id	sid	tid	token	lemma	pos
crl-26419	1	1	794	794	NUM
crl-26419	1	2	college	college	PROPN
crl-26419	1	3	&	&	CCONJ
crl-26419	1	4	research	research	PROPN
crl-26419	1	5	libraries	library	NOUN
crl-26419	1	6	july	july	PROPN
crl-26419	1	7	2024	2024	NUM
crl-26419	1	8	the	the	DET
crl-26419	1	9	worlds	world	NOUN
crl-26419	1	10	i	i	PRON
crl-26419	1	11	see	see	VERB
crl-26419	1	12	:	:	PUNCT
crl-26419	1	13	curiosity	curiosity	NOUN
crl-26419	1	14	,	,	PUNCT
crl-26419	1	15	exploration	exploration	NOUN
crl-26419	1	16	,	,	PUNCT
crl-26419	1	17	and	and	CCONJ
crl-26419	1	18	discovery	discovery	NOUN
crl-26419	1	19	at	at	ADP
crl-26419	1	20	the	the	DET
crl-26419	1	21	dawn	dawn	NOUN
crl-26419	1	22	of	of	ADP
crl-26419	1	23	ai	ai	PROPN
crl-26419	1	24	,	,	PUNCT
crl-26419	1	25	fei	fei	PROPN
crl-26419	1	26	-	-	PUNCT
crl-26419	1	27	fei	fei	PROPN
crl-26419	1	28	li	li	PROPN
crl-26419	1	29	,	,	PUNCT
crl-26419	1	30	flatiron	flatiron	NOUN
crl-26419	1	31	books	book	NOUN
crl-26419	1	32	,	,	PUNCT
crl-26419	1	33	2023	2023	NUM
crl-26419	1	34	.	.	PUNCT
crl-26419	2	1	324p	324p	NOUN
crl-26419	2	2	.	.	PUNCT
crl-26419	3	1	hardcover	hardcover	PROPN
crl-26419	3	2	,	,	PUNCT
crl-26419	3	3	$	$	SYM
crl-26419	3	4	24.99	24.99	NUM
crl-26419	3	5	.	.	PUNCT
crl-26419	4	1	9781250897930	9781250897930	NUM
crl-26419	4	2	when	when	SCONJ
crl-26419	4	3	we	we	PRON
crl-26419	4	4	consider	consider	VERB
crl-26419	4	5	artificial	artificial	ADJ
crl-26419	4	6	intelligence	intelligence	NOUN
crl-26419	4	7	,	,	PUNCT
crl-26419	4	8	we	we	PRON
crl-26419	4	9	may	may	AUX
crl-26419	4	10	think	think	VERB
crl-26419	4	11	about	about	ADP
crl-26419	4	12	the	the	DET
crl-26419	4	13	recent	recent	ADJ
crl-26419	4	14	generative	generative	ADJ
crl-26419	4	15	artificial	artificial	ADJ
crl-26419	4	16	intelligence	intelligence	NOUN
crl-26419	4	17	tools	tool	NOUN
crl-26419	4	18	making	make	VERB
crl-26419	4	19	the	the	DET
crl-26419	4	20	news	news	NOUN
crl-26419	4	21	,	,	PUNCT
crl-26419	4	22	such	such	ADJ
crl-26419	4	23	as	as	ADP
crl-26419	4	24	openai	openai	PROPN
crl-26419	4	25	’s	’s	PART
crl-26419	4	26	chatgpt	chatgpt	NOUN
crl-26419	4	27	,	,	PUNCT
crl-26419	4	28	google	google	PROPN
crl-26419	4	29	’s	’s	PART
crl-26419	4	30	bard	bard	NOUN
crl-26419	4	31	,	,	PUNCT
crl-26419	4	32	or	or	CCONJ
crl-26419	4	33	microsoft	microsoft	PROPN
crl-26419	4	34	’s	’s	PART
crl-26419	4	35	bing	bing	NOUN
crl-26419	4	36	.	.	PUNCT
crl-26419	5	1	however	however	ADV
crl-26419	5	2	,	,	PUNCT
crl-26419	5	3	ai	ai	INTJ
crl-26419	5	4	has	have	AUX
crl-26419	5	5	been	be	AUX
crl-26419	5	6	a	a	DET
crl-26419	5	7	scientific	scientific	ADJ
crl-26419	5	8	discipline	discipline	NOUN
crl-26419	5	9	since	since	SCONJ
crl-26419	5	10	the	the	DET
crl-26419	5	11	1950s	1950s	NUM
crl-26419	5	12	;	;	PUNCT
crl-26419	5	13	ai	ai	VERB
crl-26419	5	14	was	be	AUX
crl-26419	5	15	originally	originally	ADV
crl-26419	5	16	trained	train	VERB
crl-26419	5	17	to	to	PART
crl-26419	5	18	perform	perform	VERB
crl-26419	5	19	very	very	ADV
crl-26419	5	20	specific	specific	ADJ
crl-26419	5	21	tasks	task	NOUN
crl-26419	5	22	and	and	CCONJ
crl-26419	5	23	generally	generally	ADV
crl-26419	5	24	did	do	AUX
crl-26419	5	25	such	such	ADJ
crl-26419	5	26	assignments	assignment	NOUN
crl-26419	5	27	very	very	ADV
crl-26419	5	28	well	well	ADV
crl-26419	5	29	(	(	PUNCT
crl-26419	5	30	e.g.	e.g.	ADV
crl-26419	5	31	playing	play	VERB
crl-26419	5	32	chess	chess	NOUN
crl-26419	5	33	)	)	PUNCT
crl-26419	5	34	.	.	PUNCT
crl-26419	6	1	academic	academic	ADJ
crl-26419	6	2	libraries	library	NOUN
crl-26419	6	3	such	such	ADJ
crl-26419	6	4	as	as	ADP
crl-26419	6	5	stanford	stanford	PROPN
crl-26419	6	6	university	university	PROPN
crl-26419	6	7	libraries	library	NOUN
crl-26419	6	8	have	have	AUX
crl-26419	6	9	also	also	ADV
crl-26419	6	10	been	be	AUX
crl-26419	6	11	discussing	discuss	VERB
crl-26419	6	12	the	the	DET
crl-26419	6	13	role	role	NOUN
crl-26419	6	14	of	of	ADP
crl-26419	6	15	artificial	artificial	ADJ
crl-26419	6	16	intelligence	intelligence	NOUN
crl-26419	6	17	and	and	CCONJ
crl-26419	6	18	its	its	PRON
crl-26419	6	19	applications	application	NOUN
crl-26419	6	20	in	in	ADP
crl-26419	6	21	higher	high	ADJ
crl-26419	6	22	educations	education	NOUN
crl-26419	6	23	,	,	PUNCT
crl-26419	6	24	business	business	NOUN
crl-26419	6	25	,	,	PUNCT
crl-26419	6	26	and	and	CCONJ
crl-26419	6	27	society	society	NOUN
crl-26419	6	28	.	.	PUNCT
crl-26419	7	1	ai	ai	VERB
crl-26419	7	2	is	be	AUX
crl-26419	7	3	now	now	ADV
crl-26419	7	4	being	be	AUX
crl-26419	7	5	incorporated	incorporate	VERB
crl-26419	7	6	into	into	ADP
crl-26419	7	7	the	the	DET
crl-26419	7	8	mainstream	mainstream	NOUN
crl-26419	7	9	due	due	ADP
crl-26419	7	10	to	to	ADP
crl-26419	7	11	recent	recent	ADJ
crl-26419	7	12	developments	development	NOUN
crl-26419	7	13	in	in	ADP
crl-26419	7	14	these	these	DET
crl-26419	7	15	generative	generative	ADJ
crl-26419	7	16	tools	tool	NOUN
crl-26419	7	17	that	that	PRON
crl-26419	7	18	are	be	AUX
crl-26419	7	19	becoming	become	VERB
crl-26419	7	20	readily	readily	ADV
crl-26419	7	21	available	available	ADJ
crl-26419	7	22	.	.	PUNCT
crl-26419	8	1	dr	dr	PROPN
crl-26419	8	2	.	.	PROPN
crl-26419	8	3	fei	fei	PROPN
crl-26419	8	4	-	-	PUNCT
crl-26419	8	5	fei	fei	PROPN
crl-26419	8	6	li	li	PROPN
crl-26419	8	7	,	,	PUNCT
crl-26419	8	8	professor	professor	NOUN
crl-26419	8	9	of	of	ADP
crl-26419	8	10	computer	computer	NOUN
crl-26419	8	11	science	science	NOUN
crl-26419	8	12	and	and	CCONJ
