id	sid	tid	token	lemma	pos
cana-5609	1	1	communications	communication	NOUN
cana-5609	1	2	on	on	ADP
cana-5609	1	3	applied	apply	VERB
cana-5609	1	4	nonlinear	nonlinear	ADJ
cana-5609	1	5	analysis	analysis	NOUN
cana-5609	1	6	issn	issn	NOUN
cana-5609	1	7	:	:	PUNCT
cana-5609	1	8	1074	1074	NUM
cana-5609	1	9	-	-	PUNCT
cana-5609	1	10	133x	133x	NUM
cana-5609	1	11	vol	vol	NOUN
cana-5609	1	12	32	32	NUM
cana-5609	1	13	no	no	NOUN
cana-5609	1	14	.	.	PUNCT
cana-5609	2	1	icmasd	icmasd	NOUN
cana-5609	2	2	(	(	PUNCT
cana-5609	2	3	2025	2025	NUM
cana-5609	2	4	)	)	PUNCT
cana-5609	2	5	2123	2123	NUM
cana-5609	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	2	7	artificial	artificial	ADJ
cana-5609	2	8	intelligence	intelligence	NOUN
cana-5609	2	9	and	and	CCONJ
cana-5609	2	10	machine	machine	NOUN
cana-5609	2	11	learning	learn	VERB
cana-5609	2	12	for	for	ADP
cana-5609	2	13	sustainable	sustainable	ADJ
cana-5609	2	14	development	development	NOUN
cana-5609	2	15	:	:	PUNCT
cana-5609	2	16	legal	legal	ADJ
cana-5609	2	17	perspectives	perspective	NOUN
cana-5609	2	18	on	on	ADP
cana-5609	2	19	innovation	innovation	NOUN
cana-5609	2	20	and	and	CCONJ
cana-5609	2	21	regulation	regulation	NOUN
cana-5609	2	22	suveer	suveer	NOUN
cana-5609	2	23	dubey	dubey	PROPN
cana-5609	2	24	,	,	PUNCT
cana-5609	2	25	monika	monika	PROPN
cana-5609	2	26	thakur	thakur	PROPN
cana-5609	2	27	shoolini	shoolini	PROPN
cana-5609	2	28	university	university	PROPN
cana-5609	2	29	,	,	PUNCT
cana-5609	2	30	india	india	PROPN
cana-5609	2	31	suveerdubey18@gmail.com	suveerdubey18@gmail.com	PROPN
cana-5609	2	32	article	article	NOUN
cana-5609	2	33	history	history	NOUN
cana-5609	2	34	:	:	PUNCT
cana-5609	2	35	received	receive	VERB
cana-5609	2	36	:	:	PUNCT
cana-5609	2	37	12	12	NUM
cana-5609	2	38	-	-	SYM
cana-5609	2	39	12	12	NUM
cana-5609	2	40	-	-	PUNCT
cana-5609	2	41	2024	2024	NUM
cana-5609	2	42	revised	revise	VERB
cana-5609	2	43	:	:	PUNCT
cana-5609	2	44	25	25	NUM
cana-5609	2	45	-	-	PUNCT
cana-5609	2	46	01	01	NUM
cana-5609	2	47	-	-	PUNCT
cana-5609	2	48	2025	2025	NUM
cana-5609	2	49	accepted	accept	VERB
cana-5609	2	50	:	:	PUNCT
cana-5609	2	51	05	05	NUM
cana-5609	2	52	-	-	PUNCT
cana-5609	2	53	02	02	NUM
cana-5609	2	54	-	-	PUNCT
cana-5609	2	55	2025	2025	NUM
cana-5609	2	56	abstract	abstract	NOUN
cana-5609	2	57	:	:	PUNCT
cana-5609	3	1	artificial	artificial	ADJ
cana-5609	3	2	intelligence	intelligence	NOUN
cana-5609	3	3	(	(	PUNCT
cana-5609	3	4	ai	ai	NOUN
cana-5609	3	5	)	)	PUNCT
cana-5609	3	6	and	and	CCONJ
cana-5609	3	7	machine	machine	NOUN
cana-5609	3	8	learning	learning	NOUN
cana-5609	3	9	(	(	PUNCT
cana-5609	3	10	ml	ml	NOUN
cana-5609	3	11	)	)	PUNCT
cana-5609	3	12	have	have	VERB
cana-5609	3	13	immense	immense	ADJ
cana-5609	3	14	potential	potential	NOUN
cana-5609	3	15	to	to	PART
cana-5609	3	16	drive	drive	VERB
cana-5609	3	17	sustainable	sustainable	ADJ
cana-5609	3	18	development	development	NOUN
cana-5609	3	19	by	by	ADP
cana-5609	3	20	addressing	address	VERB
cana-5609	3	21	global	global	ADJ
cana-5609	3	22	challenges	challenge	NOUN
cana-5609	3	23	such	such	ADJ
cana-5609	3	24	as	as	ADP
cana-5609	3	25	climate	climate	NOUN
cana-5609	3	26	change	change	NOUN
cana-5609	3	27	,	,	PUNCT
cana-5609	3	28	resource	resource	NOUN
cana-5609	3	29	optimization	optimization	NOUN
cana-5609	3	30	,	,	PUNCT
cana-5609	3	31	and	and	CCONJ
cana-5609	3	32	economic	economic	ADJ
cana-5609	3	33	inclusion	inclusion	NOUN
cana-5609	3	34	.	.	PUNCT
cana-5609	4	1	however	however	ADV
cana-5609	4	2	,	,	PUNCT
cana-5609	4	3	their	their	PRON
cana-5609	4	4	deployment	deployment	NOUN
cana-5609	4	5	raises	raise	VERB
cana-5609	4	6	significant	significant	ADJ
cana-5609	4	7	legal	legal	ADJ
cana-5609	4	8	and	and	CCONJ
cana-5609	4	9	ethical	ethical	ADJ
cana-5609	4	10	challenges	challenge	NOUN
cana-5609	4	11	,	,	PUNCT
cana-5609	4	12	including	include	VERB
cana-5609	4	13	issues	issue	NOUN
cana-5609	4	14	of	of	ADP
cana-5609	4	15	governance	governance	NOUN
cana-5609	4	16	,	,	PUNCT
cana-5609	4	17	intellectual	intellectual	ADJ
cana-5609	4	18	property	property	NOUN
cana-5609	4	19	rights	right	NOUN
cana-5609	4	20	,	,	PUNCT
cana-5609	4	21	data	data	NOUN
cana-5609	4	22	privacy	privacy	NOUN
cana-5609	4	23	,	,	PUNCT
cana-5609	4	24	and	and	CCONJ
cana-5609	4	25	algorithmic	algorithmic	ADJ
cana-5609	4	26	bias	bias	NOUN
cana-5609	4	27	.	.	PUNCT
cana-5609	5	1	this	this	DET
cana-5609	5	2	study	study	NOUN
cana-5609	5	3	examines	examine	VERB
cana-5609	5	4	the	the	DET
cana-5609	5	5	intersection	intersection	NOUN
cana-5609	5	6	of	of	ADP
cana-5609	5	7	ai	ai	NOUN
cana-5609	5	8	,	,	PUNCT
cana-5609	5	9	ml	ml	ADV
cana-5609	5	10	,	,	PUNCT
cana-5609	5	11	and	and	CCONJ
cana-5609	5	12	sustainable	sustainable	ADJ
cana-5609	5	13	development	development	NOUN
cana-5609	5	14	from	from	ADP
cana-5609	5	15	a	a	DET
cana-5609	5	16	legal	legal	ADJ
cana-5609	5	17	perspective	perspective	NOUN
cana-5609	5	18	,	,	PUNCT
cana-5609	5	19	focusing	focus	VERB
cana-5609	5	20	on	on	ADP
cana-5609	5	21	the	the	DET
cana-5609	5	22	regulatory	regulatory	ADJ
cana-5609	5	23	frameworks	framework	NOUN
cana-5609	5	24	needed	need	VERB
cana-5609	5	25	to	to	PART
cana-5609	5	26	balance	balance	VERB
cana-5609	5	27	innovation	innovation	NOUN
cana-5609	5	28	with	with	ADP
cana-5609	5	29	ethical	ethical	ADJ
cana-5609	5	30	and	and	CCONJ
cana-5609	5	31	equitable	equitable	ADJ
cana-5609	5	32	practices	practice	NOUN
cana-5609	5	33	.	.	PUNCT
cana-5609	6	1	using	use	VERB
cana-5609	6	2	doctrinal	doctrinal	ADJ
cana-5609	6	3	legal	legal	ADJ
cana-5609	6	4	analysis	analysis	NOUN
cana-5609	6	5	and	and	CCONJ
cana-5609	6	6	case	case	NOUN
cana-5609	6	7	studies	study	NOUN
cana-5609	6	8	,	,	PUNCT
cana-5609	6	9	it	it	PRON
cana-5609	6	10	identifies	identify	VERB
cana-5609	6	11	gaps	gap	NOUN
cana-5609	6	12	in	in	ADP
cana-5609	6	13	existing	exist	VERB
cana-5609	6	14	laws	law	NOUN
cana-5609	6	15	and	and	CCONJ
cana-5609	6	16	highlights	highlight	NOUN
cana-5609	6	17	the	the	DET
cana-5609	6	18	need	need	NOUN
cana-5609	6	19	for	for	ADP
cana-5609	6	20	adaptive	adaptive	ADJ
cana-5609	6	21	,	,	PUNCT
cana-5609	6	22	harmonized	harmonized	ADJ
cana-5609	6	23	governance	governance	NOUN
cana-5609	6	24	to	to	PART
cana-5609	6	25	address	address	VERB
cana-5609	6	26	these	these	DET
cana-5609	6	27	challenges	challenge	NOUN
cana-5609	6	28	.	.	PUNCT
cana-5609	7	1	findings	finding	NOUN
cana-5609	7	2	indicate	indicate	VERB
cana-5609	7	3	that	that	SCONJ
cana-5609	7	4	while	while	SCONJ
cana-5609	7	5	ai	ai	VERB
cana-5609	7	6	and	and	CCONJ
cana-5609	7	7	ml	ml	ADV
cana-5609	7	8	can	can	AUX
cana-5609	7	9	significantly	significantly	ADV
cana-5609	7	10	advance	advance	VERB
cana-5609	7	11	sustainable	sustainable	ADJ
cana-5609	7	12	development	development	NOUN
cana-5609	7	13	goals	goal	NOUN
cana-5609	7	14	(	(	PUNCT
cana-5609	7	15	sdgs	sdgs	ADJ
cana-5609	7	16	)	)	PUNCT
cana-5609	7	17	,	,	PUNCT
cana-5609	7	18	fragmented	fragmented	ADJ
cana-5609	7	19	regulations	regulation	NOUN
cana-5609	7	20	and	and	CCONJ
cana-5609	7	21	ethical	ethical	ADJ
cana-5609	7	22	concerns	concern	NOUN
cana-5609	7	23	hinder	hinder	VERB
cana-5609	7	24	their	their	PRON
cana-5609	7	25	effective	effective	ADJ
cana-5609	7	26	and	and	CCONJ
cana-5609	7	27	fair	fair	ADJ
cana-5609	7	28	application	application	NOUN
cana-5609	7	29	.	.	PUNCT
cana-5609	8	1	the	the	DET
cana-5609	8	2	study	study	NOUN
cana-5609	8	3	proposes	propose	VERB
cana-5609	8	4	actionable	actionable	ADJ
cana-5609	8	5	legal	legal	ADJ
cana-5609	8	6	recommendations	recommendation	NOUN
cana-5609	8	7	to	to	PART
cana-5609	8	8	support	support	VERB
cana-5609	8	9	responsible	responsible	ADJ
cana-5609	8	10	ai	ai	NOUN
cana-5609	8	11	use	use	NOUN
cana-5609	8	12	,	,	PUNCT
cana-5609	8	13	emphasizing	emphasize	VERB
cana-5609	8	14	international	international	ADJ
cana-5609	8	15	collaboration	collaboration	NOUN
cana-5609	8	16	and	and	CCONJ
cana-5609	8	17	sustainability	sustainability	NOUN
cana-5609	8	18	-	-	PUNCT
cana-5609	8	19	focused	focus	VERB
cana-5609	8	20	policies	policy	NOUN
cana-5609	8	21	.	.	PUNCT
cana-5609	9	1	this	this	DET
cana-5609	9	2	research	research	NOUN
cana-5609	9	3	contributes	contribute	VERB
cana-5609	9	4	to	to	ADP
cana-5609	9	5	the	the	DET
cana-5609	9	6	legal	legal	ADJ
cana-5609	9	7	discourse	discourse	NOUN
cana-5609	9	8	by	by	ADP
cana-5609	9	9	offering	offer	VERB
cana-5609	9	10	a	a	DET
cana-5609	9	11	clear	clear	ADJ
cana-5609	9	12	roadmap	roadmap	NOUN
cana-5609	9	13	for	for	ADP
cana-5609	9	14	aligning	align	VERB
cana-5609	9	15	ai	ai	VERB
cana-5609	9	16	innovation	innovation	NOUN
cana-5609	9	17	with	with	ADP
cana-5609	9	18	sustainable	sustainable	ADJ
cana-5609	9	19	development	development	NOUN
cana-5609	9	20	,	,	PUNCT
cana-5609	9	21	ensuring	ensure	VERB
cana-5609	9	22	technology	technology	NOUN
cana-5609	9	23	serves	serve	VERB
cana-5609	9	24	as	as	ADP
cana-5609	9	25	a	a	DET
cana-5609	9	26	tool	tool	NOUN
cana-5609	9	27	for	for	ADP
cana-5609	9	28	equity	equity	NOUN
cana-5609	9	29	and	and	CCONJ
cana-5609	9	30	global	global	ADJ
cana-5609	9	31	progress	progress	NOUN
cana-5609	9	32	.	.	PUNCT
cana-5609	10	1	keywords	keyword	NOUN
cana-5609	10	2	:	:	PUNCT
cana-5609	10	3	artificial	artificial	ADJ
cana-5609	10	4	intelligence	intelligence	NOUN
cana-5609	10	5	,	,	PUNCT
cana-5609	10	6	machine	machine	NOUN
cana-5609	10	7	learning	learning	NOUN
cana-5609	10	8	,	,	PUNCT
cana-5609	10	9	sustainable	sustainable	ADJ
cana-5609	10	10	development	development	NOUN
cana-5609	10	11	,	,	PUNCT
cana-5609	10	12	legal	legal	ADJ
cana-5609	10	13	frameworks	framework	NOUN
cana-5609	10	14	,	,	PUNCT
cana-5609	10	15	regulation	regulation	NOUN
cana-5609	10	16	,	,	PUNCT
cana-5609	10	17	ethics	ethic	NOUN
cana-5609	10	18	,	,	PUNCT
cana-5609	10	19	intellectual	intellectual	ADJ
cana-5609	10	20	property	property	NOUN
cana-5609	10	21	,	,	PUNCT
cana-5609	10	22	governance	governance	NOUN
cana-5609	10	23	,	,	PUNCT
cana-5609	10	24	sdgs	sdgs	ADJ
cana-5609	10	25	.	.	PUNCT
cana-5609	11	1	communications	communication	NOUN
cana-5609	11	2	on	on	ADP
cana-5609	11	3	applied	apply	VERB
cana-5609	11	4	nonlinear	nonlinear	ADJ
cana-5609	11	5	analysis	analysis	NOUN
cana-5609	11	6	issn	issn	NOUN
cana-5609	11	7	:	:	PUNCT
cana-5609	11	8	1074	1074	NUM
cana-5609	11	9	-	-	PUNCT
cana-5609	11	10	133x	133x	NUM
cana-5609	11	11	vol	vol	NOUN
cana-5609	11	12	32	32	NUM
cana-5609	11	13	no	no	NOUN
cana-5609	11	14	.	.	PUNCT
cana-5609	12	1	icmasd	icmasd	NOUN
cana-5609	12	2	(	(	PUNCT
cana-5609	12	3	2025	2025	NUM
cana-5609	12	4	)	)	PUNCT
cana-5609	12	5	2124	2124	NUM
cana-5609	12	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	12	7	introduction	introduction	NOUN
cana-5609	12	8	in	in	ADP
cana-5609	12	9	recent	recent	ADJ
cana-5609	12	10	years	year	NOUN
cana-5609	12	11	,	,	PUNCT
cana-5609	12	12	artificial	artificial	ADJ
cana-5609	12	13	intelligence	intelligence	NOUN
cana-5609	12	14	(	(	PUNCT
cana-5609	12	15	ai	ai	NOUN
cana-5609	12	16	)	)	PUNCT
cana-5609	12	17	and	and	CCONJ
cana-5609	12	18	machine	machine	NOUN
cana-5609	12	19	learning	learning	NOUN
cana-5609	12	20	(	(	PUNCT
cana-5609	12	21	ml	ml	NOUN
cana-5609	12	22	)	)	PUNCT
cana-5609	12	23	have	have	AUX
cana-5609	12	24	emerged	emerge	VERB
cana-5609	12	25	as	as	ADP
cana-5609	12	26	key	key	ADJ
cana-5609	12	27	drivers	driver	NOUN
cana-5609	12	28	of	of	ADP
cana-5609	12	29	innovation	innovation	NOUN
cana-5609	12	30	,	,	PUNCT
cana-5609	12	31	significantly	significantly	ADV
cana-5609	12	32	influenced	influence	VERB
cana-5609	12	33	a	a	DET
cana-5609	12	34	wide	wide	ADJ
cana-5609	12	35	range	range	NOUN
cana-5609	12	36	of	of	ADP
cana-5609	12	37	industries	industry	NOUN
cana-5609	12	38	and	and	CCONJ
cana-5609	12	39	reshaped	reshape	VERB
cana-5609	12	40	the	the	DET
cana-5609	12	41	way	way	NOUN
cana-5609	12	42	societies	society	NOUN
cana-5609	12	43	function	function	VERB
cana-5609	12	44	.	.	PUNCT
cana-5609	13	1	from	from	ADP
cana-5609	13	2	autonomous	autonomous	ADJ
cana-5609	13	3	vehicles	vehicle	NOUN
cana-5609	13	4	and	and	CCONJ
cana-5609	13	5	smart	smart	ADJ
cana-5609	13	6	grids	grid	NOUN
cana-5609	13	7	to	to	PART
cana-5609	13	8	predictive	predictive	VERB
cana-5609	13	9	healthcare	healthcare	NOUN
cana-5609	13	10	models	model	NOUN
cana-5609	13	11	and	and	CCONJ
cana-5609	13	12	climate	climate	NOUN
cana-5609	13	13	change	change	NOUN
cana-5609	13	14	mitigation	mitigation	NOUN
cana-5609	13	15	strategies	strategy	NOUN
cana-5609	13	16	,	,	PUNCT
cana-5609	13	17	these	these	DET
cana-5609	13	18	technologies	technology	NOUN
cana-5609	13	19	have	have	VERB
cana-5609	13	20	the	the	DET
cana-5609	13	21	potential	potential	NOUN
cana-5609	13	22	to	to	PART
cana-5609	13	23	revolutionize	revolutionize	VERB
cana-5609	13	24	how	how	SCONJ
cana-5609	13	25	we	we	PRON
cana-5609	13	26	address	address	VERB
cana-5609	13	27	some	some	PRON
cana-5609	13	28	of	of	ADP
cana-5609	13	29	the	the	DET
cana-5609	13	30	world	world	NOUN
cana-5609	13	31	’s	’s	PART
cana-5609	13	32	most	most	ADV
cana-5609	13	33	pressing	press	VERB
cana-5609	13	34	challenges.1	challenges.1	NOUN
cana-5609	13	35	among	among	ADP
cana-5609	13	36	these	these	DET
cana-5609	13	37	challenges	challenge	NOUN
cana-5609	13	38	,	,	PUNCT
cana-5609	13	39	sustainable	sustainable	ADJ
cana-5609	13	40	development	development	NOUN
cana-5609	13	41	stands	stand	VERB
cana-5609	13	42	out	out	ADP
cana-5609	13	43	as	as	ADP
cana-5609	13	44	one	one	NUM
cana-5609	13	45	of	of	ADP
cana-5609	13	46	the	the	DET
cana-5609	13	47	most	most	ADV
cana-5609	13	48	critical	critical	ADJ
cana-5609	13	49	,	,	PUNCT
cana-5609	13	50	as	as	SCONJ
cana-5609	13	51	it	it	PRON
cana-5609	13	52	requires	require	VERB
cana-5609	13	53	balancing	balance	VERB
cana-5609	13	54	economic	economic	ADJ
cana-5609	13	55	growth	growth	NOUN
cana-5609	13	56	,	,	PUNCT
cana-5609	13	57	social	social	ADJ
cana-5609	13	58	inclusion	inclusion	NOUN
cana-5609	13	59	,	,	PUNCT
cana-5609	13	60	and	and	CCONJ
cana-5609	13	61	environmental	environmental	ADJ
cana-5609	13	62	preservation	preservation	NOUN
cana-5609	13	63	in	in	ADP
cana-5609	13	64	a	a	DET
cana-5609	13	65	rapidly	rapidly	ADV
cana-5609	13	66	changing	change	VERB
cana-5609	13	67	global	global	ADJ
cana-5609	13	68	landscape	landscape	NOUN
cana-5609	13	69	.	.	PUNCT
cana-5609	14	1	ai	ai	VERB
cana-5609	14	2	and	and	CCONJ
cana-5609	14	3	ml	ml	CCONJ
cana-5609	14	4	,	,	PUNCT
cana-5609	14	5	with	with	ADP
cana-5609	14	6	their	their	PRON
cana-5609	14	7	ability	ability	NOUN
cana-5609	14	8	to	to	PART
cana-5609	14	9	analyze	analyze	VERB
cana-5609	14	10	vast	vast	ADJ
cana-5609	14	11	amounts	amount	NOUN
cana-5609	14	12	of	of	ADP
cana-5609	14	13	data	datum	NOUN
cana-5609	14	14	,	,	PUNCT
cana-5609	14	15	optimize	optimize	NOUN
cana-5609	14	16	processes	process	NOUN
cana-5609	14	17	,	,	PUNCT
cana-5609	14	18	and	and	CCONJ
cana-5609	14	19	automate	automate	ADJ
cana-5609	14	20	complex	complex	ADJ
cana-5609	14	21	tasks	task	NOUN
cana-5609	14	22	,	,	PUNCT
cana-5609	14	23	offer	offer	VERB
cana-5609	14	24	promising	promise	VERB
cana-5609	14	25	solutions	solution	NOUN
cana-5609	14	26	to	to	PART
cana-5609	14	27	advance	advance	VERB
cana-5609	14	28	sustainable	sustainable	ADJ
cana-5609	14	29	development	development	NOUN
cana-5609	14	30	objectives	objective	NOUN
cana-5609	14	31	,	,	PUNCT
cana-5609	14	32	such	such	ADJ
cana-5609	14	33	as	as	ADP
cana-5609	14	34	reducing	reduce	VERB
cana-5609	14	35	carbon	carbon	NOUN
cana-5609	14	36	emissions	emission	NOUN
cana-5609	14	37	,	,	PUNCT
cana-5609	14	38	improving	improve	VERB
cana-5609	14	39	resource	resource	NOUN
cana-5609	14	40	management	management	NOUN
cana-5609	14	41	,	,	PUNCT
cana-5609	14	42	and	and	CCONJ
cana-5609	14	43	enhancing	enhance	VERB
cana-5609	14	44	access	access	NOUN
cana-5609	14	45	to	to	ADP
cana-5609	14	46	education	education	NOUN
cana-5609	14	47	and	and	CCONJ
cana-5609	14	48	healthcare	healthcare	PROPN
cana-5609	14	49	.	.	PUNCT
cana-5609	15	1	however	however	ADV
cana-5609	15	2	,	,	PUNCT
cana-5609	15	3	as	as	SCONJ
cana-5609	15	4	these	these	DET
cana-5609	15	5	technologies	technology	NOUN
cana-5609	15	6	continue	continue	VERB
cana-5609	15	7	to	to	PART
cana-5609	15	8	evolve	evolve	VERB
cana-5609	15	9	,	,	PUNCT
cana-5609	15	10	they	they	PRON
cana-5609	15	11	also	also	ADV
cana-5609	15	12	bring	bring	VERB
cana-5609	15	13	to	to	ADP
cana-5609	15	14	the	the	DET
cana-5609	15	15	forefront	forefront	NOUN
cana-5609	15	16	complex	complex	ADJ
cana-5609	15	17	legal	legal	ADJ
cana-5609	15	18	and	and	CCONJ
cana-5609	15	19	regulatory	regulatory	ADJ
cana-5609	15	20	concerns	concern	NOUN
cana-5609	15	21	that	that	PRON
cana-5609	15	22	need	need	VERB
cana-5609	15	23	to	to	PART
cana-5609	15	24	be	be	AUX
cana-5609	15	25	addressed	address	VERB
cana-5609	15	26	.	.	PUNCT
cana-5609	16	1	ai	ai	AUX
cana-5609	16	2	and	and	CCONJ
cana-5609	16	3	ml	ml	PROPN
cana-5609	16	4	technologies	technology	NOUN
cana-5609	16	5	are	be	AUX
cana-5609	16	6	inherently	inherently	ADV
cana-5609	16	7	disruptive	disruptive	ADJ
cana-5609	16	8	,	,	PUNCT
cana-5609	16	9	often	often	ADV
cana-5609	16	10	challenging	challenge	VERB
cana-5609	16	11	traditional	traditional	ADJ
cana-5609	16	12	legal	legal	ADJ
cana-5609	16	13	paradigms	paradigms	NOUN
cana-5609	16	14	and	and	CCONJ
cana-5609	16	15	creating	create	VERB
cana-5609	16	16	new	new	ADJ
cana-5609	16	17	uncertainties	uncertainty	NOUN
cana-5609	16	18	surrounding	surround	VERB
cana-5609	16	19	issues	issue	NOUN
cana-5609	16	20	like	like	ADP
cana-5609	16	21	accountability	accountability	NOUN
cana-5609	16	22	,	,	PUNCT
cana-5609	16	23	transparency	transparency	NOUN
cana-5609	16	24	,	,	PUNCT
cana-5609	16	25	privacy	privacy	NOUN
cana-5609	16	26	,	,	PUNCT
cana-5609	16	27	and	and	CCONJ
cana-5609	16	28	ethics.2	ethics.2	PROPN
cana-5609	16	29	for	for	ADP
cana-5609	16	30	instance	instance	NOUN
cana-5609	16	31	,	,	PUNCT
cana-5609	16	32	ai	ai	VERB
cana-5609	16	33	systems	system	NOUN
cana-5609	16	34	can	can	AUX
cana-5609	16	35	perpetuate	perpetuate	VERB
cana-5609	16	36	biases	bias	NOUN
cana-5609	16	37	if	if	SCONJ
cana-5609	16	38	they	they	PRON
cana-5609	16	39	are	be	AUX
cana-5609	16	40	trained	train	VERB
cana-5609	16	41	on	on	ADP
cana-5609	16	42	unrepresentative	unrepresentative	ADJ
cana-5609	16	43	or	or	CCONJ
cana-5609	16	44	discriminatory	discriminatory	ADJ
cana-5609	16	45	data	datum	NOUN
cana-5609	16	46	,	,	PUNCT
cana-5609	16	47	leading	lead	VERB
cana-5609	16	48	to	to	ADP
cana-5609	16	49	unfair	unfair	ADJ
cana-5609	16	50	outcomes	outcome	NOUN
cana-5609	16	51	in	in	ADP
cana-5609	16	52	sectors	sector	NOUN
cana-5609	16	53	like	like	ADP
cana-5609	16	54	employment	employment	NOUN
cana-5609	16	55	or	or	CCONJ
cana-5609	16	56	law	law	NOUN
cana-5609	16	57	enforcement	enforcement	NOUN
cana-5609	16	58	.	.	PUNCT
cana-5609	17	1	similarly	similarly	ADV
cana-5609	17	2	,	,	PUNCT
cana-5609	17	3	the	the	DET
cana-5609	17	4	vast	vast	ADJ
cana-5609	17	5	amounts	amount	NOUN
cana-5609	17	6	of	of	ADP
cana-5609	17	7	data	datum	NOUN
cana-5609	17	8	required	require	VERB
cana-5609	17	9	for	for	ADP
cana-5609	17	10	training	training	NOUN
cana-5609	17	11	ai	ai	NOUN
cana-5609	17	12	models	model	NOUN
cana-5609	17	13	raise	raise	VERB
cana-5609	17	14	significant	significant	ADJ
cana-5609	17	15	privacy	privacy	NOUN
cana-5609	17	16	and	and	CCONJ
cana-5609	17	17	security	security	NOUN
cana-5609	17	18	concerns	concern	NOUN
cana-5609	17	19	,	,	PUNCT
cana-5609	17	20	particularly	particularly	ADV
cana-5609	17	21	with	with	ADP
cana-5609	17	22	regard	regard	NOUN
cana-5609	17	23	to	to	ADP
cana-5609	17	24	the	the	DET
cana-5609	17	25	protection	protection	NOUN
cana-5609	17	26	of	of	ADP
cana-5609	17	27	personal	personal	ADJ
cana-5609	17	28	and	and	CCONJ
cana-5609	17	29	sensitive	sensitive	ADJ
cana-5609	17	30	information	information	NOUN
cana-5609	17	31	.	.	PUNCT
cana-5609	18	1	these	these	DET
cana-5609	18	2	concerns	concern	NOUN
cana-5609	18	3	are	be	AUX
cana-5609	18	4	compounded	compound	VERB
cana-5609	18	5	by	by	ADP
cana-5609	18	6	the	the	DET
cana-5609	18	7	rapid	rapid	ADJ
cana-5609	18	8	pace	pace	NOUN
cana-5609	18	9	of	of	ADP
cana-5609	18	10	technological	technological	ADJ
cana-5609	18	11	development	development	NOUN
cana-5609	18	12	,	,	PUNCT
cana-5609	18	13	which	which	PRON
cana-5609	18	14	often	often	ADV
cana-5609	18	15	outstrips	outstrip	VERB
cana-5609	18	16	the	the	DET
cana-5609	18	17	ability	ability	NOUN
cana-5609	18	18	of	of	ADP
cana-5609	18	19	existing	exist	VERB
cana-5609	18	20	legal	legal	ADJ
cana-5609	18	21	frameworks	framework	NOUN
cana-5609	18	22	to	to	PART
cana-5609	18	23	effectively	effectively	ADV
cana-5609	18	24	regulate	regulate	VERB
cana-5609	18	25	and	and	CCONJ
cana-5609	18	26	govern	govern	VERB
cana-5609	18	27	ai	ai	INTJ
cana-5609	18	28	and	and	CCONJ
cana-5609	18	29	ml	ml	NOUN
cana-5609	18	30	applications	application	NOUN
cana-5609	18	31	.	.	PUNCT
cana-5609	19	1	against	against	ADP
cana-5609	19	2	this	this	DET
cana-5609	19	3	backdrop	backdrop	NOUN
cana-5609	19	4	,	,	PUNCT
cana-5609	19	5	there	there	PRON
cana-5609	19	6	is	be	VERB
cana-5609	19	7	an	an	DET
cana-5609	19	8	urgent	urgent	ADJ
cana-5609	19	9	need	need	NOUN
cana-5609	19	10	for	for	SCONJ
cana-5609	19	11	legal	legal	ADJ
cana-5609	19	12	systems	system	NOUN
cana-5609	19	13	to	to	PART
cana-5609	19	14	adapt	adapt	VERB
cana-5609	19	15	and	and	CCONJ
cana-5609	19	16	evolve	evolve	VERB
cana-5609	19	17	in	in	ADP
cana-5609	19	18	order	order	NOUN
cana-5609	19	19	to	to	PART
cana-5609	19	20	ensure	ensure	VERB
cana-5609	19	21	that	that	SCONJ
cana-5609	19	22	ai	ai	VERB
cana-5609	19	23	and	and	CCONJ
cana-5609	19	24	ml	ml	ADP
cana-5609	19	25	innovations	innovation	NOUN
cana-5609	19	26	align	align	VERB
cana-5609	19	27	with	with	ADP
cana-5609	19	28	the	the	DET
cana-5609	19	29	broader	broad	ADJ
cana-5609	19	30	goals	goal	NOUN
cana-5609	19	31	of	of	ADP
cana-5609	19	32	sustainable	sustainable	ADJ
cana-5609	19	33	development.3	development.3	PROPN
cana-5609	19	34	this	this	PRON
cana-5609	19	35	includes	include	VERB
cana-5609	19	36	crafting	craft	VERB
