr-5118	847	13	or	or	CCONJ
cblr-5118	847	14	otherwise	otherwise	ADV
cblr-5118	847	15	highly	highly	ADV
cblr-5118	847	16	undesirable	undesirable	ADJ
cblr-5118	847	17	activities	activity	NOUN
cblr-5118	847	18	including	include	VERB
cblr-5118	847	19	terrorism	terrorism	NOUN
cblr-5118	847	20	,	,	PUNCT
cblr-5118	847	21	harassment	harassment	NOUN
cblr-5118	847	22	,	,	PUNCT
cblr-5118	847	23	malicious	malicious	ADJ
cblr-5118	847	24	acts	act	NOUN
cblr-5118	847	25	,	,	PUNCT
cblr-5118	847	26	political	political	ADJ
cblr-5118	847	27	manipulation	manipulation	NOUN
cblr-5118	847	28	,	,	PUNCT
cblr-5118	847	29	and	and	CCONJ
cblr-5118	847	30	liability	liability	NOUN
cblr-5118	847	31	avoidance.240	avoidance.240	NOUN
cblr-5118	847	32	in	in	ADP
cblr-5118	847	33	the	the	DET
cblr-5118	847	34	face	face	NOUN
cblr-5118	847	35	of	of	ADP
cblr-5118	847	36	these	these	DET
cblr-5118	847	37	potential	potential	ADJ
cblr-5118	847	38	threats	threat	NOUN
cblr-5118	847	39	,	,	PUNCT
cblr-5118	847	40	lopucki	lopucki	PROPN
cblr-5118	847	41	has	have	AUX
cblr-5118	847	42	argued	argue	VERB
cblr-5118	847	43	in	in	ADP
cblr-5118	847	44	favor	favor	NOUN
cblr-5118	847	45	of	of	ADP
cblr-5118	847	46	drastic	drastic	ADJ
cblr-5118	847	47	legal	legal	ADJ
cblr-5118	847	48	reform	reform	NOUN
cblr-5118	847	49	measures	measure	NOUN
cblr-5118	847	50	,	,	PUNCT
cblr-5118	847	51	specifically	specifically	ADV
cblr-5118	847	52	in	in	ADP
cblr-5118	847	53	the	the	DET
cblr-5118	847	54	form	form	NOUN
cblr-5118	847	55	of	of	ADP
cblr-5118	847	56	increased	increase	VERB
cblr-5118	847	57	regulation	regulation	NOUN
cblr-5118	847	58	and	and	CCONJ
cblr-5118	847	59	an	an	DET
cblr-5118	847	60	end	end	NOUN
cblr-5118	847	61	to	to	ADP
cblr-5118	847	62	the	the	DET
cblr-5118	847	63	system	system	NOUN
cblr-5118	847	64	of	of	ADP
cblr-5118	847	65	state	state	NOUN
cblr-5118	847	66	competition	competition	NOUN
cblr-5118	847	67	for	for	ADP
cblr-5118	847	68	corporate	corporate	ADJ
cblr-5118	847	69	chartering	chartering	NOUN
cblr-5118	847	70	,	,	PUNCT
cblr-5118	847	71	which	which	PRON
cblr-5118	847	72	may	may	AUX
cblr-5118	847	73	contribute	contribute	VERB
cblr-5118	847	74	to	to	ADP
cblr-5118	847	75	weaker	weak	ADJ
cblr-5118	847	76	regulatory	regulatory	ADJ
cblr-5118	847	77	regimes	regime	NOUN
cblr-5118	847	78	pertaining	pertain	VERB
cblr-5118	847	79	to	to	ADP
cblr-5118	847	80	legal	legal	ADJ
cblr-5118	847	81	entities.241	entities.241	NOUN
cblr-5118	847	82	2	2	NUM
cblr-5118	847	83	.	.	PUNCT
cblr-5118	847	84	leaderless	leaderless	ADJ
cblr-5118	847	85	entities	entity	NOUN
cblr-5118	847	86	finally	finally	ADV
cblr-5118	847	87	,	,	PUNCT
cblr-5118	847	88	a	a	DET
cblr-5118	847	89	discussion	discussion	NOUN
cblr-5118	847	90	of	of	ADP
cblr-5118	847	91	the	the	DET
cblr-5118	847	92	management	management	NOUN
cblr-5118	847	93	of	of	ADP
cblr-5118	847	94	future	future	ADJ
cblr-5118	847	95	firms	firm	NOUN
cblr-5118	847	96	should	should	AUX
cblr-5118	847	97	also	also	ADV
cblr-5118	847	98	consider	consider	VERB
cblr-5118	847	99	whether	whether	SCONJ
cblr-5118	847	100	the	the	DET
cblr-5118	847	101	very	very	ADJ
cblr-5118	847	102	concept	concept	NOUN
cblr-5118	847	103	of	of	ADP
cblr-5118	847	104	corporate	corporate	ADJ
cblr-5118	847	105	management	management	NOUN
cblr-5118	847	106	will	will	AUX
cblr-5118	847	107	survive	survive	VERB
cblr-5118	847	108	at	at	ADV
cblr-5118	847	109	all	all	ADV
cblr-5118	847	110	.	.	PUNCT
cblr-5118	848	1	a	a	DET
cblr-5118	848	2	challenge	challenge	NOUN
cblr-5118	848	3	to	to	ADP
cblr-5118	848	4	the	the	DET
cblr-5118	848	5	current	current	ADJ
cblr-5118	848	6	conception	conception	NOUN
cblr-5118	848	7	of	of	ADP
cblr-5118	848	8	management	management	NOUN
cblr-5118	848	9	is	be	AUX
cblr-5118	848	10	brought	bring	VERB
cblr-5118	848	11	about	about	ADP
cblr-5118	848	12	by	by	ADP
cblr-5118	848	13	the	the	DET
cblr-5118	848	14	idea	idea	NOUN
cblr-5118	848	15	of	of	ADP
cblr-5118	848	16	new	new	ADJ
cblr-5118	848	17	business	business	NOUN
cblr-5118	848	18	entities	entity	NOUN
cblr-5118	848	19	that	that	PRON
cblr-5118	848	20	purportedly	purportedly	ADV
cblr-5118	848	21	function	function	VERB
cblr-5118	848	22	without	without	ADP
cblr-5118	848	23	leadership	leadership	NOUN
cblr-5118	848	24	in	in	ADP
cblr-5118	848	25	the	the	DET
cblr-5118	848	26	traditional	traditional	ADJ
cblr-5118	848	27	sense	sense	NOUN
cblr-5118	848	28	.	.	PUNCT
cblr-5118	849	1	these	these	PRON
cblr-5118	849	2	are	be	AUX
cblr-5118	849	3	referred	refer	VERB
cblr-5118	849	4	to	to	ADP
cblr-5118	849	5	as	as	ADP
cblr-5118	849	6	distributed	distribute	VERB
cblr-5118	849	7	autonomous	autonomous	ADJ
cblr-5118	849	8	enterprises	enterprise	NOUN
cblr-5118	849	9	(	(	PUNCT
cblr-5118	849	10	“	"	PUNCT
cblr-5118	849	11	daes	daes	PROPN
cblr-5118	849	12	”	"	PUNCT
cblr-5118	849	13	)	)	PUNCT
cblr-5118	849	14	or	or	CCONJ
cblr-5118	849	15	distributed	distribute	VERB
cblr-5118	849	16	autonomous	autonomous	ADJ
cblr-5118	849	17	organizations	organization	NOUN
cblr-5118	849	18	(	(	PUNCT
cblr-5118	849	19	“	"	PUNCT
cblr-5118	849	20	daos	daos	PROPN
cblr-5118	849	21	”	"	PUNCT
cblr-5118	849	22	)	)	PUNCT
cblr-5118	849	23	,	,	PUNCT
cblr-5118	849	24	and	and	CCONJ
cblr-5118	849	25	are	be	AUX
cblr-5118	849	26	often	often	ADV
cblr-5118	849	27	examined	examine	VERB
cblr-5118	849	28	in	in	ADP
cblr-5118	849	29	the	the	DET
cblr-5118	849	30	context	context	NOUN
cblr-5118	849	31	of	of	ADP
cblr-5118	849	32	blockchain	blockchain	PROPN
cblr-5118	849	33	and	and	CCONJ
cblr-5118	849	34	ai	ai	PROPN
cblr-5118	849	35	technologies.242	technologies.242	PROPN
cblr-5118	849	36	blockchain	blockchain	PROPN
cblr-5118	849	37	is	be	AUX
cblr-5118	849	38	thought	think	VERB
cblr-5118	849	39	to	to	PART
cblr-5118	849	40	be	be	AUX
cblr-5118	849	41	able	able	ADJ
cblr-5118	849	42	to	to	PART
cblr-5118	849	43	provide	provide	VERB
cblr-5118	849	44	the	the	DET
cblr-5118	849	45	basic	basic	ADJ
cblr-5118	849	46	architecture	architecture	NOUN
cblr-5118	849	47	to	to	PART
cblr-5118	849	48	render	render	VERB
cblr-5118	849	49	centralized	centralized	ADJ
cblr-5118	849	50	management	management	NOUN
cblr-5118	849	51	unnecessary	unnecessary	ADJ
cblr-5118	849	52	through	through	ADP
cblr-5118	849	53	selfexecuting	selfexecute	VERB
cblr-5118	849	54	smart	smart	ADJ
cblr-5118	849	55	contracts	contract	NOUN
cblr-5118	849	56	,	,	PUNCT
cblr-5118	849	57	information	information	NOUN
cblr-5118	849	58	and	and	CCONJ
cblr-5118	849	59	transparency	transparency	NOUN
cblr-5118	849	60	,	,	PUNCT
cblr-5118	849	61	238	238	NUM
cblr-5118	849	62	see	see	VERB
cblr-5118	849	63	i	i	PRON
cblr-5118	849	64	d.	d.	PROPN
cblr-5118	849	65	at	at	ADP
cblr-5118	849	66	891	891	NUM
cblr-5118	849	67	.	.	PUNCT
cblr-5118	850	1	239	239	NUM
cblr-5118	850	2	i	i	PRON
cblr-5118	850	3	d.	d.	PROPN
cblr-5118	850	4	at	at	ADP
cblr-5118	850	5	891–92	891–92	PROPN
cblr-5118	850	6	.	.	PUNCT
cblr-5118	851	1	240	240	NUM
cblr-5118	851	2	i	i	PROPN
cblr-5118	851	3	d.	d.	PROPN
cblr-5118	851	4	241	241	NUM
cblr-5118	852	1	i	i	PRON
cblr-5118	852	2	d.	d.	PROPN
cblr-5118	852	3	at	at	ADP
cblr-5118	852	4	951–53	951–53	NUM
cblr-5118	852	5	.	.	PUNCT
cblr-5118	853	1	242	242	NUM
cblr-5118	853	2	see	see	VERB
cblr-5118	853	3	,	,	PUNCT
cblr-5118	853	4	e.g.	e.g.	ADV
cblr-5118	853	5	,	,	PUNCT
cblr-5118	853	6	usha	usha	PROPN
cblr-5118	853	7	rodrigues	rodrigues	PROPN
cblr-5118	853	8	,	,	PUNCT
cblr-5118	853	9	law	law	NOUN
cblr-5118	853	10	and	and	CCONJ
cblr-5118	853	11	the	the	DET
cblr-5118	853	12	blockchain	blockchain	NOUN
cblr-5118	853	13	,	,	PUNCT
cblr-5118	853	14	104	104	NUM
cblr-5118	853	15	iowa	iowa	PROPN
cblr-5118	853	16	l.	l.	PROPN
cblr-5118	853	17	rev	rev	PROPN
cblr-5118	853	18	.	.	PROPN
cblr-5118	853	19	679	679	NUM
cblr-5118	853	20	,	,	PUNCT
cblr-5118	853	21	679	679	NUM
cblr-5118	853	22	(	(	PUNCT
cblr-5118	853	23	2019	2019	NUM
cblr-5118	853	24	)	)	PUNCT
cblr-5118	853	25	.	.	PUNCT
cblr-5118	854	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	854	2	(	(	PUNCT
cblr-5118	854	3	do	do	AUX
cblr-5118	854	4	not	not	PART
cblr-5118	854	5	delte	delte	VERB
cblr-5118	854	6	)	)	PUNCT
cblr-5118	854	7	1/8/2020	1/8/2020	NUM
cblr-5118	854	8	4:46	4:46	NUM
cblr-5118	854	9	pm	pm	NOUN
cblr-5118	854	10	1026	1026	NUM
cblr-5118	854	11	columbia	columbia	PROPN
cblr-5118	854	12	business	business	NOUN
cblr-5118	854	13	law	law	PROPN
cblr-5118	854	14	review	review	NOUN
cblr-5118	855	1	[	[	X
cblr-5118	855	2	vol	vol	NOUN
cblr-5118	855	3	.	.	NOUN
cblr-5118	855	4	2019	2019	NUM
cblr-5118	855	5	security	security	NOUN
cblr-5118	855	6	,	,	PUNCT
cblr-5118	855	7	and	and	CCONJ
cblr-5118	855	8	other	other	ADJ
cblr-5118	855	9	attributes	attribute	NOUN
cblr-5118	855	10	that	that	PRON
cblr-5118	855	11	facilitate	facilitate	VERB
cblr-5118	855	12	coordination	coordination	NOUN