crl-26419	8	13	founding	founding	NOUN
crl-26419	8	14	director	director	NOUN
crl-26419	8	15	of	of	ADP
crl-26419	8	16	stanford	stanford	PROPN
crl-26419	8	17	institute	institute	PROPN
crl-26419	8	18	for	for	ADP
crl-26419	8	19	human	human	NOUN
crl-26419	8	20	-	-	PUNCT
crl-26419	8	21	centered	center	VERB
crl-26419	8	22	ai	ai	NOUN
crl-26419	8	23	at	at	ADP
crl-26419	8	24	stanford	stanford	PROPN
crl-26419	8	25	university	university	PROPN
crl-26419	8	26	,	,	PUNCT
crl-26419	8	27	writes	write	VERB
crl-26419	8	28	in	in	ADP
crl-26419	8	29	her	her	PRON
crl-26419	8	30	memoir	memoir	NOUN
crl-26419	8	31	,	,	PUNCT
crl-26419	8	32	the	the	DET
crl-26419	8	33	worlds	world	NOUN
crl-26419	8	34	i	i	PRON
crl-26419	8	35	see	see	VERB
crl-26419	8	36	,	,	PUNCT
crl-26419	8	37	about	about	ADP
crl-26419	8	38	her	her	PRON
crl-26419	8	39	curiosity	curiosity	NOUN
crl-26419	8	40	,	,	PUNCT
crl-26419	8	41	affinity	affinity	NOUN
crl-26419	8	42	,	,	PUNCT
crl-26419	8	43	and	and	CCONJ
crl-26419	8	44	engagement	engagement	NOUN
crl-26419	8	45	with	with	ADP
crl-26419	8	46	artificial	artificial	ADJ
crl-26419	8	47	intelligence	intelligence	NOUN
crl-26419	8	48	.	.	PUNCT
crl-26419	9	1	the	the	DET
crl-26419	9	2	author	author	NOUN
crl-26419	9	3	explains	explain	VERB
crl-26419	9	4	how	how	SCONJ
crl-26419	9	5	she	she	PRON
crl-26419	9	6	came	come	VERB
crl-26419	9	7	to	to	PART
crl-26419	9	8	understand	understand	VERB
crl-26419	9	9	the	the	DET
crl-26419	9	10	promises	promise	NOUN
crl-26419	9	11	and	and	CCONJ
crl-26419	9	12	perils	peril	NOUN
crl-26419	9	13	of	of	ADP
crl-26419	9	14	ai	ai	VERB
crl-26419	9	15	through	through	ADP
crl-26419	9	16	her	her	PRON
crl-26419	9	17	encounters	encounter	NOUN
crl-26419	9	18	,	,	PUNCT
crl-26419	9	19	projects	project	NOUN
crl-26419	9	20	,	,	PUNCT
crl-26419	9	21	and	and	CCONJ
crl-26419	9	22	collaborations	collaboration	NOUN
crl-26419	9	23	over	over	ADP
crl-26419	9	24	two	two	NUM
crl-26419	9	25	decades	decade	NOUN
crl-26419	9	26	.	.	PUNCT
crl-26419	10	1	li	li	PROPN
crl-26419	10	2	begins	begin	VERB
crl-26419	10	3	her	her	PRON
crl-26419	10	4	memoir	memoir	NOUN
crl-26419	10	5	describing	describe	VERB
crl-26419	10	6	her	her	PRON
crl-26419	10	7	upbringing	upbringing	NOUN
crl-26419	10	8	in	in	ADP
crl-26419	10	9	china	china	PROPN
crl-26419	10	10	and	and	CCONJ
crl-26419	10	11	new	new	PROPN
crl-26419	10	12	jersey	jersey	PROPN
crl-26419	10	13	.	.	PUNCT
crl-26419	11	1	she	she	PRON
crl-26419	11	2	shared	share	VERB
crl-26419	11	3	with	with	ADP
crl-26419	11	4	readers	reader	NOUN
crl-26419	11	5	her	her	PRON
crl-26419	11	6	high	high	ADJ
crl-26419	11	7	school	school	NOUN
crl-26419	11	8	experiences	experience	NOUN
crl-26419	11	9	,	,	PUNCT
crl-26419	11	10	her	her	PRON
crl-26419	11	11	academic	academic	ADJ
crl-26419	11	12	journey	journey	NOUN
crl-26419	11	13	from	from	ADP
crl-26419	11	14	princeton	princeton	PROPN
crl-26419	11	15	university	university	PROPN
crl-26419	11	16	,	,	PUNCT
crl-26419	11	17	cal	cal	ADJ
crl-26419	11	18	tech	tech	NOUN
crl-26419	11	19	,	,	PUNCT
crl-26419	11	20	and	and	CCONJ
crl-26419	11	21	stanford	stanford	PROPN
crl-26419	11	22	university	university	PROPN
crl-26419	11	23	,	,	PUNCT
crl-26419	11	24	as	as	ADV
crl-26419	11	25	well	well	ADV
crl-26419	11	26	as	as	ADP
crl-26419	11	27	how	how	SCONJ
crl-26419	11	28	she	she	PRON
crl-26419	11	29	became	become	VERB
crl-26419	11	30	interested	interested	ADJ
crl-26419	11	31	in	in	ADP
crl-26419	11	32	artificial	artificial	ADJ
crl-26419	11	33	intelligence	intelligence	NOUN
crl-26419	11	34	.	.	PUNCT
crl-26419	12	1	writing	write	VERB
crl-26419	12	2	about	about	ADP
crl-26419	12	3	the	the	DET
crl-26419	12	4	potential	potential	ADJ
crl-26419	12	5	impact	impact	NOUN
crl-26419	12	6	of	of	ADP
crl-26419	12	7	artificial	artificial	ADJ
crl-26419	12	8	intelligence	intelligence	NOUN
crl-26419	12	9	in	in	ADP
crl-26419	12	10	society	society	NOUN
crl-26419	12	11	,	,	PUNCT
crl-26419	12	12	li	li	PROPN
crl-26419	12	13	found	find	VERB
crl-26419	12	14	similarity	similarity	NOUN
crl-26419	12	15	in	in	ADP
crl-26419	12	16	her	her	PRON
crl-26419	12	17	relationship	relationship	NOUN
crl-26419	12	18	with	with	ADP
crl-26419	12	19	her	her	PRON
crl-26419	12	20	family	family	NOUN
crl-26419	12	21	and	and	CCONJ
crl-26419	12	22	her	her	PRON
crl-26419	12	23	relationship	relationship	NOUN
crl-26419	12	24	with	with	ADP
crl-26419	12	25	artificial	artificial	ADJ
crl-26419	12	26	intelligence	intelligence	NOUN
crl-26419	12	27	—	—	PUNCT
crl-26419	12	28	each	each	PRON
crl-26419	12	29	having	have	VERB
crl-26419	12	30	an	an	DET
crl-26419	12	31	evolving	evolve	VERB
crl-26419	12	32	nature	nature	NOUN
crl-26419	12	33	over	over	ADP
crl-26419	12	34	time	time	NOUN
crl-26419	12	35	.	.	PUNCT
crl-26419	13	1	in	in	ADP
crl-26419	13	2	sharing	share	VERB
crl-26419	13	3	her	her	PRON
crl-26419	13	4	perspective	perspective	NOUN
crl-26419	13	5	on	on	ADP
crl-26419	13	6	modern	modern	ADJ
crl-26419	13	7	artificial	artificial	ADJ
crl-26419	13	8	intelligence	intelligence	NOUN
crl-26419	13	9	and	and	CCONJ
crl-26419	13	10	predicting	predict	VERB
crl-26419	13	11	its	its	PRON
crl-26419	13	12	implications	implication	NOUN
crl-26419	13	13	for	for	ADP
crl-26419	13	14	humans	human	NOUN
crl-26419	13	15	,	,	PUNCT
crl-26419	13	16	li	li	PROPN
crl-26419	13	17	writes	write	VERB
crl-26419	13	18	,	,	PUNCT
crl-26419	13	19	“	"	PUNCT
crl-26419	13	20	we	we	PRON
crl-26419	13	21	see	see	VERB
crl-26419	13	22	the	the	DET