cana-5609	19	37	regulatory	regulatory	ADJ
cana-5609	19	38	frameworks	framework	NOUN
cana-5609	19	39	that	that	PRON
cana-5609	19	40	encourage	encourage	VERB
cana-5609	19	41	innovation	innovation	NOUN
cana-5609	19	42	while	while	SCONJ
cana-5609	19	43	simultaneously	simultaneously	ADV
cana-5609	19	44	protecting	protect	VERB
cana-5609	19	45	individual	individual	ADJ
cana-5609	19	46	rights	right	NOUN
cana-5609	19	47	,	,	PUNCT
cana-5609	19	48	promoting	promote	VERB
cana-5609	19	49	fairness	fairness	NOUN
cana-5609	19	50	,	,	PUNCT
cana-5609	19	51	and	and	CCONJ
cana-5609	19	52	ensuring	ensure	VERB
cana-5609	19	53	that	that	SCONJ
cana-5609	19	54	technological	technological	ADJ
cana-5609	19	55	advancements	advancement	NOUN
cana-5609	19	56	contribute	contribute	VERB
cana-5609	19	57	to	to	ADP
cana-5609	19	58	social	social	ADJ
cana-5609	19	59	equity	equity	NOUN
cana-5609	19	60	and	and	CCONJ
cana-5609	19	61	environmental	environmental	ADJ
cana-5609	19	62	sustainability.4	sustainability.4	PROPN
cana-5609	19	63	moreover	moreover	ADV
cana-5609	19	64	,	,	PUNCT
cana-5609	19	65	the	the	DET
cana-5609	19	66	legal	legal	ADJ
cana-5609	19	67	dimensions	dimension	NOUN
cana-5609	19	68	of	of	ADP
cana-5609	19	69	ai	ai	PROPN
cana-5609	19	70	and	and	CCONJ
cana-5609	19	71	ml	ml	ADP
cana-5609	19	72	regulation	regulation	NOUN
cana-5609	19	73	must	must	AUX
cana-5609	19	74	take	take	VERB
cana-5609	19	75	into	into	ADP
cana-5609	19	76	account	account	NOUN
cana-5609	19	77	the	the	DET
cana-5609	19	78	global	global	ADJ
cana-5609	19	79	nature	nature	NOUN
cana-5609	19	80	of	of	ADP
cana-5609	19	81	these	these	DET
cana-5609	19	82	technologies	technology	NOUN
cana-5609	19	83	,	,	PUNCT
cana-5609	19	84	requiring	require	VERB
cana-5609	19	85	international	international	ADJ
cana-5609	19	86	cooperation	cooperation	NOUN
cana-5609	19	87	and	and	CCONJ
cana-5609	19	88	the	the	DET
cana-5609	19	89	harmonization	harmonization	NOUN
cana-5609	19	90	of	of	ADP
cana-5609	19	91	standards	standard	NOUN
cana-5609	19	92	to	to	PART
cana-5609	19	93	address	address	VERB
cana-5609	19	94	challenges	challenge	NOUN
cana-5609	19	95	that	that	PRON
cana-5609	19	96	transcend	transcend	VERB
cana-5609	19	97	national	national	ADJ
cana-5609	19	98	borders	border	NOUN
cana-5609	19	99	.	.	PUNCT
cana-5609	20	1	this	this	DET
cana-5609	20	2	paper	paper	NOUN
cana-5609	20	3	seeks	seek	VERB
cana-5609	20	4	to	to	PART
cana-5609	20	5	explore	explore	VERB
cana-5609	20	6	the	the	DET
cana-5609	20	7	intersection	intersection	NOUN
cana-5609	20	8	of	of	ADP
cana-5609	20	9	ai	ai	NOUN
cana-5609	20	10	,	,	PUNCT
cana-5609	20	11	ml	ml	ADV
cana-5609	20	12	,	,	PUNCT
cana-5609	20	13	and	and	CCONJ
cana-5609	20	14	sustainable	sustainable	ADJ
cana-5609	20	15	development	development	NOUN
cana-5609	20	16	from	from	ADP
cana-5609	20	17	a	a	DET
cana-5609	20	18	legal	legal	ADJ
cana-5609	20	19	perspective	perspective	NOUN
cana-5609	20	20	,	,	PUNCT
cana-5609	20	21	focusing	focus	VERB
cana-5609	20	22	on	on	ADP
cana-5609	20	23	the	the	DET
cana-5609	20	24	challenges	challenge	NOUN
cana-5609	20	25	and	and	CCONJ
cana-5609	20	26	opportunities	opportunity	NOUN
cana-5609	20	27	that	that	PRON
cana-5609	20	28	arise	arise	VERB
cana-5609	20	29	as	as	SCONJ
cana-5609	20	30	these	these	DET
cana-5609	20	31	technologies	technology	NOUN
cana-5609	20	32	are	be	AUX
cana-5609	20	33	integrated	integrate	VERB
cana-5609	20	34	into	into	ADP
cana-5609	20	35	efforts	effort	NOUN
cana-5609	20	36	aimed	aim	VERB
cana-5609	20	37	at	at	ADP
cana-5609	20	38	achieving	achieve	VERB
cana-5609	20	39	sustainability	sustainability	NOUN
cana-5609	20	40	goals	goal	NOUN
cana-5609	20	41	.	.	PUNCT
cana-5609	21	1	it	it	PRON
cana-5609	21	2	will	will	AUX
cana-5609	21	3	critically	critically	ADV
cana-5609	21	4	examine	examine	VERB
cana-5609	21	5	existing	exist	VERB
cana-5609	21	6	legal	legal	ADJ
cana-5609	21	7	frameworks	framework	NOUN
cana-5609	21	8	,	,	PUNCT
cana-5609	21	9	identify	identify	VERB
cana-5609	21	10	gaps	gap	NOUN
cana-5609	21	11	in	in	ADP
cana-5609	21	12	the	the	DET
cana-5609	21	13	regulation	regulation	NOUN
cana-5609	21	14	of	of	ADP
cana-5609	21	15	ai	ai	NOUN
cana-5609	21	16	and	and	CCONJ
cana-5609	21	17	ml	ml	ADP
cana-5609	21	18	,	,	PUNCT
cana-5609	21	19	and	and	CCONJ
cana-5609	21	20	propose	propose	VERB
cana-5609	21	21	strategies	strategy	NOUN
cana-5609	21	22	for	for	ADP
cana-5609	21	23	aligning	align	VERB
cana-5609	21	24	these	these	DET
cana-5609	21	25	technologies	technology	NOUN
cana-5609	21	26	with	with	ADP
cana-5609	21	27	the	the	DET
cana-5609	21	28	principles	principle	NOUN
cana-5609	21	29	of	of	ADP
cana-5609	21	30	sustainability	sustainability	NOUN
cana-5609	21	31	.	.	PUNCT
cana-5609	22	1	by	by	ADP
cana-5609	22	2	examining	examine	VERB
cana-5609	22	3	both	both	CCONJ
cana-5609	22	4	the	the	DET
cana-5609	22	5	potential	potential	ADJ
cana-5609	22	6	benefits	benefit	NOUN
cana-5609	22	7	and	and	CCONJ
cana-5609	22	8	risks	risk	NOUN
cana-5609	22	9	of	of	ADP
cana-5609	22	10	ai	ai	NOUN
cana-5609	22	11	and	and	CCONJ
cana-5609	22	12	ml	ml	ADP
cana-5609	22	13	,	,	PUNCT
cana-5609	22	14	1	1	NUM
cana-5609	22	15	david	david	PROPN
cana-5609	22	16	b	b	PROPN
cana-5609	22	17	olawade	olawade	PROPN
cana-5609	22	18	et	et	PROPN
cana-5609	22	19	al	al	PROPN
cana-5609	22	20	.	.	PROPN
cana-5609	22	21	,	,	PUNCT
cana-5609	22	22	artificial	artificial	ADJ
cana-5609	22	23	intelligence	intelligence	NOUN
cana-5609	22	24	potential	potential	NOUN
cana-5609	22	25	for	for	ADP
cana-5609	22	26	net	net	ADJ
cana-5609	22	27	zero	zero	NUM
cana-5609	22	28	sustainability	sustainability	NOUN
cana-5609	22	29	:	:	PUNCT
cana-5609	22	30	current	current	ADJ
cana-5609	22	31	evidence	evidence	NOUN
cana-5609	22	32	and	and	CCONJ
cana-5609	22	33	prospects	prospect	NOUN
cana-5609	22	34	,	,	PUNCT
cana-5609	22	35	4	4	NUM
cana-5609	22	36	next	next	ADJ
cana-5609	22	37	sustainability	sustainability	NOUN
cana-5609	22	38	100	100	NUM
cana-5609	22	39	(	(	PUNCT
cana-5609	22	40	2024	2024	NUM
cana-5609	22	41	)	)	PUNCT
cana-5609	22	42	.	.	PUNCT
cana-5609	23	1	2	2	NUM
cana-5609	23	2	ammar	ammar	PROPN
cana-5609	23	3	zafar	zafar	PROPN
cana-5609	23	4	,	,	PUNCT
cana-5609	23	5	balancing	balance	VERB
cana-5609	23	6	the	the	DET
cana-5609	23	7	scale	scale	NOUN
cana-5609	23	8	:	:	PUNCT
cana-5609	23	9	navigating	navigate	VERB
cana-5609	23	10	ethical	ethical	ADJ
cana-5609	23	11	and	and	CCONJ
cana-5609	23	12	practical	practical	ADJ
cana-5609	23	13	challenges	challenge	NOUN
cana-5609	23	14	of	of	ADP
cana-5609	23	15	artificial	artificial	ADJ
cana-5609	23	16	intelligence	intelligence	NOUN
cana-5609	23	17	(	(	PUNCT
cana-5609	23	18	ai	ai	NOUN
cana-5609	23	19	)	)	PUNCT
cana-5609	23	20	integration	integration	NOUN
cana-5609	23	21	in	in	ADP
cana-5609	23	22	legal	legal	ADJ
cana-5609	23	23	practices	practice	NOUN
cana-5609	23	24	,	,	PUNCT
cana-5609	23	25	4	4	NUM
cana-5609	23	26	discover	discover	VERB
cana-5609	23	27	artificial	artificial	ADJ
cana-5609	23	28	intelligence	intelligence	NOUN
cana-5609	23	29	27	27	NUM
cana-5609	23	30	(	(	PUNCT
cana-5609	23	31	2024	2024	NUM
cana-5609	23	32	)	)	PUNCT
cana-5609	23	33	.	.	PUNCT
cana-5609	24	1	3	3	NUM
cana-5609	24	2	supra	supra	NOUN
cana-5609	24	3	note	note	NOUN
cana-5609	24	4	1	1	NUM
cana-5609	24	5	.	.	SYM
cana-5609	24	6	4	4	NUM
cana-5609	24	7	maisnam	maisnam	NOUN
cana-5609	24	8	loyalakpa	loyalakpa	PROPN
cana-5609	24	9	meitei	meitei	PROPN
cana-5609	24	10	&	&	CCONJ
cana-5609	24	11	dr	dr	PROPN
cana-5609	24	12	.	.	PROPN
cana-5609	24	13	s	s	PROPN
cana-5609	24	14	james	james	PROPN
cana-5609	24	15	,	,	PUNCT
cana-5609	24	16	evolving	evolve	VERB
cana-5609	24	17	legal	legal	ADJ
cana-5609	24	18	framework	framework	NOUN
cana-5609	24	19	:	:	PUNCT
cana-5609	24	20	balancing	balance	VERB
cana-5609	24	21	innovation	innovation	NOUN
cana-5609	24	22	with	with	ADP
cana-5609	24	23	societal	societal	ADJ
cana-5609	24	24	values	value	NOUN
cana-5609	24	25	to	to	PART
cana-5609	24	26	safeguard	safeguard	VERB
cana-5609	24	27	fundamental	fundamental	ADJ
cana-5609	24	28	rights	right	NOUN
cana-5609	24	29	,	,	PUNCT
cana-5609	24	30	12	12	NUM
cana-5609	24	31	jetir	jetir	VERB
cana-5609	24	32	647	647	NUM
cana-5609	24	33	-	-	SYM
cana-5609	24	34	659	659	NUM
cana-5609	24	35	(	(	PUNCT
cana-5609	24	36	2025	2025	NUM
cana-5609	24	37	)	)	PUNCT
cana-5609	24	38	.	.	PUNCT
cana-5609	25	1	communications	communication	NOUN
cana-5609	25	2	on	on	ADP
cana-5609	25	3	applied	apply	VERB
cana-5609	25	4	nonlinear	nonlinear	ADJ
cana-5609	25	5	analysis	analysis	NOUN
cana-5609	25	6	issn	issn	NOUN
cana-5609	25	7	:	:	PUNCT
cana-5609	25	8	1074	1074	NUM
cana-5609	25	9	-	-	PUNCT
cana-5609	25	10	133x	133x	NUM
cana-5609	25	11	vol	vol	NOUN
cana-5609	25	12	32	32	NUM
cana-5609	25	13	no	no	NOUN
cana-5609	25	14	.	.	PUNCT
cana-5609	26	1	icmasd	icmasd	NOUN
cana-5609	26	2	(	(	PUNCT
cana-5609	26	3	2025	2025	NUM
cana-5609	26	4	)	)	PUNCT
cana-5609	26	5	2125	2125	NUM
cana-5609	26	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	27	1	this	this	DET
cana-5609	27	2	paper	paper	NOUN
cana-5609	27	3	aims	aim	VERB
cana-5609	27	4	to	to	PART
cana-5609	27	5	provide	provide	VERB
cana-5609	27	6	a	a	DET
cana-5609	27	7	comprehensive	comprehensive	ADJ
cana-5609	27	8	analysis	analysis	NOUN
cana-5609	27	9	of	of	ADP
cana-5609	27	10	how	how	SCONJ
cana-5609	27	11	law	law	NOUN
cana-5609	27	12	can	can	AUX
cana-5609	27	13	shape	shape	VERB
cana-5609	27	14	the	the	DET
cana-5609	27	15	future	future	NOUN
cana-5609	27	16	of	of	ADP
cana-5609	27	17	technology	technology	NOUN
cana-5609	27	18	,	,	PUNCT
cana-5609	27	19	ensuring	ensure	VERB
cana-5609	27	20	that	that	SCONJ
cana-5609	27	21	it	it	PRON
cana-5609	27	22	is	be	AUX
cana-5609	27	23	used	use	VERB
cana-5609	27	24	to	to	PART
cana-5609	27	25	advance	advance	VERB
cana-5609	27	26	sustainable	sustainable	ADJ
cana-5609	27	27	development	development	NOUN
cana-5609	27	28	in	in	ADP
cana-5609	27	29	a	a	DET
cana-5609	27	30	responsible	responsible	ADJ
cana-5609	27	31	,	,	PUNCT
cana-5609	27	32	ethical	ethical	ADJ
cana-5609	27	33	,	,	PUNCT
cana-5609	27	34	and	and	CCONJ
cana-5609	27	35	equitable	equitable	ADJ
cana-5609	27	36	manner	manner	NOUN
cana-5609	27	37	.	.	PUNCT
cana-5609	28	1	literature	literature	PROPN
cana-5609	28	2	review	review	PROPN
cana-5609	28	3	“	"	PUNCT
cana-5609	28	4	the	the	DET
cana-5609	28	5	fourth	fourth	ADJ
cana-5609	28	6	industrial	industrial	ADJ
cana-5609	28	7	revolution	revolution	NOUN
cana-5609	28	8	”	"	PUNCT
cana-5609	28	9	by	by	ADP
cana-5609	28	10	klaus	klaus	PROPN
cana-5609	28	11	schwab	schwab	PROPN
cana-5609	28	12	(	(	PUNCT
cana-5609	28	13	2016)5	2016)5	NUM
cana-5609	28	14	schwab	schwab	NOUN
cana-5609	28	15	discusses	discuss	VERB
cana-5609	28	16	the	the	DET
cana-5609	28	17	far	far	ADV
cana-5609	28	18	-	-	PUNCT
cana-5609	28	19	reaching	reach	VERB
cana-5609	28	20	effects	effect	NOUN
cana-5609	28	21	of	of	ADP
cana-5609	28	22	technological	technological	ADJ
cana-5609	28	23	advancements	advancement	NOUN
cana-5609	28	24	,	,	PUNCT
cana-5609	28	25	including	include	VERB
cana-5609	28	26	ai	ai	NOUN
cana-5609	28	27	and	and	CCONJ
cana-5609	28	28	ml	ml	NOUN
cana-5609	28	29	,	,	PUNCT
cana-5609	28	30	which	which	PRON
cana-5609	28	31	can	can	AUX
cana-5609	28	32	potentially	potentially	ADV
cana-5609	28	33	revolutionize	revolutionize	VERB
cana-5609	28	34	sectors	sector	NOUN
cana-5609	28	35	critical	critical	ADJ
cana-5609	28	36	to	to	ADP
cana-5609	28	37	sustainable	sustainable	ADJ
cana-5609	28	38	development	development	NOUN
cana-5609	28	39	,	,	PUNCT
cana-5609	28	40	such	such	ADJ
cana-5609	28	41	as	as	ADP
cana-5609	28	42	energy	energy	NOUN
cana-5609	28	43	,	,	PUNCT
cana-5609	28	44	agriculture	agriculture	NOUN
cana-5609	28	45	,	,	PUNCT
cana-5609	28	46	and	and	CCONJ
cana-5609	28	47	healthcare	healthcare	PROPN
cana-5609	28	48	.	.	PUNCT
cana-5609	29	1	he	he	PRON
cana-5609	29	2	emphasizes	emphasize	VERB
cana-5609	29	3	the	the	DET
cana-5609	29	4	need	need	NOUN
cana-5609	29	5	for	for	ADP
cana-5609	29	6	ethical	ethical	ADJ
cana-5609	29	7	governance	governance	NOUN
cana-5609	29	8	and	and	CCONJ
cana-5609	29	9	global	global	ADJ
cana-5609	29	10	regulatory	regulatory	ADJ
cana-5609	29	11	standards	standard	NOUN
cana-5609	29	12	to	to	PART
cana-5609	29	13	ensure	ensure	VERB
cana-5609	29	14	these	these	DET
cana-5609	29	15	innovations	innovation	NOUN
cana-5609	29	16	benefit	benefit	VERB
cana-5609	29	17	humanity	humanity	NOUN
cana-5609	29	18	without	without	ADP
cana-5609	29	19	exacerbating	exacerbate	VERB
cana-5609	29	20	inequality	inequality	NOUN
cana-5609	29	21	.	.	PUNCT
cana-5609	30	1	“	"	PUNCT
cana-5609	30	2	the	the	DET
cana-5609	30	3	age	age	NOUN
cana-5609	30	4	of	of	ADP
cana-5609	30	5	em	em	PRON
cana-5609	30	6	:	:	PUNCT
cana-5609	30	7	work	work	NOUN
cana-5609	30	8	,	,	PUNCT
cana-5609	30	9	love	love	NOUN
cana-5609	30	10	,	,	PUNCT
cana-5609	30	11	and	and	CCONJ
cana-5609	30	12	life	life	NOUN
cana-5609	30	13	when	when	SCONJ
cana-5609	30	14	robots	robot	NOUN
cana-5609	30	15	rule	rule	VERB
cana-5609	30	16	the	the	DET
cana-5609	30	17	earth	earth	NOUN
cana-5609	30	18	”	"	PUNCT
cana-5609	30	19	by	by	ADP
cana-5609	30	20	robin	robin	PROPN
cana-5609	30	21	hanson	hanson	PROPN
cana-5609	30	22	(	(	PUNCT
cana-5609	30	23	2016)6	2016)6	NUM
cana-5609	30	24	hanson	hanson	PROPN
cana-5609	30	25	examines	examine	VERB
cana-5609	30	26	the	the	DET
cana-5609	30	27	societal	societal	ADJ
cana-5609	30	28	impact	impact	NOUN
cana-5609	30	29	of	of	ADP
cana-5609	30	30	automation	automation	NOUN
cana-5609	30	31	and	and	CCONJ
cana-5609	30	32	ai	ai	VERB
cana-5609	30	33	on	on	ADP
cana-5609	30	34	labor	labor	NOUN
cana-5609	30	35	,	,	PUNCT
cana-5609	30	36	economic	economic	ADJ
cana-5609	30	37	structures	structure	NOUN
cana-5609	30	38	,	,	PUNCT
cana-5609	30	39	and	and	CCONJ
cana-5609	30	40	human	human	ADJ
cana-5609	30	41	relationships	relationship	NOUN
cana-5609	30	42	.	.	PUNCT
cana-5609	31	1	while	while	SCONJ
cana-5609	31	2	not	not	PART
cana-5609	31	3	specifically	specifically	ADV
cana-5609	31	4	focused	focus	VERB
cana-5609	31	5	on	on	ADP
cana-5609	31	6	sustainability	sustainability	NOUN
cana-5609	31	7	,	,	PUNCT
cana-5609	31	8	the	the	DET
cana-5609	31	9	book	book	NOUN
cana-5609	31	10	raises	raise	VERB
cana-5609	31	11	important	important	ADJ
cana-5609	31	12	ethical	ethical	ADJ
cana-5609	31	13	questions	question	NOUN
cana-5609	31	14	about	about	ADP
cana-5609	31	15	ai	ai	PROPN
cana-5609	31	16	's	's	PART
cana-5609	31	17	potential	potential	ADJ
cana-5609	31	18	effects	effect	NOUN
cana-5609	31	19	on	on	ADP
cana-5609	31	20	social	social	ADJ
cana-5609	31	21	equity	equity	NOUN
cana-5609	31	22	and	and	CCONJ
cana-5609	31	23	environmental	environmental	ADJ
cana-5609	31	24	challenges	challenge	NOUN
cana-5609	31	25	.	.	PUNCT
cana-5609	32	1	“	"	PUNCT
cana-5609	32	2	machine	machine	NOUN
cana-5609	32	3	learning	learning	NOUN
cana-5609	32	4	:	:	PUNCT
cana-5609	32	5	the	the	DET
cana-5609	32	6	new	new	ADJ
cana-5609	32	7	ai	ai	NOUN
cana-5609	32	8	”	"	PUNCT
cana-5609	32	9	by	by	ADP
cana-5609	32	10	ethem	ethem	NOUN
cana-5609	32	11	alpaydin	alpaydin	NOUN
cana-5609	32	12	(	(	PUNCT
cana-5609	32	13	2016)7	2016)7	NUM
cana-5609	32	14	alpaydin	alpaydin	NOUN
cana-5609	32	15	provides	provide	VERB
cana-5609	32	16	a	a	DET
cana-5609	32	17	comprehensive	comprehensive	ADJ
cana-5609	32	18	overview	overview	NOUN
cana-5609	32	19	of	of	ADP
cana-5609	32	20	machine	machine	NOUN
cana-5609	32	21	learning	learning	NOUN
cana-5609	32	22	,	,	PUNCT
cana-5609	32	23	its	its	PRON
cana-5609	32	24	applications	application	NOUN
cana-5609	32	25	,	,	PUNCT
cana-5609	32	26	and	and	CCONJ
cana-5609	32	27	potential	potential	ADJ
cana-5609	32	28	ethical	ethical	ADJ
cana-5609	32	29	implications	implication	NOUN
cana-5609	32	30	.	.	PUNCT
cana-5609	33	1	the	the	DET
cana-5609	33	2	book	book	NOUN
cana-5609	33	3	stresses	stress	VERB
cana-5609	33	4	the	the	DET
cana-5609	33	5	importance	importance	NOUN
cana-5609	33	6	of	of	ADP
cana-5609	33	7	developing	develop	VERB
cana-5609	33	8	regulatory	regulatory	ADJ
cana-5609	33	9	frameworks	framework	NOUN
cana-5609	33	10	that	that	PRON
cana-5609	33	11	ensure	ensure	VERB
cana-5609	33	12	ml	ml	ADP
cana-5609	33	13	technologies	technology	NOUN
cana-5609	33	14	contribute	contribute	VERB
cana-5609	33	15	to	to	ADP
cana-5609	33	16	public	public	ADJ
cana-5609	33	17	good	good	NOUN
cana-5609	33	18	,	,	PUNCT
cana-5609	33	19	including	include	VERB
cana-5609	33	20	sustainable	sustainable	ADJ
cana-5609	33	21	development	development	NOUN
cana-5609	33	22	.	.	PUNCT
cana-5609	34	1	“	"	PUNCT
cana-5609	34	2	ai	ai	PROPN
cana-5609	34	3	superpowers	superpower	NOUN
cana-5609	34	4	:	:	PUNCT
cana-5609	34	5	china	china	PROPN
cana-5609	34	6	,	,	PUNCT
cana-5609	34	7	silicon	silicon	NOUN
cana-5609	34	8	valley	valley	NOUN
cana-5609	34	9	,	,	PUNCT
cana-5609	34	10	and	and	CCONJ
cana-5609	34	11	the	the	DET
cana-5609	34	12	new	new	ADJ
cana-5609	34	13	world	world	NOUN
cana-5609	34	14	order	order	NOUN
cana-5609	34	15	”	"	PUNCT
cana-5609	34	16	by	by	ADP
cana-5609	34	17	kai	kai	PROPN
cana-5609	34	18	-	-	PUNCT
cana-5609	34	19	fu	fu	PROPN
cana-5609	34	20	lee	lee	PROPN
cana-5609	34	21	(	(	PUNCT
cana-5609	34	22	2018	2018	NUM
cana-5609	34	23	)	)	PUNCT
cana-5609	34	24	8	8	NUM
cana-5609	34	25	lee	lee	PROPN
cana-5609	34	26	compares	compare	VERB
cana-5609	34	27	the	the	DET
cana-5609	34	28	development	development	NOUN
cana-5609	34	29	of	of	ADP
cana-5609	34	30	ai	ai	NOUN
cana-5609	34	31	in	in	ADP
cana-5609	34	32	china	china	PROPN
cana-5609	34	33	and	and	CCONJ
cana-5609	34	34	the	the	DET
cana-5609	34	35	united	united	PROPN
cana-5609	34	36	states	states	PROPN
cana-5609	34	37	,	,	PUNCT
cana-5609	34	38	highlighting	highlight	VERB
cana-5609	34	39	the	the	DET
cana-5609	34	40	implications	implication	NOUN
cana-5609	34	41	for	for	ADP
cana-5609	34	42	global	global	ADJ
cana-5609	34	43	economic	economic	ADJ
cana-5609	34	44	and	and	CCONJ
cana-5609	34	45	social	social	ADJ
cana-5609	34	46	structures	structure	NOUN
cana-5609	34	47	.	.	PUNCT
cana-5609	35	1	while	while	SCONJ
cana-5609	35	2	it	it	PRON
cana-5609	35	3	focuses	focus	VERB
cana-5609	35	4	on	on	ADP
cana-5609	35	5	economic	economic	ADJ
cana-5609	35	6	aspects	aspect	NOUN
cana-5609	35	7	,	,	PUNCT
cana-5609	35	8	it	it	PRON
cana-5609	35	9	also	also	ADV
cana-5609	35	10	stresses	stress	VERB
cana-5609	35	11	the	the	DET
cana-5609	35	12	importance	importance	NOUN
cana-5609	35	13	of	of	ADP
cana-5609	35	14	ethical	ethical	ADJ
cana-5609	35	15	regulation	regulation	NOUN
cana-5609	35	16	to	to	PART
cana-5609	35	17	address	address	VERB
cana-5609	35	18	societal	societal	ADJ
cana-5609	35	19	impacts	impact	NOUN
cana-5609	35	20	,	,	PUNCT
cana-5609	35	21	including	include	VERB
cana-5609	35	22	those	those	PRON
cana-5609	35	23	related	relate	VERB
cana-5609	35	24	to	to	ADP
cana-5609	35	25	inequality	inequality	NOUN
cana-5609	35	26	and	and	CCONJ
cana-5609	35	27	environmental	environmental	ADJ
cana-5609	35	28	sustainability	sustainability	NOUN
cana-5609	35	29	.	.	PUNCT
cana-5609	36	1	“	"	PUNCT
cana-5609	36	2	artificial	artificial	ADJ
cana-5609	36	3	intelligence	intelligence	NOUN
cana-5609	36	4	and	and	CCONJ
cana-5609	36	5	the	the	DET
cana-5609	36	6	law	law	NOUN
cana-5609	36	7	”	"	PUNCT
cana-5609	36	8	by	by	ADP
cana-5609	36	9	m.	m.	PROPN
cana-5609	36	10	r.	r.	PROPN
cana-5609	36	11	f.	f.	PROPN
cana-5609	36	12	d.	d.	PROPN
cana-5609	36	13	kuner	kuner	PROPN
cana-5609	36	14	(	(	PUNCT
cana-5609	36	15	2018	2018	NUM
cana-5609	36	16	)	)	PUNCT
cana-5609	36	17	9	9	NUM
cana-5609	36	18	kuner	kuner	NOUN
cana-5609	36	19	examines	examine	VERB
cana-5609	36	20	the	the	DET
cana-5609	36	21	legal	legal	ADJ
cana-5609	36	22	dimensions	dimension	NOUN
cana-5609	36	23	of	of	ADP
cana-5609	36	24	ai	ai	NOUN
cana-5609	36	25	,	,	PUNCT
cana-5609	36	26	including	include	VERB
cana-5609	36	27	intellectual	intellectual	ADJ
cana-5609	36	28	property	property	NOUN
cana-5609	36	29	,	,	PUNCT
cana-5609	36	30	data	data	NOUN
cana-5609	36	31	protection	protection	NOUN
cana-5609	36	32	,	,	PUNCT
cana-5609	36	33	and	and	CCONJ
cana-5609	36	34	the	the	DET
cana-5609	36	35	regulation	regulation	NOUN
cana-5609	36	36	of	of	ADP
cana-5609	36	37	autonomous	autonomous	ADJ
cana-5609	36	38	systems	system	NOUN
cana-5609	36	39	.	.	PUNCT
cana-5609	37	1	the	the	DET
cana-5609	37	2	book	book	NOUN
cana-5609	37	3	explores	explore	VERB
cana-5609	37	4	how	how	SCONJ
cana-5609	37	5	current	current	ADJ
cana-5609	37	6	legal	legal	ADJ
cana-5609	37	7	frameworks	framework	NOUN
cana-5609	37	8	may	may	AUX
cana-5609	37	9	need	need	VERB
cana-5609	37	10	to	to	PART
cana-5609	37	11	evolve	evolve	VERB
cana-5609	37	12	to	to	PART
cana-5609	37	13	accommodate	accommodate	VERB
cana-5609	37	14	ai	ai	PROPN
cana-5609	37	15	's	's	PART
cana-5609	37	16	role	role	NOUN
cana-5609	37	17	in	in	ADP
cana-5609	37	18	promoting	promote	VERB
cana-5609	37	19	sustainable	sustainable	ADJ
cana-5609	37	20	development	development	NOUN
cana-5609	37	21	.	.	PUNCT
cana-5609	38	1	“	"	PUNCT
cana-5609	38	2	artificial	artificial	ADJ
cana-5609	38	3	intelligence	intelligence	NOUN
cana-5609	38	4	:	:	PUNCT
cana-5609	38	5	a	a	DET
cana-5609	38	6	guide	guide	NOUN
cana-5609	38	7	for	for	ADP
cana-5609	38	8	thinking	think	VERB
cana-5609	38	9	humans	human	NOUN
cana-5609	38	10	”	"	PUNCT
cana-5609	38	11	by	by	ADP
cana-5609	38	12	melanie	melanie	PROPN
cana-5609	38	13	mitchell	mitchell	PROPN
cana-5609	38	14	(	(	PUNCT
cana-5609	38	15	2019	2019	NUM
cana-5609	38	16	)	)	PUNCT
cana-5609	38	17	10	10	NUM
cana-5609	38	18	mitchell	mitchell	NOUN
cana-5609	38	19	offers	offer	VERB
cana-5609	38	20	a	a	DET
cana-5609	38	21	critical	critical	ADJ
cana-5609	38	22	yet	yet	CCONJ
cana-5609	38	23	accessible	accessible	ADJ
cana-5609	38	24	introduction	introduction	NOUN
cana-5609	38	25	to	to	PART
cana-5609	38	26	ai	ai	VERB
cana-5609	38	27	,	,	PUNCT
cana-5609	38	28	emphasizing	emphasize	VERB
cana-5609	38	29	the	the	DET
cana-5609	38	30	ethical	ethical	ADJ
cana-5609	38	31	challenges	challenge	NOUN
cana-5609	38	32	and	and	CCONJ