cblr-5118	855	13	between	between	ADP
cblr-5118	855	14	different	different	ADJ
cblr-5118	855	15	parties.243	parties.243	NOUN
cblr-5118	855	16	several	several	ADJ
cblr-5118	855	17	commentators	commentator	NOUN
cblr-5118	855	18	have	have	AUX
cblr-5118	855	19	emphasized	emphasize	VERB
cblr-5118	855	20	the	the	DET
cblr-5118	855	21	positive	positive	ADJ
cblr-5118	855	22	characteristics	characteristic	NOUN
cblr-5118	855	23	of	of	ADP
cblr-5118	855	24	daes	daes	PROPN
cblr-5118	855	25	.	.	PUNCT
cblr-5118	856	1	yochai	yochai	PROPN
cblr-5118	856	2	benkler	benkler	PROPN
cblr-5118	856	3	,	,	PUNCT
cblr-5118	856	4	for	for	ADP
cblr-5118	856	5	example	example	NOUN
cblr-5118	856	6	,	,	PUNCT
cblr-5118	856	7	has	have	AUX
cblr-5118	856	8	expressed	express	VERB
cblr-5118	856	9	sympathies	sympathy	NOUN
cblr-5118	856	10	for	for	ADP
cblr-5118	856	11	blockchain	blockchain	PROPN
cblr-5118	856	12	technology	technology	PROPN
cblr-5118	856	13	that	that	SCONJ
cblr-5118	856	14	“	"	PUNCT
cblr-5118	856	15	can	can	AUX
cblr-5118	856	16	enable	enable	VERB
cblr-5118	856	17	people	people	NOUN
cblr-5118	856	18	to	to	PART
cblr-5118	856	19	function	function	VERB
cblr-5118	856	20	together	together	ADV
cblr-5118	856	21	with	with	ADP
cblr-5118	856	22	the	the	DET
cblr-5118	856	23	persistence	persistence	NOUN
cblr-5118	856	24	and	and	CCONJ
cblr-5118	856	25	stability	stability	NOUN
cblr-5118	856	26	of	of	ADP
cblr-5118	856	27	an	an	DET
cblr-5118	856	28	organization	organization	NOUN
cblr-5118	856	29	,	,	PUNCT
cblr-5118	856	30	but	but	CCONJ
cblr-5118	856	31	without	without	ADP
cblr-5118	856	32	the	the	DET
cblr-5118	856	33	hierarchy	hierarchy	NOUN
cblr-5118	856	34	.	.	PUNCT
cblr-5118	856	35	”244	”244	PROPN
cblr-5118	857	1	similarly	similarly	ADV
cblr-5118	857	2	,	,	PUNCT
cblr-5118	857	3	authors	author	NOUN
cblr-5118	857	4	don	don	PROPN
cblr-5118	857	5	and	and	CCONJ
cblr-5118	857	6	alex	alex	PROPN
cblr-5118	857	7	tapscott	tapscott	PROPN
cblr-5118	857	8	have	have	AUX
cblr-5118	857	9	outlined	outline	VERB
cblr-5118	857	10	the	the	DET
cblr-5118	857	11	advantages	advantage	NOUN
cblr-5118	857	12	of	of	ADP
cblr-5118	857	13	entities	entity	NOUN
cblr-5118	857	14	that	that	PRON
cblr-5118	857	15	are	be	AUX
cblr-5118	857	16	“	"	PUNCT
cblr-5118	857	17	powered	power	VERB
cblr-5118	857	18	by	by	ADP
cblr-5118	857	19	blockchain	blockchain	PROPN
cblr-5118	857	20	technology	technology	PROPN
cblr-5118	857	21	and	and	CCONJ
cblr-5118	857	22	cryptocurrencies	cryptocurrencie	NOUN
cblr-5118	857	23	,	,	PUNCT
cblr-5118	857	24	where	where	SCONJ
cblr-5118	857	25	autonomous	autonomous	ADJ
cblr-5118	857	26	agents	agent	NOUN
cblr-5118	857	27	can	can	AUX
cblr-5118	857	28	self	self	NOUN
cblr-5118	857	29	-	-	PUNCT
cblr-5118	857	30	aggregate	aggregate	VERB
cblr-5118	857	31	into	into	ADP
cblr-5118	857	32	radically	radically	ADV
cblr-5118	857	33	new	new	ADJ
cblr-5118	857	34	models	model	NOUN
cblr-5118	857	35	of	of	ADP
cblr-5118	857	36	the	the	DET
cblr-5118	857	37	enterprise	enterprise	NOUN
cblr-5118	857	38	.	.	PUNCT
cblr-5118	858	1	”245	”245	NOUN
cblr-5118	858	2	such	such	DET
cblr-5118	858	3	an	an	DET
cblr-5118	858	4	entity	entity	NOUN
cblr-5118	858	5	could	could	AUX
cblr-5118	858	6	be	be	AUX
cblr-5118	858	7	“	"	PUNCT
cblr-5118	858	8	a	a	DET
cblr-5118	858	9	corporation	corporation	NOUN
cblr-5118	858	10	without	without	ADP
cblr-5118	858	11	executives	executive	NOUN
cblr-5118	858	12	,	,	PUNCT
cblr-5118	858	13	only	only	ADV
cblr-5118	858	14	shareholders	shareholder	NOUN
cblr-5118	858	15	,	,	PUNCT
cblr-5118	858	16	money	money	NOUN
cblr-5118	858	17	,	,	PUNCT
cblr-5118	858	18	and	and	CCONJ
cblr-5118	858	19	software	software	NOUN
cblr-5118	858	20	.	.	PUNCT
cblr-5118	859	1	code	code	NOUN
cblr-5118	859	2	and	and	CCONJ
cblr-5118	859	3	algorithms	algorithm	NOUN
cblr-5118	859	4	could	could	AUX
cblr-5118	859	5	replace	replace	VERB
cblr-5118	859	6	a	a	DET
cblr-5118	859	7	layer	layer	NOUN
cblr-5118	859	8	of	of	ADP
cblr-5118	859	9	representatives	representative	NOUN
cblr-5118	859	10	(	(	PUNCT
cblr-5118	859	11	i.e.	i.e.	X
cblr-5118	859	12	,	,	PUNCT
cblr-5118	859	13	the	the	DET
cblr-5118	859	14	executive	executive	PROPN
cblr-5118	859	15	board	board	PROPN
cblr-5118	859	16	)	)	PUNCT
cblr-5118	859	17	,	,	PUNCT
cblr-5118	859	18	with	with	ADP
cblr-5118	859	19	shareholders	shareholder	NOUN
cblr-5118	859	20	exerting	exert	VERB
cblr-5118	859	21	control	control	NOUN
cblr-5118	859	22	over	over	ADP
cblr-5118	859	23	that	that	DET
cblr-5118	859	24	code	code	NOUN
cblr-5118	859	25	.	.	PUNCT
cblr-5118	860	1	”246	”246	PUNCT
cblr-5118	861	1	as	as	SCONJ
cblr-5118	861	2	tapscott	tapscott	NOUN
cblr-5118	861	3	and	and	CCONJ
cblr-5118	861	4	tapscott	tapscott	VERB
cblr-5118	861	5	further	far	ADV
cblr-5118	861	6	write	write	NOUN
cblr-5118	861	7	:	:	PUNCT
cblr-5118	861	8	this	this	DET
cblr-5118	861	9	organization	organization	NOUN
cblr-5118	861	10	could	could	AUX
cblr-5118	861	11	have	have	VERB
cblr-5118	861	12	shareholders	shareholder	NOUN
cblr-5118	861	13	,	,	PUNCT
cblr-5118	861	14	possibly	possibly	ADV
cblr-5118	861	15	millions	million	NOUN
cblr-5118	861	16	of	of	ADP
cblr-5118	861	17	them	they	PRON
cblr-5118	861	18	who	who	PRON
cblr-5118	861	19	participated	participate	VERB
cblr-5118	861	20	in	in	ADP
cblr-5118	861	21	a	a	DET
cblr-5118	861	22	crowdfunding	crowdfunding	NOUN
cblr-5118	861	23	campaign	campaign	NOUN
cblr-5118	861	24	.	.	PUNCT
cblr-5118	862	1	the	the	DET
cblr-5118	862	2	shareholders	shareholder	NOUN
cblr-5118	862	3	provide	provide	VERB
cblr-5118	862	4	a	a	DET
cblr-5118	862	5	missions	mission	NOUN
cblr-5118	862	6	statement	statement	NOUN
cblr-5118	862	7	,	,	PUNCT
cblr-5118	862	8	say	say	VERB
cblr-5118	862	9	,	,	PUNCT
cblr-5118	862	10	to	to	PART
cblr-5118	862	11	maximize	maximize	VERB
cblr-5118	862	12	profit	profit	NOUN
cblr-5118	862	13	lawfully	lawfully	ADV
cblr-5118	862	14	,	,	PUNCT
cblr-5118	862	15	while	while	SCONJ
cblr-5118	862	16	treating	treat	VERB
cblr-5118	862	17	all	all	DET
cblr-5118	862	18	stakeholders	stakeholder	NOUN
cblr-5118	862	19	with	with	ADP
cblr-5118	862	20	integrity	integrity	NOUN
cblr-5118	862	21	.	.	PUNCT
cblr-5118	863	1	shareholders	shareholder	NOUN
cblr-5118	863	2	could	could	AUX
cblr-5118	863	3	also	also	ADV
cblr-5118	863	4	vote	vote	VERB
cblr-5118	863	5	as	as	SCONJ
cblr-5118	863	6	required	require	VERB
cblr-5118	863	7	to	to	PART
cblr-5118	863	8	govern	govern	VERB
cblr-5118	863	9	the	the	DET
cblr-5118	863	10	entity	entity	NOUN
cblr-5118	863	11	.	.	PUNCT
cblr-5118	864	1	as	as	SCONJ
cblr-5118	864	2	opposed	oppose	VERB
cblr-5118	864	3	to	to	ADP
cblr-5118	864	4	traditional	traditional	ADJ
cblr-5118	864	5	organizations	organization	NOUN
cblr-5118	864	6	,	,	PUNCT
cblr-5118	864	7	where	where	SCONJ
cblr-5118	864	8	humans	human	NOUN
cblr-5118	864	9	make	make	VERB
cblr-5118	864	10	all	all	DET
cblr-5118	864	11	decisions	decision	NOUN
cblr-5118	864	12	,	,	PUNCT
cblr-5118	864	13	in	in	ADP
cblr-5118	864	14	the	the	DET
cblr-5118	864	15	ultimate	ultimate	ADJ
cblr-5118	864	16	distributed	distribute	VERB
cblr-5118	864	17	organization	organization	NOUN
cblr-5118	864	18	much	much	ADJ
cblr-5118	864	19	of	of	ADP
cblr-5118	864	20	the	the	DET
cblr-5118	864	21	day	day	NOUN
cblr-5118	864	22	-	-	PUNCT
cblr-5118	864	23	to	to	ADP
cblr-5118	864	24	-	-	PUNCT
cblr-5118	864	25	day	day	NOUN
cblr-5118	864	26	decision	decision	NOUN
cblr-5118	864	27	making	making	NOUN
cblr-5118	864	28	can	can	AUX
cblr-5118	864	29	be	be	AUX
cblr-5118	864	30	programmed	program	VERB
cblr-5118	864	31	into	into	ADP
cblr-5118	864	32	clever	clever	ADJ
cblr-5118	864	33	code	code	NOUN
cblr-5118	864	34	.	.	PUNCT
cblr-5118	865	1	in	in	ADP
cblr-5118	865	2	theory	theory	NOUN
cblr-5118	865	3	,	,	PUNCT
cblr-5118	865	4	at	at	ADP
cblr-5118	865	5	least	least	ADJ
cblr-5118	865	6	,	,	PUNCT
cblr-5118	865	7	these	these	DET
cblr-5118	865	8	entities	entity	NOUN
cblr-5118	865	9	can	can	AUX
cblr-5118	865	10	run	run	VERB
cblr-5118	865	11	with	with	ADP
cblr-5118	865	12	minimal	minimal	ADJ
cblr-5118	865	13	or	or	CCONJ
cblr-5118	865	14	no	no	DET
cblr-5118	865	15	traditional	traditional	ADJ
cblr-5118	865	16	management	management	NOUN
cblr-5118	865	17	structure	structure	NOUN
cblr-5118	865	18	,	,	PUNCT
cblr-5118	865	19	as	as	SCONJ
cblr-5118	865	20	everything	everything	PRON
cblr-5118	865	21	and	and	CCONJ
cblr-5118	865	22	243	243	NUM
cblr-5118	865	23	see	see	VERB
cblr-5118	865	24	laila	laila	PROPN
cblr-5118	865	25	metjahic	metjahic	PROPN
cblr-5118	865	26	,	,	PUNCT
cblr-5118	865	27	deconstructing	deconstruct	VERB
cblr-5118	865	28	the	the	DET
cblr-5118	865	29	dao	dao	NOUN
cblr-5118	865	30	:	:	PUNCT
cblr-5118	865	31	the	the	DET
cblr-5118	865	32	need	need	NOUN
cblr-5118	865	33	for	for	ADP
cblr-5118	865	34	legal	legal	ADJ
cblr-5118	865	35	recognition	recognition	NOUN