crl-26419	13	23	world	world	NOUN
crl-26419	13	24	holistically	holistically	ADV
crl-26419	13	25	,	,	PUNCT
crl-26419	13	26	not	not	PART
crl-26419	13	27	just	just	ADV
crl-26419	13	28	identifying	identify	VERB
crl-26419	13	29	but	but	CCONJ
crl-26419	13	30	understanding	understand	VERB
crl-26419	13	31	its	its	PRON
crl-26419	13	32	contents	content	NOUN
crl-26419	13	33	—	—	PUNCT
crl-26419	13	34	their	their	PRON
crl-26419	13	35	relationships	relationship	NOUN
crl-26419	13	36	,	,	PUNCT
crl-26419	13	37	their	their	PRON
crl-26419	13	38	meanings	meaning	NOUN
crl-26419	13	39	,	,	PUNCT
crl-26419	13	40	their	their	PRON
crl-26419	13	41	pasts	past	NOUN
crl-26419	13	42	,	,	PUNCT
crl-26419	13	43	and	and	CCONJ
crl-26419	13	44	their	their	PRON
crl-26419	13	45	futures	future	NOUN
crl-26419	13	46	.	.	PUNCT
crl-26419	14	1	the	the	DET
crl-26419	14	2	gist	gist	NOUN
crl-26419	14	3	.	.	PUNCT
crl-26419	15	1	we	we	PRON
crl-26419	15	2	are	be	AUX
crl-26419	15	3	n’t	not	PART
crl-26419	15	4	merely	merely	ADV
crl-26419	15	5	witnesses	witness	NOUN
crl-26419	15	6	but	but	CCONJ
crl-26419	15	7	storytellers	storyteller	NOUN
crl-26419	15	8	.	.	PUNCT
crl-26419	16	1	it	it	PRON
crl-26419	16	2	felt	feel	VERB
crl-26419	16	3	like	like	SCONJ
crl-26419	16	4	it	it	PRON
crl-26419	16	5	was	be	AUX
crl-26419	16	6	time	time	NOUN
crl-26419	16	7	for	for	SCONJ
crl-26419	16	8	algorithms	algorithm	NOUN
crl-26419	16	9	to	to	PART
crl-26419	16	10	learn	learn	VERB
crl-26419	16	11	how	how	SCONJ
crl-26419	16	12	to	to	PART
crl-26419	16	13	do	do	VERB
crl-26419	16	14	the	the	DET
crl-26419	16	15	same	same	ADJ
crl-26419	16	16	”	"	PUNCT
crl-26419	16	17	(	(	PUNCT
crl-26419	16	18	p.	p.	NOUN
crl-26419	16	19	229	229	NUM
crl-26419	16	20	)	)	PUNCT
crl-26419	16	21	.	.	PUNCT
crl-26419	17	1	li	li	PROPN
crl-26419	17	2	suggests	suggest	VERB
crl-26419	17	3	that	that	SCONJ
crl-26419	17	4	ai	ai	VERB
crl-26419	17	5	is	be	AUX
crl-26419	17	6	not	not	PART
crl-26419	17	7	the	the	DET
crl-26419	17	8	work	work	NOUN
crl-26419	17	9	of	of	ADP
crl-26419	17	10	an	an	DET
crl-26419	17	11	individual	individual	NOUN
crl-26419	17	12	but	but	CCONJ
crl-26419	17	13	of	of	ADP
crl-26419	17	14	a	a	DET
crl-26419	17	15	collective	collective	NOUN
crl-26419	17	16	—	—	PUNCT
crl-26419	17	17	a	a	DET
crl-26419	17	18	collaborative	collaborative	ADJ
crl-26419	17	19	effort	effort	NOUN
crl-26419	17	20	.	.	PUNCT
crl-26419	18	1	the	the	DET
crl-26419	18	2	author	author	NOUN
crl-26419	18	3	writes	write	VERB
crl-26419	18	4	about	about	ADP
crl-26419	18	5	her	her	PRON
crl-26419	18	6	own	own	ADJ
crl-26419	18	7	experiences	experience	NOUN
crl-26419	18	8	with	with	ADP
crl-26419	18	9	researchers	researcher	NOUN
crl-26419	18	10	and	and	CCONJ
crl-26419	18	11	students	student	NOUN
crl-26419	18	12	involved	involve	VERB
crl-26419	18	13	in	in	ADP
crl-26419	18	14	her	her	PRON
crl-26419	18	15	labs	lab	NOUN
crl-26419	18	16	,	,	PUNCT
crl-26419	18	17	and	and	CCONJ
crl-26419	18	18	incorporates	incorporate	VERB
crl-26419	18	19	a	a	DET
crl-26419	18	20	history	history	NOUN
crl-26419	18	21	of	of	ADP
crl-26419	18	22	the	the	DET
crl-26419	18	23	development	development	NOUN
crl-26419	18	24	of	of	ADP
crl-26419	18	25	ai	ai	NOUN
crl-26419	18	26	,	,	PUNCT
crl-26419	18	27	discussing	discuss	VERB
crl-26419	18	28	how	how	SCONJ
crl-26419	18	29	substantive	substantive	ADJ
crl-26419	18	30	progress	progress	NOUN
crl-26419	18	31	requires	require	VERB
crl-26419	18	32	institutional	institutional	ADJ
crl-26419	18	33	collaborations	collaboration	NOUN
crl-26419	18	34	between	between	ADP
crl-26419	18	35	higher	high	ADJ
crl-26419	18	36	education	education	NOUN
crl-26419	18	37	and	and	CCONJ
crl-26419	18	38	tech	tech	NOUN
crl-26419	18	39	industries	industry	NOUN
crl-26419	18	40	across	across	ADP
crl-26419	18	41	the	the	DET
crl-26419	18	42	globe	globe	NOUN
crl-26419	18	43	.	.	PUNCT
crl-26419	19	1	li	li	PROPN
crl-26419	19	2	emphasizes	emphasize	VERB
crl-26419	19	3	that	that	SCONJ
crl-26419	19	4	no	no	DET
crl-26419	19	5	single	single	ADJ
crl-26419	19	6	expert	expert	NOUN
crl-26419	19	7	can	can	AUX
crl-26419	19	8	work	work	VERB
crl-26419	19	9	on	on	ADP
crl-26419	19	10	ai	ai	PROPN
crl-26419	19	11	technologies	technology	NOUN
crl-26419	19	12	without	without	ADP
crl-26419	19	13	consulting	consult	VERB
crl-26419	19	14	other	other	ADJ
crl-26419	19	15	professionals	professional	NOUN
crl-26419	19	16	in	in	ADP
crl-26419	19	17	the	the	DET
crl-26419	19	18	field	field	NOUN
crl-26419	19	19	.	.	PUNCT
crl-26419	20	1	yet	yet	CCONJ
crl-26419	20	2	geopolitics	geopolitic	NOUN
crl-26419	20	3	—	—	PUNCT
crl-26419	20	4	such	such	ADJ
crl-26419	20	5	as	as	ADP
crl-26419	20	6	the	the	DET
crl-26419	20	7	present	present	ADJ
crl-26419	20	8	condition	condition	NOUN
crl-26419	20	9	between	between	ADP
crl-26419	20	10	china	china	PROPN
crl-26419	20	11	and	and	CCONJ
crl-26419	20	12	the	the	DET
crl-26419	20	13	united	united	PROPN
crl-26419	20	14	states	states	PROPN
crl-26419	20	15	—	—	PUNCT
crl-26419	20	16	can	can	AUX
crl-26419	20	17	disrupt	disrupt	VERB
crl-26419	20	18	global	global	ADJ
crl-26419	20	19	cooperative	cooperative	ADJ
crl-26419	20	20	partnerships	partnership	NOUN
crl-26419	20	21	,	,	PUNCT
crl-26419	20	22	creating	create	VERB
crl-26419	20	23	isolation	isolation	NOUN
crl-26419	20	24	,	,	PUNCT
crl-26419	20	25	borders	border	NOUN
crl-26419	20	26	,	,	PUNCT
crl-26419	20	27	and	and	CCONJ
crl-26419	20	28	competitions	competition	NOUN