cana-5609	38	33	societal	societal	ADJ
cana-5609	38	34	risks	risk	NOUN
cana-5609	38	35	associated	associate	VERB
cana-5609	38	36	with	with	ADP
cana-5609	38	37	the	the	DET
cana-5609	38	38	technology	technology	NOUN
cana-5609	38	39	.	.	PUNCT
cana-5609	39	1	she	she	PRON
cana-5609	39	2	argues	argue	VERB
cana-5609	39	3	for	for	ADP
cana-5609	39	4	strong	strong	ADJ
cana-5609	39	5	legal	legal	ADJ
cana-5609	39	6	frameworks	framework	NOUN
cana-5609	39	7	to	to	PART
cana-5609	39	8	manage	manage	VERB
cana-5609	39	9	the	the	DET
cana-5609	39	10	potential	potential	ADJ
cana-5609	39	11	impacts	impact	NOUN
cana-5609	39	12	of	of	ADP
cana-5609	39	13	ai	ai	VERB
cana-5609	39	14	on	on	ADP
cana-5609	39	15	sustainable	sustainable	ADJ
cana-5609	39	16	development	development	NOUN
cana-5609	39	17	and	and	CCONJ
cana-5609	39	18	social	social	ADJ
cana-5609	39	19	equity	equity	NOUN
cana-5609	39	20	.	.	PUNCT
cana-5609	40	1	5	5	NUM
cana-5609	40	2	klaus	klaus	PROPN
cana-5609	40	3	schwab	schwab	PROPN
cana-5609	40	4	,	,	PUNCT
cana-5609	40	5	the	the	DET
cana-5609	40	6	fourth	fourth	ADJ
cana-5609	40	7	industrial	industrial	ADJ
cana-5609	40	8	revolution	revolution	NOUN
cana-5609	40	9	(	(	PUNCT
cana-5609	40	10	2016	2016	NUM
cana-5609	40	11	)	)	PUNCT
cana-5609	40	12	.	.	PUNCT
cana-5609	41	1	6	6	NUM
cana-5609	41	2	robin	robin	PROPN
cana-5609	41	3	hanson	hanson	PROPN
cana-5609	41	4	,	,	PUNCT
cana-5609	41	5	the	the	DET
cana-5609	41	6	age	age	NOUN
cana-5609	41	7	of	of	ADP
cana-5609	41	8	em	em	PRON
cana-5609	41	9	:	:	PUNCT
cana-5609	41	10	work	work	NOUN
cana-5609	41	11	,	,	PUNCT
cana-5609	41	12	love	love	NOUN
cana-5609	41	13	,	,	PUNCT
cana-5609	41	14	and	and	CCONJ
cana-5609	41	15	life	life	NOUN
cana-5609	41	16	when	when	SCONJ
cana-5609	41	17	robots	robot	NOUN
cana-5609	41	18	rule	rule	VERB
cana-5609	41	19	the	the	DET
cana-5609	41	20	earth	earth	NOUN
cana-5609	41	21	(	(	PUNCT
cana-5609	41	22	2016	2016	NUM
cana-5609	41	23	)	)	PUNCT
cana-5609	41	24	.	.	PUNCT
cana-5609	42	1	7	7	NUM
cana-5609	42	2	ethem	ethem	PROPN
cana-5609	42	3	alpaydin	alpaydin	PROPN
cana-5609	42	4	,	,	PUNCT
cana-5609	42	5	machine	machine	NOUN
cana-5609	42	6	learning	learning	NOUN
cana-5609	42	7	:	:	PUNCT
cana-5609	42	8	the	the	DET
cana-5609	42	9	new	new	ADJ
cana-5609	42	10	ai	ai	NOUN
cana-5609	42	11	(	(	PUNCT
cana-5609	42	12	2016	2016	NUM
cana-5609	42	13	)	)	PUNCT
cana-5609	42	14	.	.	PUNCT
cana-5609	43	1	8	8	NUM
cana-5609	43	2	kai	kai	PROPN
cana-5609	43	3	-	-	PUNCT
cana-5609	43	4	fu	fu	PROPN
cana-5609	43	5	lee	lee	PROPN
cana-5609	43	6	,	,	PUNCT
cana-5609	43	7	ai	ai	VERB
cana-5609	43	8	superpowers	superpower	NOUN
cana-5609	43	9	:	:	PUNCT
cana-5609	43	10	china	china	PROPN
cana-5609	43	11	,	,	PUNCT
cana-5609	43	12	silicon	silicon	NOUN
cana-5609	43	13	valley	valley	NOUN
cana-5609	43	14	,	,	PUNCT
cana-5609	43	15	and	and	CCONJ
cana-5609	43	16	the	the	DET
cana-5609	43	17	new	new	ADJ
cana-5609	43	18	world	world	NOUN
cana-5609	43	19	order	order	NOUN
cana-5609	43	20	(	(	PUNCT
cana-5609	43	21	2018	2018	NUM
cana-5609	43	22	)	)	PUNCT
cana-5609	43	23	.	.	PUNCT
cana-5609	44	1	9	9	NUM
cana-5609	44	2	m.	m.	NOUN
cana-5609	44	3	r.	r.	PROPN
cana-5609	44	4	f.	f.	PROPN
cana-5609	45	1	d	d	PROPN
cana-5609	45	2	kuner	kuner	PROPN
cana-5609	45	3	,	,	PUNCT
cana-5609	45	4	artificial	artificial	ADJ
cana-5609	45	5	intelligence	intelligence	NOUN
cana-5609	45	6	and	and	CCONJ
cana-5609	45	7	the	the	DET
cana-5609	45	8	law	law	NOUN
cana-5609	45	9	(	(	PUNCT
cana-5609	45	10	2018	2018	NUM
cana-5609	45	11	)	)	PUNCT
cana-5609	45	12	.	.	PUNCT
cana-5609	46	1	10	10	NUM
cana-5609	46	2	melanie	melanie	PROPN
cana-5609	46	3	mitchell	mitchell	PROPN
cana-5609	46	4	,	,	PUNCT
cana-5609	46	5	artificial	artificial	ADJ
cana-5609	46	6	intelligence	intelligence	NOUN
cana-5609	46	7	:	:	PUNCT
cana-5609	46	8	a	a	DET
cana-5609	46	9	guide	guide	NOUN
cana-5609	46	10	for	for	ADP
cana-5609	46	11	thinking	think	VERB
cana-5609	46	12	humans	human	NOUN
cana-5609	46	13	(	(	PUNCT
cana-5609	46	14	2019	2019	NUM
cana-5609	46	15	)	)	PUNCT
cana-5609	46	16	.	.	PUNCT
cana-5609	47	1	communications	communication	NOUN
cana-5609	47	2	on	on	ADP
cana-5609	47	3	applied	apply	VERB
cana-5609	47	4	nonlinear	nonlinear	ADJ
cana-5609	47	5	analysis	analysis	NOUN
cana-5609	47	6	issn	issn	NOUN
cana-5609	47	7	:	:	PUNCT
cana-5609	47	8	1074	1074	NUM
cana-5609	47	9	-	-	PUNCT
cana-5609	47	10	133x	133x	NUM
cana-5609	47	11	vol	vol	NOUN
cana-5609	47	12	32	32	NUM
cana-5609	47	13	no	no	NOUN
cana-5609	47	14	.	.	PUNCT
cana-5609	48	1	icmasd	icmasd	NOUN
cana-5609	48	2	(	(	PUNCT
cana-5609	48	3	2025	2025	NUM
cana-5609	48	4	)	)	PUNCT
cana-5609	48	5	2126	2126	NUM
cana-5609	48	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	48	7	“	"	PUNCT
cana-5609	48	8	ai	ai	PROPN
cana-5609	48	9	ethics	ethic	NOUN
cana-5609	48	10	”	"	PUNCT
cana-5609	48	11	by	by	ADP
cana-5609	48	12	mark	mark	PROPN
cana-5609	48	13	coeckelbergh	coeckelbergh	PROPN
cana-5609	48	14	(	(	PUNCT
cana-5609	48	15	2020	2020	NUM
cana-5609	48	16	)	)	PUNCT
cana-5609	48	17	11	11	NUM
cana-5609	48	18	coeckelbergh	coeckelbergh	NOUN
cana-5609	48	19	delves	delf	NOUN
cana-5609	48	20	into	into	ADP
cana-5609	48	21	the	the	DET
cana-5609	48	22	ethical	ethical	ADJ
cana-5609	48	23	concerns	concern	NOUN
cana-5609	48	24	surrounding	surround	VERB
cana-5609	48	25	ai	ai	VERB
cana-5609	48	26	,	,	PUNCT
cana-5609	48	27	such	such	ADJ
cana-5609	48	28	as	as	ADP
cana-5609	48	29	fairness	fairness	NOUN
cana-5609	48	30	,	,	PUNCT
cana-5609	48	31	justice	justice	NOUN
cana-5609	48	32	,	,	PUNCT
cana-5609	48	33	and	and	CCONJ
cana-5609	48	34	accountability	accountability	NOUN
cana-5609	48	35	.	.	PUNCT
cana-5609	49	1	the	the	DET
cana-5609	49	2	book	book	NOUN
cana-5609	49	3	underscores	underscore	VERB
cana-5609	49	4	the	the	DET
cana-5609	49	5	need	need	NOUN
cana-5609	49	6	for	for	ADP
cana-5609	49	7	robust	robust	ADJ
cana-5609	49	8	legal	legal	ADJ
cana-5609	49	9	regulations	regulation	NOUN
cana-5609	49	10	to	to	PART
cana-5609	49	11	ensure	ensure	VERB
cana-5609	49	12	ai	ai	PROPN
cana-5609	49	13	technologies	technology	NOUN
cana-5609	49	14	are	be	AUX
cana-5609	49	15	deployed	deploy	VERB
cana-5609	49	16	in	in	ADP
cana-5609	49	17	ways	way	NOUN
cana-5609	49	18	that	that	PRON
cana-5609	49	19	align	align	VERB
cana-5609	49	20	with	with	ADP
cana-5609	49	21	sustainable	sustainable	ADJ
cana-5609	49	22	development	development	NOUN
cana-5609	49	23	goals	goal	NOUN
cana-5609	49	24	.	.	PUNCT
cana-5609	50	1	“	"	PUNCT
cana-5609	50	2	artificial	artificial	ADJ
cana-5609	50	3	intelligence	intelligence	NOUN
cana-5609	50	4	for	for	ADP
cana-5609	50	5	sustainable	sustainable	ADJ
cana-5609	50	6	development	development	NOUN
cana-5609	50	7	goals	goal	NOUN
cana-5609	50	8	”	"	PUNCT
cana-5609	50	9	edited	edit	VERB
cana-5609	50	10	by	by	ADP
cana-5609	50	11	the	the	DET
cana-5609	50	12	world	world	NOUN
cana-5609	50	13	economic	economic	PROPN
cana-5609	50	14	forum	forum	NOUN
cana-5609	50	15	(	(	PUNCT
cana-5609	50	16	2020)12this	2020)12this	NUM
cana-5609	50	17	edited	edited	ADJ
cana-5609	50	18	volume	volume	NOUN
cana-5609	50	19	explores	explore	NOUN
cana-5609	50	20	how	how	SCONJ
cana-5609	50	21	ai	ai	VERB
cana-5609	50	22	can	can	AUX
cana-5609	50	23	be	be	AUX
cana-5609	50	24	applied	apply	VERB
cana-5609	50	25	to	to	PART
cana-5609	50	26	address	address	VERB
cana-5609	50	27	the	the	DET
cana-5609	50	28	un	un	PROPN
cana-5609	50	29	’s	’s	PART
cana-5609	50	30	sdgs	sdgs	ADJ
cana-5609	50	31	,	,	PUNCT
cana-5609	50	32	with	with	ADP
cana-5609	50	33	a	a	DET
cana-5609	50	34	focus	focus	NOUN
cana-5609	50	35	on	on	ADP
cana-5609	50	36	climate	climate	NOUN
cana-5609	50	37	action	action	NOUN
cana-5609	50	38	,	,	PUNCT
cana-5609	50	39	healthcare	healthcare	PROPN
cana-5609	50	40	,	,	PUNCT
cana-5609	50	41	and	and	CCONJ
cana-5609	50	42	poverty	poverty	NOUN
cana-5609	50	43	reduction	reduction	NOUN
cana-5609	50	44	.	.	PUNCT
cana-5609	51	1	it	it	PRON
cana-5609	51	2	calls	call	VERB
cana-5609	51	3	for	for	ADP
cana-5609	51	4	legal	legal	ADJ
cana-5609	51	5	frameworks	framework	NOUN
cana-5609	51	6	that	that	PRON
cana-5609	51	7	promote	promote	VERB
cana-5609	51	8	ethical	ethical	ADJ
cana-5609	51	9	ai	ai	NOUN
cana-5609	51	10	development	development	NOUN
cana-5609	51	11	and	and	CCONJ
cana-5609	51	12	safeguard	safeguard	NOUN
cana-5609	51	13	against	against	ADP
cana-5609	51	14	negative	negative	ADJ
cana-5609	51	15	social	social	ADJ
cana-5609	51	16	impacts	impact	NOUN
cana-5609	51	17	.	.	PUNCT
cana-5609	52	1	“	"	PUNCT
cana-5609	52	2	architects	architect	NOUN
cana-5609	52	3	of	of	ADP
cana-5609	52	4	intelligence	intelligence	NOUN
cana-5609	52	5	:	:	PUNCT
cana-5609	52	6	the	the	DET
cana-5609	52	7	truth	truth	NOUN
cana-5609	52	8	about	about	ADP
cana-5609	52	9	ai	ai	VERB
cana-5609	52	10	from	from	ADP
cana-5609	52	11	the	the	DET
cana-5609	52	12	people	people	NOUN
cana-5609	52	13	building	build	VERB
cana-5609	52	14	it	it	PRON
cana-5609	52	15	”	"	PUNCT
cana-5609	52	16	by	by	ADP
cana-5609	52	17	martin	martin	PROPN
cana-5609	52	18	ford	ford	PROPN
cana-5609	52	19	(	(	PUNCT
cana-5609	52	20	2018)13ford	2018)13ford	NUM
cana-5609	52	21	interviews	interview	NOUN
cana-5609	52	22	leading	lead	VERB
cana-5609	52	23	ai	ai	VERB
cana-5609	52	24	researchers	researcher	NOUN
cana-5609	52	25	to	to	PART
cana-5609	52	26	provide	provide	VERB
cana-5609	52	27	insights	insight	NOUN
cana-5609	52	28	into	into	ADP
cana-5609	52	29	the	the	DET
cana-5609	52	30	future	future	NOUN
cana-5609	52	31	of	of	ADP
cana-5609	52	32	ai	ai	NOUN
cana-5609	52	33	,	,	PUNCT
cana-5609	52	34	discussing	discuss	VERB
cana-5609	52	35	its	its	PRON
cana-5609	52	36	potential	potential	ADJ
cana-5609	52	37	applications	application	NOUN
cana-5609	52	38	in	in	ADP
cana-5609	52	39	sustainability	sustainability	NOUN
cana-5609	52	40	.	.	PUNCT
cana-5609	53	1	he	he	PRON
cana-5609	53	2	advocates	advocate	VERB
cana-5609	53	3	for	for	ADP
cana-5609	53	4	international	international	ADJ
cana-5609	53	5	cooperation	cooperation	NOUN
cana-5609	53	6	in	in	ADP
cana-5609	53	7	developing	develop	VERB
cana-5609	53	8	regulatory	regulatory	ADJ
cana-5609	53	9	structures	structure	NOUN
cana-5609	53	10	to	to	PART
cana-5609	53	11	ensure	ensure	VERB
cana-5609	53	12	ai	ai	VERB
cana-5609	53	13	’s	’s	PART
cana-5609	53	14	benefits	benefit	NOUN
cana-5609	53	15	are	be	AUX
cana-5609	53	16	widely	widely	ADV
cana-5609	53	17	shared	share	VERB
cana-5609	53	18	and	and	CCONJ
cana-5609	53	19	aligned	align	VERB
cana-5609	53	20	with	with	ADP
cana-5609	53	21	global	global	ADJ
cana-5609	53	22	development	development	NOUN
cana-5609	53	23	goals	goal	NOUN
cana-5609	53	24	.	.	PUNCT
cana-5609	54	1	“	"	PUNCT
cana-5609	54	2	the	the	DET
cana-5609	54	3	ethics	ethic	NOUN
cana-5609	54	4	of	of	ADP
cana-5609	54	5	artificial	artificial	ADJ
cana-5609	54	6	intelligence	intelligence	NOUN
cana-5609	54	7	and	and	CCONJ
cana-5609	54	8	robotics	robotic	NOUN
cana-5609	54	9	”	"	PUNCT
cana-5609	54	10	by	by	ADP
cana-5609	54	11	vincent	vincent	PROPN
cana-5609	54	12	c.	c.	PROPN
cana-5609	54	13	müller	müller	PROPN
cana-5609	54	14	(	(	PUNCT
cana-5609	54	15	2020	2020	NUM
cana-5609	54	16	)	)	PUNCT
cana-5609	54	17	14	14	NUM
cana-5609	54	18	this	this	DET
cana-5609	54	19	book	book	NOUN
cana-5609	54	20	compiles	compile	VERB
cana-5609	54	21	a	a	DET
cana-5609	54	22	range	range	NOUN
cana-5609	54	23	of	of	ADP
cana-5609	54	24	perspectives	perspective	NOUN
cana-5609	54	25	on	on	ADP
cana-5609	54	26	ai	ai	NOUN
cana-5609	54	27	and	and	CCONJ
cana-5609	54	28	robotics	robotic	NOUN
cana-5609	54	29	from	from	ADP
cana-5609	54	30	various	various	ADJ
cana-5609	54	31	scholars	scholar	NOUN
cana-5609	54	32	.	.	PUNCT
cana-5609	55	1	it	it	PRON
cana-5609	55	2	addresses	address	VERB
cana-5609	55	3	the	the	DET
cana-5609	55	4	ethical	ethical	ADJ
cana-5609	55	5	dilemmas	dilemma	NOUN
cana-5609	55	6	these	these	DET
cana-5609	55	7	technologies	technology	NOUN
cana-5609	55	8	pose	pose	VERB
cana-5609	55	9	and	and	CCONJ
cana-5609	55	10	offers	offer	VERB
cana-5609	55	11	guidance	guidance	NOUN
cana-5609	55	12	on	on	ADP
cana-5609	55	13	developing	develop	VERB
cana-5609	55	14	legal	legal	ADJ
cana-5609	55	15	and	and	CCONJ
cana-5609	55	16	ethical	ethical	ADJ
cana-5609	55	17	frameworks	framework	NOUN
cana-5609	55	18	to	to	PART
cana-5609	55	19	ensure	ensure	VERB
cana-5609	55	20	ai	ai	NOUN
cana-5609	55	21	is	be	AUX
cana-5609	55	22	used	use	VERB
cana-5609	55	23	for	for	ADP
cana-5609	55	24	public	public	ADJ
cana-5609	55	25	good	good	ADJ
cana-5609	55	26	and	and	CCONJ
cana-5609	55	27	sustainable	sustainable	ADJ
cana-5609	55	28	development	development	NOUN
cana-5609	55	29	.	.	PUNCT
cana-5609	56	1	articles	article	NOUN
cana-5609	56	2	“	"	PUNCT
cana-5609	56	3	artificial	artificial	ADJ
cana-5609	56	4	intelligence	intelligence	NOUN
cana-5609	56	5	and	and	CCONJ
cana-5609	56	6	the	the	DET
cana-5609	56	7	un	un	PROPN
cana-5609	56	8	’s	’s	PART
cana-5609	56	9	sustainable	sustainable	ADJ
cana-5609	56	10	development	development	NOUN
cana-5609	56	11	goals	goal	NOUN
cana-5609	56	12	:	:	PUNCT
cana-5609	56	13	a	a	DET
cana-5609	56	14	review	review	NOUN
cana-5609	56	15	”	"	PUNCT
cana-5609	56	16	by	by	ADP
cana-5609	56	17	a.	a.	PROPN
cana-5609	56	18	dastin	dastin	PROPN
cana-5609	56	19	&	&	CCONJ
cana-5609	56	20	r.	r.	PROPN
cana-5609	56	21	m.	m.	PROPN
cana-5609	56	22	taneja	taneja	PROPN
cana-5609	56	23	(	(	PUNCT
cana-5609	56	24	2020)15	2020)15	NUM
cana-5609	56	25	dastin	dastin	NOUN
cana-5609	56	26	and	and	CCONJ
cana-5609	56	27	taneja	taneja	NOUN
cana-5609	56	28	explore	explore	VERB
cana-5609	56	29	ai	ai	VERB
cana-5609	56	30	’s	’s	PART
cana-5609	56	31	potential	potential	NOUN
cana-5609	56	32	to	to	PART
cana-5609	56	33	accelerate	accelerate	VERB
cana-5609	56	34	progress	progress	NOUN
cana-5609	56	35	toward	toward	ADP
cana-5609	56	36	the	the	DET
cana-5609	56	37	sdgs	sdgs	NOUN
cana-5609	56	38	,	,	PUNCT
cana-5609	56	39	particularly	particularly	ADV
cana-5609	56	40	in	in	ADP
cana-5609	56	41	health	health	NOUN
cana-5609	56	42	,	,	PUNCT
cana-5609	56	43	energy	energy	NOUN
cana-5609	56	44	,	,	PUNCT
cana-5609	56	45	and	and	CCONJ
cana-5609	56	46	poverty	poverty	NOUN
cana-5609	56	47	alleviation	alleviation	NOUN
cana-5609	56	48	.	.	PUNCT
cana-5609	57	1	they	they	PRON
cana-5609	57	2	argue	argue	VERB
cana-5609	57	3	that	that	SCONJ
cana-5609	57	4	while	while	SCONJ
cana-5609	57	5	ai	ai	NOUN
cana-5609	57	6	can	can	AUX
cana-5609	57	7	drive	drive	VERB
cana-5609	57	8	social	social	ADJ
cana-5609	57	9	and	and	CCONJ
cana-5609	57	10	environmental	environmental	ADJ
cana-5609	57	11	benefits	benefit	NOUN
cana-5609	57	12	,	,	PUNCT
cana-5609	57	13	regulatory	regulatory	ADJ
cana-5609	57	14	mechanisms	mechanism	NOUN
cana-5609	57	15	are	be	AUX
cana-5609	57	16	necessary	necessary	ADJ
cana-5609	57	17	to	to	PART
cana-5609	57	18	manage	manage	VERB
cana-5609	57	19	risks	risk	NOUN
cana-5609	57	20	such	such	ADJ
cana-5609	57	21	as	as	ADP
cana-5609	57	22	algorithmic	algorithmic	ADJ
cana-5609	57	23	bias	bias	NOUN
cana-5609	57	24	and	and	CCONJ
cana-5609	57	25	data	datum	NOUN
cana-5609	57	26	privacy	privacy	NOUN
cana-5609	57	27	violations	violation	NOUN
cana-5609	57	28	.	.	PUNCT
cana-5609	58	1	“	"	PUNCT
cana-5609	58	2	the	the	DET
cana-5609	58	3	role	role	NOUN
cana-5609	58	4	of	of	ADP
cana-5609	58	5	law	law	NOUN
cana-5609	58	6	in	in	ADP
cana-5609	58	7	regulating	regulate	VERB
cana-5609	58	8	artificial	artificial	ADJ
cana-5609	58	9	intelligence	intelligence	NOUN
cana-5609	58	10	and	and	CCONJ
cana-5609	58	11	machine	machine	NOUN
cana-5609	58	12	learning	learning	NOUN
cana-5609	58	13	:	:	PUNCT
cana-5609	58	14	a	a	DET
cana-5609	58	15	policy	policy	NOUN
cana-5609	58	16	framework	framework	NOUN
cana-5609	58	17	”	"	PUNCT
cana-5609	58	18	by	by	ADP
cana-5609	58	19	m.	m.	PROPN
cana-5609	58	20	k.	k.	PROPN
cana-5609	58	21	smith	smith	PROPN
cana-5609	58	22	(	(	PUNCT
cana-5609	58	23	2021)16	2021)16	NUM
cana-5609	58	24	smith	smith	PROPN
cana-5609	58	25	examines	examine	VERB
cana-5609	58	26	existing	exist	VERB
cana-5609	58	27	legal	legal	ADJ
cana-5609	58	28	frameworks	framework	NOUN
cana-5609	58	29	for	for	ADP
cana-5609	58	30	ai	ai	NOUN
cana-5609	58	31	and	and	CCONJ
cana-5609	58	32	proposes	propose	VERB
cana-5609	58	33	a	a	DET
cana-5609	58	34	policy	policy	NOUN
cana-5609	58	35	framework	framework	NOUN
cana-5609	58	36	to	to	PART
cana-5609	58	37	ensure	ensure	VERB
cana-5609	58	38	ai	ai	NOUN
cana-5609	58	39	is	be	AUX
cana-5609	58	40	deployed	deploy	VERB
cana-5609	58	41	responsibly	responsibly	ADV
cana-5609	58	42	.	.	PUNCT
cana-5609	59	1	emphasizing	emphasize	VERB
cana-5609	59	2	the	the	DET
cana-5609	59	3	need	need	NOUN
cana-5609	59	4	for	for	ADP
cana-5609	59	5	international	international	ADJ
cana-5609	59	6	collaboration	collaboration	NOUN
cana-5609	59	7	,	,	PUNCT
cana-5609	59	8	the	the	DET
cana-5609	59	9	paper	paper	NOUN
cana-5609	59	10	advocates	advocate	VERB
cana-5609	59	11	for	for	ADP
cana-5609	59	12	laws	law	NOUN
cana-5609	59	13	that	that	PRON
cana-5609	59	14	ensure	ensure	VERB
cana-5609	59	15	ai	ai	VERB
cana-5609	59	16	technologies	technology	NOUN
cana-5609	59	17	contribute	contribute	VERB
cana-5609	59	18	to	to	ADP
cana-5609	59	19	sustainable	sustainable	ADJ
cana-5609	59	20	development	development	NOUN
cana-5609	59	21	while	while	SCONJ
cana-5609	59	22	addressing	address	VERB
cana-5609	59	23	ethical	ethical	ADJ
cana-5609	59	24	concerns	concern	NOUN
cana-5609	59	25	,	,	PUNCT
cana-5609	59	26	such	such	ADJ
cana-5609	59	27	as	as	ADP
cana-5609	59	28	bias	bias	NOUN
cana-5609	59	29	and	and	CCONJ
cana-5609	59	30	accountability	accountability	NOUN
cana-5609	59	31	.	.	PUNCT
cana-5609	60	1	“	"	PUNCT
cana-5609	60	2	regulating	regulate	VERB
cana-5609	60	3	artificial	artificial	ADJ
cana-5609	60	4	intelligence	intelligence	NOUN
cana-5609	60	5	:	:	PUNCT
cana-5609	60	6	the	the	DET
cana-5609	60	7	ethical	ethical	ADJ
cana-5609	60	8	and	and	CCONJ
cana-5609	60	9	legal	legal	ADJ
cana-5609	60	10	implications	implication	NOUN
cana-5609	60	11	of	of	ADP
cana-5609	60	12	machine	machine	NOUN
cana-5609	60	13	learning	learning	NOUN
cana-5609	60	14	”	"	PUNCT
cana-5609	60	15	by	by	ADP
cana-5609	60	16	l.	l.	PROPN
cana-5609	60	17	binns	binns	PROPN
cana-5609	60	18	(	(	PUNCT
cana-5609	60	19	2018)17	2018)17	NUM
cana-5609	60	20	binns	binn	NOUN
cana-5609	60	21	delves	delf	NOUN
cana-5609	60	22	into	into	ADP
cana-5609	60	23	the	the	DET
cana-5609	60	24	ethical	ethical	ADJ
cana-5609	60	25	and	and	CCONJ
cana-5609	60	26	legal	legal	ADJ
cana-5609	60	27	challenges	challenge	NOUN
cana-5609	60	28	posed	pose	VERB
cana-5609	60	29	by	by	ADP
cana-5609	60	30	ai	ai	NOUN
cana-5609	60	31	,	,	PUNCT
cana-5609	60	32	focusing	focus	VERB
cana-5609	60	33	on	on	ADP
cana-5609	60	34	privacy	privacy	NOUN
cana-5609	60	35	,	,	PUNCT
cana-5609	60	36	11	11	NUM
cana-5609	60	37	mark	mark	NOUN
cana-5609	60	38	coeckelbergh	coeckelbergh	PROPN
cana-5609	60	39	,	,	PUNCT
cana-5609	60	40	ai	ai	VERB
cana-5609	60	41	ethics	ethic	NOUN
cana-5609	60	42	(	(	PUNCT
cana-5609	60	43	2020	2020	NUM
cana-5609	60	44	)	)	PUNCT
cana-5609	60	45	.	.	PUNCT
cana-5609	61	1	12	12	NUM
cana-5609	61	2	the	the	DET
cana-5609	61	3	world	world	NOUN
cana-5609	61	4	economic	economic	PROPN
cana-5609	61	5	forum	forum	PROPN
cana-5609	61	6	ed	ed	PROPN
cana-5609	61	7	.	.	PROPN
cana-5609	61	8	,	,	PUNCT
cana-5609	61	9	artificial	artificial	ADJ
cana-5609	61	10	intelligence	intelligence	NOUN
cana-5609	61	11	for	for	ADP
cana-5609	61	12	sustainable	sustainable	ADJ
cana-5609	61	13	development	development	NOUN
cana-5609	61	14	goals	goal	NOUN
cana-5609	61	15	(	(	PUNCT
cana-5609	61	16	2020	2020	NUM
cana-5609	61	17	)	)	PUNCT
cana-5609	61	18	.	.	PUNCT
cana-5609	62	1	13	13	NUM
cana-5609	62	2	martin	martin	PROPN
cana-5609	62	3	ford	ford	PROPN
cana-5609	62	4	,	,	PUNCT
cana-5609	62	5	architects	architect	NOUN
cana-5609	62	6	of	of	ADP
cana-5609	62	7	intelligence	intelligence	NOUN
cana-5609	62	8	:	:	PUNCT
cana-5609	62	9	the	the	DET
cana-5609	62	10	truth	truth	NOUN
cana-5609	62	11	about	about	ADP
cana-5609	62	12	ai	ai	VERB
cana-5609	62	13	from	from	ADP
cana-5609	62	14	the	the	DET
cana-5609	62	15	people	people	NOUN
cana-5609	62	16	building	build	VERB
cana-5609	62	17	it	it	PRON
cana-5609	62	18	(	(	PUNCT
cana-5609	62	19	2018	2018	NUM
cana-5609	62	20	)	)	PUNCT
cana-5609	62	21	.	.	PUNCT
cana-5609	63	1	14	14	NUM
cana-5609	63	2	vincent	vincent	PROPN
cana-5609	63	3	c	c	PROPN
cana-5609	63	4	müller	müller	PROPN
cana-5609	63	5	,	,	PUNCT
cana-5609	63	6	the	the	DET
cana-5609	63	7	ethics	ethic	NOUN
cana-5609	63	8	of	of	ADP
cana-5609	63	9	artificial	artificial	ADJ
cana-5609	63	10	intelligence	intelligence	NOUN
cana-5609	63	11	and	and	CCONJ
cana-5609	63	12	robotics	robotic	NOUN
cana-5609	63	13	(	(	PUNCT
cana-5609	63	14	2020	2020	NUM
cana-5609	63	15	)	)	PUNCT
cana-5609	63	16	.	.	PUNCT
cana-5609	64	1	15	15	NUM
cana-5609	64	2	a.	a.	NOUN
cana-5609	64	3	dastin	dastin	PROPN
cana-5609	64	4	&	&	CCONJ
cana-5609	64	5	r.	r.	PROPN
cana-5609	64	6	m	m	PROPN
cana-5609	64	7	taneja	taneja	PROPN
cana-5609	64	8	,	,	PUNCT
cana-5609	64	9	artificial	artificial	ADJ
cana-5609	64	10	intelligence	intelligence	NOUN
cana-5609	64	11	and	and	CCONJ
cana-5609	64	12	the	the	DET
cana-5609	64	13	un	un	PROPN
cana-5609	64	14	’s	’s	PART
cana-5609	64	15	sustainable	sustainable	ADJ
cana-5609	64	16	development	development	NOUN
cana-5609	64	17	goals	goal	NOUN
cana-5609	64	18	:	:	PUNCT
cana-5609	64	19	a	a	DET
cana-5609	64	20	review	review	NOUN
cana-5609	64	21	(	(	PUNCT
cana-5609	64	22	2020	2020	NUM
cana-5609	64	23	)	)	PUNCT
cana-5609	64	24	.	.	PUNCT
cana-5609	65	1	16	16	NUM
cana-5609	65	2	m.	m.	NOUN
cana-5609	65	3	k	k	PROPN
cana-5609	65	4	smith	smith	PROPN
cana-5609	65	5	,	,	PUNCT
cana-5609	65	6	the	the	DET
cana-5609	65	7	role	role	NOUN
cana-5609	65	8	of	of	ADP
cana-5609	65	9	law	law	NOUN
cana-5609	65	10	in	in	ADP
cana-5609	65	11	regulating	regulate	VERB
cana-5609	65	12	artificial	artificial	ADJ
cana-5609	65	13	intelligence	intelligence	NOUN
cana-5609	65	14	and	and	CCONJ
cana-5609	65	15	machine	machine	NOUN