cblr-5118	865	36	and	and	CCONJ
cblr-5118	865	37	the	the	DET
cblr-5118	865	38	application	application	NOUN
cblr-5118	865	39	of	of	ADP
cblr-5118	865	40	securities	security	NOUN
cblr-5118	865	41	laws	law	NOUN
cblr-5118	865	42	to	to	ADP
cblr-5118	865	43	decentralized	decentralized	ADJ
cblr-5118	865	44	organizations	organization	NOUN
cblr-5118	865	45	,	,	PUNCT
cblr-5118	865	46	39	39	NUM
cblr-5118	865	47	cardozo	cardozo	PROPN
cblr-5118	865	48	l.	l.	PROPN
cblr-5118	865	49	rev	rev	PROPN
cblr-5118	865	50	.	.	PROPN
cblr-5118	865	51	1533	1533	NUM
cblr-5118	865	52	,	,	PUNCT
cblr-5118	865	53	1537–46	1537–46	NUM
cblr-5118	865	54	(	(	PUNCT
cblr-5118	865	55	2018	2018	NUM
cblr-5118	865	56	)	)	PUNCT
cblr-5118	865	57	(	(	PUNCT
cblr-5118	865	58	explaining	explain	VERB
cblr-5118	865	59	that	that	SCONJ
cblr-5118	865	60	“	"	PUNCT
cblr-5118	865	61	[	[	X
cblr-5118	865	62	a	a	X
cblr-5118	865	63	]	]	X
cblr-5118	865	64	decentralized	decentralized	ADJ
cblr-5118	865	65	organization	organization	NOUN
cblr-5118	865	66	operates	operate	VERB
cblr-5118	865	67	under	under	ADP
cblr-5118	865	68	the	the	DET
cblr-5118	865	69	same	same	ADJ
cblr-5118	865	70	basic	basic	ADJ
cblr-5118	865	71	concepts	concept	NOUN
cblr-5118	865	72	of	of	ADP
cblr-5118	865	73	a	a	DET
cblr-5118	865	74	corporation	corporation	NOUN
cblr-5118	865	75	but	but	CCONJ
cblr-5118	865	76	has	have	VERB
cblr-5118	865	77	a	a	DET
cblr-5118	865	78	decentralized	decentralize	VERB
cblr-5118	865	79	management	management	NOUN
cblr-5118	865	80	structure	structure	NOUN
cblr-5118	865	81	—	—	PUNCT
cblr-5118	865	82	eliminating	eliminate	VERB
cblr-5118	865	83	the	the	DET
cblr-5118	865	84	board	board	NOUN
cblr-5118	865	85	of	of	ADP
cblr-5118	865	86	directors	director	NOUN
cblr-5118	865	87	,	,	PUNCT
cblr-5118	865	88	for	for	ADP
cblr-5118	865	89	example	example	NOUN
cblr-5118	865	90	”	"	PUNCT
cblr-5118	865	91	)	)	PUNCT
cblr-5118	865	92	.	.	PUNCT
cblr-5118	866	1	244	244	NUM
cblr-5118	866	2	tapscott	tapscott	NOUN
cblr-5118	866	3	&	&	CCONJ
cblr-5118	866	4	tapscott	tapscott	PROPN
cblr-5118	866	5	,	,	PUNCT
cblr-5118	866	6	supra	supra	PROPN
cblr-5118	866	7	note	note	PROPN
cblr-5118	866	8	226	226	NUM
cblr-5118	866	9	,	,	PUNCT
cblr-5118	866	10	at	at	ADP
cblr-5118	866	11	107	107	NUM
cblr-5118	866	12	(	(	PUNCT
cblr-5118	866	13	citing	cite	VERB
cblr-5118	866	14	interview	interview	NOUN
cblr-5118	866	15	with	with	ADP
cblr-5118	866	16	yochai	yochai	PROPN
cblr-5118	866	17	benkler	benkler	NOUN
cblr-5118	866	18	,	,	PUNCT
cblr-5118	866	19	faculty	faculty	NOUN
cblr-5118	866	20	co	co	NOUN
cblr-5118	866	21	-	-	NOUN
cblr-5118	866	22	director	director	NOUN
cblr-5118	866	23	,	,	PUNCT
cblr-5118	866	24	berkman	berkman	PROPN
cblr-5118	866	25	klein	klein	PROPN
cblr-5118	866	26	center	center	PROPN
cblr-5118	866	27	for	for	ADP
cblr-5118	866	28	internet	internet	NOUN
cblr-5118	866	29	and	and	CCONJ
cblr-5118	866	30	society	society	NOUN
cblr-5118	866	31	,	,	PUNCT
cblr-5118	866	32	harvard	harvard	PROPN
cblr-5118	866	33	law	law	PROPN
cblr-5118	866	34	school	school	PROPN
cblr-5118	866	35	)	)	PUNCT
cblr-5118	866	36	.	.	PUNCT
cblr-5118	867	1	245	245	NUM
cblr-5118	867	2	i	i	PRON
cblr-5118	867	3	d.	d.	PROPN
cblr-5118	867	4	at	at	ADP
cblr-5118	867	5	127	127	NUM
cblr-5118	867	6	.	.	PUNCT
cblr-5118	868	1	246	246	NUM
cblr-5118	869	1	i	i	PRON
cblr-5118	869	2	d.	d.	PROPN
cblr-5118	869	3	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	869	4	(	(	PUNCT
cblr-5118	869	5	do	do	AUX
cblr-5118	869	6	not	not	PART
cblr-5118	869	7	delete	delete	VERB
cblr-5118	869	8	)	)	PUNCT
cblr-5118	869	9	1/8/2020	1/8/2020	NUM
cblr-5118	869	10	4:46	4:46	NUM
cblr-5118	869	11	pm	pm	NOUN
cblr-5118	869	12	no	no	INTJ
cblr-5118	869	13	.	.	PUNCT
cblr-5118	870	1	3:965	3:965	NUM
cblr-5118	870	2	]	]	X
cblr-5118	870	3	corporate	corporate	ADJ
cblr-5118	870	4	management	management	NOUN
cblr-5118	870	5	in	in	ADP
cblr-5118	870	6	the	the	DET
cblr-5118	870	7	age	age	NOUN
cblr-5118	870	8	of	of	ADP
cblr-5118	870	9	ai	ai	PROPN
cblr-5118	870	10	1027	1027	NUM
cblr-5118	870	11	everyone	everyone	PRON
cblr-5118	870	12	works	work	VERB
cblr-5118	870	13	according	accord	VERB
cblr-5118	870	14	to	to	ADP
cblr-5118	870	15	specific	specific	ADJ
cblr-5118	870	16	rules	rule	NOUN
cblr-5118	870	17	and	and	CCONJ
cblr-5118	870	18	procedures	procedure	NOUN
cblr-5118	870	19	coded	code	VERB
cblr-5118	870	20	in	in	ADP
cblr-5118	870	21	smart	smart	ADJ
cblr-5118	870	22	contracts.247	contracts.247	NOUN
cblr-5118	870	23	there	there	PRON
cblr-5118	870	24	are	be	VERB
cblr-5118	870	25	already	already	ADV
cblr-5118	870	26	some	some	DET
cblr-5118	870	27	examples	example	NOUN
cblr-5118	870	28	of	of	ADP
cblr-5118	870	29	daes	daes	PROPN
cblr-5118	870	30	in	in	ADP
cblr-5118	870	31	practice	practice	NOUN
cblr-5118	870	32	.	.	PUNCT
cblr-5118	871	1	one	one	NUM
cblr-5118	871	2	of	of	ADP
cblr-5118	871	3	them	they	PRON
cblr-5118	871	4	is	be	AUX
cblr-5118	871	5	consensys	consensy	NOUN
cblr-5118	871	6	,	,	PUNCT
cblr-5118	871	7	a	a	DET
cblr-5118	871	8	software	software	NOUN
cblr-5118	871	9	development	development	NOUN
cblr-5118	871	10	company	company	NOUN
cblr-5118	871	11	specializing	specialize	VERB
cblr-5118	871	12	principally	principally	ADV
cblr-5118	871	13	in	in	ADP
cblr-5118	871	14	applications	application	NOUN
cblr-5118	871	15	for	for	ADP
cblr-5118	871	16	ethereum	ethereum	NOUN
cblr-5118	871	17	,	,	PUNCT
cblr-5118	871	18	a	a	DET
cblr-5118	871	19	blockchain	blockchain	PROPN
cblr-5118	871	20	based	base	VERB
cblr-5118	871	21	platform.248	platform.248	PROPN
cblr-5118	871	22	consensys	consensys	NOUN
cblr-5118	871	23	describes	describe	VERB
cblr-5118	871	24	its	its	PRON
cblr-5118	871	25	organizational	organizational	ADJ
cblr-5118	871	26	approach	approach	NOUN
cblr-5118	871	27	as	as	ADP
cblr-5118	871	28	“	"	PUNCT
cblr-5118	871	29	decentralized	decentralize	VERB
cblr-5118	871	30	[	[	X
cblr-5118	871	31	,	,	PUNCT
cblr-5118	871	32	]	]	PUNCT
cblr-5118	871	33	”	"	PUNCT
cblr-5118	871	34	and	and	CCONJ
cblr-5118	871	35	“	"	PUNCT
cblr-5118	871	36	collaborative	collaborative	ADJ
cblr-5118	871	37	rather	rather	ADV
cblr-5118	871	38	than	than	ADP
cblr-5118	871	39	hierarchical[,]”—and	hierarchical[,]”—and	CCONJ
cblr-5118	871	40	inspired	inspire	VERB
cblr-5118	871	41	by	by	ADP
cblr-5118	871	42	the	the	DET
cblr-5118	871	43	principles	principle	NOUN
cblr-5118	871	44	of	of	ADP
cblr-5118	871	45	holacracy.249	holacracy.249	PROPN
cblr-5118	871	46	elements	element	NOUN
cblr-5118	871	47	of	of	ADP
cblr-5118	871	48	this	this	DET
cblr-5118	871	49	approach	approach	NOUN
cblr-5118	871	50	include	include	VERB
cblr-5118	871	51	“	"	PUNCT
cblr-5118	871	52	distributed	distribute	VERB
cblr-5118	871	53	,	,	PUNCT
cblr-5118	871	54	not	not	PART
cblr-5118	871	55	delegated	delegate	VERB
cblr-5118	871	56	authority	authority	NOUN
cblr-5118	871	57	;	;	PUNCT
cblr-5118	871	58	”	"	PUNCT
cblr-5118	871	59	an	an	DET
cblr-5118	871	60	overarching	overarching	ADJ
cblr-5118	871	61	plan	plan	NOUN
cblr-5118	871	62	that	that	PRON
cblr-5118	871	63	has	have	AUX
cblr-5118	871	64	been	be	AUX
cblr-5118	871	65	developed	develop	VERB
cblr-5118	871	66	and	and	CCONJ
cblr-5118	871	67	agreed	agree	VERB
cblr-5118	871	68	on	on	ADP
cblr-5118	871	69	by	by	ADP
cblr-5118	871	70	all	all	DET
cblr-5118	871	71	employees	employee	NOUN
cblr-5118	871	72	or	or	CCONJ
cblr-5118	871	73	members	member	NOUN
cblr-5118	871	74	;	;	PUNCT
cblr-5118	871	75	dynamic	dynamic	ADJ
cblr-5118	871	76	roles	role	NOUN
cblr-5118	871	77	that	that	PRON
cblr-5118	871	78	do	do	AUX
cblr-5118	871	79	not	not	PART
cblr-5118	871	80	need	need	VERB
cblr-5118	871	81	to	to	PART
cblr-5118	871	82	adhere	adhere	VERB
cblr-5118	871	83	to	to	ADP
cblr-5118	871	84	traditional	traditional	ADJ
cblr-5118	871	85	job	job	NOUN
cblr-5118	871	86	descriptions	description	NOUN
cblr-5118	871	87	;	;	PUNCT
cblr-5118	871	88	project	project	NOUN
cblr-5118	871	89	-	-	PUNCT
cblr-5118	871	90	based	base	VERB
cblr-5118	871	91	work	work	NOUN
cblr-5118	871	92	organized	organize	VERB
cblr-5118	871	93	around	around	ADP
cblr-5118	871	94	smaller	small	ADJ
cblr-5118	871	95	teams	team	NOUN
cblr-5118	871	96	that	that	PRON
cblr-5118	871	97	communicate	communicate	VERB
cblr-5118	871	98	and	and	CCONJ
cblr-5118	871	99	collaborate	collaborate	VERB
cblr-5118	871	100	with	with	ADP
cblr-5118	871	101	each	each	DET
cblr-5118	871	102	other	other	ADJ
cblr-5118	871	103	;	;	PUNCT
cblr-5118	871	104	and	and	CCONJ
cblr-5118	871	105	flexible	flexible	ADJ
cblr-5118	871	106	forms	form	NOUN
cblr-5118	871	107	of	of	ADP
cblr-5118	871	108	compensation	compensation	NOUN
cblr-5118	871	109	(	(	PUNCT
cblr-5118	871	110	such	such	ADJ
cblr-5118	871	111	as	as	ADP
cblr-5118	871	112	bounties	bounty	NOUN
cblr-5118	871	113	for	for	ADP
cblr-5118	871	114	completion	completion	NOUN