crl-26419	20	29	regarding	regard	VERB
crl-26419	20	30	ai	ai	PROPN
crl-26419	20	31	technologies	technology	NOUN
crl-26419	20	32	—	—	PUNCT
crl-26419	20	33	a	a	DET
crl-26419	20	34	point	point	NOUN
crl-26419	20	35	that	that	PRON
crl-26419	20	36	li	li	PROPN
crl-26419	20	37	fails	fail	VERB
crl-26419	20	38	to	to	PART
crl-26419	20	39	address	address	VERB
crl-26419	20	40	in	in	ADP
crl-26419	20	41	the	the	DET
crl-26419	20	42	book	book	NOUN
crl-26419	20	43	.	.	PUNCT
crl-26419	21	1	because	because	SCONJ
crl-26419	21	2	of	of	ADP
crl-26419	21	3	this	this	DET
crl-26419	21	4	lack	lack	NOUN
crl-26419	21	5	of	of	ADP
crl-26419	21	6	coverage	coverage	NOUN
crl-26419	21	7	,	,	PUNCT
crl-26419	21	8	the	the	DET
crl-26419	21	9	reader	reader	NOUN
crl-26419	21	10	is	be	AUX
crl-26419	21	11	left	leave	VERB
crl-26419	21	12	wondering	wonder	VERB
crl-26419	21	13	how	how	SCONJ
crl-26419	21	14	the	the	DET
crl-26419	21	15	author	author	NOUN
crl-26419	21	16	perceives	perceive	VERB
crl-26419	21	17	current	current	ADJ
crl-26419	21	18	geopolitics	geopolitic	NOUN
crl-26419	21	19	and	and	CCONJ
crl-26419	21	20	its	its	PRON
crl-26419	21	21	implications	implication	NOUN
crl-26419	21	22	for	for	ADP
crl-26419	21	23	developing	develop	VERB
crl-26419	21	24	technologies	technology	NOUN
crl-26419	21	25	.	.	PUNCT
crl-26419	22	1	does	do	AUX
crl-26419	22	2	li	li	PROPN
crl-26419	22	3	think	think	VERB
crl-26419	22	4	that	that	SCONJ
crl-26419	22	5	such	such	ADJ
crl-26419	22	6	competition	competition	NOUN
crl-26419	22	7	creates	create	VERB
crl-26419	22	8	effective	effective	ADJ
crl-26419	22	9	ai	ai	NOUN
crl-26419	22	10	technologies	technology	NOUN
crl-26419	22	11	,	,	PUNCT
crl-26419	22	12	or	or	CCONJ
crl-26419	22	13	does	do	AUX
crl-26419	22	14	it	it	PRON
crl-26419	22	15	stifle	stifle	VERB
crl-26419	22	16	collaboration	collaboration	NOUN
crl-26419	22	17	?	?	PUNCT
crl-26419	23	1	another	another	DET
crl-26419	23	2	consideration	consideration	NOUN
crl-26419	23	3	is	be	AUX
crl-26419	23	4	that	that	SCONJ
crl-26419	23	5	ai	ai	VERB
crl-26419	23	6	technologies	technology	NOUN
crl-26419	23	7	require	require	VERB
crl-26419	23	8	access	access	NOUN
crl-26419	23	9	and	and	CCONJ
crl-26419	23	10	knowledge	knowledge	NOUN
crl-26419	23	11	to	to	PART
crl-26419	23	12	utilize	utilize	VERB
crl-26419	23	13	such	such	ADJ
crl-26419	23	14	tools	tool	NOUN
crl-26419	23	15	.	.	PUNCT
crl-26419	24	1	in	in	ADP
crl-26419	24	2	libraries	library	NOUN
crl-26419	24	3	,	,	PUNCT
crl-26419	24	4	the	the	DET
crl-26419	24	5	concept	concept	NOUN
crl-26419	24	6	of	of	ADP
crl-26419	24	7	the	the	DET
crl-26419	24	8	digital	digital	ADJ
crl-26419	24	9	divide	divide	NOUN
crl-26419	24	10	where	where	SCONJ
crl-26419	24	11	access	access	NOUN
crl-26419	24	12	is	be	AUX
crl-26419	24	13	limited	limit	VERB
crl-26419	24	14	to	to	ADP
crl-26419	24	15	those	those	PRON
crl-26419	24	16	who	who	PRON
crl-26419	24	17	can	can	AUX
crl-26419	24	18	afford	afford	VERB
crl-26419	24	19	it	it	PRON
crl-26419	24	20	is	be	AUX
crl-26419	24	21	the	the	DET
crl-26419	24	22	concept	concept	NOUN
crl-26419	24	23	“	"	PUNCT
crl-26419	24	24	information	information	NOUN
crl-26419	24	25	privilege	privilege	NOUN
crl-26419	24	26	”	"	PUNCT
crl-26419	24	27	at	at	ADP
crl-26419	24	28	play	play	NOUN
crl-26419	24	29	.	.	PUNCT
crl-26419	25	1	similarly	similarly	ADV
crl-26419	25	2	,	,	PUNCT
crl-26419	25	3	individuals	individual	NOUN
crl-26419	25	4	who	who	PRON
crl-26419	25	5	have	have	VERB
crl-26419	25	6	affiliations	affiliation	NOUN
crl-26419	25	7	with	with	ADP
crl-26419	25	8	well	well	ADV
crl-26419	25	9	-	-	PUNCT
crl-26419	25	10	resourced	resource	VERB
crl-26419	25	11	institutions	institution	NOUN
crl-26419	25	12	may	may	AUX
crl-26419	25	13	have	have	VERB
crl-26419	25	14	advantages	advantage	NOUN
crl-26419	25	15	over	over	ADP
crl-26419	25	16	those	those	PRON
crl-26419	25	17	who	who	PRON
crl-26419	25	18	do	do	AUX
crl-26419	25	19	not	not	PART
crl-26419	25	20	have	have	VERB
crl-26419	25	21	such	such	ADJ
crl-26419	25	22	connections	connection	NOUN
crl-26419	25	23	or	or	CCONJ
crl-26419	25	24	relationships	relationship	NOUN
crl-26419	25	25	.	.	PUNCT
crl-26419	26	1	as	as	ADP
crl-26419	26	2	subscription	subscription	NOUN
crl-26419	26	3	fees	fee	NOUN
crl-26419	26	4	in	in	ADP
crl-26419	26	5	tools	tool	NOUN
crl-26419	26	6	such	such	ADJ
crl-26419	26	7	as	as	ADP
crl-26419	26	8	chatgpt	chatgpt	NOUN
crl-26419	26	9	emerge	emerge	VERB
crl-26419	26	10	,	,	PUNCT
crl-26419	26	11	those	those	PRON
crl-26419	26	12	who	who	PRON
crl-26419	26	13	can	can	AUX
crl-26419	26	14	afford	afford	VERB
crl-26419	26	15	to	to	PART
crl-26419	26	16	pay	pay	VERB
crl-26419	26	17	subscription	subscription	NOUN
crl-26419	26	18	fees	fee	NOUN
crl-26419	26	19	will	will	AUX
crl-26419	26	20	have	have	VERB
crl-26419	26	21	access	access	NOUN
crl-26419	26	22	to	to	ADP
crl-26419	26	23	technology	technology	NOUN
crl-26419	26	24	that	that	SCONJ
crl-26419	26	25	others	other	NOUN
crl-26419	26	26	do	do	VERB
crl-26419	26	27	book	book	NOUN
crl-26419	26	28	reviews	review	NOUN
crl-26419	26	29	795	795	NUM
crl-26419	26	30	not	not	PART
crl-26419	26	31	.	.	PUNCT
crl-26419	27	1	these	these	DET
crl-26419	27	2	paywalls	paywall	NOUN
crl-26419	27	3	can	can	AUX
crl-26419	27	4	hamper	hamper	VERB
crl-26419	27	5	creativity	creativity	NOUN
crl-26419	27	6	and	and	CCONJ
crl-26419	27	7	may	may	AUX
crl-26419	27	8	perpetuate	perpetuate	VERB
crl-26419	27	9	existing	exist	VERB