cana-5609	65	16	learning	learning	NOUN
cana-5609	65	17	:	:	PUNCT
cana-5609	65	18	a	a	DET
cana-5609	65	19	policy	policy	NOUN
cana-5609	65	20	framework	framework	NOUN
cana-5609	65	21	(	(	PUNCT
cana-5609	65	22	2021	2021	NUM
cana-5609	65	23	)	)	PUNCT
cana-5609	65	24	.	.	PUNCT
cana-5609	66	1	17	17	NUM
cana-5609	66	2	l	l	NOUN
cana-5609	66	3	binns	binn	NOUN
cana-5609	66	4	,	,	PUNCT
cana-5609	66	5	regulating	regulate	VERB
cana-5609	66	6	artificial	artificial	ADJ
cana-5609	66	7	intelligence	intelligence	NOUN
cana-5609	66	8	:	:	PUNCT
cana-5609	66	9	the	the	DET
cana-5609	66	10	ethical	ethical	ADJ
cana-5609	66	11	and	and	CCONJ
cana-5609	66	12	legal	legal	ADJ
cana-5609	66	13	implications	implication	NOUN
cana-5609	66	14	of	of	ADP
cana-5609	66	15	machine	machine	NOUN
cana-5609	66	16	learning	learning	NOUN
cana-5609	66	17	(	(	PUNCT
cana-5609	66	18	2018	2018	NUM
cana-5609	66	19	)	)	PUNCT
cana-5609	66	20	.	.	PUNCT
cana-5609	67	1	communications	communication	NOUN
cana-5609	67	2	on	on	ADP
cana-5609	67	3	applied	apply	VERB
cana-5609	67	4	nonlinear	nonlinear	ADJ
cana-5609	67	5	analysis	analysis	NOUN
cana-5609	67	6	issn	issn	NOUN
cana-5609	67	7	:	:	PUNCT
cana-5609	67	8	1074	1074	NUM
cana-5609	67	9	-	-	PUNCT
cana-5609	67	10	133x	133x	NUM
cana-5609	67	11	vol	vol	NOUN
cana-5609	67	12	32	32	NUM
cana-5609	67	13	no	no	NOUN
cana-5609	67	14	.	.	PUNCT
cana-5609	68	1	icmasd	icmasd	NOUN
cana-5609	68	2	(	(	PUNCT
cana-5609	68	3	2025	2025	NUM
cana-5609	68	4	)	)	PUNCT
cana-5609	68	5	2127	2127	NUM
cana-5609	68	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	68	7	discrimination	discrimination	NOUN
cana-5609	68	8	,	,	PUNCT
cana-5609	68	9	and	and	CCONJ
cana-5609	68	10	transparency	transparency	NOUN
cana-5609	68	11	.	.	PUNCT
cana-5609	69	1	the	the	DET
cana-5609	69	2	paper	paper	NOUN
cana-5609	69	3	stresses	stress	VERB
cana-5609	69	4	that	that	SCONJ
cana-5609	69	5	robust	robust	ADJ
cana-5609	69	6	legal	legal	ADJ
cana-5609	69	7	frameworks	framework	NOUN
cana-5609	69	8	are	be	AUX
cana-5609	69	9	necessary	necessary	ADJ
cana-5609	69	10	to	to	PART
cana-5609	69	11	ensure	ensure	VERB
cana-5609	69	12	ai	ai	AUX
cana-5609	69	13	promotes	promote	VERB
cana-5609	69	14	fairness	fairness	NOUN
cana-5609	69	15	and	and	CCONJ
cana-5609	69	16	equity	equity	NOUN
cana-5609	69	17	,	,	PUNCT
cana-5609	69	18	particularly	particularly	ADV
cana-5609	69	19	in	in	ADP
cana-5609	69	20	addressing	address	VERB
cana-5609	69	21	social	social	ADJ
cana-5609	69	22	inequalities	inequality	NOUN
cana-5609	69	23	that	that	PRON
cana-5609	69	24	may	may	AUX
cana-5609	69	25	arise	arise	VERB
cana-5609	69	26	from	from	ADP
cana-5609	69	27	biased	biased	ADJ
cana-5609	69	28	algorithms	algorithm	NOUN
cana-5609	69	29	or	or	CCONJ
cana-5609	69	30	inadequate	inadequate	ADJ
cana-5609	69	31	data	datum	NOUN
cana-5609	69	32	privacy	privacy	NOUN
cana-5609	69	33	protections	protection	NOUN
cana-5609	69	34	.	.	PUNCT
cana-5609	70	1	“	"	PUNCT
cana-5609	70	2	ai	ai	VERB
cana-5609	70	3	and	and	CCONJ
cana-5609	70	4	machine	machine	NOUN
cana-5609	70	5	learning	learning	NOUN
cana-5609	70	6	in	in	ADP
cana-5609	70	7	environmental	environmental	ADJ
cana-5609	70	8	sustainability	sustainability	NOUN
cana-5609	70	9	:	:	PUNCT
cana-5609	70	10	opportunities	opportunity	NOUN
cana-5609	70	11	and	and	CCONJ
cana-5609	70	12	challenges	challenge	NOUN
cana-5609	70	13	”	"	PUNCT
cana-5609	70	14	by	by	ADP
cana-5609	70	15	c.	c.	PROPN
cana-5609	70	16	r.	r.	PROPN
cana-5609	70	17	garcia	garcia	PROPN
cana-5609	70	18	&	&	CCONJ
cana-5609	70	19	e.	e.	PROPN
cana-5609	70	20	l.	l.	PROPN
cana-5609	70	21	hansen	hansen	PROPN
cana-5609	70	22	(	(	PUNCT
cana-5609	70	23	2022)18	2022)18	NUM
cana-5609	70	24	garcia	garcia	PROPN
cana-5609	70	25	and	and	CCONJ
cana-5609	70	26	hansen	hansen	PROPN
cana-5609	70	27	explore	explore	PROPN
cana-5609	70	28	ai	ai	PROPN
cana-5609	70	29	’s	’s	PART
cana-5609	70	30	potential	potential	NOUN
cana-5609	70	31	to	to	PART
cana-5609	70	32	address	address	VERB
cana-5609	70	33	environmental	environmental	ADJ
cana-5609	70	34	issues	issue	NOUN
cana-5609	70	35	like	like	ADP
cana-5609	70	36	climate	climate	NOUN
cana-5609	70	37	change	change	NOUN
cana-5609	70	38	and	and	CCONJ
cana-5609	70	39	resource	resource	NOUN
cana-5609	70	40	management	management	NOUN
cana-5609	70	41	.	.	PUNCT
cana-5609	71	1	they	they	PRON
cana-5609	71	2	emphasize	emphasize	VERB
cana-5609	71	3	that	that	SCONJ
cana-5609	71	4	while	while	SCONJ
cana-5609	71	5	ai	ai	VERB
cana-5609	71	6	can	can	AUX
cana-5609	71	7	optimize	optimize	VERB
cana-5609	71	8	energy	energy	NOUN
cana-5609	71	9	use	use	NOUN
cana-5609	71	10	and	and	CCONJ
cana-5609	71	11	reduce	reduce	VERB
cana-5609	71	12	waste	waste	NOUN
cana-5609	71	13	,	,	PUNCT
cana-5609	71	14	its	its	PRON
cana-5609	71	15	development	development	NOUN
cana-5609	71	16	must	must	AUX
cana-5609	71	17	be	be	AUX
cana-5609	71	18	governed	govern	VERB
cana-5609	71	19	by	by	ADP
cana-5609	71	20	policies	policy	NOUN
cana-5609	71	21	that	that	PRON
cana-5609	71	22	prioritize	prioritize	VERB
cana-5609	71	23	environmental	environmental	ADJ
cana-5609	71	24	sustainability	sustainability	NOUN
cana-5609	71	25	,	,	PUNCT
cana-5609	71	26	reducing	reduce	VERB
cana-5609	71	27	ai	ai	PROPN
cana-5609	71	28	’s	’s	PART
cana-5609	71	29	own	own	ADJ
cana-5609	71	30	ecological	ecological	ADJ
cana-5609	71	31	footprint	footprint	NOUN
cana-5609	71	32	.	.	PUNCT
cana-5609	72	1	“	"	PUNCT
cana-5609	72	2	data	data	NOUN
cana-5609	72	3	protection	protection	NOUN
cana-5609	72	4	and	and	CCONJ
cana-5609	72	5	privacy	privacy	NOUN
cana-5609	72	6	in	in	ADP
cana-5609	72	7	the	the	DET
cana-5609	72	8	age	age	NOUN
cana-5609	72	9	of	of	ADP
cana-5609	72	10	ai	ai	NOUN
cana-5609	72	11	:	:	PUNCT
cana-5609	72	12	legal	legal	ADJ
cana-5609	72	13	perspectives	perspective	NOUN
cana-5609	72	14	on	on	ADP
cana-5609	72	15	regulation	regulation	NOUN
cana-5609	72	16	”	"	PUNCT
cana-5609	72	17	by	by	ADP
cana-5609	72	18	s.	s.	PROPN
cana-5609	72	19	l.	l.	PROPN
cana-5609	72	20	jenkins	jenkins	PROPN
cana-5609	72	21	(	(	PUNCT
cana-5609	72	22	2019)19	2019)19	NUM
cana-5609	72	23	jenkins	jenkins	PROPN
cana-5609	72	24	discusses	discuss	VERB
cana-5609	72	25	the	the	DET
cana-5609	72	26	critical	critical	ADJ
cana-5609	72	27	legal	legal	ADJ
cana-5609	72	28	issues	issue	NOUN
cana-5609	72	29	surrounding	surround	VERB
cana-5609	72	30	data	datum	NOUN
cana-5609	72	31	privacy	privacy	NOUN
cana-5609	72	32	and	and	CCONJ
cana-5609	72	33	protection	protection	NOUN
cana-5609	72	34	as	as	ADP
cana-5609	72	35	ai	ai	PROPN
cana-5609	72	36	technologies	technology	NOUN
cana-5609	72	37	become	become	VERB
cana-5609	72	38	increasingly	increasingly	ADV
cana-5609	72	39	data	data	NOUN
cana-5609	72	40	-	-	PUNCT
cana-5609	72	41	driven	drive	VERB
cana-5609	72	42	.	.	PUNCT
cana-5609	73	1	drawing	draw	VERB
cana-5609	73	2	on	on	ADP
cana-5609	73	3	legal	legal	ADJ
cana-5609	73	4	frameworks	framework	NOUN
cana-5609	73	5	such	such	ADJ
cana-5609	73	6	as	as	ADP
cana-5609	73	7	the	the	DET
cana-5609	73	8	gdpr	gdpr	NOUN
cana-5609	73	9	,	,	PUNCT
cana-5609	73	10	the	the	DET
cana-5609	73	11	article	article	NOUN
cana-5609	73	12	highlights	highlight	VERB
cana-5609	73	13	the	the	DET
cana-5609	73	14	need	need	NOUN
cana-5609	73	15	for	for	ADP
cana-5609	73	16	regulations	regulation	NOUN
cana-5609	73	17	that	that	PRON
cana-5609	73	18	ensure	ensure	VERB
cana-5609	73	19	ai	ai	VERB
cana-5609	73	20	systems	system	NOUN
cana-5609	73	21	do	do	AUX
cana-5609	73	22	not	not	PART
cana-5609	73	23	compromise	compromise	VERB
cana-5609	73	24	individuals	individual	NOUN
cana-5609	73	25	'	'	PART
cana-5609	73	26	privacy	privacy	NOUN
cana-5609	73	27	and	and	CCONJ
cana-5609	73	28	rights	right	NOUN
cana-5609	73	29	while	while	SCONJ
cana-5609	73	30	enabling	enable	VERB
cana-5609	73	31	innovation	innovation	NOUN
cana-5609	73	32	.	.	PUNCT
cana-5609	74	1	research	research	NOUN
cana-5609	74	2	methodology	methodology	NOUN
cana-5609	74	3	this	this	DET
cana-5609	74	4	research	research	NOUN
cana-5609	74	5	adopts	adopt	VERB
cana-5609	74	6	a	a	DET
cana-5609	74	7	doctrinal	doctrinal	ADJ
cana-5609	74	8	research	research	NOUN
cana-5609	74	9	methodology	methodology	NOUN
cana-5609	74	10	,	,	PUNCT
cana-5609	74	11	focusing	focus	VERB
cana-5609	74	12	on	on	ADP
cana-5609	74	13	the	the	DET
cana-5609	74	14	examination	examination	NOUN
cana-5609	74	15	and	and	CCONJ
cana-5609	74	16	analysis	analysis	NOUN
cana-5609	74	17	of	of	ADP
cana-5609	74	18	existing	exist	VERB
cana-5609	74	19	legal	legal	ADJ
cana-5609	74	20	principles	principle	NOUN
cana-5609	74	21	,	,	PUNCT
cana-5609	74	22	frameworks	framework	NOUN
cana-5609	74	23	,	,	PUNCT
cana-5609	74	24	and	and	CCONJ
cana-5609	74	25	literature	literature	NOUN
cana-5609	74	26	surrounding	surround	VERB
cana-5609	74	27	artificial	artificial	ADJ
cana-5609	74	28	intelligence	intelligence	NOUN
cana-5609	74	29	(	(	PUNCT
cana-5609	74	30	ai	ai	NOUN
cana-5609	74	31	)	)	PUNCT
cana-5609	74	32	and	and	CCONJ
cana-5609	74	33	machine	machine	NOUN
cana-5609	74	34	learning	learning	NOUN
cana-5609	74	35	(	(	PUNCT
cana-5609	74	36	ml	ml	NOUN
cana-5609	74	37	)	)	PUNCT
cana-5609	74	38	in	in	ADP
cana-5609	74	39	the	the	DET
cana-5609	74	40	context	context	NOUN
cana-5609	74	41	of	of	ADP
cana-5609	74	42	sustainable	sustainable	ADJ
cana-5609	74	43	development	development	NOUN
cana-5609	74	44	.	.	PUNCT
cana-5609	75	1	the	the	DET
cana-5609	75	2	study	study	NOUN
cana-5609	75	3	will	will	AUX
cana-5609	75	4	engage	engage	VERB
cana-5609	75	5	in	in	ADP
cana-5609	75	6	an	an	DET
cana-5609	75	7	indepth	indepth	ADJ
cana-5609	75	8	review	review	NOUN
cana-5609	75	9	of	of	ADP
cana-5609	75	10	primary	primary	ADJ
cana-5609	75	11	and	and	CCONJ
cana-5609	75	12	secondary	secondary	ADJ
cana-5609	75	13	legal	legal	ADJ
cana-5609	75	14	sources	source	NOUN
cana-5609	75	15	,	,	PUNCT
cana-5609	75	16	including	include	VERB
cana-5609	75	17	statutes	statute	NOUN
cana-5609	75	18	,	,	PUNCT
cana-5609	75	19	international	international	ADJ
cana-5609	75	20	treaties	treaty	NOUN
cana-5609	75	21	,	,	PUNCT
cana-5609	75	22	case	case	NOUN
cana-5609	75	23	law	law	NOUN
cana-5609	75	24	,	,	PUNCT
cana-5609	75	25	regulatory	regulatory	ADJ
cana-5609	75	26	guidelines	guideline	NOUN
cana-5609	75	27	,	,	PUNCT
cana-5609	75	28	and	and	CCONJ
cana-5609	75	29	academic	academic	ADJ
cana-5609	75	30	articles	article	NOUN
cana-5609	75	31	.	.	PUNCT
cana-5609	76	1	by	by	ADP
cana-5609	76	2	analyzing	analyze	VERB
cana-5609	76	3	these	these	DET
cana-5609	76	4	legal	legal	ADJ
cana-5609	76	5	texts	text	NOUN
cana-5609	76	6	,	,	PUNCT
cana-5609	76	7	the	the	DET
cana-5609	76	8	research	research	NOUN
cana-5609	76	9	aims	aim	VERB
cana-5609	76	10	to	to	PART
cana-5609	76	11	identify	identify	VERB
cana-5609	76	12	the	the	DET
cana-5609	76	13	legal	legal	ADJ
cana-5609	76	14	principles	principle	NOUN
cana-5609	76	15	governing	govern	VERB
cana-5609	76	16	ai	ai	VERB
cana-5609	76	17	and	and	CCONJ
cana-5609	76	18	ml	ml	PROPN
cana-5609	76	19	technologies	technology	NOUN
cana-5609	76	20	,	,	PUNCT
cana-5609	76	21	evaluate	evaluate	VERB
cana-5609	76	22	their	their	PRON
cana-5609	76	23	alignment	alignment	NOUN
cana-5609	76	24	with	with	ADP
cana-5609	76	25	sustainable	sustainable	ADJ
cana-5609	76	26	development	development	NOUN
cana-5609	76	27	goals	goal	NOUN
cana-5609	76	28	,	,	PUNCT
cana-5609	76	29	and	and	CCONJ
cana-5609	76	30	uncover	uncover	VERB
cana-5609	76	31	gaps	gap	NOUN
cana-5609	76	32	in	in	ADP
cana-5609	76	33	current	current	ADJ
cana-5609	76	34	legal	legal	ADJ
cana-5609	76	35	frameworks	framework	NOUN
cana-5609	76	36	that	that	PRON
cana-5609	76	37	may	may	AUX
cana-5609	76	38	hinder	hinder	VERB
cana-5609	76	39	the	the	DET
cana-5609	76	40	responsible	responsible	ADJ
cana-5609	76	41	deployment	deployment	NOUN
cana-5609	76	42	of	of	ADP
cana-5609	76	43	these	these	DET
cana-5609	76	44	technologies	technology	NOUN
cana-5609	76	45	.	.	PUNCT
cana-5609	77	1	this	this	DET
cana-5609	77	2	doctrinal	doctrinal	ADJ
cana-5609	77	3	approach	approach	NOUN
cana-5609	77	4	allows	allow	VERB
cana-5609	77	5	for	for	ADP
cana-5609	77	6	a	a	DET
cana-5609	77	7	systematic	systematic	ADJ
cana-5609	77	8	exploration	exploration	NOUN
cana-5609	77	9	of	of	ADP
cana-5609	77	10	how	how	SCONJ
cana-5609	77	11	laws	law	NOUN
cana-5609	77	12	and	and	CCONJ
cana-5609	77	13	regulations	regulation	NOUN
cana-5609	77	14	currently	currently	ADV
cana-5609	77	15	address	address	VERB
cana-5609	77	16	issues	issue	NOUN
cana-5609	77	17	such	such	ADJ
cana-5609	77	18	as	as	ADP
cana-5609	77	19	data	data	NOUN
cana-5609	77	20	privacy	privacy	NOUN
cana-5609	77	21	,	,	PUNCT
cana-5609	77	22	fairness	fairness	NOUN
cana-5609	77	23	,	,	PUNCT
cana-5609	77	24	accountability	accountability	NOUN
cana-5609	77	25	,	,	PUNCT
cana-5609	77	26	and	and	CCONJ
cana-5609	77	27	ethical	ethical	ADJ
cana-5609	77	28	ai	ai	NOUN
cana-5609	77	29	use	use	NOUN
cana-5609	77	30	,	,	PUNCT
cana-5609	77	31	and	and	CCONJ
cana-5609	77	32	how	how	SCONJ
cana-5609	77	33	these	these	DET
cana-5609	77	34	regulations	regulation	NOUN
cana-5609	77	35	can	can	AUX
cana-5609	77	36	be	be	AUX
cana-5609	77	37	improved	improve	VERB
cana-5609	77	38	to	to	PART
cana-5609	77	39	ensure	ensure	VERB
cana-5609	77	40	that	that	SCONJ
cana-5609	77	41	ai	ai	VERB
cana-5609	77	42	innovations	innovation	NOUN
cana-5609	77	43	contribute	contribute	VERB
cana-5609	77	44	to	to	ADP
cana-5609	77	45	global	global	ADJ
cana-5609	77	46	sustainability	sustainability	NOUN
cana-5609	77	47	in	in	ADP
cana-5609	77	48	an	an	DET
cana-5609	77	49	equitable	equitable	ADJ
cana-5609	77	50	and	and	CCONJ
cana-5609	77	51	ethical	ethical	ADJ
cana-5609	77	52	manner	manner	NOUN
cana-5609	77	53	.	.	PUNCT
cana-5609	78	1	through	through	ADP
cana-5609	78	2	this	this	DET
cana-5609	78	3	analysis	analysis	NOUN
cana-5609	78	4	,	,	PUNCT
cana-5609	78	5	the	the	DET
cana-5609	78	6	research	research	NOUN
cana-5609	78	7	will	will	AUX
cana-5609	78	8	provide	provide	VERB
cana-5609	78	9	insights	insight	NOUN
cana-5609	78	10	into	into	ADP
cana-5609	78	11	the	the	DET
cana-5609	78	12	evolution	evolution	NOUN
cana-5609	78	13	of	of	ADP
cana-5609	78	14	legal	legal	ADJ
cana-5609	78	15	thought	thought	NOUN
cana-5609	78	16	regarding	regard	VERB
cana-5609	78	17	ai	ai	ADV
cana-5609	78	18	and	and	CCONJ
cana-5609	78	19	propose	propose	VERB
cana-5609	78	20	legal	legal	ADJ
cana-5609	78	21	reforms	reform	NOUN
cana-5609	78	22	to	to	PART
cana-5609	78	23	support	support	VERB
cana-5609	78	24	sustainable	sustainable	ADJ
cana-5609	78	25	development	development	NOUN
cana-5609	78	26	initiatives	initiative	NOUN
cana-5609	78	27	.	.	PUNCT
cana-5609	79	1	the	the	DET
cana-5609	79	2	role	role	NOUN
cana-5609	79	3	of	of	ADP
cana-5609	79	4	ai	ai	PROPN
cana-5609	79	5	and	and	CCONJ
cana-5609	79	6	ml	ml	X
cana-5609	79	7	in	in	ADP
cana-5609	79	8	achieving	achieve	VERB
cana-5609	79	9	sustainable	sustainable	ADJ
cana-5609	79	10	development	development	NOUN
cana-5609	79	11	goals	goal	NOUN
cana-5609	79	12	artificial	artificial	ADJ
cana-5609	79	13	intelligence	intelligence	NOUN
cana-5609	79	14	(	(	PUNCT
cana-5609	79	15	ai	ai	NOUN
cana-5609	79	16	)	)	PUNCT
cana-5609	79	17	and	and	CCONJ
cana-5609	79	18	machine	machine	NOUN
cana-5609	79	19	learning	learning	NOUN
cana-5609	79	20	(	(	PUNCT
cana-5609	79	21	ml	ml	NOUN
cana-5609	79	22	)	)	PUNCT
cana-5609	79	23	have	have	AUX
cana-5609	79	24	emerged	emerge	VERB
cana-5609	79	25	as	as	ADP
cana-5609	79	26	transformative	transformative	ADJ
cana-5609	79	27	technologies	technology	NOUN
cana-5609	79	28	,	,	PUNCT
cana-5609	79	29	offering	offer	VERB
cana-5609	79	30	innovative	innovative	ADJ
cana-5609	79	31	solutions	solution	NOUN
cana-5609	79	32	to	to	ADP
cana-5609	79	33	some	some	PRON
cana-5609	79	34	of	of	ADP
cana-5609	79	35	the	the	DET
cana-5609	79	36	world	world	NOUN
cana-5609	79	37	’s	’s	PART
cana-5609	79	38	most	most	ADV
cana-5609	79	39	pressing	pressing	ADJ
cana-5609	79	40	challenges	challenge	NOUN
cana-5609	79	41	.	.	PUNCT
cana-5609	80	1	the	the	DET
cana-5609	80	2	united	united	PROPN
cana-5609	80	3	nations	nations	PROPN
cana-5609	80	4	'	'	PART
cana-5609	80	5	sustainable	sustainable	ADJ
cana-5609	80	6	development	development	NOUN
cana-5609	80	7	goals	goal	NOUN
cana-5609	80	8	(	(	PUNCT
cana-5609	80	9	sdgs	sdgs	ADJ
cana-5609	80	10	)	)	PUNCT
cana-5609	80	11	provide	provide	VERB
cana-5609	80	12	a	a	DET
cana-5609	80	13	roadmap	roadmap	NOUN
cana-5609	80	14	for	for	ADP
cana-5609	80	15	achieving	achieve	VERB
cana-5609	80	16	global	global	ADJ
cana-5609	80	17	prosperity	prosperity	NOUN
cana-5609	80	18	,	,	PUNCT
cana-5609	80	19	equity	equity	NOUN
cana-5609	80	20	,	,	PUNCT
cana-5609	80	21	and	and	CCONJ
cana-5609	80	22	environmental	environmental	ADJ
cana-5609	80	23	sustainability	sustainability	NOUN
cana-5609	80	24	by	by	ADP
cana-5609	80	25	2030.20ai	2030.20ai	NUM
cana-5609	80	26	and	and	CCONJ
cana-5609	80	27	ml	ml	CCONJ
cana-5609	80	28	,	,	PUNCT
cana-5609	80	29	with	with	ADP
cana-5609	80	30	their	their	PRON
cana-5609	80	31	capacity	capacity	NOUN
cana-5609	80	32	to	to	PART
cana-5609	80	33	analyze	analyze	VERB
cana-5609	80	34	vast	vast	ADJ
cana-5609	80	35	amounts	amount	NOUN
cana-5609	80	36	of	of	ADP
cana-5609	80	37	data	datum	NOUN
cana-5609	80	38	,	,	PUNCT
cana-5609	80	39	automate	automate	NOUN
cana-5609	80	40	processes	process	NOUN
cana-5609	80	41	,	,	PUNCT
cana-5609	80	42	and	and	CCONJ
cana-5609	80	43	uncover	uncover	VERB
cana-5609	80	44	hidden	hide	VERB
cana-5609	80	45	patterns	pattern	NOUN
cana-5609	80	46	,	,	PUNCT
cana-5609	80	47	have	have	VERB
cana-5609	80	48	significant	significant	ADJ
cana-5609	80	49	potential	potential	NOUN
cana-5609	80	50	to	to	PART
cana-5609	80	51	contribute	contribute	VERB
cana-5609	80	52	to	to	ADP
cana-5609	80	53	the	the	DET
cana-5609	80	54	18	18	NUM
cana-5609	80	55	c.	c.	PROPN
cana-5609	80	56	r.	r.	PROPN
cana-5609	80	57	garcia	garcia	PROPN
cana-5609	80	58	&	&	CCONJ
cana-5609	80	59	e.	e.	PROPN
cana-5609	80	60	l	l	PROPN
cana-5609	80	61	hansen	hansen	PROPN
cana-5609	80	62	,	,	PUNCT
cana-5609	80	63	ai	ai	VERB
cana-5609	80	64	and	and	CCONJ
cana-5609	80	65	machine	machine	NOUN
cana-5609	80	66	learning	learning	NOUN
cana-5609	80	67	in	in	ADP
cana-5609	80	68	environmental	environmental	ADJ
cana-5609	80	69	sustainability	sustainability	NOUN
cana-5609	80	70	:	:	PUNCT
cana-5609	80	71	opportunities	opportunity	NOUN
cana-5609	80	72	and	and	CCONJ
cana-5609	80	73	challenges	challenge	NOUN
cana-5609	80	74	(	(	PUNCT
cana-5609	80	75	2022	2022	NUM
cana-5609	80	76	)	)	PUNCT
cana-5609	80	77	.	.	PUNCT
cana-5609	81	1	19	19	NUM
cana-5609	81	2	s.	s.	PROPN
cana-5609	81	3	l	l	PROPN
cana-5609	81	4	jenkins	jenkins	PROPN
cana-5609	81	5	,	,	PUNCT
cana-5609	81	6	data	datum	NOUN
cana-5609	81	7	protection	protection	NOUN
cana-5609	81	8	and	and	CCONJ
cana-5609	81	9	privacy	privacy	NOUN
cana-5609	81	10	in	in	ADP
cana-5609	81	11	the	the	DET
cana-5609	81	12	age	age	NOUN
cana-5609	81	13	of	of	ADP
cana-5609	81	14	ai	ai	NOUN
cana-5609	81	15	:	:	PUNCT
cana-5609	81	16	legal	legal	ADJ
cana-5609	81	17	perspectives	perspective	NOUN
cana-5609	81	18	on	on	ADP
cana-5609	81	19	regulation	regulation	NOUN
cana-5609	81	20	(	(	PUNCT
cana-5609	81	21	2019	2019	NUM
cana-5609	81	22	)	)	PUNCT
cana-5609	81	23	.	.	PUNCT
cana-5609	82	1	20	20	NUM
cana-5609	82	2	transforming	transform	VERB
cana-5609	82	3	our	our	PRON
cana-5609	82	4	world	world	NOUN
cana-5609	82	5	:	:	PUNCT
cana-5609	82	6	the	the	DET
cana-5609	82	7	2030	2030	NUM
cana-5609	82	8	agenda	agenda	NOUN
cana-5609	82	9	for	for	ADP
cana-5609	82	10	sustainable	sustainable	ADJ
cana-5609	82	11	development	development	NOUN
cana-5609	82	12	,	,	PUNCT
cana-5609	82	13	u.n	u.n	PROPN
cana-5609	82	14	.	.	PROPN
cana-5609	82	15	g.a	g.a	PROPN
cana-5609	82	16	.	.	PROPN
cana-5609	82	17	a	a	DET
cana-5609	82	18	/	/	SYM
cana-5609	82	19	res/70/1	res/70/1	NOUN
cana-5609	82	20	communications	communication	NOUN
cana-5609	82	21	on	on	ADP
cana-5609	82	22	applied	apply	VERB
cana-5609	82	23	nonlinear	nonlinear	ADJ
cana-5609	82	24	analysis	analysis	NOUN
cana-5609	82	25	issn	issn	NOUN
cana-5609	82	26	:	:	PUNCT
cana-5609	82	27	1074	1074	NUM
cana-5609	82	28	-	-	PUNCT
cana-5609	82	29	133x	133x	NUM
cana-5609	82	30	vol	vol	NOUN
cana-5609	82	31	32	32	NUM
cana-5609	82	32	no	no	NOUN
cana-5609	82	33	.	.	PUNCT
cana-5609	83	1	icmasd	icmasd	NOUN
cana-5609	83	2	(	(	PUNCT
cana-5609	83	3	2025	2025	NUM
cana-5609	83	4	)	)	PUNCT
cana-5609	83	5	2128	2128	NUM
cana-5609	84	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	84	2	realization	realization	NOUN
cana-5609	84	3	of	of	ADP
cana-5609	84	4	these	these	DET
cana-5609	84	5	goals	goal	NOUN
cana-5609	84	6	.	.	PUNCT
cana-5609	85	1	in	in	ADP
cana-5609	85	2	particular	particular	ADJ
cana-5609	85	3	,	,	PUNCT
cana-5609	85	4	these	these	DET
cana-5609	85	5	technologies	technology	NOUN
cana-5609	85	6	are	be	AUX
cana-5609	85	7	transforming	transform	VERB
cana-5609	85	8	sectors	sector	NOUN
cana-5609	85	9	such	such	ADJ
cana-5609	85	10	as	as	ADP
cana-5609	85	11	healthcare	healthcare	NOUN
cana-5609	85	12	,	,	PUNCT
cana-5609	85	13	agriculture	agriculture	NOUN
cana-5609	85	14	,	,	PUNCT
cana-5609	85	15	energy	energy	NOUN
cana-5609	85	16	,	,	PUNCT
cana-5609	85	17	education	education	NOUN
cana-5609	85	18	,	,	PUNCT
cana-5609	85	19	and	and	CCONJ
cana-5609	85	20	environmental	environmental	ADJ
cana-5609	85	21	sustainability	sustainability	NOUN
cana-5609	85	22	,	,	PUNCT
cana-5609	85	23	driving	drive	VERB
cana-5609	85	24	both	both	CCONJ
cana-5609	85	25	social	social	ADJ
cana-5609	85	26	and	and	CCONJ
cana-5609	85	27	economic	economic	ADJ
cana-5609	85	28	progress	progress	NOUN
cana-5609	85	29	while	while	SCONJ
cana-5609	85	30	mitigating	mitigate	VERB
cana-5609	85	31	the	the	DET
cana-5609	85	32	negative	negative	ADJ
cana-5609	85	33	impacts	impact	NOUN
cana-5609	85	34	of	of	ADP
cana-5609	85	35	human	human	ADJ
cana-5609	85	36	activity	activity	NOUN
cana-5609	85	37	on	on	ADP
cana-5609	85	38	the	the	DET
cana-5609	85	39	planet.21	planet.21	NOUN