cblr-5118	871	115	of	of	ADP
cblr-5118	871	116	tasks	task	NOUN
cblr-5118	871	117	,	,	PUNCT
cblr-5118	871	118	annual	annual	ADJ
cblr-5118	871	119	salaries	salary	NOUN
cblr-5118	871	120	,	,	PUNCT
cblr-5118	871	121	or	or	CCONJ
cblr-5118	871	122	performance	performance	NOUN
cblr-5118	871	123	based	base	VERB
cblr-5118	871	124	compensation	compensation	NOUN
cblr-5118	871	125	schemes).250	schemes).250	PROPN
cblr-5118	871	126	as	as	ADP
cblr-5118	871	127	a	a	DET
cblr-5118	871	128	co	co	NOUN
cblr-5118	871	129	-	-	NOUN
cblr-5118	871	130	founder	founder	NOUN
cblr-5118	871	131	of	of	ADP
cblr-5118	871	132	consensys	consensys	NOUN
cblr-5118	871	133	explained	explain	VERB
cblr-5118	871	134	,	,	PUNCT
cblr-5118	871	135	his	his	PRON
cblr-5118	871	136	main	main	ADJ
cblr-5118	871	137	operational	operational	ADJ
cblr-5118	871	138	role	role	NOUN
cblr-5118	871	139	is	be	AUX
cblr-5118	871	140	limited	limit	VERB
cblr-5118	871	141	to	to	ADP
cblr-5118	871	142	that	that	PRON
cblr-5118	871	143	of	of	ADP
cblr-5118	871	144	an	an	DET
cblr-5118	871	145	advisor	advisor	NOUN
cblr-5118	871	146	that	that	PRON
cblr-5118	871	147	suggests	suggest	VERB
cblr-5118	871	148	directions	direction	NOUN
cblr-5118	871	149	and	and	CCONJ
cblr-5118	871	150	priorities.251	priorities.251	NOUN
cblr-5118	871	151	only	only	ADV
cblr-5118	871	152	occasionally	occasionally	ADV
cblr-5118	871	153	is	be	AUX
cblr-5118	871	154	there	there	PRON
cblr-5118	871	155	a	a	DET
cblr-5118	871	156	need	need	NOUN
cblr-5118	871	157	to	to	PART
cblr-5118	871	158	“	"	PUNCT
cblr-5118	871	159	suggest	suggest	VERB
cblr-5118	871	160	that	that	SCONJ
cblr-5118	871	161	a	a	DET
cblr-5118	871	162	certain	certain	ADJ
cblr-5118	871	163	thing	thing	NOUN
cblr-5118	871	164	really	really	ADV
cblr-5118	871	165	needs	need	VERB
cblr-5118	871	166	to	to	PART
cblr-5118	871	167	get	get	AUX
cblr-5118	871	168	done	do	VERB
cblr-5118	871	169	”	"	PUNCT
cblr-5118	871	170	and	and	CCONJ
cblr-5118	871	171	potentially	potentially	ADV
cblr-5118	871	172	hire	hire	VERB
cblr-5118	871	173	external	external	ADJ
cblr-5118	871	174	third	third	ADJ
cblr-5118	871	175	parties	party	NOUN
cblr-5118	871	176	or	or	CCONJ
cblr-5118	871	177	incentivize	incentivize	VERB
cblr-5118	871	178	internal	internal	ADJ
cblr-5118	871	179	employees	employee	NOUN
cblr-5118	871	180	to	to	PART
cblr-5118	871	181	do	do	VERB
cblr-5118	871	182	it.252	it.252	VERB
cblr-5118	871	183	another	another	DET
cblr-5118	871	184	widely	widely	ADV
cblr-5118	871	185	known	know	VERB
cblr-5118	871	186	example	example	NOUN
cblr-5118	871	187	of	of	ADP
cblr-5118	871	188	a	a	DET
cblr-5118	871	189	dae	dae	NOUN
cblr-5118	871	190	,	,	PUNCT
cblr-5118	871	191	slock.it	slock.it	NUM
cblr-5118	871	192	,	,	PUNCT
cblr-5118	871	193	suffered	suffer	VERB
cblr-5118	871	194	from	from	ADP
cblr-5118	871	195	fatal	fatal	ADJ
cblr-5118	871	196	flaws	flaw	NOUN
cblr-5118	871	197	and	and	CCONJ
cblr-5118	871	198	ultimately	ultimately	ADV
cblr-5118	871	199	failed.253	failed.253	ADJ
cblr-5118	871	200	although	although	SCONJ
cblr-5118	871	201	its	its	PRON
cblr-5118	871	202	demise	demise	NOUN
cblr-5118	871	203	was	be	AUX
cblr-5118	871	204	due	due	ADJ
cblr-5118	871	205	to	to	ADP
cblr-5118	871	206	other	other	ADJ
cblr-5118	871	207	reasons	reason	NOUN
cblr-5118	871	208	—	—	PUNCT
cblr-5118	871	209	exploitation	exploitation	NOUN
cblr-5118	871	210	of	of	ADP
cblr-5118	871	211	a	a	DET
cblr-5118	871	212	weakness	weakness	NOUN
cblr-5118	871	213	in	in	ADP
cblr-5118	871	214	the	the	DET
cblr-5118	871	215	247	247	NUM
cblr-5118	871	216	i	i	PROPN
cblr-5118	871	217	d.	d.	PROPN
cblr-5118	871	218	at	at	ADP
cblr-5118	871	219	126	126	NUM
cblr-5118	871	220	.	.	PUNCT
cblr-5118	872	1	248	248	NUM
cblr-5118	872	2	see	see	VERB
cblr-5118	872	3	consensys	consensy	NOUN
cblr-5118	872	4	,	,	PUNCT
cblr-5118	872	5	https://consensys.net/solutions	https://consensys.net/solution	NOUN
cblr-5118	873	1	[	[	X
cblr-5118	873	2	https://perma.cc/da2j-tau9	https://perma.cc/da2j-tau9	X
cblr-5118	873	3	]	]	X
cblr-5118	873	4	(	(	PUNCT
cblr-5118	873	5	last	last	ADV
cblr-5118	873	6	visited	visit	VERB
cblr-5118	873	7	sept	sept	PROPN
cblr-5118	873	8	.	.	PROPN
cblr-5118	873	9	18	18	NUM
cblr-5118	873	10	,	,	PUNCT
cblr-5118	873	11	2019	2019	NUM
cblr-5118	873	12	)	)	PUNCT
cblr-5118	873	13	.	.	PUNCT
cblr-5118	874	1	249	249	NUM
cblr-5118	874	2	see	see	VERB
cblr-5118	874	3	sean	sean	PROPN
cblr-5118	874	4	tahery	tahery	NOUN
cblr-5118	874	5	,	,	PUNCT
cblr-5118	874	6	the	the	DET
cblr-5118	874	7	decentralized	decentralize	VERB
cblr-5118	874	8	org	org	ADJ
cblr-5118	874	9	structure	structure	NOUN
cblr-5118	874	10	,	,	PUNCT
cblr-5118	874	11	consensys	consensys	PROPN
cblr-5118	874	12	college	college	PROPN
cblr-5118	874	13	consortium	consortium	PROPN
cblr-5118	874	14	(	(	PUNCT
cblr-5118	874	15	sept	sept	PROPN
cblr-5118	874	16	.	.	PROPN
cblr-5118	874	17	4	4	NUM
cblr-5118	874	18	,	,	PUNCT
cblr-5118	874	19	2018	2018	NUM
cblr-5118	874	20	)	)	PUNCT
cblr-5118	874	21	,	,	PUNCT
cblr-5118	874	22	https://medium.com/@consensys_uni/the-decentralized-org-structure376bee0544cf	https://medium.com/@consensys_uni/the-decentralized-org-structure376bee0544cf	ADP
cblr-5118	874	23	[	[	X
cblr-5118	874	24	https://perma.cc/m62k-plng	https://perma.cc/m62k-plng	PROPN
cblr-5118	874	25	]	]	PUNCT
cblr-5118	874	26	;	;	PUNCT
cblr-5118	874	27	see	see	VERB
cblr-5118	874	28	also	also	ADV
cblr-5118	874	29	tapscott	tapscott	PROPN
cblr-5118	874	30	&	&	CCONJ
cblr-5118	874	31	tapscott	tapscott	PROPN
cblr-5118	874	32	,	,	PUNCT
cblr-5118	874	33	supra	supra	PROPN
cblr-5118	874	34	note	note	PROPN
cblr-5118	874	35	226	226	NUM
cblr-5118	874	36	,	,	PUNCT
cblr-5118	874	37	at	at	ADP
cblr-5118	874	38	88	88	NUM
cblr-5118	874	39	;	;	PUNCT
cblr-5118	874	40	bodie	bodie	PROPN
cblr-5118	874	41	,	,	PUNCT
cblr-5118	874	42	supra	supra	PROPN
cblr-5118	874	43	note	note	NOUN
cblr-5118	874	44	39	39	NUM
cblr-5118	874	45	(	(	PUNCT
cblr-5118	874	46	generally	generally	ADV
cblr-5118	874	47	on	on	ADP
cblr-5118	874	48	holocracy	holocracy	NOUN
cblr-5118	874	49	as	as	ADP
cblr-5118	874	50	a	a	DET
cblr-5118	874	51	corporate	corporate	ADJ
cblr-5118	874	52	governance	governance	NOUN
cblr-5118	874	53	system	system	NOUN
cblr-5118	874	54	)	)	PUNCT
cblr-5118	874	55	.	.	PUNCT
cblr-5118	875	1	250	250	NUM
cblr-5118	875	2	tapscott	tapscott	NOUN
cblr-5118	875	3	&	&	CCONJ
cblr-5118	875	4	tapscott	tapscott	PROPN
cblr-5118	875	5	,	,	PUNCT
cblr-5118	875	6	supra	supra	PROPN
cblr-5118	875	7	note	note	PROPN
cblr-5118	875	8	226	226	NUM
cblr-5118	875	9	,	,	PUNCT
cblr-5118	875	10	at	at	ADP
cblr-5118	875	11	88–90	88–90	NUM
cblr-5118	875	12	(	(	PUNCT
cblr-5118	875	13	citing	cite	VERB
cblr-5118	875	14	co	co	NOUN
cblr-5118	875	15	-	-	NOUN
cblr-5118	875	16	founder	founder	NOUN
cblr-5118	875	17	joe	joe	PROPN
cblr-5118	875	18	lubin	lubin	PROPN
cblr-5118	875	19	)	)	PUNCT
cblr-5118	875	20	.	.	PUNCT
cblr-5118	876	1	251	251	NUM
cblr-5118	876	2	see	see	VERB
cblr-5118	876	3	i	i	PRON
cblr-5118	876	4	d.	d.	PROPN
cblr-5118	876	5	at	at	ADP
cblr-5118	876	6	89	89	NUM
cblr-5118	876	7	.	.	PUNCT
cblr-5118	877	1	252	252	NUM
cblr-5118	877	2	i	i	PRON
cblr-5118	877	3	d.	d.	NOUN
cblr-5118	877	4	at	at	ADP
cblr-5118	877	5	90	90	NUM
cblr-5118	877	6	.	.	PUNCT
cblr-5118	878	1	253	253	NUM
cblr-5118	878	2	see	see	VERB
cblr-5118	878	3	rodrigues	rodrigue	NOUN
cblr-5118	878	4	,	,	PUNCT
cblr-5118	878	5	supra	supra	PROPN
cblr-5118	878	6	note	note	PROPN
cblr-5118	878	7	242	242	NUM
cblr-5118	878	8	,	,	PUNCT
cblr-5118	878	9	at	at	ADP
cblr-5118	878	10	697–706	697–706	NUM
cblr-5118	878	11	.	.	PUNCT
cblr-5118	879	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	879	2	(	(	PUNCT
cblr-5118	879	3	do	do	AUX
cblr-5118	879	4	not	not	PART
cblr-5118	879	5	delte	delte	VERB
cblr-5118	879	6	)	)	PUNCT
cblr-5118	879	7	1/8/2020	1/8/2020	NUM
cblr-5118	879	8	4:46	4:46	NUM
cblr-5118	879	9	pm	pm	NOUN
cblr-5118	879	10	1028	1028	NUM
cblr-5118	879	11	columbia	columbia	PROPN
cblr-5118	879	12	business	business	NOUN
cblr-5118	879	13	law	law	PROPN
cblr-5118	879	14	review	review	NOUN
cblr-5118	880	1	[	[	X
cblr-5118	880	2	vol	vol	NOUN
cblr-5118	880	3	.	.	NOUN
cblr-5118	880	4	2019	2019	NUM
cblr-5118	880	5	entity	entity	NOUN
cblr-5118	880	6	’s	’s	PART
cblr-5118	880	7	coding	coding	NOUN
cblr-5118	880	8	by	by	ADP
cblr-5118	880	9	a	a	DET
cblr-5118	880	10	user	user	NOUN
cblr-5118	880	11	—	—	PUNCT
cblr-5118	880	12	even	even	ADV
cblr-5118	880	13	one	one	NUM
cblr-5118	880	14	of	of	ADP
cblr-5118	880	15	its	its	PRON
cblr-5118	880	16	founders	founder	NOUN
cblr-5118	880	17	noted	note	VERB
cblr-5118	880	18	that	that	SCONJ
cblr-5118	880	19	the	the	DET
cblr-5118	880	20	enterprise	enterprise	NOUN
cblr-5118	880	21	’s	’s	PART
cblr-5118	880	22	leaderless	leaderless	ADJ