crl-26419	27	10	information	information	NOUN
crl-26419	27	11	privilege	privilege	NOUN
crl-26419	27	12	issues	issue	NOUN
crl-26419	27	13	,	,	PUNCT
crl-26419	27	14	which	which	PRON
crl-26419	27	15	then	then	ADV
crl-26419	27	16	exacerbates	exacerbate	VERB
crl-26419	27	17	existing	exist	VERB
crl-26419	27	18	inequalities	inequality	NOUN
crl-26419	27	19	.	.	PUNCT
crl-26419	28	1	enriching	enrich	VERB
crl-26419	28	2	the	the	DET
crl-26419	28	3	book	book	NOUN
crl-26419	28	4	is	be	AUX
crl-26419	28	5	the	the	DET
crl-26419	28	6	fact	fact	NOUN
crl-26419	28	7	that	that	SCONJ
crl-26419	28	8	li	li	PROPN
crl-26419	28	9	’s	’s	PART
crl-26419	28	10	work	work	NOUN
crl-26419	28	11	in	in	ADP
crl-26419	28	12	ai	ai	ADJ
crl-26419	28	13	draws	draw	NOUN
crl-26419	28	14	on	on	ADP
crl-26419	28	15	multidisciplinary	multidisciplinary	ADJ
crl-26419	28	16	approaches	approach	NOUN
crl-26419	28	17	,	,	PUNCT
crl-26419	28	18	from	from	ADP
crl-26419	28	19	medicine	medicine	NOUN
crl-26419	28	20	to	to	ADP
crl-26419	28	21	information	information	NOUN
crl-26419	28	22	science	science	NOUN
crl-26419	28	23	.	.	PUNCT
crl-26419	29	1	li	li	PROPN
crl-26419	29	2	has	have	AUX
crl-26419	29	3	worked	work	VERB
crl-26419	29	4	side	side	NOUN
crl-26419	29	5	-	-	PUNCT
crl-26419	29	6	by	by	ADP
crl-26419	29	7	-	-	PUNCT
crl-26419	29	8	side	side	NOUN
crl-26419	29	9	with	with	ADP
crl-26419	29	10	numerous	numerous	ADJ
crl-26419	29	11	researchers	researcher	NOUN
crl-26419	29	12	,	,	PUNCT
crl-26419	29	13	tech	tech	NOUN
crl-26419	29	14	ceos	ceos	NOUN
crl-26419	29	15	,	,	PUNCT
crl-26419	29	16	experts	expert	NOUN
crl-26419	29	17	,	,	PUNCT
crl-26419	29	18	and	and	CCONJ
crl-26419	29	19	everyday	everyday	ADJ
crl-26419	29	20	people	people	NOUN
crl-26419	29	21	.	.	PUNCT
crl-26419	30	1	the	the	DET
crl-26419	30	2	author	author	NOUN
crl-26419	30	3	does	do	VERB
crl-26419	30	4	an	an	DET
crl-26419	30	5	excellent	excellent	ADJ
crl-26419	30	6	job	job	NOUN
crl-26419	30	7	of	of	ADP
crl-26419	30	8	synthesizing	synthesize	VERB
crl-26419	30	9	and	and	CCONJ
crl-26419	30	10	breaking	break	VERB
crl-26419	30	11	down	down	ADP
crl-26419	30	12	complex	complex	ADJ
crl-26419	30	13	ideas	idea	NOUN
crl-26419	30	14	and	and	CCONJ
crl-26419	30	15	topics	topic	NOUN
crl-26419	30	16	within	within	ADP
crl-26419	30	17	the	the	DET
crl-26419	30	18	field	field	NOUN
crl-26419	30	19	of	of	ADP
crl-26419	30	20	ai	ai	NOUN
crl-26419	30	21	.	.	PUNCT
crl-26419	31	1	li	li	PROPN
crl-26419	31	2	describes	describe	VERB
crl-26419	31	3	how	how	SCONJ
crl-26419	31	4	her	her	PRON
crl-26419	31	5	own	own	ADJ
crl-26419	31	6	interest	interest	NOUN
crl-26419	31	7	began	begin	VERB
crl-26419	31	8	with	with	ADP
crl-26419	31	9	working	work	VERB
crl-26419	31	10	on	on	ADP
crl-26419	31	11	an	an	DET
crl-26419	31	12	image	image	NOUN
crl-26419	31	13	recognition	recognition	NOUN
crl-26419	31	14	project	project	NOUN
crl-26419	31	15	—	—	PUNCT
crl-26419	31	16	the	the	DET
crl-26419	31	17	imagenet	imagenet	NOUN
crl-26419	31	18	database	database	NOUN
crl-26419	31	19	,	,	PUNCT
crl-26419	31	20	which	which	PRON
crl-26419	31	21	involved	involve	VERB
crl-26419	31	22	researchers	researcher	NOUN
crl-26419	31	23	classifying	classify	VERB
crl-26419	31	24	millions	million	NOUN
crl-26419	31	25	of	of	ADP
crl-26419	31	26	digital	digital	ADJ
crl-26419	31	27	images	image	NOUN
crl-26419	31	28	that	that	PRON
crl-26419	31	29	became	become	VERB
crl-26419	31	30	training	train	VERB
crl-26419	31	31	data	datum	NOUN
crl-26419	31	32	for	for	ADP
crl-26419	31	33	ai	ai	PROPN
crl-26419	31	34	systems	system	NOUN
crl-26419	31	35	back	back	ADV
crl-26419	31	36	in	in	ADP
crl-26419	31	37	2006	2006	NUM
crl-26419	31	38	.	.	PUNCT
crl-26419	32	1	and	and	CCONJ
crl-26419	32	2	she	she	PRON
crl-26419	32	3	discusses	discuss	VERB
crl-26419	32	4	apprehension	apprehension	NOUN
crl-26419	32	5	surrounding	surround	VERB
crl-26419	32	6	ai	ai	NOUN
crl-26419	32	7	and	and	CCONJ
crl-26419	32	8	surveillance	surveillance	NOUN
crl-26419	32	9	,	,	PUNCT
crl-26419	32	10	comparing	compare	VERB
crl-26419	32	11	how	how	SCONJ
crl-26419	32	12	imagenet	imagenet	NOUN
crl-26419	32	13	scraped	scrape	VERB
crl-26419	32	14	millions	million	NOUN
crl-26419	32	15	of	of	ADP
crl-26419	32	16	photos	photo	NOUN
crl-26419	32	17	to	to	PART
crl-26419	32	18	generative	generative	VERB
crl-26419	32	19	ai	ai	NOUN
crl-26419	32	20	tools	tool	NOUN
crl-26419	32	21	aggregating	aggregate	VERB
crl-26419	32	22	large	large	ADJ
crl-26419	32	23	amounts	amount	NOUN
crl-26419	32	24	of	of	ADP
crl-26419	32	25	data	datum	NOUN
crl-26419	32	26	for	for	ADP
crl-26419	32	27	its	its	PRON
crl-26419	32	28	knowledge	knowledge	NOUN
crl-26419	32	29	base	base	NOUN
crl-26419	32	30	.	.	PUNCT
crl-26419	33	1	this	this	DET
crl-26419	33	2	initial	initial	ADJ
crl-26419	33	3	project	project	NOUN
crl-26419	33	4	,	,	PUNCT
crl-26419	33	5	along	along	ADP
crl-26419	33	6	with	with	ADP
crl-26419	33	7	others	other	NOUN
crl-26419	33	8	in	in	ADP
crl-26419	33	9	which	which	PRON
crl-26419	33	10	she	she	PRON
crl-26419	33	11	’s	’s	AUX
crl-26419	33	12	been	be	AUX
crl-26419	33	13	a	a	DET
crl-26419	33	14	member	member	NOUN
crl-26419	33	15	or	or	CCONJ
crl-26419	33	16	led	lead	VERB
crl-26419	33	17	,	,	PUNCT
crl-26419	33	18	shows	show	VERB
crl-26419	33	19	that	that	SCONJ
crl-26419	33	20	she	she	PRON
crl-26419	33	21	is	be	AUX
crl-26419	33	22	well	well	ADV
crl-26419	33	23	-	-	PUNCT
crl-26419	33	24	informed	inform	VERB