cana-5609	85	40	in	in	ADP
cana-5609	85	41	the	the	DET
cana-5609	85	42	field	field	NOUN
cana-5609	85	43	of	of	ADP
cana-5609	85	44	healthcare	healthcare	PROPN
cana-5609	85	45	,	,	PUNCT
cana-5609	85	46	ai	ai	VERB
cana-5609	85	47	and	and	CCONJ
cana-5609	85	48	ml	ml	PROPN
cana-5609	85	49	are	be	AUX
cana-5609	85	50	revolutionizing	revolutionize	VERB
cana-5609	85	51	the	the	DET
cana-5609	85	52	way	way	NOUN
cana-5609	85	53	medical	medical	ADJ
cana-5609	85	54	professionals	professional	NOUN
cana-5609	85	55	diagnose	diagnose	VERB
cana-5609	85	56	and	and	CCONJ
cana-5609	85	57	treat	treat	VERB
cana-5609	85	58	diseases	disease	NOUN
cana-5609	85	59	,	,	PUNCT
cana-5609	85	60	ensuring	ensure	VERB
cana-5609	85	61	healthier	healthy	ADJ
cana-5609	85	62	lives	life	NOUN
cana-5609	85	63	and	and	CCONJ
cana-5609	85	64	well	well	ADV
cana-5609	85	65	-	-	PUNCT
cana-5609	85	66	being	being	NOUN
cana-5609	85	67	,	,	PUNCT
cana-5609	85	68	which	which	PRON
cana-5609	85	69	is	be	AUX
cana-5609	85	70	at	at	ADP
cana-5609	85	71	the	the	DET
cana-5609	85	72	heart	heart	NOUN
cana-5609	85	73	of	of	ADP
cana-5609	85	74	sdg	sdg	NOUN
cana-5609	85	75	3	3	NUM
cana-5609	85	76	.	.	PUNCT
cana-5609	85	77	ai	ai	AUX
cana-5609	85	78	-	-	PUNCT
cana-5609	85	79	powered	power	VERB
cana-5609	85	80	algorithms	algorithm	NOUN
cana-5609	85	81	can	can	AUX
cana-5609	85	82	sift	sift	VERB
cana-5609	85	83	through	through	ADP
cana-5609	85	84	massive	massive	ADJ
cana-5609	85	85	medical	medical	ADJ
cana-5609	85	86	datasets	dataset	NOUN
cana-5609	85	87	to	to	PART
cana-5609	85	88	identify	identify	VERB
cana-5609	85	89	patterns	pattern	NOUN
cana-5609	85	90	and	and	CCONJ
cana-5609	85	91	diagnose	diagnose	NOUN
cana-5609	85	92	conditions	condition	NOUN
cana-5609	85	93	more	more	ADV
cana-5609	85	94	accurately	accurately	ADV
cana-5609	85	95	and	and	CCONJ
cana-5609	85	96	faster	fast	ADJ
cana-5609	85	97	than	than	ADP
cana-5609	85	98	traditional	traditional	ADJ
cana-5609	85	99	methods.22	methods.22	NOUN
cana-5609	85	100	for	for	ADP
cana-5609	85	101	example	example	NOUN
cana-5609	85	102	,	,	PUNCT
cana-5609	85	103	ai	ai	INTJ
cana-5609	85	104	has	have	AUX
cana-5609	85	105	been	be	AUX
cana-5609	85	106	used	use	VERB
cana-5609	85	107	to	to	PART
cana-5609	85	108	detect	detect	VERB
cana-5609	85	109	early	early	ADJ
cana-5609	85	110	signs	sign	NOUN
cana-5609	85	111	of	of	ADP
cana-5609	85	112	diseases	disease	NOUN
cana-5609	85	113	such	such	ADJ
cana-5609	85	114	as	as	ADP
cana-5609	85	115	cancer	cancer	NOUN
cana-5609	85	116	,	,	PUNCT
cana-5609	85	117	diabetes	diabetes	NOUN
cana-5609	85	118	,	,	PUNCT
cana-5609	85	119	and	and	CCONJ
cana-5609	85	120	heart	heart	NOUN
cana-5609	85	121	conditions	condition	NOUN
cana-5609	85	122	through	through	ADP
cana-5609	85	123	the	the	DET
cana-5609	85	124	analysis	analysis	NOUN
cana-5609	85	125	of	of	ADP
cana-5609	85	126	medical	medical	ADJ
cana-5609	85	127	images	image	NOUN
cana-5609	85	128	and	and	CCONJ
cana-5609	85	129	genetic	genetic	ADJ
cana-5609	85	130	data	datum	NOUN
cana-5609	85	131	.	.	PUNCT
cana-5609	86	1	these	these	DET
cana-5609	86	2	technologies	technology	NOUN
cana-5609	86	3	not	not	PART
cana-5609	86	4	only	only	ADV
cana-5609	86	5	increase	increase	VERB
cana-5609	86	6	the	the	DET
cana-5609	86	7	accuracy	accuracy	NOUN
cana-5609	86	8	of	of	ADP
cana-5609	86	9	diagnostics	diagnostic	NOUN
cana-5609	86	10	but	but	CCONJ
cana-5609	86	11	also	also	ADV
cana-5609	86	12	improve	improve	VERB
cana-5609	86	13	patient	patient	ADJ
cana-5609	86	14	outcomes	outcome	NOUN
cana-5609	86	15	by	by	ADP
cana-5609	86	16	enabling	enable	VERB
cana-5609	86	17	more	more	ADJ
cana-5609	86	18	personalized	personalized	ADJ
cana-5609	86	19	treatment	treatment	NOUN
cana-5609	86	20	plans	plan	NOUN
cana-5609	86	21	.	.	PUNCT
cana-5609	87	1	furthermore	furthermore	ADV
cana-5609	87	2	,	,	PUNCT
cana-5609	87	3	ai	ai	VERB
cana-5609	87	4	is	be	AUX
cana-5609	87	5	helping	help	VERB
cana-5609	87	6	to	to	PART
cana-5609	87	7	bridge	bridge	VERB
cana-5609	87	8	the	the	DET
cana-5609	87	9	healthcare	healthcare	NOUN
cana-5609	87	10	gap	gap	NOUN
cana-5609	87	11	in	in	ADP
cana-5609	87	12	underserved	underserved	ADJ
cana-5609	87	13	regions	region	NOUN
cana-5609	87	14	by	by	ADP
cana-5609	87	15	providing	provide	VERB
cana-5609	87	16	access	access	NOUN
cana-5609	87	17	to	to	ADP
cana-5609	87	18	remote	remote	ADJ
cana-5609	87	19	diagnosis	diagnosis	NOUN
cana-5609	87	20	and	and	CCONJ
cana-5609	87	21	virtual	virtual	ADJ
cana-5609	87	22	consultations	consultation	NOUN
cana-5609	87	23	,	,	PUNCT
cana-5609	87	24	making	make	VERB
cana-5609	87	25	healthcare	healthcare	NOUN
cana-5609	87	26	services	service	NOUN
cana-5609	87	27	more	more	ADV
cana-5609	87	28	accessible	accessible	ADJ
cana-5609	87	29	to	to	ADP
cana-5609	87	30	populations	population	NOUN
cana-5609	87	31	who	who	PRON
cana-5609	87	32	might	might	AUX
cana-5609	87	33	otherwise	otherwise	ADV
cana-5609	87	34	be	be	AUX
cana-5609	87	35	excluded	exclude	VERB
cana-5609	87	36	.	.	PUNCT
cana-5609	88	1	ai	ai	VERB
cana-5609	88	2	and	and	CCONJ
cana-5609	88	3	ml	ml	AUX
cana-5609	88	4	also	also	ADV
cana-5609	88	5	play	play	VERB
cana-5609	88	6	a	a	DET
cana-5609	88	7	pivotal	pivotal	ADJ
cana-5609	88	8	role	role	NOUN
cana-5609	88	9	in	in	ADP
cana-5609	88	10	ensuring	ensure	VERB
cana-5609	88	11	food	food	NOUN
cana-5609	88	12	security	security	NOUN
cana-5609	88	13	and	and	CCONJ
cana-5609	88	14	promoting	promote	VERB
cana-5609	88	15	sustainable	sustainable	ADJ
cana-5609	88	16	agriculture	agriculture	NOUN
cana-5609	88	17	,	,	PUNCT
cana-5609	88	18	which	which	PRON
cana-5609	88	19	are	be	AUX
cana-5609	88	20	central	central	ADJ
cana-5609	88	21	to	to	ADP
cana-5609	88	22	sdg	sdg	NOUN
cana-5609	88	23	2	2	NUM
cana-5609	88	24	.	.	PUNCT
cana-5609	89	1	with	with	ADP
cana-5609	89	2	the	the	DET
cana-5609	89	3	global	global	ADJ
cana-5609	89	4	population	population	NOUN
cana-5609	89	5	expected	expect	VERB
cana-5609	89	6	to	to	PART
cana-5609	89	7	reach	reach	VERB
cana-5609	89	8	9.7	9.7	NUM
cana-5609	89	9	billion	billion	NUM
cana-5609	89	10	by	by	ADP
cana-5609	89	11	2050	2050	NUM
cana-5609	89	12	,	,	PUNCT
cana-5609	89	13	food	food	NOUN
cana-5609	89	14	production	production	NOUN
cana-5609	89	15	must	must	AUX
cana-5609	89	16	increase	increase	VERB
cana-5609	89	17	while	while	SCONJ
cana-5609	89	18	minimizing	minimize	VERB
cana-5609	89	19	the	the	DET
cana-5609	89	20	environmental	environmental	ADJ
cana-5609	89	21	footprint	footprint	NOUN
cana-5609	89	22	of	of	ADP
cana-5609	89	23	agriculture	agriculture	NOUN
cana-5609	89	24	.	.	PUNCT
cana-5609	90	1	ai	ai	VERB
cana-5609	90	2	technologies	technology	NOUN
cana-5609	90	3	are	be	AUX
cana-5609	90	4	addressing	address	VERB
cana-5609	90	5	this	this	DET
cana-5609	90	6	challenge	challenge	NOUN
cana-5609	90	7	by	by	ADP
cana-5609	90	8	enabling	enable	VERB
cana-5609	90	9	farmers	farmer	NOUN
cana-5609	90	10	to	to	PART
cana-5609	90	11	optimize	optimize	VERB
cana-5609	90	12	crop	crop	NOUN
cana-5609	90	13	production	production	NOUN
cana-5609	90	14	through	through	ADP
cana-5609	90	15	precision	precision	NOUN
cana-5609	90	16	agriculture	agriculture	NOUN
cana-5609	90	17	.	.	PUNCT
cana-5609	91	1	machine	machine	NOUN
cana-5609	91	2	learning	learn	VERB
cana-5609	91	3	algorithms	algorithm	NOUN
cana-5609	91	4	can	can	AUX
cana-5609	91	5	analyze	analyze	VERB
cana-5609	91	6	weather	weather	NOUN
cana-5609	91	7	patterns	pattern	NOUN
cana-5609	91	8	,	,	PUNCT
cana-5609	91	9	soil	soil	NOUN
cana-5609	91	10	conditions	condition	NOUN
cana-5609	91	11	,	,	PUNCT
cana-5609	91	12	and	and	CCONJ
cana-5609	91	13	crop	crop	NOUN
cana-5609	91	14	health	health	NOUN
cana-5609	91	15	to	to	PART
cana-5609	91	16	provide	provide	VERB
cana-5609	91	17	actionable	actionable	ADJ
cana-5609	91	18	insights	insight	NOUN
cana-5609	91	19	,	,	PUNCT
cana-5609	91	20	helping	help	VERB
cana-5609	91	21	farmers	farmer	NOUN
cana-5609	91	22	make	make	VERB
cana-5609	91	23	data	datum	NOUN
cana-5609	91	24	-	-	PUNCT
cana-5609	91	25	driven	drive	VERB
cana-5609	91	26	decisions	decision	NOUN
cana-5609	91	27	about	about	ADP
cana-5609	91	28	irrigation	irrigation	NOUN
cana-5609	91	29	,	,	PUNCT
cana-5609	91	30	fertilization	fertilization	NOUN
cana-5609	91	31	,	,	PUNCT
cana-5609	91	32	and	and	CCONJ
cana-5609	91	33	pest	pest	VERB
cana-5609	91	34	management.23	management.23	NOUN
cana-5609	91	35	this	this	DET
cana-5609	91	36	results	result	NOUN
cana-5609	91	37	in	in	ADP
cana-5609	91	38	better	well	ADJ
cana-5609	91	39	resource	resource	NOUN
cana-5609	91	40	management	management	NOUN
cana-5609	91	41	,	,	PUNCT
cana-5609	91	42	higher	high	ADJ
cana-5609	91	43	yields	yield	NOUN
cana-5609	91	44	,	,	PUNCT
cana-5609	91	45	and	and	CCONJ
cana-5609	91	46	reduced	reduced	ADJ
cana-5609	91	47	waste	waste	NOUN
cana-5609	91	48	.	.	PUNCT
cana-5609	92	1	additionally	additionally	ADV
cana-5609	92	2	,	,	PUNCT
cana-5609	92	3	ai	ai	AUX
cana-5609	92	4	applications	application	NOUN
cana-5609	92	5	are	be	AUX
cana-5609	92	6	improving	improve	VERB
cana-5609	92	7	the	the	DET
cana-5609	92	8	agricultural	agricultural	ADJ
cana-5609	92	9	supply	supply	NOUN
cana-5609	92	10	chain	chain	NOUN
cana-5609	92	11	,	,	PUNCT
cana-5609	92	12	reducing	reduce	VERB
cana-5609	92	13	inefficiencies	inefficiency	NOUN
cana-5609	92	14	that	that	PRON
cana-5609	92	15	contribute	contribute	VERB
cana-5609	92	16	to	to	ADP
cana-5609	92	17	food	food	NOUN
cana-5609	92	18	waste.24	waste.24	NOUN
cana-5609	92	19	for	for	ADP
cana-5609	92	20	instance	instance	NOUN
cana-5609	92	21	,	,	PUNCT
cana-5609	92	22	predictive	predictive	ADJ
cana-5609	92	23	models	model	NOUN
cana-5609	92	24	can	can	AUX
cana-5609	92	25	help	help	VERB
cana-5609	92	26	forecast	forecast	VERB
cana-5609	92	27	demand	demand	NOUN
cana-5609	92	28	and	and	CCONJ
cana-5609	92	29	optimize	optimize	VERB
cana-5609	92	30	food	food	NOUN
cana-5609	92	31	distribution	distribution	NOUN
cana-5609	92	32	,	,	PUNCT
cana-5609	92	33	ensuring	ensure	VERB
cana-5609	92	34	that	that	SCONJ
cana-5609	92	35	food	food	NOUN
cana-5609	92	36	reaches	reach	VERB
cana-5609	92	37	areas	area	NOUN
cana-5609	92	38	of	of	ADP
cana-5609	92	39	need	need	NOUN
cana-5609	92	40	while	while	SCONJ
cana-5609	92	41	minimizing	minimize	VERB
cana-5609	92	42	overproduction	overproduction	NOUN
cana-5609	92	43	.	.	PUNCT
cana-5609	93	1	when	when	SCONJ
cana-5609	93	2	it	it	PRON
cana-5609	93	3	comes	come	VERB
cana-5609	93	4	to	to	ADP
cana-5609	93	5	climate	climate	NOUN
cana-5609	93	6	action	action	NOUN
cana-5609	93	7	and	and	CCONJ
cana-5609	93	8	environmental	environmental	ADJ
cana-5609	93	9	sustainability	sustainability	NOUN
cana-5609	93	10	,	,	PUNCT
cana-5609	93	11	ai	ai	VERB
cana-5609	93	12	and	and	CCONJ
cana-5609	93	13	ml	ml	AUX
cana-5609	93	14	are	be	AUX
cana-5609	93	15	powerful	powerful	ADJ
cana-5609	93	16	tools	tool	NOUN
cana-5609	93	17	in	in	ADP
cana-5609	93	18	tackling	tackle	VERB
cana-5609	93	19	sdgs	sdgs	ADJ
cana-5609	93	20	6	6	NUM
cana-5609	93	21	(	(	PUNCT
cana-5609	93	22	clean	clean	ADJ
cana-5609	93	23	water	water	NOUN
cana-5609	93	24	and	and	CCONJ
cana-5609	93	25	sanitation	sanitation	NOUN
cana-5609	93	26	)	)	PUNCT
cana-5609	93	27	,	,	PUNCT
cana-5609	93	28	13	13	NUM
cana-5609	93	29	(	(	PUNCT
cana-5609	93	30	climate	climate	NOUN
cana-5609	93	31	action	action	NOUN
cana-5609	93	32	)	)	PUNCT
cana-5609	93	33	,	,	PUNCT
cana-5609	93	34	14	14	NUM
cana-5609	93	35	(	(	PUNCT
cana-5609	93	36	life	life	NOUN
cana-5609	93	37	below	below	ADP
cana-5609	93	38	water	water	NOUN
cana-5609	93	39	)	)	PUNCT
cana-5609	93	40	,	,	PUNCT
cana-5609	93	41	and	and	CCONJ
cana-5609	93	42	15	15	NUM
cana-5609	93	43	(	(	PUNCT
cana-5609	93	44	life	life	NOUN
cana-5609	93	45	on	on	ADP
cana-5609	93	46	land	land	NOUN
cana-5609	93	47	)	)	PUNCT
cana-5609	93	48	.	.	PUNCT
cana-5609	94	1	climate	climate	NOUN
cana-5609	94	2	change	change	NOUN
cana-5609	94	3	is	be	AUX
cana-5609	94	4	one	one	NUM
cana-5609	94	5	of	of	ADP
cana-5609	94	6	the	the	DET
cana-5609	94	7	most	most	ADV
cana-5609	94	8	significant	significant	ADJ
cana-5609	94	9	challenges	challenge	NOUN
cana-5609	94	10	facing	face	VERB
cana-5609	94	11	humanity	humanity	NOUN
cana-5609	94	12	,	,	PUNCT
cana-5609	94	13	and	and	CCONJ
cana-5609	94	14	ai	ai	VERB
cana-5609	94	15	offers	offer	VERB
cana-5609	94	16	novel	novel	ADJ
cana-5609	94	17	solutions	solution	NOUN
cana-5609	94	18	for	for	ADP
cana-5609	94	19	monitoring	monitoring	NOUN
cana-5609	94	20	and	and	CCONJ
cana-5609	94	21	mitigating	mitigate	VERB
cana-5609	94	22	its	its	PRON
cana-5609	94	23	effects	effect	NOUN
cana-5609	94	24	.	.	PUNCT
cana-5609	95	1	through	through	ADP
cana-5609	95	2	machine	machine	NOUN
cana-5609	95	3	learning	learning	NOUN
cana-5609	95	4	,	,	PUNCT
cana-5609	95	5	scientists	scientist	NOUN
cana-5609	95	6	can	can	AUX
cana-5609	95	7	analyze	analyze	VERB
cana-5609	95	8	vast	vast	ADJ
cana-5609	95	9	datasets	dataset	NOUN
cana-5609	95	10	from	from	ADP
cana-5609	95	11	satellite	satellite	NOUN
cana-5609	95	12	imagery	imagery	NOUN
cana-5609	95	13	,	,	PUNCT
cana-5609	95	14	weather	weather	NOUN
cana-5609	95	15	reports	report	NOUN
cana-5609	95	16	,	,	PUNCT
cana-5609	95	17	and	and	CCONJ
cana-5609	95	18	environmental	environmental	ADJ
cana-5609	95	19	sensors	sensor	NOUN
cana-5609	95	20	to	to	PART
cana-5609	95	21	predict	predict	VERB
cana-5609	95	22	weather	weather	NOUN
cana-5609	95	23	patterns	pattern	NOUN
cana-5609	95	24	,	,	PUNCT
cana-5609	95	25	track	track	NOUN
cana-5609	95	26	deforestation	deforestation	NOUN
cana-5609	95	27	,	,	PUNCT
cana-5609	95	28	monitor	monitor	VERB
cana-5609	95	29	pollution	pollution	NOUN
cana-5609	95	30	,	,	PUNCT
cana-5609	95	31	and	and	CCONJ
cana-5609	95	32	assess	assess	VERB
cana-5609	95	33	the	the	DET
cana-5609	95	34	impact	impact	NOUN
cana-5609	95	35	of	of	ADP
cana-5609	95	36	climate	climate	NOUN
cana-5609	95	37	change	change	NOUN
cana-5609	95	38	on	on	ADP
cana-5609	95	39	ecosystems.25	ecosystems.25	NOUN
cana-5609	95	40	these	these	DET
cana-5609	95	41	technologies	technology	NOUN
cana-5609	95	42	also	also	ADV
cana-5609	95	43	help	help	VERB
cana-5609	95	44	improve	improve	VERB
cana-5609	95	45	disaster	disaster	NOUN
cana-5609	95	46	response	response	NOUN
cana-5609	95	47	by	by	ADP
cana-5609	95	48	predicting	predict	VERB
cana-5609	95	49	extreme	extreme	ADJ
cana-5609	95	50	weather	weather	NOUN
cana-5609	95	51	21	21	NUM
cana-5609	95	52	maria	maria	PROPN
cana-5609	95	53	e	e	PROPN
cana-5609	95	54	mondejar	mondejar	NOUN
cana-5609	95	55	et	et	PROPN
cana-5609	95	56	al	al	PROPN
cana-5609	95	57	.	.	PROPN
cana-5609	95	58	,	,	PUNCT
cana-5609	95	59	digitalization	digitalization	NOUN
cana-5609	95	60	to	to	PART
cana-5609	95	61	achieve	achieve	VERB
cana-5609	95	62	sustainable	sustainable	ADJ
cana-5609	95	63	development	development	NOUN
cana-5609	95	64	goals	goal	NOUN
cana-5609	95	65	:	:	PUNCT
cana-5609	95	66	steps	step	NOUN
cana-5609	95	67	towards	towards	ADP
cana-5609	95	68	a	a	DET
cana-5609	95	69	smart	smart	ADJ
cana-5609	95	70	green	green	ADJ
cana-5609	95	71	planet	planet	NOUN
cana-5609	95	72	,	,	PUNCT
cana-5609	95	73	794	794	NUM
cana-5609	95	74	science	science	NOUN
cana-5609	95	75	of	of	ADP
cana-5609	95	76	the	the	DET
cana-5609	95	77	total	total	ADJ
cana-5609	95	78	environment	environment	NOUN
cana-5609	95	79	148539	148539	NUM
cana-5609	95	80	(	(	PUNCT
cana-5609	95	81	2021	2021	NUM
cana-5609	95	82	)	)	PUNCT
cana-5609	95	83	.	.	PUNCT
cana-5609	96	1	22	22	NUM
cana-5609	96	2	shuroug	shuroug	NOUN
cana-5609	96	3	a	a	DET
cana-5609	96	4	alowais	alowais	NOUN
cana-5609	96	5	et	et	PROPN
cana-5609	96	6	al	al	PROPN
cana-5609	96	7	.	.	PROPN
cana-5609	96	8	,	,	PUNCT
cana-5609	96	9	revolutionizing	revolutionize	VERB
cana-5609	96	10	healthcare	healthcare	PROPN
cana-5609	96	11	:	:	PUNCT
cana-5609	96	12	the	the	DET
cana-5609	96	13	role	role	NOUN
cana-5609	96	14	of	of	ADP
cana-5609	96	15	artificial	artificial	ADJ
cana-5609	96	16	intelligence	intelligence	NOUN
cana-5609	96	17	in	in	ADP
cana-5609	96	18	clinical	clinical	ADJ
cana-5609	96	19	practice	practice	NOUN
cana-5609	96	20	,	,	PUNCT
cana-5609	96	21	23	23	NUM
cana-5609	96	22	bmc	bmc	ADJ
cana-5609	96	23	medical	medical	ADJ
cana-5609	96	24	education	education	NOUN
cana-5609	96	25	689	689	NUM
cana-5609	96	26	(	(	PUNCT
cana-5609	96	27	2023	2023	NUM
cana-5609	96	28	)	)	PUNCT
cana-5609	96	29	.	.	PUNCT
cana-5609	97	1	23	23	NUM
cana-5609	97	2	md	md	PROPN
cana-5609	97	3	azhad	azhad	VERB
cana-5609	97	4	hossain	hossain	PROPN
cana-5609	97	5	et	et	PROPN
cana-5609	97	6	al	al	PROPN
cana-5609	97	7	.	.	PROPN
cana-5609	97	8	,	,	PUNCT
cana-5609	97	9	smart	smart	ADJ
cana-5609	97	10	farming	farming	NOUN
cana-5609	97	11	revolution	revolution	NOUN
cana-5609	97	12	:	:	PUNCT
cana-5609	97	13	ai	ai	VERB
cana-5609	97	14	-	-	PUNCT
cana-5609	97	15	powered	power	VERB
cana-5609	97	16	solutions	solution	NOUN
cana-5609	97	17	for	for	ADP
cana-5609	97	18	sustainable	sustainable	ADJ
cana-5609	97	19	growth	growth	NOUN
cana-5609	97	20	and	and	CCONJ
cana-5609	97	21	profit	profit	NOUN
cana-5609	97	22	,	,	PUNCT
cana-5609	97	23	23	23	NUM
cana-5609	97	24	journal	journal	NOUN
cana-5609	97	25	of	of	ADP
cana-5609	97	26	management	management	NOUN
cana-5609	97	27	world	world	NOUN
cana-5609	97	28	10	10	NUM
cana-5609	97	29	-	-	SYM
cana-5609	97	30	17	17	NUM
cana-5609	97	31	(	(	PUNCT
cana-5609	97	32	2025	2025	NUM
cana-5609	97	33	)	)	PUNCT
cana-5609	97	34	.	.	PUNCT
cana-5609	98	1	24	24	NUM
cana-5609	98	2	sambandh	sambandh	NOUN
cana-5609	98	3	bhusan	bhusan	NOUN
cana-5609	98	4	dhal	dhal	NOUN
cana-5609	98	5	&	&	CCONJ
cana-5609	98	6	debashish	debashish	PROPN
cana-5609	98	7	kar	kar	PROPN
cana-5609	98	8	,	,	PUNCT
cana-5609	98	9	transforming	transform	VERB
cana-5609	98	10	agricultural	agricultural	ADJ
cana-5609	98	11	productivity	productivity	NOUN
cana-5609	98	12	with	with	ADP
cana-5609	98	13	ai	ai	ADJ
cana-5609	98	14	-	-	PUNCT
cana-5609	98	15	driven	drive	VERB
cana-5609	98	16	forecasting	forecasting	NOUN
cana-5609	98	17	:	:	PUNCT
cana-5609	98	18	innovations	innovation	NOUN
cana-5609	98	19	in	in	ADP
cana-5609	98	20	food	food	NOUN
cana-5609	98	21	security	security	NOUN
cana-5609	98	22	and	and	CCONJ
cana-5609	98	23	supply	supply	NOUN
cana-5609	98	24	chain	chain	NOUN
cana-5609	98	25	optimization	optimization	NOUN
cana-5609	98	26	,	,	PUNCT
cana-5609	98	27	6	6	NUM
cana-5609	98	28	forecasting	forecast	VERB
cana-5609	98	29	925	925	NUM
cana-5609	98	30	-	-	SYM
cana-5609	98	31	95	95	NUM
cana-5609	98	32	(	(	PUNCT
cana-5609	98	33	2024	2024	NUM
cana-5609	98	34	)	)	PUNCT
cana-5609	98	35	.	.	PUNCT
cana-5609	99	1	25	25	NUM
cana-5609	99	2	david	david	PROPN
cana-5609	99	3	b.	b.	PROPN
cana-5609	99	4	olawade	olawade	PROPN
cana-5609	99	5	et	et	PROPN
cana-5609	99	6	al	al	PROPN
cana-5609	99	7	,	,	PUNCT
cana-5609	99	8	artificial	artificial	ADJ
cana-5609	99	9	intelligence	intelligence	NOUN
cana-5609	99	10	in	in	ADP
cana-5609	99	11	environmental	environmental	ADJ
cana-5609	99	12	monitoring	monitoring	NOUN
cana-5609	99	13	:	:	PUNCT
cana-5609	99	14	advancements	advancement	NOUN
cana-5609	99	15	,	,	PUNCT
cana-5609	99	16	challenges	challenge	NOUN
cana-5609	99	17	,	,	PUNCT
cana-5609	99	18	and	and	CCONJ
cana-5609	99	19	future	future	ADJ
cana-5609	99	20	directions	direction	NOUN
cana-5609	99	21	,	,	PUNCT
cana-5609	99	22	12	12	NUM
cana-5609	99	23	hygiene	hygiene	NOUN
cana-5609	99	24	and	and	CCONJ
cana-5609	99	25	environmental	environmental	ADJ
cana-5609	99	26	health	health	NOUN
cana-5609	99	27	advances	advance	VERB
cana-5609	99	28	100	100	NUM
cana-5609	99	29	-	-	SYM
cana-5609	99	30	114	114	NUM
cana-5609	99	31	(	(	PUNCT
cana-5609	99	32	2024	2024	NUM
cana-5609	99	33	)	)	PUNCT
cana-5609	99	34	.	.	PUNCT
cana-5609	100	1	communications	communication	NOUN
cana-5609	100	2	on	on	ADP
cana-5609	100	3	applied	apply	VERB
cana-5609	100	4	nonlinear	nonlinear	ADJ
cana-5609	100	5	analysis	analysis	NOUN
cana-5609	100	6	issn	issn	NOUN
cana-5609	100	7	:	:	PUNCT
cana-5609	100	8	1074	1074	NUM
cana-5609	100	9	-	-	PUNCT
cana-5609	100	10	133x	133x	NUM
cana-5609	100	11	vol	vol	NOUN
cana-5609	100	12	32	32	NUM
cana-5609	100	13	no	no	NOUN
cana-5609	100	14	.	.	PUNCT
cana-5609	101	1	icmasd	icmasd	NOUN
cana-5609	101	2	(	(	PUNCT
cana-5609	101	3	2025	2025	NUM
cana-5609	101	4	)	)	PUNCT
cana-5609	101	5	2129	2129	NUM
cana-5609	102	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	102	2	events	event	NOUN
cana-5609	102	3	such	such	ADJ
cana-5609	102	4	as	as	ADP
cana-5609	102	5	hurricanes	hurricane	NOUN
cana-5609	102	6	,	,	PUNCT
cana-5609	102	7	floods	flood	NOUN
cana-5609	102	8	,	,	PUNCT
cana-5609	102	9	and	and	CCONJ
cana-5609	102	10	wildfires	wildfire	VERB
cana-5609	102	11	,	,	PUNCT
cana-5609	102	12	thus	thus	ADV
cana-5609	102	13	enabling	enable	VERB
cana-5609	102	14	better	well	ADJ
cana-5609	102	15	preparedness	preparedness	NOUN
cana-5609	102	16	and	and	CCONJ
cana-5609	102	17	resource	resource	NOUN
cana-5609	102	18	allocation	allocation	NOUN
cana-5609	102	19	.	.	PUNCT
cana-5609	103	1	furthermore	furthermore	ADV
cana-5609	103	2	,	,	PUNCT
cana-5609	103	3	ai	ai	ADJ
cana-5609	103	4	-	-	PUNCT
cana-5609	103	5	driven	drive	VERB
cana-5609	103	6	smart	smart	ADJ
cana-5609	103	7	grids	grid	NOUN
cana-5609	103	8	optimize	optimize	VERB
cana-5609	103	9	energy	energy	NOUN
cana-5609	103	10	usage	usage	NOUN
cana-5609	103	11	,	,	PUNCT
cana-5609	103	12	reduce	reduce	VERB
cana-5609	103	13	waste	waste	NOUN
cana-5609	103	14	,	,	PUNCT
cana-5609	103	15	and	and	CCONJ
cana-5609	103	16	facilitate	facilitate	VERB
cana-5609	103	17	the	the	DET
cana-5609	103	18	integration	integration	NOUN
cana-5609	103	19	of	of	ADP
cana-5609	103	20	renewable	renewable	ADJ
cana-5609	103	21	energy	energy	NOUN
cana-5609	103	22	sources	source	NOUN
cana-5609	103	23	like	like	ADP
cana-5609	103	24	solar	solar	ADJ
cana-5609	103	25	and	and	CCONJ
cana-5609	103	26	wind	wind	NOUN
cana-5609	103	27	power	power	NOUN
cana-5609	103	28	into	into	ADP
cana-5609	103	29	the	the	DET
cana-5609	103	30	grid	grid	NOUN
cana-5609	103	31	,	,	PUNCT