cblr-5118	880	23	structure	structure	NOUN
cblr-5118	880	24	did	do	AUX
cblr-5118	880	25	not	not	PART
cblr-5118	880	26	work	work	VERB
cblr-5118	880	27	well	well	ADV
cblr-5118	880	28	in	in	ADP
cblr-5118	880	29	practice.254	practice.254	NOUN
cblr-5118	880	30	to	to	PART
cblr-5118	880	31	be	be	AUX
cblr-5118	880	32	sure	sure	ADJ
cblr-5118	880	33	,	,	PUNCT
cblr-5118	880	34	daes	daes	PROPN
cblr-5118	880	35	can	can	AUX
cblr-5118	880	36	implement	implement	VERB
cblr-5118	880	37	any	any	DET
cblr-5118	880	38	governance	governance	NOUN
cblr-5118	880	39	structure	structure	NOUN
cblr-5118	880	40	that	that	PRON
cblr-5118	880	41	its	its	PRON
cblr-5118	880	42	members	member	NOUN
cblr-5118	880	43	see	see	VERB
cblr-5118	880	44	fit	fit	ADJ
cblr-5118	880	45	,	,	PUNCT
cblr-5118	880	46	and	and	CCONJ
cblr-5118	880	47	future	future	ADJ
cblr-5118	880	48	autonomous	autonomous	ADJ
cblr-5118	880	49	entities	entity	NOUN
cblr-5118	880	50	would	would	AUX
cblr-5118	880	51	not	not	PART
cblr-5118	880	52	need	need	VERB
cblr-5118	880	53	to	to	PART
cblr-5118	880	54	adopt	adopt	VERB
cblr-5118	880	55	slock.it	slock.it	PRON
cblr-5118	880	56	’s	’s	PART
cblr-5118	880	57	decisionmaking	decisionmake	VERB
cblr-5118	880	58	mechanisms	mechanism	NOUN
cblr-5118	880	59	,	,	PUNCT
cblr-5118	880	60	which	which	PRON
cblr-5118	880	61	were	be	AUX
cblr-5118	880	62	quite	quite	ADV
cblr-5118	880	63	rudimentary.255	rudimentary.255	ADJ
cblr-5118	880	64	slock.it	slock.it	NUM
cblr-5118	880	65	’s	’s	PART
cblr-5118	880	66	failure	failure	NOUN
cblr-5118	880	67	is	be	AUX
cblr-5118	880	68	by	by	ADP
cblr-5118	880	69	itself	itself	PRON
cblr-5118	880	70	not	not	PART
cblr-5118	880	71	the	the	DET
cblr-5118	880	72	final	final	ADJ
cblr-5118	880	73	word	word	NOUN
cblr-5118	880	74	on	on	ADP
cblr-5118	880	75	daes	daes	PROPN
cblr-5118	880	76	,	,	PUNCT
cblr-5118	880	77	but	but	CCONJ
cblr-5118	880	78	it	it	PRON
cblr-5118	880	79	highlights	highlight	VERB
cblr-5118	880	80	some	some	PRON
cblr-5118	880	81	of	of	ADP
cblr-5118	880	82	the	the	DET
cblr-5118	880	83	potential	potential	ADJ
cblr-5118	880	84	risks	risk	NOUN
cblr-5118	880	85	and	and	CCONJ
cblr-5118	880	86	shortcomings	shortcoming	NOUN
cblr-5118	880	87	of	of	ADP
cblr-5118	880	88	business	business	NOUN
cblr-5118	880	89	entities	entity	NOUN
cblr-5118	880	90	that	that	PRON
cblr-5118	880	91	operate	operate	VERB
cblr-5118	880	92	without	without	ADP
cblr-5118	880	93	centralized	centralized	ADJ
cblr-5118	880	94	managerial	managerial	ADJ
cblr-5118	880	95	structures	structure	NOUN
cblr-5118	880	96	.	.	PUNCT
cblr-5118	881	1	indeed	indeed	ADV
cblr-5118	881	2	,	,	PUNCT
cblr-5118	881	3	leaderless	leaderless	ADJ
cblr-5118	881	4	or	or	CCONJ
cblr-5118	881	5	self	self	NOUN
cblr-5118	881	6	-	-	PUNCT
cblr-5118	881	7	managed	manage	VERB
cblr-5118	881	8	collectives	collective	NOUN
cblr-5118	881	9	are	be	AUX
cblr-5118	881	10	unlikely	unlikely	ADJ
cblr-5118	881	11	to	to	PART
cblr-5118	881	12	prevail	prevail	VERB
cblr-5118	881	13	in	in	ADP
cblr-5118	881	14	the	the	DET
cblr-5118	881	15	future	future	NOUN
cblr-5118	881	16	,	,	PUNCT
cblr-5118	881	17	at	at	ADP
cblr-5118	881	18	least	least	ADJ
cblr-5118	881	19	on	on	ADP
cblr-5118	881	20	a	a	DET
cblr-5118	881	21	broad	broad	ADJ
cblr-5118	881	22	scale	scale	NOUN
cblr-5118	881	23	apart	apart	ADV
cblr-5118	881	24	from	from	ADP
cblr-5118	881	25	certain	certain	ADJ
cblr-5118	881	26	niche	niche	NOUN
cblr-5118	881	27	areas	area	NOUN
cblr-5118	881	28	where	where	SCONJ
cblr-5118	881	29	ultra	ultra	ADJ
cblr-5118	881	30	-	-	ADJ
cblr-5118	881	31	flat	flat	ADJ
cblr-5118	881	32	hierarchies	hierarchy	NOUN
cblr-5118	881	33	could	could	AUX
cblr-5118	881	34	be	be	AUX
cblr-5118	881	35	useful	useful	ADJ
cblr-5118	881	36	—	—	PUNCT
cblr-5118	881	37	specifically	specifically	ADV
cblr-5118	881	38	software	software	NOUN
cblr-5118	881	39	and	and	CCONJ
cblr-5118	881	40	other	other	ADJ
cblr-5118	881	41	internet	internet	NOUN
cblr-5118	881	42	-	-	PUNCT
cblr-5118	881	43	based	base	VERB
cblr-5118	881	44	work	work	NOUN
cblr-5118	881	45	and	and	CCONJ
cblr-5118	881	46	projects	project	NOUN
cblr-5118	881	47	.	.	PUNCT
cblr-5118	882	1	overall	overall	ADJ
cblr-5118	882	2	,	,	PUNCT
cblr-5118	882	3	despite	despite	SCONJ
cblr-5118	882	4	the	the	DET
cblr-5118	882	5	superior	superior	ADJ
cblr-5118	882	6	capabilities	capability	NOUN
cblr-5118	882	7	of	of	ADP
cblr-5118	882	8	machines	machine	NOUN
cblr-5118	882	9	,	,	PUNCT
cblr-5118	882	10	it	it	PRON
cblr-5118	882	11	seems	seem	VERB
cblr-5118	882	12	likely	likely	ADJ
cblr-5118	882	13	that	that	SCONJ
cblr-5118	882	14	larger	large	ADJ
cblr-5118	882	15	business	business	NOUN
cblr-5118	882	16	organizations	organization	NOUN
cblr-5118	882	17	will	will	AUX
cblr-5118	882	18	generally	generally	ADV
cblr-5118	882	19	continue	continue	VERB
cblr-5118	882	20	to	to	PART
cblr-5118	882	21	benefit	benefit	VERB
cblr-5118	882	22	from	from	ADP
cblr-5118	882	23	centralized	centralized	ADJ
cblr-5118	882	24	control	control	NOUN
cblr-5118	882	25	and	and	CCONJ
cblr-5118	882	26	that	that	SCONJ
cblr-5118	882	27	shareholders	shareholder	NOUN
cblr-5118	882	28	will	will	AUX
cblr-5118	882	29	normally	normally	ADV
cblr-5118	882	30	tend	tend	VERB
cblr-5118	882	31	to	to	PART
cblr-5118	882	32	remain	remain	VERB
cblr-5118	882	33	almost	almost	ADV
cblr-5118	882	34	completely	completely	ADV
cblr-5118	882	35	passive	passive	ADJ
cblr-5118	882	36	,	,	PUNCT
cblr-5118	882	37	their	their	PRON
cblr-5118	882	38	role	role	NOUN
cblr-5118	882	39	reduced	reduce	VERB
cblr-5118	882	40	to	to	ADP
cblr-5118	882	41	providers	provider	NOUN
cblr-5118	882	42	of	of	ADP
cblr-5118	882	43	capital	capital	NOUN
cblr-5118	882	44	and	and	CCONJ
cblr-5118	882	45	recipients	recipient	NOUN
cblr-5118	882	46	of	of	ADP
cblr-5118	882	47	dividend	dividend	NOUN
cblr-5118	882	48	streams	stream	NOUN
cblr-5118	882	49	.	.	PUNCT
cblr-5118	883	1	this	this	PRON
cblr-5118	883	2	is	be	AUX
cblr-5118	883	3	not	not	PART
cblr-5118	883	4	to	to	PART
cblr-5118	883	5	say	say	VERB
cblr-5118	883	6	that	that	SCONJ
cblr-5118	883	7	centralized	centralized	ADJ
cblr-5118	883	8	,	,	PUNCT
cblr-5118	883	9	hierarchical	hierarchical	ADJ
cblr-5118	883	10	governance	governance	NOUN
cblr-5118	883	11	structures	structure	NOUN
cblr-5118	883	12	are	be	AUX
cblr-5118	883	13	without	without	ADP
cblr-5118	883	14	flaws	flaw	NOUN
cblr-5118	883	15	and	and	CCONJ
cblr-5118	883	16	should	should	AUX
cblr-5118	883	17	not	not	PART
cblr-5118	883	18	be	be	AUX
cblr-5118	883	19	further	far	ADV
cblr-5118	883	20	tweaked	tweak	VERB
cblr-5118	883	21	and	and	CCONJ
cblr-5118	883	22	improved.256	improved.256	VERB
cblr-5118	883	23	however	however	ADV
cblr-5118	883	24	,	,	PUNCT
cblr-5118	883	25	only	only	ADV
cblr-5118	883	26	if	if	SCONJ
cblr-5118	883	27	technology	technology	NOUN
cblr-5118	883	28	can	can	AUX
cblr-5118	883	29	drastically	drastically	ADV
cblr-5118	883	30	reduce	reduce	VERB
cblr-5118	883	31	the	the	DET
cblr-5118	883	32	limitations	limitation	NOUN
cblr-5118	883	33	that	that	PRON
cblr-5118	883	34	make	make	VERB
cblr-5118	883	35	self	self	NOUN
cblr-5118	883	36	-	-	PUNCT
cblr-5118	883	37	governance	governance	NOUN
cblr-5118	883	38	of	of	ADP
cblr-5118	883	39	business	business	NOUN
cblr-5118	883	40	entities	entity	NOUN
cblr-5118	883	41	unfeasible	unfeasible	ADJ
cblr-5118	883	42	today	today	NOUN
cblr-5118	883	43	—	—	PUNCT
cblr-5118	883	44	including	include	VERB
cblr-5118	883	45	apathy	apathy	NOUN
cblr-5118	883	46	,	,	PUNCT
cblr-5118	883	47	information	information	NOUN
cblr-5118	883	48	asymmetries	asymmetry	NOUN
cblr-5118	883	49	,	,	PUNCT
cblr-5118	883	50	and	and	CCONJ
cblr-5118	883	51	collective	collective	ADJ
cblr-5118	883	52	action	action	NOUN
cblr-5118	883	53	problems	problem	NOUN
cblr-5118	883	54	—	—	PUNCT
cblr-5118	883	55	can	can	AUX
cblr-5118	883	56	daes	daes	PROPN
cblr-5118	883	57	become	become	VERB
cblr-5118	883	58	viable	viable	ADJ
cblr-5118	883	59	as	as	ADP
cblr-5118	883	60	widespread	widespread	ADJ
cblr-5118	883	61	alternative	alternative	ADJ
cblr-5118	883	62	organizational	organizational	ADJ
cblr-5118	883	63	models	model	NOUN
cblr-5118	883	64	or	or	CCONJ
cblr-5118	883	65	even	even	ADV
cblr-5118	883	66	replace	replace	VERB
cblr-5118	883	67	centrally	centrally	ADV
cblr-5118	883	68	managed	manage	VERB
cblr-5118	883	69	entities	entity	NOUN
cblr-5118	883	70	.	.	PUNCT
cblr-5118	884	1	even	even	ADV
cblr-5118	884	2	commentators	commentator	NOUN
cblr-5118	884	3	like	like	ADP
cblr-5118	884	4	tapscott	tapscott	NOUN
cblr-5118	884	5	and	and	CCONJ
cblr-5118	884	6	tapscott	tapscott	PROPN
cblr-5118	884	7	,	,	PUNCT
cblr-5118	884	8	who	who	PRON
cblr-5118	884	9	are	be	AUX
cblr-5118	884	10	generally	generally	ADV
cblr-5118	884	11	enthusiastic	enthusiastic	ADJ
cblr-5118	884	12	about	about	ADP
cblr-5118	884	13	daes	daes	PROPN