crl-26419	33	25	of	of	ADP
crl-26419	33	26	ai	ai	PRON
crl-26419	33	27	issues	issue	NOUN
crl-26419	33	28	.	.	PUNCT
crl-26419	34	1	li	li	PROPN
crl-26419	34	2	discusses	discuss	VERB
crl-26419	34	3	ethical	ethical	ADJ
crl-26419	34	4	and	and	CCONJ
crl-26419	34	5	privacy	privacy	NOUN
crl-26419	34	6	concerns	concern	NOUN
crl-26419	34	7	related	relate	VERB
crl-26419	34	8	to	to	ADP
crl-26419	34	9	surveillance	surveillance	NOUN
crl-26419	34	10	and	and	CCONJ
crl-26419	34	11	the	the	DET
crl-26419	34	12	biases	bias	NOUN
crl-26419	34	13	that	that	PRON
crl-26419	34	14	are	be	AUX
crl-26419	34	15	materializing	materialize	VERB
crl-26419	34	16	from	from	ADP
crl-26419	34	17	using	use	VERB
crl-26419	34	18	ai	ai	NOUN
crl-26419	34	19	—	—	PUNCT
crl-26419	34	20	issues	issue	NOUN
crl-26419	34	21	that	that	PRON
crl-26419	34	22	have	have	AUX
crl-26419	34	23	shaped	shape	VERB
crl-26419	34	24	her	her	PRON
crl-26419	34	25	own	own	ADJ
crl-26419	34	26	understanding	understanding	NOUN
crl-26419	34	27	of	of	ADP
crl-26419	34	28	the	the	DET
crl-26419	34	29	technology	technology	NOUN
crl-26419	34	30	’s	’s	PART
crl-26419	34	31	potential	potential	ADJ
crl-26419	34	32	impact	impact	NOUN
crl-26419	34	33	,	,	PUNCT
crl-26419	34	34	as	as	ADV
crl-26419	34	35	well	well	ADV
crl-26419	34	36	as	as	ADP
crl-26419	34	37	its	its	PRON
crl-26419	34	38	limitations	limitation	NOUN
crl-26419	34	39	.	.	PUNCT
crl-26419	35	1	li	li	PROPN
crl-26419	35	2	also	also	ADV
crl-26419	35	3	describes	describe	VERB
crl-26419	35	4	the	the	DET
crl-26419	35	5	problems	problem	NOUN
crl-26419	35	6	of	of	ADP
crl-26419	35	7	labels	label	NOUN
crl-26419	35	8	generated	generate	VERB
crl-26419	35	9	automatically	automatically	ADV
crl-26419	35	10	by	by	ADP
crl-26419	35	11	yahoo	yahoo	PROPN
crl-26419	35	12	’s	’s	PART
crl-26419	35	13	flickr	flickr	PROPN
crl-26419	35	14	and	and	CCONJ
crl-26419	35	15	google	google	PROPN
crl-26419	35	16	photo	photo	NOUN
crl-26419	35	17	services	service	NOUN
crl-26419	35	18	due	due	ADP
crl-26419	35	19	to	to	ADP
crl-26419	35	20	the	the	DET
crl-26419	35	21	lack	lack	NOUN
crl-26419	35	22	of	of	ADP
crl-26419	35	23	diverse	diverse	ADJ
crl-26419	35	24	data	datum	NOUN
crl-26419	35	25	sets	set	NOUN
crl-26419	35	26	,	,	PUNCT
crl-26419	35	27	which	which	PRON
crl-26419	35	28	,	,	PUNCT
crl-26419	35	29	in	in	ADP
crl-26419	35	30	turn	turn	NOUN
crl-26419	35	31	,	,	PUNCT
crl-26419	35	32	creates	create	VERB
crl-26419	35	33	biased	biased	ADJ
crl-26419	35	34	algorithms	algorithm	NOUN
crl-26419	35	35	.	.	PUNCT
crl-26419	36	1	li	li	PROPN
crl-26419	36	2	wrote	write	VERB
crl-26419	36	3	,	,	PUNCT
crl-26419	36	4	“	"	PUNCT
crl-26419	36	5	imagenet	imagenet	NOUN
crl-26419	36	6	included	include	VERB
crl-26419	36	7	,	,	PUNCT
crl-26419	36	8	exacerbated	exacerbate	VERB
crl-26419	36	9	poorly	poorly	ADV
crl-26419	36	10	tested	test	VERB
crl-26419	36	11	algorithms	algorithm	NOUN
crl-26419	36	12	and	and	CCONJ
crl-26419	36	13	questionable	questionable	ADJ
crl-26419	36	14	decision	decision	NOUN
crl-26419	36	15	making	making	NOUN
crl-26419	36	16	.	.	PUNCT
crl-26419	37	1	when	when	SCONJ
crl-26419	37	2	the	the	DET
crl-26419	37	3	internet	internet	NOUN
crl-26419	37	4	presents	present	VERB
crl-26419	37	5	a	a	DET
crl-26419	37	6	predominately	predominately	ADV
crl-26419	37	7	white	white	ADJ
crl-26419	37	8	,	,	PUNCT
crl-26419	37	9	western	western	ADJ
crl-26419	37	10	,	,	PUNCT
crl-26419	37	11	and	and	CCONJ
crl-26419	37	12	often	often	ADV
crl-26419	37	13	male	male	ADJ
crl-26419	37	14	picture	picture	NOUN
crl-26419	37	15	of	of	ADP
crl-26419	37	16	everyday	everyday	ADJ
crl-26419	37	17	life	life	NOUN
crl-26419	37	18	,	,	PUNCT
crl-26419	37	19	we	we	PRON
crl-26419	37	20	’re	’re	AUX
crl-26419	37	21	left	leave	VERB
crl-26419	37	22	with	with	ADP
crl-26419	37	23	the	the	DET
crl-26419	37	24	technology	technology	NOUN
crl-26419	37	25	that	that	PRON
crl-26419	37	26	struggles	struggle	VERB
crl-26419	37	27	to	to	PART
crl-26419	37	28	make	make	VERB
crl-26419	37	29	sense	sense	NOUN
crl-26419	37	30	of	of	ADP
crl-26419	37	31	everyone	everyone	PRON
crl-26419	37	32	else	else	ADV
crl-26419	37	33	”	"	PUNCT
crl-26419	37	34	(	(	PUNCT
crl-26419	37	35	p.	p.	NOUN
crl-26419	37	36	275	275	NUM
crl-26419	37	37	)	)	PUNCT
crl-26419	37	38	.	.	PUNCT
crl-26419	38	1	li	li	PROPN
crl-26419	38	2	questions	question	NOUN
crl-26419	38	3	,	,	PUNCT
crl-26419	38	4	for	for	ADP
crl-26419	38	5	example	example	NOUN
crl-26419	38	6	,	,	PUNCT
crl-26419	38	7	a	a	DET
crl-26419	38	8	surveillance	surveillance	NOUN
crl-26419	38	9	system	system	NOUN
crl-26419	38	10	that	that	PRON
crl-26419	38	11	tracks	track	VERB
crl-26419	38	12	when	when	SCONJ
crl-26419	38	13	people	people	NOUN
crl-26419	38	14	washed	wash	VERB
crl-26419	38	15	their	their	PRON
crl-26419	38	16	hands	hand	NOUN
crl-26419	38	17	,	,	PUNCT
crl-26419	38	18	or	or	CCONJ
crl-26419	38	19	how	how	SCONJ
crl-26419	38	20	ai	ai	AUX
crl-26419	38	21	has	have	AUX
crl-26419	38	22	been	be	AUX
crl-26419	38	23	shown	show	VERB
crl-26419	38	24	to	to	PART
crl-26419	38	25	discriminate	discriminate	VERB
crl-26419	38	26	against	against	ADP
crl-26419	38	27	loan	loan	NOUN
crl-26419	38	28	applications	application	NOUN
crl-26419	38	29	,	,	PUNCT
crl-26419	38	30	parole	parole	NOUN
crl-26419	38	31	requests	request	NOUN
crl-26419	38	32	,	,	PUNCT
crl-26419	38	33	or	or	CCONJ
crl-26419	38	34	job	job	NOUN
crl-26419	38	35	applications	application	NOUN
crl-26419	38	36	due	due	ADP