cana-5609	103	32	promoting	promote	VERB
cana-5609	103	33	cleaner	clean	ADJ
cana-5609	103	34	and	and	CCONJ
cana-5609	103	35	more	more	ADV
cana-5609	103	36	efficient	efficient	ADJ
cana-5609	103	37	energy	energy	NOUN
cana-5609	103	38	systems	system	NOUN
cana-5609	103	39	.	.	PUNCT
cana-5609	104	1	ai	ai	AUX
cana-5609	104	2	and	and	CCONJ
cana-5609	104	3	ml	ml	NOUN
cana-5609	104	4	are	be	AUX
cana-5609	104	5	also	also	ADV
cana-5609	104	6	contributing	contribute	VERB
cana-5609	104	7	to	to	ADP
cana-5609	104	8	the	the	DET
cana-5609	104	9	global	global	ADJ
cana-5609	104	10	effort	effort	NOUN
cana-5609	104	11	to	to	PART
cana-5609	104	12	provide	provide	VERB
cana-5609	104	13	quality	quality	NOUN
cana-5609	104	14	education	education	NOUN
cana-5609	104	15	(	(	PUNCT
cana-5609	104	16	sdg	sdg	NOUN
cana-5609	104	17	4	4	NUM
cana-5609	104	18	)	)	PUNCT
cana-5609	104	19	and	and	CCONJ
cana-5609	104	20	reduce	reduce	VERB
cana-5609	104	21	inequality	inequality	NOUN
cana-5609	104	22	(	(	PUNCT
cana-5609	104	23	sdg	sdg	NOUN
cana-5609	104	24	10	10	NUM
cana-5609	104	25	)	)	PUNCT
cana-5609	104	26	.	.	PUNCT
cana-5609	105	1	in	in	ADP
cana-5609	105	2	education	education	NOUN
cana-5609	105	3	,	,	PUNCT
cana-5609	105	4	ai	ai	ADJ
cana-5609	105	5	-	-	PUNCT
cana-5609	105	6	powered	power	VERB
cana-5609	105	7	platforms	platform	NOUN
cana-5609	105	8	are	be	AUX
cana-5609	105	9	enabling	enable	VERB
cana-5609	105	10	personalized	personalize	VERB
cana-5609	105	11	learning	learning	NOUN
cana-5609	105	12	by	by	ADP
cana-5609	105	13	adapting	adapt	VERB
cana-5609	105	14	content	content	NOUN
cana-5609	105	15	and	and	CCONJ
cana-5609	105	16	teaching	teaching	NOUN
cana-5609	105	17	methods	method	NOUN
cana-5609	105	18	to	to	ADP
cana-5609	105	19	the	the	DET
cana-5609	105	20	individual	individual	ADJ
cana-5609	105	21	needs	need	NOUN
cana-5609	105	22	of	of	ADP
cana-5609	105	23	students	student	NOUN
cana-5609	105	24	.	.	PUNCT
cana-5609	106	1	by	by	ADP
cana-5609	106	2	analyzing	analyze	VERB
cana-5609	106	3	data	datum	NOUN
cana-5609	106	4	on	on	ADP
cana-5609	106	5	student	student	NOUN
cana-5609	106	6	performance	performance	NOUN
cana-5609	106	7	,	,	PUNCT
cana-5609	106	8	ai	ai	AUX
cana-5609	106	9	systems	system	NOUN
cana-5609	106	10	can	can	AUX
cana-5609	106	11	provide	provide	VERB
cana-5609	106	12	tailored	tailored	ADJ
cana-5609	106	13	feedback	feedback	NOUN
cana-5609	106	14	,	,	PUNCT
cana-5609	106	15	recommend	recommend	VERB
cana-5609	106	16	resources	resource	NOUN
cana-5609	106	17	,	,	PUNCT
cana-5609	106	18	and	and	CCONJ
cana-5609	106	19	adjust	adjust	VERB
cana-5609	106	20	learning	learn	VERB
cana-5609	106	21	pathways	pathway	NOUN
cana-5609	106	22	to	to	PART
cana-5609	106	23	help	help	VERB
cana-5609	106	24	each	each	DET
cana-5609	106	25	student	student	NOUN
cana-5609	106	26	progress	progress	NOUN
cana-5609	106	27	at	at	ADP
cana-5609	106	28	their	their	PRON
cana-5609	106	29	own	own	ADJ
cana-5609	106	30	pace	pace	NOUN
cana-5609	106	31	.	.	PUNCT
cana-5609	107	1	this	this	DET
cana-5609	107	2	technology	technology	NOUN
cana-5609	107	3	can	can	AUX
cana-5609	107	4	address	address	VERB
cana-5609	107	5	the	the	DET
cana-5609	107	6	diverse	diverse	ADJ
cana-5609	107	7	needs	need	NOUN
cana-5609	107	8	of	of	ADP
cana-5609	107	9	students	student	NOUN
cana-5609	107	10	in	in	ADP
cana-5609	107	11	both	both	CCONJ
cana-5609	107	12	traditional	traditional	ADJ
cana-5609	107	13	and	and	CCONJ
cana-5609	107	14	non	non	ADJ
cana-5609	107	15	-	-	ADJ
cana-5609	107	16	traditional	traditional	ADJ
cana-5609	107	17	learning	learning	NOUN
cana-5609	107	18	environments	environment	NOUN
cana-5609	107	19	.	.	PUNCT
cana-5609	108	1	in	in	ADP
cana-5609	108	2	areas	area	NOUN
cana-5609	108	3	where	where	SCONJ
cana-5609	108	4	access	access	NOUN
cana-5609	108	5	to	to	ADP
cana-5609	108	6	education	education	NOUN
cana-5609	108	7	is	be	AUX
cana-5609	108	8	limited	limited	ADJ
cana-5609	108	9	,	,	PUNCT
cana-5609	108	10	ai	ai	ADJ
cana-5609	108	11	-	-	PUNCT
cana-5609	108	12	powered	power	VERB
cana-5609	108	13	remote	remote	ADJ
cana-5609	108	14	learning	learning	NOUN
cana-5609	108	15	platforms	platform	NOUN
cana-5609	108	16	are	be	AUX
cana-5609	108	17	breaking	break	VERB
cana-5609	108	18	down	down	ADP
cana-5609	108	19	barriers	barrier	NOUN
cana-5609	108	20	by	by	ADP
cana-5609	108	21	providing	provide	VERB
cana-5609	108	22	quality	quality	NOUN
cana-5609	108	23	educational	educational	ADJ
cana-5609	108	24	content	content	NOUN
cana-5609	108	25	to	to	ADP
cana-5609	108	26	students	student	NOUN
cana-5609	108	27	in	in	ADP
cana-5609	108	28	remote	remote	ADJ
cana-5609	108	29	or	or	CCONJ
cana-5609	108	30	underserved	underserved	ADJ
cana-5609	108	31	regions26	regions26	NOUN
cana-5609	108	32	.	.	PUNCT
cana-5609	109	1	moreover	moreover	ADV
cana-5609	109	2	,	,	PUNCT
cana-5609	109	3	ai	ai	VERB
cana-5609	109	4	is	be	AUX
cana-5609	109	5	helping	help	VERB
cana-5609	109	6	to	to	PART
cana-5609	109	7	reduce	reduce	VERB
cana-5609	109	8	inequalities	inequality	NOUN
cana-5609	109	9	in	in	ADP
cana-5609	109	10	education	education	NOUN
cana-5609	109	11	by	by	ADP
cana-5609	109	12	offering	offer	VERB
cana-5609	109	13	support	support	NOUN
cana-5609	109	14	for	for	ADP
cana-5609	109	15	students	student	NOUN
cana-5609	109	16	with	with	ADP
cana-5609	109	17	disabilities	disability	NOUN
cana-5609	109	18	,	,	PUNCT
cana-5609	109	19	such	such	ADJ
cana-5609	109	20	as	as	ADP
cana-5609	109	21	speech	speech	NOUN
cana-5609	109	22	recognition	recognition	NOUN
cana-5609	109	23	systems	system	NOUN
cana-5609	109	24	that	that	PRON
cana-5609	109	25	assist	assist	VERB
cana-5609	109	26	students	student	NOUN
cana-5609	109	27	with	with	ADP
cana-5609	109	28	visual	visual	ADJ
cana-5609	109	29	impairments	impairment	NOUN
cana-5609	109	30	,	,	PUNCT
cana-5609	109	31	making	make	VERB
cana-5609	109	32	learning	learn	VERB
cana-5609	109	33	more	more	ADV
cana-5609	109	34	inclusive	inclusive	ADJ
cana-5609	109	35	.	.	PUNCT
cana-5609	110	1	in	in	ADP
cana-5609	110	2	urban	urban	ADJ
cana-5609	110	3	development	development	NOUN
cana-5609	110	4	,	,	PUNCT
cana-5609	110	5	ai	ai	VERB
cana-5609	110	6	and	and	CCONJ
cana-5609	110	7	ml	ml	AUX
cana-5609	110	8	are	be	AUX
cana-5609	110	9	making	make	VERB
cana-5609	110	10	cities	city	NOUN
cana-5609	110	11	more	more	ADV
cana-5609	110	12	sustainable	sustainable	ADJ
cana-5609	110	13	and	and	CCONJ
cana-5609	110	14	livable	livable	ADJ
cana-5609	110	15	,	,	PUNCT
cana-5609	110	16	directly	directly	ADV
cana-5609	110	17	contributing	contribute	VERB
cana-5609	110	18	to	to	ADP
cana-5609	110	19	sdg	sdg	NOUN
cana-5609	110	20	11	11	NUM
cana-5609	110	21	,	,	PUNCT
cana-5609	110	22	which	which	PRON
cana-5609	110	23	focuses	focus	VERB
cana-5609	110	24	on	on	ADP
cana-5609	110	25	creating	create	VERB
cana-5609	110	26	sustainable	sustainable	ADJ
cana-5609	110	27	cities	city	NOUN
cana-5609	110	28	and	and	CCONJ
cana-5609	110	29	communities	community	NOUN
cana-5609	110	30	.	.	PUNCT
cana-5609	111	1	ai	ai	VERB
cana-5609	111	2	is	be	AUX
cana-5609	111	3	transforming	transform	VERB
cana-5609	111	4	urban	urban	ADJ
cana-5609	111	5	planning	planning	NOUN
cana-5609	111	6	and	and	CCONJ
cana-5609	111	7	management	management	NOUN
cana-5609	111	8	by	by	ADP
cana-5609	111	9	making	make	VERB
cana-5609	111	10	cities	city	NOUN
cana-5609	111	11	smarter	smart	ADJ
cana-5609	111	12	and	and	CCONJ
cana-5609	111	13	more	more	ADV
cana-5609	111	14	efficient	efficient	ADJ
cana-5609	111	15	.	.	PUNCT
cana-5609	112	1	for	for	ADP
cana-5609	112	2	instance	instance	NOUN
cana-5609	112	3	,	,	PUNCT
cana-5609	112	4	ai	ai	VERB
cana-5609	112	5	models	model	NOUN
cana-5609	112	6	can	can	AUX
cana-5609	112	7	optimize	optimize	VERB
cana-5609	112	8	traffic	traffic	NOUN
cana-5609	112	9	flow	flow	NOUN
cana-5609	112	10	,	,	PUNCT
cana-5609	112	11	reducing	reduce	VERB
cana-5609	112	12	congestion	congestion	NOUN
cana-5609	112	13	and	and	CCONJ
cana-5609	112	14	lowering	lower	VERB
cana-5609	112	15	emissions	emission	NOUN
cana-5609	112	16	by	by	ADP
cana-5609	112	17	predicting	predict	VERB
cana-5609	112	18	traffic	traffic	NOUN
cana-5609	112	19	patterns	pattern	NOUN
cana-5609	112	20	and	and	CCONJ
cana-5609	112	21	adjusting	adjust	VERB
cana-5609	112	22	traffic	traffic	NOUN
cana-5609	112	23	light	light	NOUN
cana-5609	112	24	systems	system	NOUN
cana-5609	112	25	accordingly	accordingly	ADV
cana-5609	112	26	.	.	PUNCT
cana-5609	113	1	smart	smart	ADJ
cana-5609	113	2	waste	waste	PROPN
cana-5609	113	3	management	management	NOUN
cana-5609	113	4	systems	system	NOUN
cana-5609	113	5	,	,	PUNCT
cana-5609	113	6	powered	power	VERB
cana-5609	113	7	by	by	ADP
cana-5609	113	8	ai	ai	PROPN
cana-5609	113	9	,	,	PUNCT
cana-5609	113	10	help	help	VERB
cana-5609	113	11	cities	city	NOUN
cana-5609	113	12	reduce	reduce	VERB
cana-5609	113	13	landfill	landfill	NOUN
cana-5609	113	14	waste	waste	NOUN
cana-5609	113	15	by	by	ADP
cana-5609	113	16	optimizing	optimize	VERB
cana-5609	113	17	collection	collection	NOUN
cana-5609	113	18	routes	route	NOUN
cana-5609	113	19	and	and	CCONJ
cana-5609	113	20	promoting	promote	VERB
cana-5609	113	21	recycling.27	recycling.27	PROPN
cana-5609	113	22	additionally	additionally	ADV
cana-5609	113	23	,	,	PUNCT
cana-5609	113	24	ai	ai	AUX
cana-5609	113	25	is	be	AUX
cana-5609	113	26	aiding	aid	VERB
cana-5609	113	27	in	in	ADP
cana-5609	113	28	improving	improve	VERB
cana-5609	113	29	urban	urban	ADJ
cana-5609	113	30	resilience	resilience	NOUN
cana-5609	113	31	by	by	ADP
cana-5609	113	32	predicting	predict	VERB
cana-5609	113	33	the	the	DET
cana-5609	113	34	impacts	impact	NOUN
cana-5609	113	35	of	of	ADP
cana-5609	113	36	climate	climate	NOUN
cana-5609	113	37	change	change	NOUN
cana-5609	113	38	on	on	ADP
cana-5609	113	39	infrastructure	infrastructure	NOUN
cana-5609	113	40	and	and	CCONJ
cana-5609	113	41	helping	help	VERB
cana-5609	113	42	city	city	NOUN
cana-5609	113	43	planners	planner	NOUN
cana-5609	113	44	design	design	VERB
cana-5609	113	45	more	more	ADV
cana-5609	113	46	robust	robust	ADJ
cana-5609	113	47	and	and	CCONJ
cana-5609	113	48	adaptive	adaptive	ADJ
cana-5609	113	49	urban	urban	ADJ
cana-5609	113	50	environments	environment	NOUN
cana-5609	113	51	.	.	PUNCT
cana-5609	114	1	through	through	ADP
cana-5609	114	2	these	these	DET
cana-5609	114	3	efforts	effort	NOUN
cana-5609	114	4	,	,	PUNCT
cana-5609	114	5	ai	ai	VERB
cana-5609	114	6	is	be	AUX
cana-5609	114	7	enhancing	enhance	VERB
cana-5609	114	8	the	the	DET
cana-5609	114	9	quality	quality	NOUN
cana-5609	114	10	of	of	ADP
cana-5609	114	11	life	life	NOUN
cana-5609	114	12	in	in	ADP
cana-5609	114	13	cities	city	NOUN
cana-5609	114	14	,	,	PUNCT
cana-5609	114	15	making	make	VERB
cana-5609	114	16	them	they	PRON
cana-5609	114	17	more	more	ADV
cana-5609	114	18	sustainable	sustainable	ADJ
cana-5609	114	19	,	,	PUNCT
cana-5609	114	20	efficient	efficient	ADJ
cana-5609	114	21	,	,	PUNCT
cana-5609	114	22	and	and	CCONJ
cana-5609	114	23	inclusive	inclusive	ADJ
cana-5609	114	24	.	.	PUNCT
cana-5609	115	1	the	the	DET
cana-5609	115	2	environmental	environmental	ADJ
cana-5609	115	3	applications	application	NOUN
cana-5609	115	4	of	of	ADP
cana-5609	115	5	ai	ai	NOUN
cana-5609	115	6	and	and	CCONJ
cana-5609	115	7	ml	ml	AUX
cana-5609	115	8	also	also	ADV
cana-5609	115	9	extend	extend	VERB
cana-5609	115	10	to	to	ADP
cana-5609	115	11	the	the	DET
cana-5609	115	12	preservation	preservation	NOUN
cana-5609	115	13	of	of	ADP
cana-5609	115	14	biodiversity	biodiversity	NOUN
cana-5609	115	15	and	and	CCONJ
cana-5609	115	16	ecosystems	ecosystem	NOUN
cana-5609	115	17	.	.	PUNCT
cana-5609	116	1	ai	ai	PROPN
cana-5609	116	2	technologies	technology	NOUN
cana-5609	116	3	are	be	AUX
cana-5609	116	4	being	be	AUX
cana-5609	116	5	used	use	VERB
cana-5609	116	6	to	to	PART
cana-5609	116	7	monitor	monitor	VERB
cana-5609	116	8	wildlife	wildlife	NOUN
cana-5609	116	9	populations	population	NOUN
cana-5609	116	10	,	,	PUNCT
cana-5609	116	11	detect	detect	VERB
cana-5609	116	12	illegal	illegal	ADJ
cana-5609	116	13	poaching	poaching	NOUN
cana-5609	116	14	,	,	PUNCT
cana-5609	116	15	and	and	CCONJ
cana-5609	116	16	track	track	NOUN
cana-5609	116	17	deforestation	deforestation	NOUN
cana-5609	116	18	.	.	PUNCT
cana-5609	117	1	by	by	ADP
cana-5609	117	2	processing	process	VERB
cana-5609	117	3	large	large	ADJ
cana-5609	117	4	amounts	amount	NOUN
cana-5609	117	5	of	of	ADP
cana-5609	117	6	environmental	environmental	ADJ
cana-5609	117	7	data	datum	NOUN
cana-5609	117	8	,	,	PUNCT
cana-5609	117	9	machine	machine	NOUN
cana-5609	117	10	learning	learning	NOUN
cana-5609	117	11	models	model	NOUN
cana-5609	117	12	can	can	AUX
cana-5609	117	13	identify	identify	VERB
cana-5609	117	14	early	early	ADJ
cana-5609	117	15	signs	sign	NOUN
cana-5609	117	16	of	of	ADP
cana-5609	117	17	ecosystem	ecosystem	NOUN
cana-5609	117	18	degradation	degradation	NOUN
cana-5609	117	19	and	and	CCONJ
cana-5609	117	20	predict	predict	VERB
cana-5609	117	21	the	the	DET
cana-5609	117	22	impacts	impact	NOUN
cana-5609	117	23	of	of	ADP
cana-5609	117	24	human	human	ADJ
cana-5609	117	25	activity	activity	NOUN
cana-5609	117	26	,	,	PUNCT
cana-5609	117	27	providing	provide	VERB
cana-5609	117	28	critical	critical	ADJ
cana-5609	117	29	information	information	NOUN
cana-5609	117	30	for	for	ADP
cana-5609	117	31	conservation	conservation	NOUN
cana-5609	117	32	efforts28	efforts28	X
cana-5609	117	33	.	.	PUNCT
cana-5609	118	1	for	for	ADP
cana-5609	118	2	example	example	NOUN
cana-5609	118	3	,	,	PUNCT
cana-5609	118	4	ai	ai	VERB
cana-5609	118	5	systems	system	NOUN
cana-5609	118	6	are	be	AUX
cana-5609	118	7	being	be	AUX
cana-5609	118	8	used	use	VERB
cana-5609	118	9	to	to	PART
cana-5609	118	10	analyze	analyze	VERB
cana-5609	118	11	images	image	NOUN
cana-5609	118	12	from	from	ADP
cana-5609	118	13	drones	drone	NOUN
cana-5609	118	14	or	or	CCONJ
cana-5609	118	15	satellites	satellite	NOUN
cana-5609	118	16	to	to	PART
cana-5609	118	17	detect	detect	VERB
cana-5609	118	18	illegal	illegal	ADJ
cana-5609	118	19	logging	logging	NOUN
cana-5609	118	20	or	or	CCONJ
cana-5609	118	21	fishing	fishing	NOUN
cana-5609	118	22	in	in	ADP
cana-5609	118	23	real	real	ADJ
cana-5609	118	24	-	-	PUNCT
cana-5609	118	25	time	time	NOUN
cana-5609	118	26	,	,	PUNCT
cana-5609	118	27	helping	help	VERB
cana-5609	118	28	authorities	authority	NOUN
cana-5609	118	29	respond	respond	VERB
cana-5609	118	30	more	more	ADV
cana-5609	118	31	quickly	quickly	ADV
cana-5609	118	32	to	to	ADP
cana-5609	118	33	environmental	environmental	ADJ
cana-5609	118	34	threats	threat	NOUN
cana-5609	118	35	.	.	PUNCT
cana-5609	119	1	these	these	DET
cana-5609	119	2	efforts	effort	NOUN
cana-5609	119	3	are	be	AUX
cana-5609	119	4	critical	critical	ADJ
cana-5609	119	5	to	to	ADP
cana-5609	119	6	achieving	achieve	VERB
cana-5609	119	7	sdg	sdg	NOUN
cana-5609	119	8	15	15	NUM
cana-5609	119	9	,	,	PUNCT
cana-5609	119	10	which	which	PRON
cana-5609	119	11	calls	call	VERB
cana-5609	119	12	for	for	ADP
cana-5609	119	13	the	the	DET
cana-5609	119	14	protection	protection	NOUN
cana-5609	119	15	of	of	ADP
cana-5609	119	16	life	life	NOUN
cana-5609	119	17	on	on	ADP
cana-5609	119	18	land	land	NOUN
cana-5609	119	19	and	and	CCONJ
cana-5609	119	20	below	below	ADP
cana-5609	119	21	water	water	NOUN
cana-5609	119	22	.	.	PUNCT
cana-5609	120	1	while	while	SCONJ
cana-5609	120	2	ai	ai	VERB
cana-5609	120	3	and	and	CCONJ
cana-5609	120	4	ml	ml	PART
cana-5609	120	5	have	have	VERB
cana-5609	120	6	immense	immense	ADJ
cana-5609	120	7	potential	potential	NOUN
cana-5609	120	8	to	to	PART
cana-5609	120	9	advance	advance	VERB
cana-5609	120	10	sustainable	sustainable	ADJ
cana-5609	120	11	development	development	NOUN
cana-5609	120	12	,	,	PUNCT
cana-5609	120	13	their	their	PRON
cana-5609	120	14	implementation	implementation	NOUN
cana-5609	120	15	must	must	AUX
cana-5609	120	16	be	be	AUX
cana-5609	120	17	done	do	VERB
cana-5609	120	18	carefully	carefully	ADV
cana-5609	120	19	to	to	PART
cana-5609	120	20	ensure	ensure	VERB
cana-5609	120	21	ethical	ethical	ADJ
cana-5609	120	22	considerations	consideration	NOUN
cana-5609	120	23	are	be	AUX
cana-5609	120	24	at	at	ADP
cana-5609	120	25	the	the	DET
cana-5609	120	26	forefront	forefront	NOUN
cana-5609	120	27	.	.	PUNCT
cana-5609	121	1	as	as	SCONJ
cana-5609	121	2	these	these	DET
cana-5609	121	3	technologies	technology	NOUN
cana-5609	121	4	continue	continue	VERB
cana-5609	121	5	to	to	PART
cana-5609	121	6	evolve	evolve	VERB
cana-5609	121	7	,	,	PUNCT
cana-5609	121	8	there	there	PRON
cana-5609	121	9	are	be	VERB
cana-5609	121	10	challenges	challenge	NOUN
cana-5609	121	11	regarding	regard	VERB
cana-5609	121	12	fairness	fairness	NOUN
cana-5609	121	13	,	,	PUNCT
cana-5609	121	14	accountability	accountability	NOUN
cana-5609	121	15	,	,	PUNCT
cana-5609	121	16	and	and	CCONJ
cana-5609	121	17	transparency	transparency	NOUN
cana-5609	121	18	,	,	PUNCT
cana-5609	121	19	26	26	NUM
cana-5609	121	20	maher	maher	PROPN
cana-5609	121	21	joe	joe	PROPN
cana-5609	121	22	khan	khan	PROPN
cana-5609	121	23	omar	omar	PROPN
cana-5609	121	24	jian	jian	PROPN
cana-5609	121	25	,	,	PUNCT
cana-5609	121	26	personalized	personalized	ADJ
cana-5609	121	27	learning	learn	VERB
cana-5609	121	28	through	through	ADP
cana-5609	121	29	ai	ai	PROPN
cana-5609	121	30	,	,	PUNCT
cana-5609	121	31	5	5	NUM
cana-5609	121	32	advances	advance	NOUN
cana-5609	121	33	in	in	ADP
cana-5609	121	34	engineering	engineering	NOUN
cana-5609	121	35	innovation	innovation	NOUN
cana-5609	121	36	(	(	PUNCT
cana-5609	121	37	2023	2023	NUM
cana-5609	121	38	)	)	PUNCT
cana-5609	121	39	.	.	PUNCT
cana-5609	122	1	27	27	NUM
cana-5609	122	2	david	david	PROPN
cana-5609	122	3	b.	b.	PROPN
cana-5609	122	4	olawade	olawade	PROPN
cana-5609	122	5	et	et	PROPN
cana-5609	122	6	al	al	PROPN
cana-5609	122	7	,	,	PUNCT
cana-5609	122	8	smart	smart	ADJ
cana-5609	122	9	waste	waste	NOUN
cana-5609	122	10	management	management	NOUN
cana-5609	122	11	:	:	PUNCT
cana-5609	122	12	a	a	DET
cana-5609	122	13	paradigm	paradigm	NOUN
cana-5609	122	14	shift	shift	NOUN
cana-5609	122	15	enabled	enable	VERB
cana-5609	122	16	by	by	ADP
cana-5609	122	17	artificial	artificial	ADJ
cana-5609	122	18	intelligence	intelligence	NOUN
cana-5609	122	19	,	,	PUNCT
cana-5609	122	20	2	2	NUM
cana-5609	122	21	waste	waste	NOUN
cana-5609	122	22	management	management	NOUN
cana-5609	122	23	bulletin	bulletin	NOUN
cana-5609	122	24	244	244	NUM
cana-5609	122	25	-	-	SYM
cana-5609	122	26	263	263	NUM
cana-5609	122	27	(	(	PUNCT
cana-5609	122	28	2024	2024	NUM
cana-5609	122	29	)	)	PUNCT
cana-5609	122	30	.	.	PUNCT
cana-5609	123	1	28	28	NUM
cana-5609	123	2	supra	supra	PROPN
cana-5609	123	3	note	note	NOUN
cana-5609	123	4	25	25	NUM
cana-5609	123	5	.	.	PUNCT
cana-5609	124	1	communications	communication	NOUN
cana-5609	124	2	on	on	ADP
cana-5609	124	3	applied	apply	VERB
cana-5609	124	4	nonlinear	nonlinear	ADJ
cana-5609	124	5	analysis	analysis	NOUN
cana-5609	124	6	issn	issn	NOUN
cana-5609	124	7	:	:	PUNCT
cana-5609	124	8	1074	1074	NUM
cana-5609	124	9	-	-	PUNCT
cana-5609	124	10	133x	133x	NUM
cana-5609	124	11	vol	vol	NOUN
cana-5609	124	12	32	32	NUM
cana-5609	124	13	no	no	NOUN
cana-5609	124	14	.	.	PUNCT
cana-5609	125	1	icmasd	icmasd	NOUN
cana-5609	125	2	(	(	PUNCT
cana-5609	125	3	2025	2025	NUM
cana-5609	125	4	)	)	PUNCT
cana-5609	125	5	2130	2130	NUM
cana-5609	125	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	125	7	particularly	particularly	ADV
cana-5609	125	8	in	in	ADP
cana-5609	125	9	how	how	SCONJ
cana-5609	125	10	data	datum	NOUN
cana-5609	125	11	is	be	AUX
cana-5609	125	12	used	use	VERB
cana-5609	125	13	and	and	CCONJ
cana-5609	125	14	how	how	SCONJ
cana-5609	125	15	decisions	decision	NOUN
cana-5609	125	16	are	be	AUX
cana-5609	125	17	made	make	VERB
cana-5609	125	18	by	by	ADP
cana-5609	125	19	ai	ai	PROPN
cana-5609	125	20	systems	system	NOUN
cana-5609	125	21	.	.	PUNCT
cana-5609	126	1	ai	ai	AUX
cana-5609	126	2	can	can	AUX
cana-5609	126	3	exacerbate	exacerbate	VERB
cana-5609	126	4	existing	exist	VERB
cana-5609	126	5	biases	bias	NOUN
cana-5609	126	6	if	if	SCONJ
cana-5609	126	7	not	not	PART
cana-5609	126	8	designed	design	VERB
cana-5609	126	9	responsibly	responsibly	ADV
cana-5609	126	10	,	,	PUNCT
cana-5609	126	11	potentially	potentially	ADV
cana-5609	126	12	leading	lead	VERB
cana-5609	126	13	to	to	ADP
cana-5609	126	14	inequalities	inequality	NOUN
cana-5609	126	15	in	in	ADP
cana-5609	126	16	sectors	sector	NOUN
cana-5609	126	17	like	like	ADP
cana-5609	126	18	healthcare	healthcare	NOUN
cana-5609	126	19	,	,	PUNCT
cana-5609	126	20	education	education	NOUN
cana-5609	126	21	,	,	PUNCT
cana-5609	126	22	and	and	CCONJ
cana-5609	126	23	employment	employment	NOUN
cana-5609	126	24	.	.	PUNCT
cana-5609	127	1	therefore	therefore	ADV
cana-5609	127	2	,	,	PUNCT
cana-5609	127	3	it	it	PRON
cana-5609	127	4	is	be	AUX
cana-5609	127	5	crucial	crucial	ADJ
cana-5609	127	6	to	to	PART
cana-5609	127	7	ensure	ensure	VERB
cana-5609	127	8	that	that	SCONJ
cana-5609	127	9	ai	ai	VERB
cana-5609	127	10	and	and	CCONJ
cana-5609	127	11	ml	ml	NOUN
cana-5609	127	12	are	be	AUX
cana-5609	127	13	developed	develop	VERB
cana-5609	127	14	with	with	ADP
cana-5609	127	15	a	a	DET
cana-5609	127	16	strong	strong	ADJ
cana-5609	127	17	ethical	ethical	ADJ
cana-5609	127	18	foundation	foundation	NOUN
cana-5609	127	19	and	and	CCONJ
cana-5609	127	20	regulated	regulate	VERB
cana-5609	127	21	to	to	PART
cana-5609	127	22	prevent	prevent	VERB
cana-5609	127	23	harmful	harmful	ADJ
cana-5609	127	24	consequences	consequence	NOUN
cana-5609	127	25	.	.	PUNCT
cana-5609	128	1	29	29	NUM
cana-5609	128	2	ensuring	ensure	VERB
cana-5609	128	3	that	that	SCONJ
cana-5609	128	4	these	these	DET
cana-5609	128	5	technologies	technology	NOUN
cana-5609	128	6	are	be	AUX
cana-5609	128	7	inclusive	inclusive	ADJ
cana-5609	128	8	and	and	CCONJ
cana-5609	128	9	accessible	accessible	ADJ
cana-5609	128	10	to	to	ADP
cana-5609	128	11	all	all	PRON
cana-5609	128	12	,	,	PUNCT
cana-5609	128	13	particularly	particularly	ADV
cana-5609	128	14	marginalized	marginalize	VERB
cana-5609	128	15	communities	community	NOUN