cblr-5118	884	14	,	,	PUNCT
cblr-5118	884	15	acknowledge	acknowledge	VERB
cblr-5118	884	16	that	that	SCONJ
cblr-5118	884	17	completely	completely	ADV
cblr-5118	884	18	distributed	distribute	VERB
cblr-5118	884	19	enterprises	enterprise	NOUN
cblr-5118	884	20	would	would	AUX
cblr-5118	884	21	be	be	AUX
cblr-5118	884	22	challenging	challenging	ADJ
cblr-5118	884	23	and	and	CCONJ
cblr-5118	884	24	perhaps	perhaps	ADV
cblr-5118	884	25	not	not	PART
cblr-5118	884	26	even	even	ADV
cblr-5118	884	27	practical	practical	ADJ
cblr-5118	884	28	,	,	PUNCT
cblr-5118	884	29	unless	unless	SCONJ
cblr-5118	884	30	a	a	DET
cblr-5118	884	31	way	way	NOUN
cblr-5118	884	32	to	to	PART
cblr-5118	884	33	implement	implement	VERB
cblr-5118	884	34	appropriate	appropriate	ADJ
cblr-5118	884	35	decision	decision	NOUN
cblr-5118	884	36	-	-	PUNCT
cblr-5118	884	37	making	make	VERB
cblr-5118	884	38	and	and	CCONJ
cblr-5118	884	39	consensus	consensus	NOUN
cblr-5118	884	40	driving	driving	NOUN
cblr-5118	884	41	mechanisms	mechanism	NOUN
cblr-5118	884	42	can	can	AUX
cblr-5118	884	43	be	be	AUX
cblr-5118	884	44	found.257	found.257	NOUN
cblr-5118	884	45	currently	currently	ADV
cblr-5118	884	46	,	,	PUNCT
cblr-5118	884	47	it	it	PRON
cblr-5118	884	48	seems	seem	VERB
cblr-5118	884	49	more	more	ADV
cblr-5118	884	50	likely	likely	ADJ
cblr-5118	884	51	254	254	NUM
cblr-5118	884	52	see	see	NOUN
cblr-5118	884	53	christoph	christoph	PROPN
cblr-5118	884	54	jentzsch	jentzsch	PROPN
cblr-5118	884	55	,	,	PUNCT
cblr-5118	884	56	the	the	DET
cblr-5118	884	57	history	history	NOUN
cblr-5118	884	58	of	of	ADP
cblr-5118	884	59	the	the	DET
cblr-5118	884	60	dao	dao	NOUN
cblr-5118	884	61	and	and	CCONJ
cblr-5118	884	62	lessons	lesson	NOUN
cblr-5118	884	63	learned	learn	VERB
cblr-5118	884	64	,	,	PUNCT
cblr-5118	884	65	slock.it	slock.it	NUM
cblr-5118	884	66	blog	blog	NOUN
cblr-5118	884	67	(	(	PUNCT
cblr-5118	884	68	aug	aug	PROPN
cblr-5118	884	69	.	.	PROPN
cblr-5118	884	70	24	24	NUM
cblr-5118	884	71	,	,	PUNCT
cblr-5118	884	72	2016	2016	NUM
cblr-5118	884	73	)	)	PUNCT
cblr-5118	884	74	,	,	PUNCT
cblr-5118	884	75	https://blog.slock.it/the-history-ofthe-dao-and-lessons-learned-d06740f8cfa5	https://blog.slock.it/the-history-ofthe-dao-and-lessons-learned-d06740f8cfa5	VERB
cblr-5118	885	1	[	[	X
cblr-5118	885	2	https://perma.cc/vqw7-dv6e	https://perma.cc/vqw7-dv6e	X
cblr-5118	885	3	]	]	PUNCT
cblr-5118	885	4	.	.	PUNCT
cblr-5118	886	1	255	255	NUM
cblr-5118	886	2	see	see	VERB
cblr-5118	886	3	i	i	PRON
cblr-5118	886	4	d.	d.	PROPN
cblr-5118	886	5	256	256	NUM
cblr-5118	886	6	see	see	VERB
cblr-5118	886	7	tapscott	tapscott	PROPN
cblr-5118	886	8	&	&	CCONJ
cblr-5118	886	9	tapscott	tapscott	PROPN
cblr-5118	886	10	,	,	PUNCT
cblr-5118	886	11	supra	supra	PROPN
cblr-5118	886	12	note	note	PROPN
cblr-5118	886	13	226	226	NUM
cblr-5118	886	14	,	,	PUNCT
cblr-5118	886	15	at	at	ADP
cblr-5118	886	16	106–07	106–07	NUM
cblr-5118	886	17	.	.	PUNCT
cblr-5118	887	1	257	257	NUM
cblr-5118	888	1	i	i	PRON
cblr-5118	888	2	d.	d.	PROPN
cblr-5118	888	3	at	at	ADP
cblr-5118	888	4	127–28	127–28	PROPN
cblr-5118	888	5	.	.	PUNCT
cblr-5118	889	1	see	see	VERB
cblr-5118	889	2	also	also	ADV
cblr-5118	889	3	bruner	bruner	PROPN
cblr-5118	889	4	,	,	PUNCT
cblr-5118	889	5	supra	supra	PROPN
cblr-5118	889	6	note	note	PROPN
cblr-5118	889	7	169	169	NUM
cblr-5118	889	8	,	,	PUNCT
cblr-5118	889	9	at	at	ADP
cblr-5118	889	10	16	16	NUM
cblr-5118	889	11	.	.	PUNCT
cblr-5118	890	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	890	2	(	(	PUNCT
cblr-5118	890	3	do	do	AUX
cblr-5118	890	4	not	not	PART
cblr-5118	890	5	delete	delete	VERB
cblr-5118	890	6	)	)	PUNCT
cblr-5118	890	7	1/8/2020	1/8/2020	NUM
cblr-5118	890	8	4:46	4:46	NUM
cblr-5118	890	9	pm	pm	NOUN
cblr-5118	890	10	no	no	INTJ
cblr-5118	890	11	.	.	PUNCT
cblr-5118	891	1	3:965	3:965	NUM
cblr-5118	891	2	]	]	X
cblr-5118	891	3	corporate	corporate	ADJ
cblr-5118	891	4	management	management	NOUN
cblr-5118	891	5	in	in	ADP
cblr-5118	891	6	the	the	DET
cblr-5118	891	7	age	age	NOUN
cblr-5118	891	8	of	of	ADP
cblr-5118	891	9	ai	ai	PROPN
cblr-5118	891	10	1029	1029	NUM
cblr-5118	891	11	that	that	PRON
cblr-5118	891	12	technology	technology	NOUN
cblr-5118	891	13	will	will	AUX
cblr-5118	891	14	revolutionize	revolutionize	VERB
cblr-5118	891	15	and	and	CCONJ
cblr-5118	891	16	improve	improve	VERB
cblr-5118	891	17	corporate	corporate	ADJ
cblr-5118	891	18	management	management	NOUN
cblr-5118	891	19	rather	rather	ADV
cblr-5118	891	20	than	than	ADP
cblr-5118	891	21	lead	lead	VERB
cblr-5118	891	22	to	to	ADP
cblr-5118	891	23	its	its	PRON
cblr-5118	891	24	demise	demise	NOUN
cblr-5118	891	25	.	.	PUNCT
cblr-5118	892	1	iv	iv	X
cblr-5118	892	2	.	.	PUNCT
cblr-5118	892	3	conclusion	conclusion	NOUN
cblr-5118	892	4	a	a	DET
cblr-5118	892	5	future	future	NOUN
cblr-5118	892	6	in	in	ADP
cblr-5118	892	7	which	which	PRON
cblr-5118	892	8	ai	ai	AUX
cblr-5118	892	9	takes	take	VERB
cblr-5118	892	10	over	over	ADP
cblr-5118	892	11	corporate	corporate	ADJ
cblr-5118	892	12	management	management	NOUN
cblr-5118	892	13	is	be	AUX
cblr-5118	892	14	possible	possible	ADJ
cblr-5118	892	15	.	.	PUNCT
cblr-5118	893	1	recent	recent	ADJ
cblr-5118	893	2	developments	development	NOUN
cblr-5118	893	3	and	and	CCONJ
cblr-5118	893	4	news	news	NOUN
cblr-5118	893	5	stories	story	NOUN
cblr-5118	893	6	show	show	VERB
cblr-5118	893	7	that	that	SCONJ
cblr-5118	893	8	there	there	PRON
cblr-5118	893	9	is	be	VERB
cblr-5118	893	10	an	an	DET
cblr-5118	893	11	effort	effort	NOUN
cblr-5118	893	12	underway	underway	ADJ
cblr-5118	893	13	to	to	PART
cblr-5118	893	14	develop	develop	VERB
cblr-5118	893	15	,	,	PUNCT
cblr-5118	893	16	and	and	CCONJ
cblr-5118	893	17	an	an	DET
cblr-5118	893	18	interest	interest	NOUN
cblr-5118	893	19	to	to	PART
cblr-5118	893	20	pursue	pursue	VERB
cblr-5118	893	21	further	far	ADV
cblr-5118	893	22	,	,	PUNCT
cblr-5118	893	23	machine	machine	NOUN
cblr-5118	893	24	-	-	PUNCT
cblr-5118	893	25	led	lead	VERB
cblr-5118	893	26	corporate	corporate	ADJ
cblr-5118	893	27	leadership	leadership	NOUN
cblr-5118	893	28	.	.	PUNCT
cblr-5118	894	1	because	because	SCONJ
cblr-5118	894	2	ai	ai	VERB
cblr-5118	894	3	management	management	NOUN
cblr-5118	894	4	will	will	AUX
cblr-5118	894	5	presumably	presumably	ADV
cblr-5118	894	6	at	at	ADP
cblr-5118	894	7	some	some	DET
cblr-5118	894	8	point	point	NOUN
cblr-5118	894	9	be	be	AUX
cblr-5118	894	10	both	both	ADV
cblr-5118	894	11	better	well	ADJ
cblr-5118	894	12	and	and	CCONJ
cblr-5118	894	13	more	more	ADJ
cblr-5118	894	14	cost	cost	NOUN
cblr-5118	894	15	-	-	PUNCT
cblr-5118	894	16	effective	effective	ADJ
cblr-5118	894	17	than	than	ADP
cblr-5118	894	18	the	the	DET
cblr-5118	894	19	use	use	NOUN
cblr-5118	894	20	of	of	ADP
cblr-5118	894	21	human	human	ADJ
cblr-5118	894	22	managers	manager	NOUN
cblr-5118	894	23	,	,	PUNCT
cblr-5118	894	24	“	"	PUNCT
cblr-5118	894	25	management	management	NOUN
cblr-5118	894	26	by	by	ADP
cblr-5118	894	27	machine	machine	NOUN
cblr-5118	894	28	”	"	PUNCT
cblr-5118	894	29	seems	seem	VERB
cblr-5118	894	30	inevitable	inevitable	ADJ
cblr-5118	894	31	.	.	PUNCT
cblr-5118	895	1	well	well	ADV
cblr-5118	895	2	known	know	VERB
cblr-5118	895	3	commentators	commentator	NOUN
cblr-5118	895	4	have	have	AUX
cblr-5118	895	5	warned	warn	VERB
cblr-5118	895	6	of	of	ADP
cblr-5118	895	7	the	the	DET
cblr-5118	895	8	dangers	danger	NOUN
cblr-5118	895	9	of	of	ADP
cblr-5118	895	10	ai	ai	NOUN
cblr-5118	895	11	,	,	PUNCT
cblr-5118	895	12	with	with	ADP
cblr-5118	895	13	the	the	DET
cblr-5118	895	14	late	late	ADJ
cblr-5118	895	15	stephen	stephen	NOUN
cblr-5118	895	16	hawking	hawk	VERB
cblr-5118	895	17	predicting	predict	VERB
cblr-5118	895	18	that	that	SCONJ
cblr-5118	895	19	full	full	ADJ
cblr-5118	895	20	ai	ai	NOUN
cblr-5118	895	21	could	could	AUX
cblr-5118	895	22	lead	lead	VERB
cblr-5118	895	23	to	to	ADP
cblr-5118	895	24	the	the	DET
cblr-5118	895	25	end	end	NOUN
cblr-5118	895	26	of	of	ADP
cblr-5118	895	27	mankind.258	mankind.258	NOUN
cblr-5118	895	28	in	in	ADP
cblr-5118	895	29	comparison	comparison	NOUN
cblr-5118	895	30	,	,	PUNCT
cblr-5118	895	31	this	this	DET
cblr-5118	895	32	article	article	NOUN
cblr-5118	895	33	’s	’s	PART
cblr-5118	895	34	premise	premise	NOUN
cblr-5118	895	35	that	that	SCONJ
cblr-5118	895	36	ai	ai	VERB
cblr-5118	895	37	will	will	AUX
cblr-5118	895	38	replace	replace	VERB
cblr-5118	895	39	corporate	corporate	ADJ
cblr-5118	895	40	management	management	NOUN
cblr-5118	895	41	is	be	AUX
cblr-5118	895	42	far	far	ADV
cblr-5118	895	43	more	more	ADV
cblr-5118	895	44	modest	modest	ADJ
cblr-5118	895	45	.	.	PUNCT
cblr-5118	896	1	based	base	VERB
cblr-5118	896	2	on	on	ADP
cblr-5118	896	3	the	the	DET
cblr-5118	896	4	assumption	assumption	NOUN
cblr-5118	896	5	that	that	PRON
cblr-5118	896	6	ai	ai	VERB