crl-26419	38	37	to	to	ADP
crl-26419	38	38	biases	bias	NOUN
crl-26419	38	39	inherent	inherent	ADJ
crl-26419	38	40	in	in	ADP
crl-26419	38	41	the	the	DET
crl-26419	38	42	programming	programming	NOUN
crl-26419	38	43	.	.	PUNCT
crl-26419	39	1	li	li	PROPN
crl-26419	39	2	writes	write	VERB
crl-26419	39	3	:	:	PUNCT
crl-26419	39	4	“	"	PUNCT
crl-26419	39	5	everything	everything	PRON
crl-26419	39	6	this	this	DET
crl-26419	39	7	new	new	ADJ
crl-26419	39	8	generation	generation	NOUN
crl-26419	39	9	of	of	ADP
crl-26419	39	10	ai	ai	NOUN
crl-26419	39	11	was	be	AUX
crl-26419	39	12	able	able	ADJ
crl-26419	39	13	to	to	PART
crl-26419	39	14	do	do	VERB
crl-26419	39	15	—	—	PUNCT
crl-26419	39	16	whether	whether	SCONJ
crl-26419	39	17	good	good	ADJ
crl-26419	39	18	or	or	CCONJ
crl-26419	39	19	bad	bad	ADJ
crl-26419	39	20	,	,	PUNCT
crl-26419	39	21	expected	expect	VERB
crl-26419	39	22	or	or	CCONJ
crl-26419	39	23	otherwise	otherwise	ADV
crl-26419	39	24	—	—	PUNCT
crl-26419	39	25	was	be	AUX
crl-26419	39	26	complicated	complicate	VERB
crl-26419	39	27	by	by	ADP
crl-26419	39	28	the	the	DET
crl-26419	39	29	lack	lack	NOUN
crl-26419	39	30	of	of	ADP
crl-26419	39	31	transparency	transparency	NOUN
crl-26419	39	32	intrinsic	intrinsic	ADJ
crl-26419	39	33	to	to	ADP
crl-26419	39	34	its	its	PRON
crl-26419	39	35	design	design	NOUN
crl-26419	39	36	”	"	PUNCT
crl-26419	39	37	(	(	PUNCT
crl-26419	39	38	p.	p.	NOUN
crl-26419	39	39	284	284	NUM
crl-26419	39	40	)	)	PUNCT
crl-26419	39	41	.	.	PUNCT
crl-26419	40	1	of	of	ADP
crl-26419	40	2	particular	particular	ADJ
crl-26419	40	3	interest	interest	NOUN
crl-26419	40	4	to	to	ADP
crl-26419	40	5	library	library	NOUN
crl-26419	40	6	and	and	CCONJ
crl-26419	40	7	information	information	NOUN
crl-26419	40	8	professionals	professional	NOUN
crl-26419	40	9	,	,	PUNCT
crl-26419	40	10	is	be	AUX
crl-26419	40	11	li	li	PROPN
crl-26419	40	12	’s	’s	PART
crl-26419	40	13	mention	mention	NOUN
crl-26419	40	14	of	of	ADP
crl-26419	40	15	arxiv	arxiv	PROPN
crl-26419	40	16	,	,	PUNCT
crl-26419	40	17	the	the	DET
crl-26419	40	18	online	online	ADJ
crl-26419	40	19	repository	repository	NOUN
crl-26419	40	20	of	of	ADP
crl-26419	40	21	academic	academic	ADJ
crl-26419	40	22	pre	pre	ADJ
crl-26419	40	23	-	-	ADJ
crl-26419	40	24	print	print	ADJ
crl-26419	40	25	articles	article	NOUN
crl-26419	40	26	for	for	ADP
crl-26419	40	27	physics	physics	NOUN
crl-26419	40	28	and	and	CCONJ
crl-26419	40	29	engineering	engineering	NOUN
crl-26419	40	30	,	,	PUNCT
crl-26419	40	31	as	as	ADV
crl-26419	40	32	well	well	ADV
crl-26419	40	33	as	as	ADP
crl-26419	40	34	the	the	DET
crl-26419	40	35	importance	importance	NOUN
crl-26419	40	36	of	of	ADP
crl-26419	40	37	open	open	ADJ
crl-26419	40	38	access	access	NOUN
crl-26419	40	39	in	in	ADP
crl-26419	40	40	providing	provide	VERB
crl-26419	40	41	timely	timely	ADJ
crl-26419	40	42	materials	material	NOUN
crl-26419	40	43	over	over	ADP
crl-26419	40	44	those	those	PRON
crl-26419	40	45	that	that	PRON
crl-26419	40	46	may	may	AUX
crl-26419	40	47	become	become	VERB
crl-26419	40	48	outdated	outdated	ADJ
crl-26419	40	49	after	after	ADP
crl-26419	40	50	a	a	DET
crl-26419	40	51	lengthy	lengthy	ADJ
crl-26419	40	52	peer	peer	NOUN
crl-26419	40	53	-	-	PUNCT
crl-26419	40	54	reviewed	review	VERB
crl-26419	40	55	process	process	NOUN
crl-26419	40	56	.	.	PUNCT
crl-26419	41	1	these	these	DET
crl-26419	41	2	topics	topic	NOUN
crl-26419	41	3	—	—	PUNCT
crl-26419	41	4	open	open	ADJ
crl-26419	41	5	access	access	NOUN
crl-26419	41	6	and	and	CCONJ
crl-26419	41	7	collaboration	collaboration	NOUN
crl-26419	41	8	—	—	PUNCT
crl-26419	41	9	are	be	AUX
crl-26419	41	10	present	present	ADJ
crl-26419	41	11	throughout	throughout	ADP
crl-26419	41	12	the	the	DET
crl-26419	41	13	book	book	NOUN
crl-26419	41	14	and	and	CCONJ
crl-26419	41	15	provide	provide	VERB
crl-26419	41	16	a	a	DET
crl-26419	41	17	subtle	subtle	ADJ
crl-26419	41	18	foundation	foundation	NOUN
crl-26419	41	19	for	for	ADP
crl-26419	41	20	her	her	PRON
crl-26419	41	21	discussion	discussion	NOUN
crl-26419	41	22	.	.	PUNCT
crl-26419	42	1	readers	reader	NOUN
crl-26419	42	2	interested	interested	ADJ
crl-26419	42	3	in	in	ADP
crl-26419	42	4	how	how	SCONJ
crl-26419	42	5	ai	ai	AUX
crl-26419	42	6	is	be	AUX
crl-26419	42	7	shaping	shape	VERB
crl-26419	42	8	society	society	NOUN
crl-26419	42	9	in	in	ADP
crl-26419	42	10	an	an	DET
crl-26419	42	11	accelerated	accelerated	ADJ
crl-26419	42	12	manner	manner	NOUN
crl-26419	42	13	may	may	AUX
crl-26419	42	14	find	find	VERB
crl-26419	42	15	li	li	PROPN
crl-26419	42	16	’s	’s	PART
crl-26419	42	17	book	book	NOUN
crl-26419	42	18	a	a	DET
crl-26419	42	19	fascinating	fascinating	ADJ
crl-26419	42	20	insight	insight	NOUN
crl-26419	42	21	into	into	ADP
crl-26419	42	22	one	one	NUM
crl-26419	42	23	computer	computer	NOUN
crl-26419	42	24	science	science	NOUN
crl-26419	42	25	professor	professor	NOUN
crl-26419	42	26	’s	’s	PART
crl-26419	42	27	vision	vision	NOUN
crl-26419	42	28	of	of	ADP
crl-26419	42	29	the	the	DET
crl-26419	42	30	ai	ai	NOUN
crl-26419	42	31	world	world	NOUN
crl-26419	42	32	.	.	PUNCT
crl-26419	43	1	with	with	ADP
crl-26419	43	2	the	the	DET
crl-26419	43	3	potential	potential	NOUN
crl-26419	43	4	to	to	ADP
crl-26419	43	5	impact	impact	NOUN
crl-26419	43	6	librarianship	librarianship	NOUN
crl-26419	43	7	,	,	PUNCT
crl-26419	43	8	ai	ai	VERB
crl-26419	43	9	’s	’s	PART
crl-26419	43	10	role	role	NOUN
crl-26419	43	11	in	in	ADP