cana-5609	128	16	,	,	PUNCT
cana-5609	128	17	is	be	AUX
cana-5609	128	18	essential	essential	ADJ
cana-5609	128	19	to	to	ADP
cana-5609	128	20	realizing	realize	VERB
cana-5609	128	21	their	their	PRON
cana-5609	128	22	full	full	ADJ
cana-5609	128	23	potential	potential	NOUN
cana-5609	128	24	for	for	ADP
cana-5609	128	25	sustainable	sustainable	ADJ
cana-5609	128	26	development	development	NOUN
cana-5609	128	27	.	.	PUNCT
cana-5609	129	1	in	in	ADP
cana-5609	129	2	conclusion	conclusion	NOUN
cana-5609	129	3	,	,	PUNCT
cana-5609	129	4	ai	ai	VERB
cana-5609	129	5	and	and	CCONJ
cana-5609	129	6	ml	ml	NOUN
cana-5609	129	7	are	be	AUX
cana-5609	129	8	poised	poise	VERB
cana-5609	129	9	to	to	PART
cana-5609	129	10	play	play	VERB
cana-5609	129	11	a	a	DET
cana-5609	129	12	pivotal	pivotal	ADJ
cana-5609	129	13	role	role	NOUN
cana-5609	129	14	in	in	ADP
cana-5609	129	15	achieving	achieve	VERB
cana-5609	129	16	the	the	DET
cana-5609	129	17	united	united	PROPN
cana-5609	129	18	nations	nations	PROPN
cana-5609	129	19	'	'	PART
cana-5609	129	20	sustainable	sustainable	ADJ
cana-5609	129	21	development	development	NOUN
cana-5609	129	22	goals	goal	NOUN
cana-5609	129	23	by	by	ADP
cana-5609	129	24	addressing	address	VERB
cana-5609	129	25	critical	critical	ADJ
cana-5609	129	26	global	global	ADJ
cana-5609	129	27	challenges	challenge	NOUN
cana-5609	129	28	such	such	ADJ
cana-5609	129	29	as	as	ADP
cana-5609	129	30	poverty	poverty	NOUN
cana-5609	129	31	,	,	PUNCT
cana-5609	129	32	inequality	inequality	NOUN
cana-5609	129	33	,	,	PUNCT
cana-5609	129	34	climate	climate	NOUN
cana-5609	129	35	change	change	NOUN
cana-5609	129	36	,	,	PUNCT
cana-5609	129	37	and	and	CCONJ
cana-5609	129	38	access	access	NOUN
cana-5609	129	39	to	to	ADP
cana-5609	129	40	essential	essential	ADJ
cana-5609	129	41	services	service	NOUN
cana-5609	129	42	.	.	PUNCT
cana-5609	130	1	these	these	DET
cana-5609	130	2	technologies	technology	NOUN
cana-5609	130	3	offer	offer	VERB
cana-5609	130	4	unprecedented	unprecedented	ADJ
cana-5609	130	5	opportunities	opportunity	NOUN
cana-5609	130	6	to	to	PART
cana-5609	130	7	optimize	optimize	VERB
cana-5609	130	8	resource	resource	NOUN
cana-5609	130	9	use	use	NOUN
cana-5609	130	10	,	,	PUNCT
cana-5609	130	11	improve	improve	VERB
cana-5609	130	12	efficiencies	efficiency	NOUN
cana-5609	130	13	,	,	PUNCT
cana-5609	130	14	and	and	CCONJ
cana-5609	130	15	make	make	VERB
cana-5609	130	16	informed	informed	ADJ
cana-5609	130	17	decisions	decision	NOUN
cana-5609	130	18	that	that	PRON
cana-5609	130	19	can	can	AUX
cana-5609	130	20	lead	lead	VERB
cana-5609	130	21	to	to	ADP
cana-5609	130	22	a	a	PRON
cana-5609	130	23	more	more	ADV
cana-5609	130	24	sustainable	sustainable	ADJ
cana-5609	130	25	,	,	PUNCT
cana-5609	130	26	equitable	equitable	ADJ
cana-5609	130	27	,	,	PUNCT
cana-5609	130	28	and	and	CCONJ
cana-5609	130	29	resilient	resilient	ADJ
cana-5609	130	30	future.30	future.30	NOUN
cana-5609	130	31	however	however	ADV
cana-5609	130	32	,	,	PUNCT
cana-5609	130	33	their	their	PRON
cana-5609	130	34	successful	successful	ADJ
cana-5609	130	35	deployment	deployment	NOUN
cana-5609	130	36	requires	require	VERB
cana-5609	130	37	careful	careful	ADJ
cana-5609	130	38	consideration	consideration	NOUN
cana-5609	130	39	of	of	ADP
cana-5609	130	40	ethical	ethical	ADJ
cana-5609	130	41	issues	issue	NOUN
cana-5609	130	42	,	,	PUNCT
cana-5609	130	43	equitable	equitable	ADJ
cana-5609	130	44	access	access	NOUN
cana-5609	130	45	,	,	PUNCT
cana-5609	130	46	and	and	CCONJ
cana-5609	130	47	effective	effective	ADJ
cana-5609	130	48	governance	governance	NOUN
cana-5609	130	49	to	to	PART
cana-5609	130	50	ensure	ensure	VERB
cana-5609	130	51	that	that	SCONJ
cana-5609	130	52	their	their	PRON
cana-5609	130	53	benefits	benefit	NOUN
cana-5609	130	54	are	be	AUX
cana-5609	130	55	broadly	broadly	ADV
cana-5609	130	56	shared	share	VERB
cana-5609	130	57	and	and	CCONJ
cana-5609	130	58	their	their	PRON
cana-5609	130	59	risks	risk	NOUN
cana-5609	130	60	are	be	AUX
cana-5609	130	61	mitigated.31	mitigated.31	NOUN
cana-5609	130	62	by	by	ADP
cana-5609	130	63	fostering	foster	VERB
cana-5609	130	64	responsible	responsible	ADJ
cana-5609	130	65	innovation	innovation	NOUN
cana-5609	130	66	,	,	PUNCT
cana-5609	130	67	ai	ai	VERB
cana-5609	130	68	and	and	CCONJ
cana-5609	130	69	ml	ml	AUX
cana-5609	130	70	can	can	AUX
cana-5609	130	71	become	become	VERB
cana-5609	130	72	powerful	powerful	ADJ
cana-5609	130	73	allies	ally	NOUN
cana-5609	130	74	in	in	ADP
cana-5609	130	75	building	build	VERB
cana-5609	130	76	a	a	DET
cana-5609	130	77	sustainable	sustainable	ADJ
cana-5609	130	78	and	and	CCONJ
cana-5609	130	79	inclusive	inclusive	ADJ
cana-5609	130	80	world	world	NOUN
cana-5609	130	81	.	.	PUNCT
cana-5609	131	1	legal	legal	ADJ
cana-5609	131	2	and	and	CCONJ
cana-5609	131	3	ethical	ethical	ADJ
cana-5609	131	4	challenges	challenge	NOUN
cana-5609	131	5	in	in	ADP
cana-5609	131	6	ai	ai	NOUN
cana-5609	131	7	and	and	CCONJ
cana-5609	131	8	ml	ml	ADP
cana-5609	131	9	regulation	regulation	NOUN
cana-5609	131	10	while	while	SCONJ
cana-5609	131	11	artificial	artificial	ADJ
cana-5609	131	12	intelligence	intelligence	NOUN
cana-5609	131	13	(	(	PUNCT
cana-5609	131	14	ai	ai	NOUN
cana-5609	131	15	)	)	PUNCT
cana-5609	131	16	and	and	CCONJ
cana-5609	131	17	machine	machine	NOUN
cana-5609	131	18	learning	learning	NOUN
cana-5609	131	19	(	(	PUNCT
cana-5609	131	20	ml	ml	NOUN
cana-5609	131	21	)	)	PUNCT
cana-5609	131	22	hold	hold	VERB
cana-5609	131	23	immense	immense	ADJ
cana-5609	131	24	potential	potential	NOUN
cana-5609	131	25	for	for	ADP
cana-5609	131	26	advancing	advance	VERB
cana-5609	131	27	the	the	DET
cana-5609	131	28	united	united	PROPN
cana-5609	131	29	nations	nations	PROPN
cana-5609	131	30	’	'	PUNCT
cana-5609	131	31	sustainable	sustainable	ADJ
cana-5609	131	32	development	development	NOUN
cana-5609	131	33	goals	goal	NOUN
cana-5609	131	34	(	(	PUNCT
cana-5609	131	35	sdgs	sdgs	ADJ
cana-5609	131	36	)	)	PUNCT
cana-5609	131	37	,	,	PUNCT
cana-5609	131	38	their	their	PRON
cana-5609	131	39	rapid	rapid	ADJ
cana-5609	131	40	growth	growth	NOUN
cana-5609	131	41	and	and	CCONJ
cana-5609	131	42	pervasive	pervasive	ADJ
cana-5609	131	43	influence	influence	NOUN
cana-5609	131	44	present	present	VERB
cana-5609	131	45	significant	significant	ADJ
cana-5609	131	46	legal	legal	ADJ
cana-5609	131	47	and	and	CCONJ
cana-5609	131	48	ethical	ethical	ADJ
cana-5609	131	49	challenges	challenge	NOUN
cana-5609	131	50	that	that	PRON
cana-5609	131	51	must	must	AUX
cana-5609	131	52	be	be	AUX
cana-5609	131	53	addressed	address	VERB
cana-5609	131	54	to	to	PART
cana-5609	131	55	ensure	ensure	VERB
cana-5609	131	56	their	their	PRON
cana-5609	131	57	responsible	responsible	ADJ
cana-5609	131	58	and	and	CCONJ
cana-5609	131	59	equitable	equitable	ADJ
cana-5609	131	60	application	application	NOUN
cana-5609	131	61	.	.	PUNCT
cana-5609	132	1	as	as	SCONJ
cana-5609	132	2	these	these	DET
cana-5609	132	3	technologies	technology	NOUN
cana-5609	132	4	are	be	AUX
cana-5609	132	5	integrated	integrate	VERB
cana-5609	132	6	into	into	ADP
cana-5609	132	7	various	various	ADJ
cana-5609	132	8	sectors	sector	NOUN
cana-5609	132	9	,	,	PUNCT
cana-5609	132	10	from	from	ADP
cana-5609	132	11	healthcare	healthcare	NOUN
cana-5609	132	12	and	and	CCONJ
cana-5609	132	13	agriculture	agriculture	NOUN
cana-5609	132	14	to	to	PART
cana-5609	132	15	finance	finance	VERB
cana-5609	132	16	and	and	CCONJ
cana-5609	132	17	governance	governance	NOUN
cana-5609	132	18	,	,	PUNCT
cana-5609	132	19	the	the	DET
cana-5609	132	20	need	need	NOUN
cana-5609	132	21	for	for	ADP
cana-5609	132	22	robust	robust	ADJ
cana-5609	132	23	legal	legal	ADJ
cana-5609	132	24	frameworks	framework	NOUN
cana-5609	132	25	becomes	become	VERB
cana-5609	132	26	increasingly	increasingly	ADV
cana-5609	132	27	urgent	urgent	ADJ
cana-5609	132	28	to	to	PART
cana-5609	132	29	protect	protect	VERB
cana-5609	132	30	individuals	individual	NOUN
cana-5609	132	31	'	'	PART
cana-5609	132	32	rights	right	NOUN
cana-5609	132	33	,	,	PUNCT
cana-5609	132	34	prevent	prevent	ADJ
cana-5609	132	35	misuse	misuse	NOUN
cana-5609	132	36	,	,	PUNCT
cana-5609	132	37	and	and	CCONJ
cana-5609	132	38	ensure	ensure	VERB
cana-5609	132	39	that	that	SCONJ
cana-5609	132	40	ai	ai	VERB
cana-5609	132	41	and	and	CCONJ
cana-5609	132	42	ml	ml	PART
cana-5609	132	43	serve	serve	VERB
cana-5609	132	44	the	the	DET
cana-5609	132	45	broader	broad	ADJ
cana-5609	132	46	interests	interest	NOUN
cana-5609	132	47	of	of	ADP
cana-5609	132	48	society.32	society.32	PROPN
cana-5609	132	49	one	one	NUM
cana-5609	132	50	of	of	ADP
cana-5609	132	51	the	the	DET
cana-5609	132	52	most	most	ADV
cana-5609	132	53	pressing	pressing	ADJ
cana-5609	132	54	legal	legal	ADJ
cana-5609	132	55	challenges	challenge	NOUN
cana-5609	132	56	surrounding	surround	VERB
cana-5609	132	57	ai	ai	VERB
cana-5609	132	58	and	and	CCONJ
cana-5609	132	59	ml	ml	PROPN
cana-5609	132	60	is	be	AUX
cana-5609	132	61	the	the	DET
cana-5609	132	62	issue	issue	NOUN
cana-5609	132	63	of	of	ADP
cana-5609	132	64	data	datum	NOUN
cana-5609	132	65	privacy	privacy	NOUN
cana-5609	132	66	and	and	CCONJ
cana-5609	132	67	protection	protection	NOUN
cana-5609	132	68	.	.	PUNCT
cana-5609	133	1	ai	ai	AUX
cana-5609	133	2	systems	system	NOUN
cana-5609	133	3	depend	depend	VERB
cana-5609	133	4	on	on	ADP
cana-5609	133	5	vast	vast	ADJ
cana-5609	133	6	amounts	amount	NOUN
cana-5609	133	7	of	of	ADP
cana-5609	133	8	data	datum	NOUN
cana-5609	133	9	,	,	PUNCT
cana-5609	133	10	often	often	ADV
cana-5609	133	11	personal	personal	ADJ
cana-5609	133	12	,	,	PUNCT
cana-5609	133	13	to	to	PART
cana-5609	133	14	function	function	VERB
cana-5609	133	15	effectively	effectively	ADV
cana-5609	133	16	.	.	PUNCT
cana-5609	134	1	this	this	PRON
cana-5609	134	2	raises	raise	VERB
cana-5609	134	3	concerns	concern	NOUN
cana-5609	134	4	about	about	ADP
cana-5609	134	5	how	how	SCONJ
cana-5609	134	6	such	such	ADJ
cana-5609	134	7	data	datum	NOUN
cana-5609	134	8	is	be	AUX
cana-5609	134	9	collected	collect	VERB
cana-5609	134	10	,	,	PUNCT
cana-5609	134	11	processed	process	VERB
cana-5609	134	12	,	,	PUNCT
cana-5609	134	13	and	and	CCONJ
cana-5609	134	14	used	use	VERB
cana-5609	134	15	.	.	PUNCT
cana-5609	135	1	the	the	DET
cana-5609	135	2	legal	legal	ADJ
cana-5609	135	3	framework	framework	NOUN
cana-5609	135	4	surrounding	surround	VERB
cana-5609	135	5	data	datum	NOUN
cana-5609	135	6	privacy	privacy	NOUN
cana-5609	135	7	,	,	PUNCT
cana-5609	135	8	such	such	ADJ
cana-5609	135	9	as	as	ADP
cana-5609	135	10	the	the	DET
cana-5609	135	11	european	european	PROPN
cana-5609	135	12	union	union	PROPN
cana-5609	135	13	’s	’s	PART
cana-5609	135	14	general	general	PROPN
cana-5609	135	15	data	data	PROPN
cana-5609	135	16	protection	protection	NOUN
cana-5609	135	17	regulation	regulation	NOUN
cana-5609	135	18	(	(	PUNCT
cana-5609	135	19	gdpr	gdpr	NOUN
cana-5609	135	20	)	)	PUNCT
cana-5609	135	21	,	,	PUNCT
cana-5609	135	22	offers	offer	VERB
cana-5609	135	23	important	important	ADJ
cana-5609	135	24	protections	protection	NOUN
cana-5609	135	25	by	by	ADP
cana-5609	135	26	granting	grant	VERB
cana-5609	135	27	individuals	individual	NOUN
cana-5609	135	28	control	control	VERB
cana-5609	135	29	over	over	ADP
cana-5609	135	30	their	their	PRON
cana-5609	135	31	personal	personal	ADJ
cana-5609	135	32	data	datum	NOUN
cana-5609	135	33	.	.	PUNCT
cana-5609	136	1	however	however	ADV
cana-5609	136	2	,	,	PUNCT
cana-5609	136	3	gdpr	gdpr	ADJ
cana-5609	136	4	and	and	CCONJ
cana-5609	136	5	similar	similar	ADJ
cana-5609	136	6	regulations	regulation	NOUN
cana-5609	136	7	may	may	AUX
cana-5609	136	8	not	not	PART
cana-5609	136	9	be	be	AUX
cana-5609	136	10	fully	fully	ADV
cana-5609	136	11	equipped	equip	VERB
cana-5609	136	12	to	to	PART
cana-5609	136	13	address	address	VERB
cana-5609	136	14	the	the	DET
cana-5609	136	15	challenges	challenge	NOUN
cana-5609	136	16	presented	present	VERB
cana-5609	136	17	by	by	ADP
cana-5609	136	18	ai	ai	INTJ
cana-5609	136	19	and	and	CCONJ
cana-5609	136	20	ml	ml	NOUN
cana-5609	136	21	technologies	technology	NOUN
cana-5609	136	22	,	,	PUNCT
cana-5609	136	23	particularly	particularly	ADV
cana-5609	136	24	when	when	SCONJ
cana-5609	136	25	dealing	deal	VERB
cana-5609	136	26	with	with	ADP
cana-5609	136	27	large	large	ADJ
cana-5609	136	28	-	-	PUNCT
cana-5609	136	29	scale	scale	NOUN
cana-5609	136	30	data	datum	NOUN
cana-5609	136	31	collection	collection	NOUN
cana-5609	136	32	,	,	PUNCT
cana-5609	136	33	cross	cross	ADJ
cana-5609	136	34	-	-	ADJ
cana-5609	136	35	border	border	ADJ
cana-5609	136	36	data	datum	NOUN
cana-5609	136	37	flows	flow	NOUN
cana-5609	136	38	,	,	PUNCT
cana-5609	136	39	and	and	CCONJ
cana-5609	137	1	algorithmic	algorithmic	ADJ
cana-5609	137	2	decision	decision	NOUN
cana-5609	137	3	-	-	PUNCT
cana-5609	137	4	making.33	making.33	NOUN
cana-5609	137	5	ai	ai	VERB
cana-5609	137	6	systems	system	NOUN
cana-5609	137	7	can	can	AUX
cana-5609	137	8	be	be	AUX
cana-5609	137	9	opaque	opaque	ADJ
cana-5609	137	10	in	in	ADP
cana-5609	137	11	how	how	SCONJ
cana-5609	137	12	they	they	PRON
cana-5609	137	13	use	use	VERB
cana-5609	137	14	data	datum	NOUN
cana-5609	137	15	,	,	PUNCT
cana-5609	137	16	and	and	CCONJ
cana-5609	137	17	without	without	ADP
cana-5609	137	18	sufficient	sufficient	ADJ
cana-5609	137	19	29	29	NUM
cana-5609	137	20	matthew	matthew	PROPN
cana-5609	137	21	hanna	hanna	PROPN
cana-5609	137	22	et	et	PROPN
cana-5609	137	23	al	al	PROPN
cana-5609	137	24	,	,	PUNCT
cana-5609	137	25	ethical	ethical	ADJ
cana-5609	137	26	and	and	CCONJ
cana-5609	137	27	bias	bias	NOUN
cana-5609	137	28	considerations	consideration	NOUN
cana-5609	137	29	in	in	ADP
cana-5609	137	30	artificial	artificial	ADJ
cana-5609	137	31	intelligence	intelligence	NOUN
cana-5609	137	32	(	(	PUNCT
cana-5609	137	33	ai)/machine	ai)/machine	PROPN
cana-5609	137	34	learning	learning	NOUN
cana-5609	137	35	,	,	PUNCT
cana-5609	137	36	2	2	NUM
cana-5609	137	37	modern	modern	ADJ
cana-5609	137	38	pathology	pathology	NOUN
cana-5609	137	39	(	(	PUNCT
cana-5609	137	40	2024	2024	NUM
cana-5609	137	41	)	)	PUNCT
cana-5609	137	42	.	.	PUNCT
cana-5609	138	1	30	30	NUM
cana-5609	138	2	massimo	massimo	ADJ
cana-5609	138	3	regona	regona	PROPN
cana-5609	138	4	et	et	PROPN
cana-5609	138	5	al	al	PROPN
cana-5609	138	6	,	,	PUNCT
cana-5609	138	7	artificial	artificial	ADJ
cana-5609	138	8	intelligence	intelligence	NOUN
cana-5609	138	9	and	and	CCONJ
cana-5609	138	10	sustainable	sustainable	ADJ
cana-5609	138	11	development	development	NOUN
cana-5609	138	12	goals	goal	NOUN
cana-5609	138	13	:	:	PUNCT
cana-5609	138	14	systematic	systematic	ADJ
cana-5609	138	15	literature	literature	PROPN
cana-5609	138	16	review	review	NOUN
cana-5609	138	17	of	of	ADP
cana-5609	138	18	the	the	DET
cana-5609	138	19	construction	construction	NOUN
cana-5609	138	20	industry	industry	NOUN
cana-5609	138	21	,	,	PUNCT
cana-5609	138	22	108	108	NUM
cana-5609	138	23	sustainable	sustainable	ADJ
cana-5609	138	24	cities	city	NOUN
cana-5609	138	25	and	and	CCONJ
cana-5609	138	26	society	society	NOUN
cana-5609	138	27	(	(	PUNCT
cana-5609	138	28	2024	2024	NUM
cana-5609	138	29	)	)	PUNCT
cana-5609	138	30	.	.	PUNCT
cana-5609	139	1	31	31	NUM
cana-5609	139	2	aaryan	aaryan	PROPN
cana-5609	139	3	gupta	gupta	PROPN
cana-5609	139	4	et	et	PROPN
cana-5609	139	5	al	al	PROPN
cana-5609	139	6	,	,	PUNCT
cana-5609	139	7	ethical	ethical	ADJ
cana-5609	139	8	considerations	consideration	NOUN
cana-5609	139	9	in	in	ADP
cana-5609	139	10	the	the	DET
cana-5609	139	11	deployment	deployment	NOUN
cana-5609	139	12	of	of	ADP
cana-5609	139	13	ai	ai	NOUN
cana-5609	139	14	,	,	PUNCT
cana-5609	139	15	45	45	NUM
cana-5609	139	16	journal	journal	NOUN
cana-5609	139	17	of	of	ADP
cana-5609	139	18	propulsion	propulsion	NOUN
cana-5609	139	19	technology	technology	NOUN
cana-5609	139	20	518	518	NUM
cana-5609	139	21	-	-	SYM
cana-5609	139	22	530	530	NUM
cana-5609	139	23	(	(	PUNCT
cana-5609	139	24	2024	2024	NUM
cana-5609	139	25	)	)	PUNCT
cana-5609	139	26	.	.	PUNCT
cana-5609	140	1	32	32	NUM
cana-5609	141	1	adib	adib	PROPN
cana-5609	141	2	bin	bin	PROPN
cana-5609	141	3	rashid	rashid	PROPN
cana-5609	141	4	&	&	CCONJ
cana-5609	141	5	md	md	PROPN
cana-5609	141	6	ashfakul	ashfakul	PROPN
cana-5609	141	7	karim	karim	PROPN
cana-5609	141	8	kausik	kausik	PROPN
cana-5609	141	9	,	,	PUNCT
cana-5609	141	10	ai	ai	AUX
cana-5609	141	11	revolutionizing	revolutionize	VERB
cana-5609	141	12	industries	industry	NOUN
cana-5609	141	13	worldwide	worldwide	ADV
cana-5609	141	14	:	:	PUNCT
cana-5609	141	15	a	a	DET
cana-5609	141	16	comprehensive	comprehensive	ADJ
cana-5609	141	17	overview	overview	NOUN
cana-5609	141	18	of	of	ADP
cana-5609	141	19	its	its	PRON
cana-5609	141	20	diverse	diverse	ADJ
cana-5609	141	21	applications	application	NOUN
cana-5609	141	22	,	,	PUNCT
cana-5609	141	23	7	7	NUM
cana-5609	141	24	hybrid	hybrid	ADJ
cana-5609	141	25	advances	advance	NOUN
cana-5609	141	26	(	(	PUNCT
cana-5609	141	27	2024	2024	NUM
cana-5609	141	28	)	)	PUNCT
cana-5609	141	29	.	.	PUNCT
cana-5609	142	1	33	33	NUM
cana-5609	142	2	aleksandr	aleksandr	PROPN
cana-5609	142	3	kesa	kesa	PROPN
cana-5609	142	4	&	&	CCONJ
cana-5609	142	5	tanel	tanel	PROPN
cana-5609	142	6	kerikmäe	kerikmäe	PROPN
cana-5609	142	7	,	,	PUNCT
cana-5609	142	8	artificial	artificial	ADJ
cana-5609	142	9	intelligence	intelligence	NOUN
cana-5609	142	10	and	and	CCONJ
cana-5609	142	11	the	the	DET
cana-5609	142	12	gdpr	gdpr	NOUN
cana-5609	142	13	:	:	PUNCT
cana-5609	142	14	inevitable	inevitable	ADJ
cana-5609	142	15	nemeses	nemesis	NOUN
cana-5609	142	16	?	?	PUNCT
cana-5609	142	17	,	,	PUNCT
cana-5609	142	18	10	10	NUM
cana-5609	142	19	taltech	taltech	NOUN
cana-5609	142	20	journal	journal	NOUN
cana-5609	142	21	of	of	ADP
cana-5609	142	22	european	european	PROPN
cana-5609	142	23	studies	study	NOUN
cana-5609	142	24	68	68	NUM
cana-5609	142	25	-	-	SYM
cana-5609	142	26	90	90	NUM
cana-5609	142	27	(	(	PUNCT
cana-5609	142	28	2020	2020	NUM
cana-5609	142	29	)	)	PUNCT
cana-5609	142	30	.	.	PUNCT
cana-5609	143	1	communications	communication	NOUN
cana-5609	143	2	on	on	ADP
cana-5609	143	3	applied	apply	VERB
cana-5609	143	4	nonlinear	nonlinear	ADJ
cana-5609	143	5	analysis	analysis	NOUN
cana-5609	143	6	issn	issn	NOUN
cana-5609	143	7	:	:	PUNCT
cana-5609	143	8	1074	1074	NUM
cana-5609	143	9	-	-	PUNCT
cana-5609	143	10	133x	133x	NUM
cana-5609	143	11	vol	vol	NOUN
cana-5609	143	12	32	32	NUM
cana-5609	143	13	no	no	NOUN
cana-5609	143	14	.	.	PUNCT
cana-5609	144	1	icmasd	icmasd	NOUN
cana-5609	144	2	(	(	PUNCT
cana-5609	144	3	2025	2025	NUM
cana-5609	144	4	)	)	PUNCT
cana-5609	144	5	2131	2131	NUM
cana-5609	144	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	144	7	regulation	regulation	NOUN
cana-5609	144	8	,	,	PUNCT
cana-5609	144	9	there	there	PRON
cana-5609	144	10	is	be	VERB
cana-5609	144	11	a	a	DET
cana-5609	144	12	risk	risk	NOUN
cana-5609	144	13	of	of	ADP
cana-5609	144	14	violating	violate	VERB
cana-5609	144	15	individuals	individual	NOUN
cana-5609	144	16	'	'	PART
cana-5609	144	17	privacy	privacy	NOUN
cana-5609	144	18	rights	right	NOUN
cana-5609	144	19	or	or	CCONJ
cana-5609	144	20	exploiting	exploit	VERB
cana-5609	144	21	data	datum	NOUN
cana-5609	144	22	in	in	ADP
cana-5609	144	23	ways	way	NOUN
cana-5609	144	24	that	that	PRON
cana-5609	144	25	harm	harm	VERB
cana-5609	144	26	individuals	individual	NOUN
cana-5609	144	27	or	or	CCONJ
cana-5609	144	28	society	society	NOUN
cana-5609	144	29	at	at	ADP
cana-5609	144	30	large	large	ADJ
cana-5609	144	31	.	.	PUNCT
cana-5609	145	1	transparency	transparency	NOUN
cana-5609	145	2	and	and	CCONJ
cana-5609	145	3	accountability	accountability	NOUN
cana-5609	145	4	in	in	ADP
cana-5609	145	5	ai	ai	PROPN
cana-5609	145	6	systems	system	NOUN
cana-5609	145	7	present	present	VERB
cana-5609	145	8	another	another	DET
cana-5609	145	9	critical	critical	ADJ
cana-5609	145	10	challenge	challenge	NOUN
cana-5609	145	11	.	.	PUNCT
cana-5609	146	1	many	many	ADJ
cana-5609	146	2	ai	ai	VERB
cana-5609	146	3	and	and	CCONJ
cana-5609	146	4	ml	ml	NOUN
cana-5609	146	5	models	model	NOUN
cana-5609	146	6	,	,	PUNCT
cana-5609	146	7	especially	especially	ADV
cana-5609	146	8	those	those	PRON
cana-5609	146	9	based	base	VERB
cana-5609	146	10	on	on	ADP
cana-5609	146	11	deep	deep	ADJ
cana-5609	146	12	learning	learning	NOUN
cana-5609	146	13	,	,	PUNCT
cana-5609	146	14	operate	operate	VERB
cana-5609	146	15	as	as	ADP
cana-5609	146	16	“	"	PUNCT
cana-5609	146	17	black	black	ADJ
cana-5609	146	18	boxes	box	NOUN
cana-5609	146	19	”	"	PUNCT
cana-5609	146	20	–	–	PUNCT
cana-5609	146	21	their	their	PRON
cana-5609	146	22	decision	decision	NOUN
cana-5609	146	23	-	-	PUNCT
cana-5609	146	24	making	make	VERB
cana-5609	146	25	processes	process	NOUN
cana-5609	146	26	are	be	AUX
cana-5609	146	27	not	not	PART
cana-5609	146	28	easily	easily	ADV
cana-5609	146	29	understood	understand	VERB
cana-5609	146	30	,	,	PUNCT
cana-5609	146	31	even	even	ADV
cana-5609	146	32	by	by	ADP
cana-5609	146	33	their	their	PRON
cana-5609	146	34	creators	creator	NOUN
cana-5609	146	35	.	.	PUNCT
cana-5609	147	1	this	this	DET
cana-5609	147	2	lack	lack	NOUN
cana-5609	147	3	of	of	ADP
cana-5609	147	4	transparency	transparency	NOUN
cana-5609	147	5	raises	raise	VERB
cana-5609	147	6	significant	significant	ADJ
cana-5609	147	7	legal	legal	ADJ
cana-5609	147	8	concerns	concern	NOUN
cana-5609	147	9	,	,	PUNCT
cana-5609	147	10	particularly	particularly	ADV
cana-5609	147	11	in	in	ADP
cana-5609	147	12	areas	area	NOUN
cana-5609	147	13	like	like	ADP
cana-5609	147	14	healthcare	healthcare	NOUN
cana-5609	147	15	,	,	PUNCT
cana-5609	147	16	criminal	criminal	ADJ
cana-5609	147	17	justice	justice	NOUN
cana-5609	147	18	,	,	PUNCT
cana-5609	147	19	and	and	CCONJ
cana-5609	147	20	employment	employment	NOUN
cana-5609	147	21	,	,	PUNCT
cana-5609	147	22	where	where	SCONJ
cana-5609	147	23	decisions	decision	NOUN
cana-5609	147	24	made	make	VERB
cana-5609	147	25	by	by	ADP
cana-5609	147	26	ai	ai	NOUN
cana-5609	147	27	can	can	AUX
cana-5609	147	28	have	have	VERB
cana-5609	147	29	serious	serious	ADJ