cblr-5118	896	7	management	management	NOUN
cblr-5118	896	8	will	will	AUX
cblr-5118	896	9	eventually	eventually	ADV
cblr-5118	896	10	indeed	indeed	ADV
cblr-5118	896	11	materialize	materialize	VERB
cblr-5118	896	12	,	,	PUNCT
cblr-5118	896	13	the	the	DET
cblr-5118	896	14	article	article	NOUN
cblr-5118	896	15	has	have	AUX
cblr-5118	896	16	hypothesized	hypothesize	VERB
cblr-5118	896	17	about	about	ADP
cblr-5118	896	18	its	its	PRON
cblr-5118	896	19	consequences	consequence	NOUN
cblr-5118	896	20	for	for	ADP
cblr-5118	896	21	corporate	corporate	ADJ
cblr-5118	896	22	governance	governance	NOUN
cblr-5118	896	23	.	.	PUNCT
cblr-5118	897	1	with	with	ADP
cblr-5118	897	2	software	software	NOUN
cblr-5118	897	3	and	and	CCONJ
cblr-5118	897	4	machines	machine	NOUN
cblr-5118	897	5	in	in	ADP
cblr-5118	897	6	charge	charge	NOUN
cblr-5118	897	7	,	,	PUNCT
cblr-5118	897	8	the	the	DET
cblr-5118	897	9	need	need	NOUN
cblr-5118	897	10	for	for	ADP
cblr-5118	897	11	a	a	DET
cblr-5118	897	12	collective	collective	ADJ
cblr-5118	897	13	board	board	NOUN
cblr-5118	897	14	will	will	AUX
cblr-5118	897	15	vanish	vanish	VERB
cblr-5118	897	16	,	,	PUNCT
cblr-5118	897	17	which	which	PRON
cblr-5118	897	18	will	will	AUX
cblr-5118	897	19	be	be	AUX
cblr-5118	897	20	replaced	replace	VERB
cblr-5118	897	21	with	with	ADP
cblr-5118	897	22	a	a	DET
cblr-5118	897	23	single	single	ADJ
cblr-5118	897	24	“	"	PUNCT
cblr-5118	897	25	fused	fuse	VERB
cblr-5118	897	26	”	"	PUNCT
cblr-5118	897	27	corporate	corporate	ADJ
cblr-5118	897	28	management	management	NOUN
cblr-5118	897	29	function	function	NOUN
cblr-5118	897	30	.	.	PUNCT
cblr-5118	898	1	the	the	DET
cblr-5118	898	2	shift	shift	NOUN
cblr-5118	898	3	from	from	ADP
cblr-5118	898	4	human	human	ADJ
cblr-5118	898	5	to	to	ADP
cblr-5118	898	6	aibased	aibased	ADJ
cblr-5118	898	7	management	management	NOUN
cblr-5118	898	8	will	will	AUX
cblr-5118	898	9	equally	equally	ADV
cblr-5118	898	10	necessitate	necessitate	ADJ
cblr-5118	898	11	changes	change	NOUN
cblr-5118	898	12	to	to	ADP
cblr-5118	898	13	the	the	DET
cblr-5118	898	14	system	system	NOUN
cblr-5118	898	15	of	of	ADP
cblr-5118	898	16	managerial	managerial	ADJ
cblr-5118	898	17	liability	liability	NOUN
cblr-5118	898	18	.	.	PUNCT
cblr-5118	899	1	in	in	ADP
cblr-5118	899	2	this	this	DET
cblr-5118	899	3	area	area	NOUN
cblr-5118	899	4	,	,	PUNCT
cblr-5118	899	5	we	we	PRON
cblr-5118	899	6	could	could	AUX
cblr-5118	899	7	see	see	VERB
cblr-5118	899	8	a	a	DET
cblr-5118	899	9	system	system	NOUN
cblr-5118	899	10	akin	akin	ADJ
cblr-5118	899	11	to	to	ADP
cblr-5118	899	12	products	product	NOUN
cblr-5118	899	13	liability	liability	NOUN
cblr-5118	899	14	replace	replace	VERB
cblr-5118	899	15	the	the	DET
cblr-5118	899	16	framework	framework	NOUN
cblr-5118	899	17	of	of	ADP
cblr-5118	899	18	fiduciary	fiduciary	ADJ
cblr-5118	899	19	and	and	CCONJ
cblr-5118	899	20	other	other	ADJ
cblr-5118	899	21	personal	personal	ADJ
cblr-5118	899	22	duties	duty	NOUN
cblr-5118	899	23	.	.	PUNCT
cblr-5118	900	1	the	the	DET
cblr-5118	900	2	fundamental	fundamental	ADJ
cblr-5118	900	3	purpose	purpose	NOUN
cblr-5118	900	4	of	of	ADP
cblr-5118	900	5	corporations	corporation	NOUN
cblr-5118	900	6	could	could	AUX
cblr-5118	900	7	also	also	ADV
cblr-5118	900	8	be	be	AUX
cblr-5118	900	9	influenced	influence	VERB
cblr-5118	900	10	by	by	ADP
cblr-5118	900	11	ai	ai	PROPN
cblr-5118	900	12	management	management	NOUN
cblr-5118	900	13	,	,	PUNCT
cblr-5118	900	14	which	which	PRON
cblr-5118	900	15	will	will	AUX
cblr-5118	900	16	allow	allow	VERB
cblr-5118	900	17	more	more	ADV
cblr-5118	900	18	complex	complex	ADJ
cblr-5118	900	19	and	and	CCONJ
cblr-5118	900	20	precise	precise	ADJ
cblr-5118	900	21	calibrations	calibration	NOUN
cblr-5118	900	22	of	of	ADP
cblr-5118	900	23	corporate	corporate	ADJ
cblr-5118	900	24	objectives	objective	NOUN
cblr-5118	900	25	,	,	PUNCT
cblr-5118	900	26	along	along	ADP
cblr-5118	900	27	with	with	ADP
cblr-5118	900	28	the	the	DET
cblr-5118	900	29	potential	potential	NOUN
cblr-5118	900	30	for	for	ADP
cblr-5118	900	31	increased	increase	VERB
cblr-5118	900	32	clarity	clarity	NOUN
cblr-5118	900	33	and	and	CCONJ
cblr-5118	900	34	transparency	transparency	NOUN
cblr-5118	900	35	surrounding	surround	VERB
cblr-5118	900	36	their	their	PRON
cblr-5118	900	37	pursuit	pursuit	NOUN
cblr-5118	900	38	of	of	ADP
cblr-5118	900	39	corporate	corporate	ADJ
cblr-5118	900	40	objectives	objective	NOUN
cblr-5118	900	41	.	.	PUNCT
cblr-5118	901	1	finally	finally	ADV
cblr-5118	901	2	,	,	PUNCT
cblr-5118	901	3	the	the	DET
cblr-5118	901	4	emergence	emergence	NOUN
cblr-5118	901	5	of	of	ADP
cblr-5118	901	6	algorithmic	algorithmic	ADJ
cblr-5118	901	7	entities	entity	NOUN
cblr-5118	901	8	,	,	PUNCT
cblr-5118	901	9	legal	legal	ADJ
cblr-5118	901	10	entities	entity	NOUN
cblr-5118	901	11	that	that	PRON
cblr-5118	901	12	operate	operate	VERB
cblr-5118	901	13	without	without	ADP
cblr-5118	901	14	any	any	DET
cblr-5118	901	15	human	human	ADJ
cblr-5118	901	16	input	input	NOUN
cblr-5118	901	17	whatsoever	whatsoever	ADV
cblr-5118	901	18	,	,	PUNCT
cblr-5118	901	19	seems	seem	VERB
cblr-5118	901	20	plausible	plausible	ADJ
cblr-5118	901	21	,	,	PUNCT
cblr-5118	901	22	if	if	SCONJ
cblr-5118	901	23	not	not	PART
cblr-5118	901	24	limited	limit	VERB
cblr-5118	901	25	in	in	ADP
cblr-5118	901	26	their	their	PRON
cblr-5118	901	27	practicality	practicality	NOUN
cblr-5118	901	28	.	.	PUNCT
cblr-5118	902	1	258	258	NUM
cblr-5118	902	2	joao	joao	PROPN
cblr-5118	902	3	medeiros	medeiros	PROPN
cblr-5118	902	4	,	,	PUNCT
cblr-5118	902	5	stephen	stephen	PROPN
cblr-5118	902	6	hawking	hawk	VERB
cblr-5118	902	7	:	:	PUNCT
cblr-5118	902	8	‘	'	PUNCT
cblr-5118	902	9	i	i	PRON
cblr-5118	902	10	fear	fear	VERB
cblr-5118	902	11	ai	ai	INTJ
cblr-5118	902	12	may	may	AUX
cblr-5118	902	13	replace	replace	VERB
cblr-5118	902	14	humans	human	NOUN
cblr-5118	902	15	altogether	altogether	ADV
cblr-5118	902	16	’	'	PUNCT
cblr-5118	902	17	,	,	PUNCT
cblr-5118	902	18	wired	wire	VERB
cblr-5118	902	19	(	(	PUNCT
cblr-5118	902	20	nov	nov	PROPN
cblr-5118	902	21	.	.	PROPN
cblr-5118	902	22	28	28	NUM
cblr-5118	902	23	,	,	PUNCT
cblr-5118	902	24	2017	2017	NUM
cblr-5118	902	25	)	)	PUNCT
cblr-5118	902	26	,	,	PUNCT
cblr-5118	902	27	https://www.wired.co.uk/article/stephenhawking-interview-alien-life-climate-change-donald-trump	https://www.wired.co.uk/article/stephenhawking-interview-alien-life-climate-change-donald-trump	NOUN
cblr-5118	903	1	[	[	X
cblr-5118	903	2	https://perma.cc/qwx6-4cs3	https://perma.cc/qwx6-4cs3	X
cblr-5118	903	3	]	]	X
cblr-5118	903	4	.	.	PUNCT
cblr-5118	904	1	5_2019.3_petrin	5_2019.3_petrin	NUM
cblr-5118	904	2	(	(	PUNCT
cblr-5118	904	3	do	do	AUX
cblr-5118	904	4	not	not	PART
cblr-5118	904	5	delte	delte	VERB
cblr-5118	904	6	)	)	PUNCT
cblr-5118	904	7	1/8/2020	1/8/2020	NUM
cblr-5118	904	8	4:46	4:46	NUM
cblr-5118	904	9	pm	pm	NOUN
cblr-5118	904	10	1030	1030	NUM
cblr-5118	904	11	columbia	columbia	PROPN
cblr-5118	904	12	business	business	NOUN
cblr-5118	904	13	law	law	PROPN
cblr-5118	904	14	review	review	NOUN
cblr-5118	904	15	[	[	X
cblr-5118	904	16	vol	vol	NOUN
cblr-5118	904	17	.	.	NOUN
cblr-5118	904	18	2019	2019	NUM
cblr-5118	904	19	while	while	SCONJ
cblr-5118	904	20	this	this	DET
cblr-5118	904	21	article	article	NOUN
cblr-5118	904	22	has	have	AUX
cblr-5118	904	23	not	not	PART
cblr-5118	904	24	taken	take	VERB
cblr-5118	904	25	a	a	DET
cblr-5118	904	26	normative	normative	ADJ
cblr-5118	904	27	stance	stance	NOUN
cblr-5118	904	28	,	,	PUNCT
cblr-5118	904	29	but	but	CCONJ
cblr-5118	904	30	focused	focus	VERB
cblr-5118	904	31	on	on	ADP
cblr-5118	904	32	describing	describe	VERB
cblr-5118	904	33	current	current	ADJ
cblr-5118	904	34	and	and	CCONJ
cblr-5118	904	35	possible	possible	ADJ
cblr-5118	904	36	future	future	ADJ
cblr-5118	904	37	developments	development	NOUN
cblr-5118	904	38	of	of	ADP
cblr-5118	904	39	corporate	corporate	ADJ
cblr-5118	904	40	governance	governance	NOUN
cblr-5118	904	41	structures	structure	NOUN
cblr-5118	904	42	in	in	ADP
cblr-5118	904	43	response	response	NOUN
cblr-5118	904	44	to	to	ADP
cblr-5118	904	45	the	the	DET
cblr-5118	904	46	rise	rise	NOUN
cblr-5118	904	47	of	of	ADP
cblr-5118	904	48	ai	ai	NOUN
cblr-5118	904	49	,	,	PUNCT
cblr-5118	904	50	it	it	PRON
cblr-5118	904	51	seems	seem	VERB
cblr-5118	904	52	clear	clear	ADJ
cblr-5118	904	53	that	that	SCONJ
cblr-5118	904	54	there	there	PRON
cblr-5118	904	55	will	will	AUX
cblr-5118	904	56	be	be	AUX
cblr-5118	904	57	a	a	DET
cblr-5118	904	58	need	need	NOUN
cblr-5118	904	59	for	for	ADP
cblr-5118	904	60	legal	legal	ADJ
cblr-5118	904	61	reform	reform	NOUN
cblr-5118	904	62	to	to	PART
cblr-5118	904	63	accommodate	accommodate	VERB
cblr-5118	904	64	changes	change	NOUN
cblr-5118	904	65	brought	bring	VERB
cblr-5118	904	66	about	about	ADP
cblr-5118	904	67	by	by	ADP