crl-26419	43	12	academics	academic	NOUN
crl-26419	43	13	remains	remain	VERB
crl-26419	43	14	to	to	PART
crl-26419	43	15	be	be	AUX
crl-26419	43	16	seen	see	VERB
crl-26419	43	17	.	.	PUNCT
crl-26419	44	1	li	li	PROPN
crl-26419	44	2	acknowledges	acknowledge	VERB
crl-26419	44	3	that	that	SCONJ
crl-26419	44	4	the	the	DET
crl-26419	44	5	future	future	NOUN
crl-26419	44	6	of	of	ADP
crl-26419	44	7	ai	ai	NOUN
crl-26419	44	8	is	be	AUX
crl-26419	44	9	uncertain	uncertain	ADJ
crl-26419	44	10	;	;	PUNCT
crl-26419	44	11	however	however	ADV
crl-26419	44	12	,	,	PUNCT
crl-26419	44	13	she	she	PRON
crl-26419	44	14	points	point	VERB
crl-26419	44	15	out	out	ADP
crl-26419	44	16	that	that	SCONJ
crl-26419	44	17	the	the	DET
crl-26419	44	18	field	field	NOUN
crl-26419	44	19	continues	continue	VERB
crl-26419	44	20	to	to	PART
crl-26419	44	21	become	become	VERB
crl-26419	44	22	“	"	PUNCT
crl-26419	44	23	more	more	ADV
crl-26419	44	24	diverse	diverse	ADJ
crl-26419	44	25	,	,	PUNCT
crl-26419	44	26	more	more	ADV
crl-26419	44	27	inclusive	inclusive	ADJ
crl-26419	44	28	,	,	PUNCT
crl-26419	44	29	and	and	CCONJ
crl-26419	44	30	more	more	ADV
crl-26419	44	31	open	open	ADJ
crl-26419	44	32	to	to	ADP
crl-26419	44	33	expertise	expertise	NOUN
crl-26419	44	34	from	from	ADP
crl-26419	44	35	other	other	ADJ
crl-26419	44	36	disciplines	discipline	NOUN
crl-26419	44	37	,	,	PUNCT
crl-26419	44	38	”	"	PUNCT
crl-26419	44	39	which	which	PRON
crl-26419	44	40	may	may	AUX
crl-26419	44	41	help	help	VERB
crl-26419	44	42	us	we	PRON
crl-26419	44	43	ensure	ensure	VERB
crl-26419	44	44	that	that	SCONJ
crl-26419	44	45	the	the	DET
crl-26419	44	46	system	system	NOUN
crl-26419	44	47	continues	continue	VERB
crl-26419	44	48	to	to	PART
crl-26419	44	49	reflect	reflect	VERB
crl-26419	44	50	these	these	DET
crl-26419	44	51	changes	change	NOUN
crl-26419	44	52	for	for	ADP
crl-26419	44	53	a	a	DET
crl-26419	44	54	better	well	ADJ
crl-26419	44	55	society	society	NOUN
crl-26419	44	56	.	.	PUNCT
crl-26419	45	1	—	—	PUNCT
crl-26419	45	2	raymond	raymond	PROPN
crl-26419	45	3	pun	pun	PROPN
crl-26419	45	4	,	,	PUNCT
crl-26419	45	5	alder	alder	NOUN
crl-26419	45	6	graduate	graduate	NOUN
crl-26419	45	7	school	school	NOUN
crl-26419	45	8	of	of	ADP
crl-26419	45	9	education	education	NOUN
crl-26419	45	10	the	the	DET
crl-26419	45	11	critical	critical	ADJ
crl-26419	45	12	librarianship	librarianship	NOUN
crl-26419	45	13	and	and	CCONJ
crl-26419	45	14	pedagogy	pedagogy	NOUN
crl-26419	45	15	symposium	symposium	NOUN
crl-26419	45	16	:	:	PUNCT
crl-26419	45	17	reflections	reflection	NOUN
crl-26419	45	18	,	,	PUNCT
crl-26419	45	19	revisions	revision	NOUN
crl-26419	45	20	,	,	PUNCT
crl-26419	45	21	and	and	CCONJ
crl-26419	45	22	new	new	ADJ
crl-26419	45	23	works	work	NOUN
crl-26419	45	24	,	,	PUNCT
crl-26419	45	25	yvonne	yvonne	PROPN
crl-26419	45	26	mery	mery	PROPN
crl-26419	45	27	and	and	CCONJ
crl-26419	45	28	anthony	anthony	PROPN
crl-26419	45	29	sanchez	sanchez	PROPN
crl-26419	45	30	(	(	PUNCT
crl-26419	45	31	eds	eds	PROPN
crl-26419	45	32	.	.	PUNCT
crl-26419	45	33	)	)	PUNCT
crl-26419	45	34	,	,	PUNCT
crl-26419	45	35	acrl	acrl	NOUN
crl-26419	45	36	,	,	PUNCT
crl-26419	45	37	2023	2023	NUM
crl-26419	45	38	.	.	PUNCT
crl-26419	46	1	220p	220p	NOUN
crl-26419	46	2	.	.	PUNCT
crl-26419	47	1	softcover	softcover	PROPN
crl-26419	47	2	,	,	PUNCT
crl-26419	47	3	$	$	SYM
crl-26419	47	4	65.00	65.00	NUM
crl-26419	47	5	.	.	PUNCT
crl-26419	48	1	9780838939529	9780838939529	NUM
crl-26419	48	2	since	since	SCONJ
crl-26419	48	3	2016	2016	NUM
crl-26419	49	1	,	,	PUNCT
crl-26419	49	2	the	the	DET
crl-26419	49	3	university	university	PROPN
crl-26419	49	4	of	of	ADP
crl-26419	49	5	arizona	arizona	PROPN
crl-26419	49	6	libraries	library	NOUN
crl-26419	49	7	has	have	AUX
crl-26419	49	8	hosted	host	VERB
crl-26419	49	9	the	the	DET
crl-26419	49	10	critical	critical	ADJ
crl-26419	49	11	librarianship	librarianship	NOUN
crl-26419	49	12	and	and	CCONJ
crl-26419	49	13	pedagogy	pedagogy	NOUN
crl-26419	49	14	symposium	symposium	NOUN
crl-26419	49	15	(	(	PUNCT
crl-26419	49	16	claps	clap	NOUN
crl-26419	49	17	)	)	PUNCT
crl-26419	49	18	,	,	PUNCT
crl-26419	49	19	a	a	DET
crl-26419	49	20	free	free	ADJ
crl-26419	49	21	,	,	PUNCT
crl-26419	49	22	biennial	biennial	ADJ
crl-26419	49	23	event	event	NOUN
crl-26419	49	24	focused	focus	VERB
crl-26419	49	25	on	on	ADP
crl-26419	49	26	critical	critical	ADJ
crl-26419	49	27	pedagogy	pedagogy	NOUN
crl-26419	49	28	in	in	ADP
crl-26419	49	29	librarianship	librarianship	NOUN
crl-26419	49	30	.	.	PUNCT
crl-26419	50	1	edited	edit	VERB
crl-26419	50	2	by	by	ADP
crl-26419	50	3	university	university	PROPN
crl-26419	50	4	of	of	ADP
crl-26419	50	5	arizona	arizona	PROPN
crl-26419	50	6	librarians	librarians	PROPN
crl-26419	50	7	yvonne	yvonne	PROPN
crl-26419	50	8	mery	mery	PROPN
crl-26419	50	9	and	and	CCONJ
crl-26419	50	10	anthony	anthony	PROPN
crl-26419	50	11	sanchez	sanchez	PROPN
crl-26419	50	12	,	,	PUNCT
crl-26419	50	13	this	this	DET
crl-26419	50	14	volume	volume	NOUN
crl-26419	50	15	—	—	PUNCT
crl-26419	50	16	the	the	DET
crl-26419	50	17	critical	critical	ADJ
crl-26419	50	18	librarianship	librarianship	NOUN
crl-26419	50	19	and	and	CCONJ
crl-26419	50	20	pedagogy	pedagogy	NOUN
crl-26419	50	21	symposium	symposium	NOUN
crl-26419	50	22	:	:	PUNCT
crl-26419	50	23	reflections	reflection	NOUN
crl-26419	50	24	,	,	PUNCT
crl-26419	50	25	revisions	revision	NOUN
crl-26419	50	26	,	,	PUNCT
crl-26419	50	27	and	and	CCONJ