cblr-5118	904	68	new	new	ADJ
cblr-5118	904	69	technologies	technology	NOUN
cblr-5118	904	70	.	.	PUNCT
cblr-5118	905	1	these	these	DET
cblr-5118	905	2	reforms	reform	NOUN
cblr-5118	905	3	should	should	AUX
cblr-5118	905	4	be	be	AUX
cblr-5118	905	5	both	both	PRON
cblr-5118	905	6	enabling	enable	VERB
cblr-5118	905	7	—	—	PUNCT
cblr-5118	905	8	facilitating	facilitate	VERB
cblr-5118	905	9	the	the	DET
cblr-5118	905	10	efficiencies	efficiency	NOUN
cblr-5118	905	11	and	and	CCONJ
cblr-5118	905	12	other	other	ADJ
cblr-5118	905	13	beneficial	beneficial	ADJ
cblr-5118	905	14	effects	effect	NOUN
cblr-5118	905	15	of	of	ADP
cblr-5118	905	16	ai	ai	ADJ
cblr-5118	905	17	management	management	NOUN
cblr-5118	905	18	—	—	PUNCT
cblr-5118	905	19	but	but	CCONJ
cblr-5118	905	20	also	also	ADV
cblr-5118	905	21	restrictive	restrictive	ADJ
cblr-5118	905	22	,	,	PUNCT
cblr-5118	905	23	protecting	protect	VERB
cblr-5118	905	24	society	society	NOUN
cblr-5118	905	25	from	from	ADP
cblr-5118	905	26	potential	potential	ADJ
cblr-5118	905	27	negative	negative	ADJ
cblr-5118	905	28	impacts	impact	NOUN
cblr-5118	905	29	,	,	PUNCT
cblr-5118	905	30	loss	loss	NOUN
cblr-5118	905	31	of	of	ADP
cblr-5118	905	32	employment	employment	NOUN
cblr-5118	905	33	,	,	PUNCT
cblr-5118	905	34	and	and	CCONJ
cblr-5118	905	35	other	other	ADJ
cblr-5118	905	36	harmful	harmful	ADJ
cblr-5118	905	37	actions	action	NOUN
cblr-5118	905	38	by	by	ADP
cblr-5118	905	39	rogue	rogue	NOUN
cblr-5118	905	40	ai	ai	PROPN
cblr-5118	905	41	entities	entity	NOUN
cblr-5118	905	42	.	.	PUNCT
cblr-5118	906	1	from	from	ADP
cblr-5118	906	2	a	a	DET
cblr-5118	906	3	broader	broad	ADJ
cblr-5118	906	4	corporate	corporate	ADJ
cblr-5118	906	5	governance	governance	NOUN
cblr-5118	906	6	perspective	perspective	NOUN
cblr-5118	906	7	,	,	PUNCT
cblr-5118	906	8	it	it	PRON
cblr-5118	906	9	seems	seem	VERB
cblr-5118	906	10	clear	clear	ADJ
cblr-5118	906	11	that	that	SCONJ
cblr-5118	906	12	the	the	DET
cblr-5118	906	13	future	future	NOUN
cblr-5118	906	14	of	of	ADP
cblr-5118	906	15	corporate	corporate	ADJ
cblr-5118	906	16	management	management	NOUN
cblr-5118	906	17	will	will	AUX
cblr-5118	906	18	be	be	AUX
cblr-5118	906	19	heavily	heavily	ADV
cblr-5118	906	20	intertwined	intertwine	VERB
cblr-5118	906	21	with	with	ADP
cblr-5118	906	22	the	the	DET
cblr-5118	906	23	consideration	consideration	NOUN
cblr-5118	906	24	of	of	ADP
cblr-5118	906	25	business	business	NOUN
cblr-5118	906	26	analytics	analytic	NOUN
cblr-5118	906	27	,	,	PUNCT
cblr-5118	906	28	big	big	ADJ
cblr-5118	906	29	data	datum	NOUN
cblr-5118	906	30	,	,	PUNCT
cblr-5118	906	31	and	and	CCONJ
cblr-5118	906	32	programming	programming	NOUN
cblr-5118	906	33	.	.	PUNCT
cblr-5118	907	1	the	the	DET
cblr-5118	907	2	prospect	prospect	NOUN
cblr-5118	907	3	of	of	ADP
cblr-5118	907	4	ai	ai	VERB
cblr-5118	907	5	management	management	NOUN
cblr-5118	907	6	also	also	ADV
cblr-5118	907	7	suggests	suggest	VERB
cblr-5118	907	8	the	the	DET
cblr-5118	907	9	likelihood	likelihood	NOUN
cblr-5118	907	10	of	of	ADP
cblr-5118	907	11	change	change	NOUN
cblr-5118	907	12	in	in	ADP
cblr-5118	907	13	the	the	DET
cblr-5118	907	14	study	study	NOUN
cblr-5118	907	15	of	of	ADP
cblr-5118	907	16	agency	agency	NOUN
cblr-5118	907	17	costs	cost	NOUN
cblr-5118	907	18	as	as	ADP
cblr-5118	907	19	an	an	DET
cblr-5118	907	20	important	important	ADJ
cblr-5118	907	21	theoretical	theoretical	ADJ
cblr-5118	907	22	underpinning	underpinning	NOUN
cblr-5118	907	23	of	of	ADP
cblr-5118	907	24	corporate	corporate	ADJ
cblr-5118	907	25	governance	governance	NOUN
cblr-5118	907	26	theory	theory	NOUN
cblr-5118	907	27	.	.	PUNCT
cblr-5118	908	1	agency	agency	NOUN
cblr-5118	908	2	costs	cost	NOUN
cblr-5118	908	3	between	between	ADP
cblr-5118	908	4	shareholders	shareholder	NOUN
cblr-5118	908	5	and	and	CCONJ
cblr-5118	908	6	management	management	NOUN
cblr-5118	908	7	,	,	PUNCT
cblr-5118	908	8	this	this	DET
cblr-5118	908	9	article	article	NOUN
cblr-5118	908	10	suggests	suggest	VERB
cblr-5118	908	11	,	,	PUNCT
cblr-5118	908	12	could	could	AUX
cblr-5118	908	13	be	be	AUX
cblr-5118	908	14	solved	solve	VERB
cblr-5118	908	15	with	with	ADP
cblr-5118	908	16	ai	ai	PROPN
cblr-5118	908	17	management	management	NOUN
cblr-5118	908	18	.	.	PUNCT
cblr-5118	909	1	however	however	ADV
cblr-5118	909	2	,	,	PUNCT
cblr-5118	909	3	the	the	DET
cblr-5118	909	4	development	development	NOUN
cblr-5118	909	5	of	of	ADP
cblr-5118	909	6	ex	ex	NOUN
cblr-5118	909	7	ante	ante	NOUN
cblr-5118	909	8	standards	standard	NOUN
cblr-5118	909	9	for	for	ADP
cblr-5118	909	10	designing	designing	NOUN
cblr-5118	909	11	,	,	PUNCT
cblr-5118	909	12	controlling	control	VERB
cblr-5118	909	13	,	,	PUNCT
cblr-5118	909	14	and	and	CCONJ
cblr-5118	909	15	holding	hold	VERB
cblr-5118	909	16	accountable	accountable	ADJ
cblr-5118	909	17	algorithms	algorithm	NOUN
cblr-5118	909	18	instead	instead	ADV
cblr-5118	909	19	will	will	AUX
cblr-5118	909	20	likely	likely	ADV
cblr-5118	909	21	take	take	VERB
cblr-5118	909	22	center	center	NOUN
cblr-5118	909	23	stage	stage	NOUN
cblr-5118	909	24	.	.	PUNCT
cblr-5118	910	1	this	this	PRON
cblr-5118	910	2	can	can	AUX
cblr-5118	910	3	be	be	AUX
cblr-5118	910	4	thought	think	VERB
cblr-5118	910	5	of	of	ADP
cblr-5118	910	6	as	as	ADP
cblr-5118	910	7	a	a	DET
cblr-5118	910	8	novel	novel	ADJ
cblr-5118	910	9	type	type	NOUN
cblr-5118	910	10	of	of	ADP
cblr-5118	910	11	agency	agency	NOUN
cblr-5118	910	12	costs	cost	NOUN
cblr-5118	910	13	,	,	PUNCT
cblr-5118	910	14	now	now	ADV
cblr-5118	910	15	between	between	ADP
cblr-5118	910	16	humans	human	NOUN
cblr-5118	910	17	and	and	CCONJ
cblr-5118	910	18	machines	machine	NOUN
cblr-5118	910	19	,	,	PUNCT
cblr-5118	910	20	which	which	PRON
cblr-5118	910	21	may	may	AUX
cblr-5118	910	22	come	come	VERB
cblr-5118	910	23	to	to	ADP
cblr-5118	910	24	the	the	DET
cblr-5118	910	25	fore.259	fore.259	NOUN
cblr-5118	910	26	on	on	ADP
cblr-5118	910	27	all	all	DET
cblr-5118	910	28	counts	count	NOUN
cblr-5118	910	29	,	,	PUNCT
cblr-5118	910	30	ai	ai	VERB
cblr-5118	910	31	management	management	NOUN
cblr-5118	910	32	seems	seem	VERB
cblr-5118	910	33	set	set	VERB
cblr-5118	910	34	to	to	PART
cblr-5118	910	35	initiate	initiate	VERB
cblr-5118	910	36	a	a	DET
cblr-5118	910	37	new	new	ADJ
cblr-5118	910	38	chapter	chapter	NOUN
cblr-5118	910	39	for	for	ADP
cblr-5118	910	40	corporate	corporate	ADJ
cblr-5118	910	41	law	law	NOUN
cblr-5118	910	42	and	and	CCONJ
cblr-5118	910	43	governance	governance	NOUN
cblr-5118	910	44	.	.	PUNCT
cblr-5118	911	1	259	259	NUM
cblr-5118	911	2	see	see	VERB
cblr-5118	911	3	bostrom	bostrom	PROPN
cblr-5118	911	4	,	,	PUNCT
cblr-5118	911	5	supra	supra	PROPN
cblr-5118	911	6	note	note	PROPN
cblr-5118	911	7	107	107	NUM
cblr-5118	911	8	,	,	PUNCT
cblr-5118	911	9	at	at	ADP
cblr-5118	911	10	127–29	127–29	NUM
cblr-5118	911	11	.	.	PUNCT
cblr-5118	912	1	see	see	VERB
cblr-5118	912	2	also	also	ADV
cblr-5118	912	3	armour	armour	PROPN
cblr-5118	912	4	&	&	CCONJ
cblr-5118	912	5	horst	horst	PROPN
cblr-5118	912	6	eidenmüller	eidenmüller	PROPN
cblr-5118	912	7	,	,	PUNCT
cblr-5118	912	8	supra	supra	PROPN
cblr-5118	912	9	note	note	NOUN
cblr-5118	912	10	169	169	NUM
cblr-5118	912	11	,	,	PUNCT
cblr-5118	912	12	at	at	ADP
cblr-5118	912	13	7	7	NUM
cblr-5118	912	14	(	(	PUNCT
cblr-5118	912	15	arguing	argue	VERB
cblr-5118	912	16	that	that	SCONJ
cblr-5118	912	17	machines	machine	NOUN
cblr-5118	912	18	on	on	ADP
cblr-5118	912	19	corporate	corporate	ADJ
cblr-5118	912	20	boards	board	NOUN
cblr-5118	912	21	will	will	AUX
cblr-5118	912	22	lead	lead	VERB
cblr-5118	912	23	to	to	ADP
cblr-5118	912	24	a	a	DET
cblr-5118	912	25	“	"	PUNCT
cblr-5118	912	26	fundamental	fundamental	ADJ
cblr-5118	912	27	shift	shift	NOUN
cblr-5118	912	28	in	in	ADP
cblr-5118	912	29	focus	focus	NOUN
cblr-5118	912	30	,	,	PUNCT
cblr-5118	912	31	from	from	ADP
cblr-5118	912	32	controlling	control	VERB
cblr-5118	912	33	internal	internal	ADJ
cblr-5118	912	34	costs	cost	NOUN
cblr-5118	912	35	.	.	PUNCT
cblr-5118	912	36	.	.	PUNCT
cblr-5118	913	1	.	.	PUNCT
cblr-5118	914	1	to	to	ADP
cblr-5118	914	2	the	the	DET
cblr-5118	914	3	design	design	NOUN
cblr-5118	914	4	of	of	ADP
cblr-5118	914	5	appropriate	appropriate	ADJ
cblr-5118	914	6	strategies	strategy	NOUN
cblr-5118	914	7	for	for	ADP
cblr-5118	914	8	controlling	control	VERB
cblr-5118	914	9	the	the	DET
cblr-5118	914	10	costs	cost	NOUN
cblr-5118	914	11	that	that	PRON
cblr-5118	914	12	corporate	corporate	ADJ
cblr-5118	914	13	activity	activity	NOUN
cblr-5118	914	14	imposes	impose	VERB
cblr-5118	914	15	on	on	ADP
cblr-5118	914	16	persons	person	NOUN
cblr-5118	914	17	external	external	ADJ
cblr-5118	914	18	to	to	ADP
cblr-5118	914	19	the	the	DET
cblr-5118	914	20	endeavor	endeavor	NOUN
cblr-5118	914	21	”	"	PUNCT
cblr-5118	914	22	)	)	PUNCT
cblr-5118	914	23	.	.	PUNCT