cana-5609	147	30	consequences	consequence	NOUN
cana-5609	147	31	on	on	ADP
cana-5609	147	32	people	people	NOUN
cana-5609	147	33	's	's	PART
cana-5609	147	34	lives.34	lives.34	NOUN
cana-5609	147	35	for	for	ADP
cana-5609	147	36	instance	instance	NOUN
cana-5609	147	37	,	,	PUNCT
cana-5609	147	38	ai	ai	VERB
cana-5609	147	39	algorithms	algorithm	NOUN
cana-5609	147	40	used	use	VERB
cana-5609	147	41	in	in	ADP
cana-5609	147	42	predictive	predictive	ADJ
cana-5609	147	43	policing	policing	NOUN
cana-5609	147	44	or	or	CCONJ
cana-5609	147	45	hiring	hiring	NOUN
cana-5609	147	46	may	may	AUX
cana-5609	147	47	inadvertently	inadvertently	ADV
cana-5609	147	48	reinforce	reinforce	VERB
cana-5609	147	49	biases	bias	NOUN
cana-5609	147	50	if	if	SCONJ
cana-5609	147	51	they	they	PRON
cana-5609	147	52	are	be	AUX
cana-5609	147	53	not	not	PART
cana-5609	147	54	properly	properly	ADV
cana-5609	147	55	monitored	monitor	VERB
cana-5609	147	56	or	or	CCONJ
cana-5609	147	57	audited	audit	VERB
cana-5609	147	58	.	.	PUNCT
cana-5609	148	1	the	the	DET
cana-5609	148	2	lack	lack	NOUN
cana-5609	148	3	of	of	ADP
cana-5609	148	4	transparency	transparency	NOUN
cana-5609	148	5	can	can	AUX
cana-5609	148	6	also	also	ADV
cana-5609	148	7	make	make	VERB
cana-5609	148	8	it	it	PRON
cana-5609	148	9	difficult	difficult	ADJ
cana-5609	148	10	to	to	PART
cana-5609	148	11	hold	hold	VERB
cana-5609	148	12	individuals	individual	NOUN
cana-5609	148	13	or	or	CCONJ
cana-5609	148	14	organizations	organization	NOUN
cana-5609	148	15	accountable	accountable	ADJ
cana-5609	148	16	when	when	SCONJ
cana-5609	148	17	ai	ai	VERB
cana-5609	148	18	systems	system	NOUN
cana-5609	148	19	cause	cause	VERB
cana-5609	148	20	harm	harm	NOUN
cana-5609	148	21	.	.	PUNCT
cana-5609	149	1	developing	develop	VERB
cana-5609	149	2	legal	legal	ADJ
cana-5609	149	3	mechanisms	mechanism	NOUN
cana-5609	149	4	that	that	PRON
cana-5609	149	5	enforce	enforce	VERB
cana-5609	149	6	algorithmic	algorithmic	ADJ
cana-5609	149	7	accountability	accountability	NOUN
cana-5609	149	8	is	be	AUX
cana-5609	149	9	crucial	crucial	ADJ
cana-5609	149	10	for	for	ADP
cana-5609	149	11	ensuring	ensure	VERB
cana-5609	149	12	that	that	SCONJ
cana-5609	149	13	ai	ai	PROPN
cana-5609	149	14	systems	system	NOUN
cana-5609	149	15	are	be	AUX
cana-5609	149	16	subject	subject	ADJ
cana-5609	149	17	to	to	ADP
cana-5609	149	18	scrutiny	scrutiny	NOUN
cana-5609	149	19	and	and	CCONJ
cana-5609	149	20	that	that	SCONJ
cana-5609	149	21	their	their	PRON
cana-5609	149	22	decisionmaking	decisionmake	VERB
cana-5609	149	23	processes	process	NOUN
cana-5609	149	24	are	be	AUX
cana-5609	149	25	understandable	understandable	ADJ
cana-5609	149	26	and	and	CCONJ
cana-5609	149	27	explainable	explainable	ADJ
cana-5609	149	28	to	to	ADP
cana-5609	149	29	the	the	DET
cana-5609	149	30	public	public	ADJ
cana-5609	149	31	and	and	CCONJ
cana-5609	149	32	regulatory	regulatory	ADJ
cana-5609	149	33	bodies	body	NOUN
cana-5609	149	34	.	.	PUNCT
cana-5609	150	1	the	the	DET
cana-5609	150	2	ethical	ethical	ADJ
cana-5609	150	3	implications	implication	NOUN
cana-5609	150	4	of	of	ADP
cana-5609	150	5	algorithmic	algorithmic	ADJ
cana-5609	150	6	bias	bias	NOUN
cana-5609	150	7	are	be	AUX
cana-5609	150	8	also	also	ADV
cana-5609	150	9	a	a	DET
cana-5609	150	10	major	major	ADJ
cana-5609	150	11	concern	concern	NOUN
cana-5609	150	12	.	.	PUNCT
cana-5609	151	1	ai	ai	VERB
cana-5609	151	2	systems	system	NOUN
cana-5609	151	3	are	be	AUX
cana-5609	151	4	trained	train	VERB
cana-5609	151	5	on	on	ADP
cana-5609	151	6	historical	historical	ADJ
cana-5609	151	7	data	datum	NOUN
cana-5609	151	8	,	,	PUNCT
cana-5609	151	9	and	and	CCONJ
cana-5609	151	10	if	if	SCONJ
cana-5609	151	11	that	that	DET
cana-5609	151	12	data	datum	NOUN
cana-5609	151	13	is	be	AUX
cana-5609	151	14	biased	bias	VERB
cana-5609	151	15	,	,	PUNCT
cana-5609	151	16	the	the	DET
cana-5609	151	17	ai	ai	NOUN
cana-5609	151	18	will	will	AUX
cana-5609	151	19	likely	likely	ADV
cana-5609	151	20	perpetuate	perpetuate	VERB
cana-5609	151	21	those	those	DET
cana-5609	151	22	biases	bias	NOUN
cana-5609	151	23	in	in	ADP
cana-5609	151	24	its	its	PRON
cana-5609	151	25	predictions	prediction	NOUN
cana-5609	151	26	and	and	CCONJ
cana-5609	151	27	decisions	decision	NOUN
cana-5609	151	28	.	.	PUNCT
cana-5609	152	1	this	this	PRON
cana-5609	152	2	is	be	AUX
cana-5609	152	3	particularly	particularly	ADV
cana-5609	152	4	problematic	problematic	ADJ
cana-5609	152	5	in	in	ADP
cana-5609	152	6	sensitive	sensitive	ADJ
cana-5609	152	7	areas	area	NOUN
cana-5609	152	8	such	such	ADJ
cana-5609	152	9	as	as	ADP
cana-5609	152	10	hiring	hiring	NOUN
cana-5609	152	11	,	,	PUNCT
cana-5609	152	12	criminal	criminal	ADJ
cana-5609	152	13	justice	justice	NOUN
cana-5609	152	14	,	,	PUNCT
cana-5609	152	15	healthcare	healthcare	PROPN
cana-5609	152	16	,	,	PUNCT
cana-5609	152	17	and	and	CCONJ
cana-5609	152	18	finance	finance	NOUN
cana-5609	152	19	,	,	PUNCT
cana-5609	152	20	where	where	SCONJ
cana-5609	152	21	ai	ai	NOUN
cana-5609	152	22	may	may	AUX
cana-5609	152	23	inadvertently	inadvertently	ADV
cana-5609	152	24	discriminate	discriminate	VERB
cana-5609	152	25	against	against	ADP
cana-5609	152	26	certain	certain	ADJ
cana-5609	152	27	demographic	demographic	ADJ
cana-5609	152	28	groups	group	NOUN
cana-5609	152	29	,	,	PUNCT
cana-5609	152	30	reinforcing	reinforce	VERB
cana-5609	152	31	existing	exist	VERB
cana-5609	152	32	societal	societal	ADJ
cana-5609	152	33	inequalities	inequality	NOUN
cana-5609	152	34	.	.	PUNCT
cana-5609	153	1	35	35	NUM
cana-5609	153	2	for	for	ADP
cana-5609	153	3	example	example	NOUN
cana-5609	153	4	,	,	PUNCT
cana-5609	153	5	facial	facial	ADJ
cana-5609	153	6	recognition	recognition	NOUN
cana-5609	153	7	technology	technology	NOUN
cana-5609	153	8	has	have	AUX
cana-5609	153	9	been	be	AUX
cana-5609	153	10	criticized	criticize	VERB
cana-5609	153	11	for	for	ADP
cana-5609	153	12	its	its	PRON
cana-5609	153	13	inaccuracies	inaccuracy	NOUN
cana-5609	153	14	in	in	ADP
cana-5609	153	15	identifying	identify	VERB
cana-5609	153	16	people	people	NOUN
cana-5609	153	17	of	of	ADP
cana-5609	153	18	color	color	NOUN
cana-5609	153	19	,	,	PUNCT
cana-5609	153	20	leading	lead	VERB
cana-5609	153	21	to	to	ADP
cana-5609	153	22	potential	potential	ADJ
cana-5609	153	23	racial	racial	ADJ
cana-5609	153	24	discrimination	discrimination	NOUN
cana-5609	153	25	.	.	PUNCT
cana-5609	154	1	legal	legal	ADJ
cana-5609	154	2	frameworks	framework	NOUN
cana-5609	154	3	must	must	AUX
cana-5609	154	4	therefore	therefore	ADV
cana-5609	154	5	address	address	VERB
cana-5609	154	6	the	the	DET
cana-5609	154	7	issue	issue	NOUN
cana-5609	154	8	of	of	ADP
cana-5609	154	9	fairness	fairness	NOUN
cana-5609	154	10	in	in	ADP
cana-5609	154	11	ai	ai	PROPN
cana-5609	154	12	,	,	PUNCT
cana-5609	154	13	ensuring	ensure	VERB
cana-5609	154	14	that	that	SCONJ
cana-5609	154	15	algorithms	algorithm	NOUN
cana-5609	154	16	do	do	AUX
cana-5609	154	17	not	not	PART
cana-5609	154	18	perpetuate	perpetuate	VERB
cana-5609	154	19	or	or	CCONJ
cana-5609	154	20	amplify	amplify	VERB
cana-5609	154	21	discrimination	discrimination	NOUN
cana-5609	154	22	.	.	PUNCT
cana-5609	155	1	this	this	PRON
cana-5609	155	2	requires	require	VERB
cana-5609	155	3	ongoing	ongoing	ADJ
cana-5609	155	4	efforts	effort	NOUN
cana-5609	155	5	to	to	PART
cana-5609	155	6	audit	audit	VERB
cana-5609	155	7	and	and	CCONJ
cana-5609	155	8	improve	improve	VERB
cana-5609	155	9	ai	ai	VERB
cana-5609	155	10	training	training	NOUN
cana-5609	155	11	datasets	dataset	NOUN
cana-5609	155	12	,	,	PUNCT
cana-5609	155	13	develop	develop	VERB
cana-5609	155	14	fairness	fairness	NOUN
cana-5609	155	15	-	-	PUNCT
cana-5609	155	16	aware	aware	ADJ
cana-5609	155	17	algorithms	algorithm	NOUN
cana-5609	155	18	,	,	PUNCT
cana-5609	155	19	and	and	CCONJ
cana-5609	155	20	hold	hold	VERB
cana-5609	155	21	organizations	organization	NOUN
cana-5609	155	22	accountable	accountable	ADJ
cana-5609	155	23	for	for	ADP
cana-5609	155	24	the	the	DET
cana-5609	155	25	outcomes	outcome	NOUN
cana-5609	155	26	produced	produce	VERB
cana-5609	155	27	by	by	ADP
cana-5609	155	28	their	their	PRON
cana-5609	155	29	systems	system	NOUN
cana-5609	155	30	.	.	PUNCT
cana-5609	156	1	another	another	DET
cana-5609	156	2	critical	critical	ADJ
cana-5609	156	3	challenge	challenge	NOUN
cana-5609	156	4	is	be	AUX
cana-5609	156	5	the	the	DET
cana-5609	156	6	ethical	ethical	ADJ
cana-5609	156	7	use	use	NOUN
cana-5609	156	8	of	of	ADP
cana-5609	156	9	ai	ai	NOUN
cana-5609	156	10	in	in	ADP
cana-5609	156	11	decision	decision	NOUN
cana-5609	156	12	-	-	PUNCT
cana-5609	156	13	making	making	NOUN
cana-5609	156	14	,	,	PUNCT
cana-5609	156	15	particularly	particularly	ADV
cana-5609	156	16	in	in	ADP
cana-5609	156	17	high	high	ADJ
cana-5609	156	18	-	-	PUNCT
cana-5609	156	19	stakes	stake	NOUN
cana-5609	156	20	domains	domain	NOUN
cana-5609	156	21	.	.	PUNCT
cana-5609	157	1	ai	ai	VERB
cana-5609	157	2	's	's	PART
cana-5609	157	3	increasing	increase	VERB
cana-5609	157	4	role	role	NOUN
cana-5609	157	5	in	in	ADP
cana-5609	157	6	autonomous	autonomous	ADJ
cana-5609	157	7	decision	decision	NOUN
cana-5609	157	8	-	-	PUNCT
cana-5609	157	9	making	making	NOUN
cana-5609	157	10	,	,	PUNCT
cana-5609	157	11	such	such	ADJ
cana-5609	157	12	as	as	ADP
cana-5609	157	13	in	in	ADP
cana-5609	157	14	autonomous	autonomous	ADJ
cana-5609	157	15	vehicles	vehicle	NOUN
cana-5609	157	16	,	,	PUNCT
cana-5609	157	17	healthcare	healthcare	NOUN
cana-5609	157	18	diagnostics	diagnostic	NOUN
cana-5609	157	19	,	,	PUNCT
cana-5609	157	20	and	and	CCONJ
cana-5609	157	21	financial	financial	ADJ
cana-5609	157	22	lending	lending	NOUN
cana-5609	157	23	,	,	PUNCT
cana-5609	157	24	raises	raise	VERB
cana-5609	157	25	questions	question	NOUN
cana-5609	157	26	about	about	ADP
cana-5609	157	27	who	who	PRON
cana-5609	157	28	should	should	AUX
cana-5609	157	29	bear	bear	VERB
cana-5609	157	30	responsibility	responsibility	NOUN
cana-5609	157	31	in	in	ADP
cana-5609	157	32	the	the	DET
cana-5609	157	33	event	event	NOUN
cana-5609	157	34	of	of	ADP
cana-5609	157	35	errors	error	NOUN
cana-5609	157	36	or	or	CCONJ
cana-5609	157	37	harm.36	harm.36	NOUN
cana-5609	157	38	should	should	AUX
cana-5609	157	39	the	the	DET
cana-5609	157	40	developer	developer	NOUN
cana-5609	157	41	of	of	ADP
cana-5609	157	42	the	the	DET
cana-5609	157	43	ai	ai	NOUN
cana-5609	157	44	system	system	NOUN
cana-5609	157	45	be	be	AUX
cana-5609	157	46	held	hold	VERB
cana-5609	157	47	liable	liable	ADJ
cana-5609	157	48	,	,	PUNCT
cana-5609	157	49	or	or	CCONJ
cana-5609	157	50	should	should	AUX
cana-5609	157	51	the	the	DET
cana-5609	157	52	organization	organization	NOUN
cana-5609	157	53	that	that	PRON
cana-5609	157	54	deploys	deploy	VERB
cana-5609	157	55	the	the	DET
cana-5609	157	56	technology	technology	NOUN
cana-5609	157	57	be	be	AUX
cana-5609	157	58	accountable	accountable	ADJ
cana-5609	157	59	?	?	PUNCT
cana-5609	158	1	these	these	DET
cana-5609	158	2	questions	question	NOUN
cana-5609	158	3	require	require	VERB
cana-5609	158	4	clear	clear	ADJ
cana-5609	158	5	legal	legal	ADJ
cana-5609	158	6	frameworks	framework	NOUN
cana-5609	158	7	to	to	PART
cana-5609	158	8	ensure	ensure	VERB
cana-5609	158	9	liability	liability	NOUN
cana-5609	158	10	and	and	CCONJ
cana-5609	158	11	responsibility	responsibility	NOUN
cana-5609	158	12	are	be	AUX
cana-5609	158	13	clearly	clearly	ADV
cana-5609	158	14	defined	define	VERB
cana-5609	158	15	,	,	PUNCT
cana-5609	158	16	and	and	CCONJ
cana-5609	158	17	that	that	SCONJ
cana-5609	158	18	individuals	individual	NOUN
cana-5609	158	19	harmed	harm	VERB
cana-5609	158	20	by	by	ADP
cana-5609	158	21	ai	ai	PROPN
cana-5609	158	22	systems	system	NOUN
cana-5609	158	23	have	have	AUX
cana-5609	158	24	recourse	recourse	NOUN
cana-5609	158	25	to	to	ADP
cana-5609	158	26	legal	legal	ADJ
cana-5609	158	27	remedies	remedy	NOUN
cana-5609	158	28	.	.	PUNCT
cana-5609	159	1	additionally	additionally	ADV
cana-5609	159	2	,	,	PUNCT
cana-5609	159	3	ethical	ethical	ADJ
cana-5609	159	4	concerns	concern	NOUN
cana-5609	159	5	around	around	ADP
cana-5609	159	6	human	human	ADJ
cana-5609	159	7	oversight	oversight	NOUN
cana-5609	159	8	remain	remain	VERB
cana-5609	159	9	significant	significant	ADJ
cana-5609	159	10	.	.	PUNCT
cana-5609	160	1	while	while	SCONJ
cana-5609	160	2	ai	ai	NOUN
cana-5609	160	3	can	can	AUX
cana-5609	160	4	automate	automate	VERB
cana-5609	160	5	many	many	ADJ
cana-5609	160	6	tasks	task	NOUN
cana-5609	160	7	,	,	PUNCT
cana-5609	160	8	it	it	PRON
cana-5609	160	9	is	be	AUX
cana-5609	160	10	essential	essential	ADJ
cana-5609	160	11	that	that	SCONJ
cana-5609	160	12	human	human	ADJ
cana-5609	160	13	judgment	judgment	NOUN
cana-5609	160	14	remains	remain	VERB
cana-5609	160	15	involved	involve	VERB
cana-5609	160	16	in	in	ADP
cana-5609	160	17	critical	critical	ADJ
cana-5609	160	18	decision	decision	NOUN
cana-5609	160	19	-	-	PUNCT
cana-5609	160	20	making	making	NOUN
cana-5609	160	21	,	,	PUNCT
cana-5609	160	22	particularly	particularly	ADV
cana-5609	160	23	when	when	SCONJ
cana-5609	160	24	dealing	deal	VERB
cana-5609	160	25	with	with	ADP
cana-5609	160	26	complex	complex	ADJ
cana-5609	160	27	ethical	ethical	ADJ
cana-5609	160	28	dilemmas	dilemma	NOUN
cana-5609	160	29	or	or	CCONJ
cana-5609	160	30	lifealtering	lifealtering	NOUN
cana-5609	160	31	consequences	consequence	NOUN
cana-5609	160	32	.	.	PUNCT
cana-5609	161	1	the	the	DET
cana-5609	161	2	global	global	ADJ
cana-5609	161	3	nature	nature	NOUN
cana-5609	161	4	of	of	ADP
cana-5609	161	5	ai	ai	PROPN
cana-5609	161	6	and	and	CCONJ
cana-5609	161	7	ml	ml	ADP
cana-5609	161	8	development	development	NOUN
cana-5609	161	9	presents	present	VERB
cana-5609	161	10	further	further	ADJ
cana-5609	161	11	legal	legal	ADJ
cana-5609	161	12	challenges	challenge	NOUN
cana-5609	161	13	.	.	PUNCT
cana-5609	162	1	ai	ai	VERB
cana-5609	162	2	technologies	technology	NOUN
cana-5609	162	3	often	often	ADV
cana-5609	162	4	transcend	transcend	VERB
cana-5609	162	5	national	national	ADJ
cana-5609	162	6	borders	border	NOUN
cana-5609	162	7	,	,	PUNCT
cana-5609	162	8	making	make	VERB
cana-5609	162	9	international	international	ADJ
cana-5609	162	10	regulation	regulation	NOUN
cana-5609	162	11	difficult	difficult	ADJ
cana-5609	162	12	.	.	PUNCT
cana-5609	163	1	the	the	DET
cana-5609	163	2	lack	lack	NOUN
cana-5609	163	3	of	of	ADP
cana-5609	163	4	a	a	DET
cana-5609	163	5	unified	unified	ADJ
cana-5609	163	6	international	international	ADJ
cana-5609	163	7	34	34	NUM
cana-5609	163	8	rowena	rowena	PROPN
cana-5609	163	9	rodrigues	rodrigues	PROPN
cana-5609	163	10	,	,	PUNCT
cana-5609	163	11	legal	legal	ADJ
cana-5609	163	12	and	and	CCONJ
cana-5609	163	13	human	human	ADJ
cana-5609	163	14	rights	right	NOUN
cana-5609	163	15	issues	issue	NOUN
cana-5609	163	16	of	of	ADP
cana-5609	163	17	ai	ai	NOUN
cana-5609	163	18	:	:	PUNCT
cana-5609	163	19	gaps	gap	NOUN
cana-5609	163	20	,	,	PUNCT
cana-5609	163	21	challenges	challenge	NOUN
cana-5609	163	22	and	and	CCONJ
cana-5609	163	23	vulnerabilities	vulnerability	NOUN
cana-5609	163	24	,	,	PUNCT
cana-5609	163	25	4	4	NUM
cana-5609	163	26	journal	journal	NOUN
cana-5609	163	27	of	of	ADP
cana-5609	163	28	responsible	responsible	ADJ
cana-5609	163	29	technology	technology	NOUN
cana-5609	163	30	(	(	PUNCT
cana-5609	163	31	2020	2020	NUM
cana-5609	163	32	)	)	PUNCT
cana-5609	163	33	.	.	PUNCT
cana-5609	164	1	35	35	NUM
cana-5609	164	2	supra	supra	PROPN
cana-5609	164	3	note	note	NOUN
cana-5609	164	4	29	29	NUM
cana-5609	164	5	.	.	NUM
cana-5609	164	6	36	36	NUM
cana-5609	164	7	femi	femi	PROPN
cana-5609	164	8	osasona	osasona	PROPN
cana-5609	164	9	et	et	PROPN
cana-5609	164	10	al	al	PROPN
cana-5609	164	11	,	,	PUNCT
cana-5609	164	12	reviewing	review	VERB
cana-5609	164	13	the	the	DET
cana-5609	164	14	ethical	ethical	ADJ
cana-5609	164	15	implications	implication	NOUN
cana-5609	164	16	of	of	ADP
cana-5609	164	17	ai	ai	NOUN
cana-5609	164	18	in	in	ADP
cana-5609	164	19	decision	decision	NOUN
cana-5609	164	20	making	make	VERB
cana-5609	164	21	processes	process	NOUN
cana-5609	164	22	,	,	PUNCT
cana-5609	164	23	6	6	NUM
cana-5609	164	24	international	international	ADJ
cana-5609	164	25	journal	journal	NOUN
cana-5609	164	26	of	of	ADP
cana-5609	164	27	management	management	NOUN
cana-5609	164	28	&	&	CCONJ
cana-5609	164	29	entrepreneurship	entrepreneurship	NOUN
cana-5609	164	30	research	research	NOUN
cana-5609	164	31	322	322	NUM
cana-5609	164	32	-	-	SYM
cana-5609	164	33	335	335	NUM
cana-5609	164	34	(	(	PUNCT
cana-5609	164	35	2024	2024	NUM
cana-5609	164	36	)	)	PUNCT
cana-5609	164	37	.	.	PUNCT
cana-5609	165	1	communications	communication	NOUN
cana-5609	165	2	on	on	ADP
cana-5609	165	3	applied	apply	VERB
cana-5609	165	4	nonlinear	nonlinear	ADJ
cana-5609	165	5	analysis	analysis	NOUN
cana-5609	165	6	issn	issn	NOUN
cana-5609	165	7	:	:	PUNCT
cana-5609	165	8	1074	1074	NUM
cana-5609	165	9	-	-	PUNCT
cana-5609	165	10	133x	133x	NUM
cana-5609	165	11	vol	vol	NOUN
cana-5609	165	12	32	32	NUM
cana-5609	165	13	no	no	NOUN
cana-5609	165	14	.	.	PUNCT
cana-5609	166	1	icmasd	icmasd	NOUN
cana-5609	166	2	(	(	PUNCT
cana-5609	166	3	2025	2025	NUM
cana-5609	166	4	)	)	PUNCT
cana-5609	166	5	2132	2132	NUM
cana-5609	166	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	166	7	regulatory	regulatory	ADJ
cana-5609	166	8	framework	framework	NOUN
cana-5609	166	9	for	for	ADP
cana-5609	166	10	ai	ai	PROPN
cana-5609	166	11	has	have	AUX
cana-5609	166	12	led	lead	VERB
cana-5609	166	13	to	to	PART
cana-5609	166	14	disparate	disparate	ADJ
cana-5609	166	15	laws	law	NOUN
cana-5609	166	16	and	and	CCONJ
cana-5609	166	17	regulations	regulation	NOUN
cana-5609	166	18	in	in	ADP
cana-5609	166	19	different	different	ADJ
cana-5609	166	20	countries	country	NOUN
cana-5609	166	21	,	,	PUNCT
cana-5609	166	22	creating	create	VERB
cana-5609	166	23	uncertainty	uncertainty	NOUN
cana-5609	166	24	for	for	ADP
cana-5609	166	25	businesses	business	NOUN
cana-5609	166	26	and	and	CCONJ
cana-5609	166	27	governments	government	NOUN
cana-5609	166	28	that	that	PRON
cana-5609	166	29	seek	seek	VERB
cana-5609	166	30	to	to	PART
cana-5609	166	31	deploy	deploy	VERB
cana-5609	166	32	ai	ai	ADP
cana-5609	166	33	responsibly.37	responsibly.37	NOUN
cana-5609	166	34	there	there	PRON
cana-5609	166	35	is	be	VERB
cana-5609	166	36	a	a	DET
cana-5609	166	37	need	need	NOUN
cana-5609	166	38	for	for	SCONJ
cana-5609	166	39	international	international	ADJ
cana-5609	166	40	cooperation	cooperation	NOUN
cana-5609	166	41	to	to	PART
cana-5609	166	42	establish	establish	VERB
cana-5609	166	43	common	common	ADJ
cana-5609	166	44	standards	standard	NOUN
cana-5609	166	45	for	for	ADP
cana-5609	166	46	ai	ai	PROPN
cana-5609	166	47	development	development	NOUN
cana-5609	166	48	,	,	PUNCT
cana-5609	166	49	data	data	NOUN
cana-5609	166	50	protection	protection	NOUN
cana-5609	166	51	,	,	PUNCT
cana-5609	166	52	and	and	CCONJ
cana-5609	166	53	ethical	ethical	ADJ
cana-5609	166	54	guidelines	guideline	NOUN
cana-5609	166	55	.	.	PUNCT
cana-5609	167	1	such	such	ADJ
cana-5609	167	2	standards	standard	NOUN
cana-5609	167	3	would	would	AUX
cana-5609	167	4	help	help	VERB
cana-5609	167	5	harmonize	harmonize	VERB
cana-5609	167	6	regulations	regulation	NOUN
cana-5609	167	7	across	across	ADP
cana-5609	167	8	countries	country	NOUN
cana-5609	167	9	and	and	CCONJ
cana-5609	167	10	ensure	ensure	VERB
cana-5609	167	11	that	that	SCONJ
cana-5609	167	12	ai	ai	VERB
cana-5609	167	13	technologies	technology	NOUN
cana-5609	167	14	are	be	AUX
cana-5609	167	15	developed	develop	VERB
cana-5609	167	16	and	and	CCONJ
cana-5609	167	17	deployed	deploy	VERB
cana-5609	167	18	in	in	ADP
cana-5609	167	19	ways	way	NOUN
cana-5609	167	20	that	that	PRON
cana-5609	167	21	protect	protect	VERB
cana-5609	167	22	fundamental	fundamental	ADJ
cana-5609	167	23	rights	right	NOUN
cana-5609	167	24	and	and	CCONJ
cana-5609	167	25	promote	promote	VERB
cana-5609	167	26	shared	share	VERB
cana-5609	167	27	global	global	ADJ
cana-5609	167	28	interests	interest	NOUN
cana-5609	167	29	,	,	PUNCT
cana-5609	167	30	especially	especially	ADV
cana-5609	167	31	in	in	ADP
cana-5609	167	32	addressing	address	VERB
cana-5609	167	33	the	the	DET
cana-5609	167	34	sdgs	sdgs	NOUN
cana-5609	167	35	.	.	PUNCT
cana-5609	168	1	the	the	DET
cana-5609	168	2	challenge	challenge	NOUN
cana-5609	168	3	lies	lie	VERB
cana-5609	168	4	in	in	ADP
cana-5609	168	5	creating	create	VERB
cana-5609	168	6	a	a	DET
cana-5609	168	7	regulatory	regulatory	ADJ
cana-5609	168	8	environment	environment	NOUN
cana-5609	168	9	that	that	PRON
cana-5609	168	10	balances	balance	VERB
cana-5609	168	11	innovation	innovation	NOUN
cana-5609	168	12	with	with	ADP
cana-5609	168	13	the	the	DET
cana-5609	168	14	need	need	NOUN
cana-5609	168	15	for	for	ADP
cana-5609	168	16	ethical	ethical	ADJ
cana-5609	168	17	safeguards	safeguard	NOUN
cana-5609	168	18	,	,	PUNCT
cana-5609	168	19	while	while	SCONJ
cana-5609	168	20	also	also	ADV
cana-5609	168	21	being	be	AUX
cana-5609	168	22	flexible	flexible	ADJ
cana-5609	168	23	enough	enough	ADV
cana-5609	168	24	to	to	PART
cana-5609	168	25	adapt	adapt	VERB
cana-5609	168	26	to	to	ADP
cana-5609	168	27	the	the	DET
cana-5609	168	28	rapidly	rapidly	ADV
cana-5609	168	29	evolving	evolve	VERB
cana-5609	168	30	nature	nature	NOUN
cana-5609	168	31	of	of	ADP
cana-5609	168	32	ai	ai	NOUN
cana-5609	168	33	and	and	CCONJ
cana-5609	168	34	ml	ml	NOUN
cana-5609	168	35	technologies	technology	NOUN
cana-5609	168	36	.	.	PUNCT
cana-5609	169	1	finally	finally	ADV
cana-5609	169	2	,	,	PUNCT
cana-5609	169	3	the	the	DET
cana-5609	169	4	issue	issue	NOUN
cana-5609	169	5	of	of	ADP
cana-5609	169	6	intellectual	intellectual	ADJ
cana-5609	169	7	property	property	NOUN
cana-5609	169	8	and	and	CCONJ
cana-5609	169	9	ownership	ownership	NOUN
cana-5609	169	10	in	in	ADP
cana-5609	169	11	ai	ai	PROPN
cana-5609	169	12	development	development	NOUN
cana-5609	169	13	raises	raise	VERB
cana-5609	169	14	important	important	ADJ
cana-5609	169	15	legal	legal	ADJ
cana-5609	169	16	questions	question	NOUN
cana-5609	169	17	.	.	PUNCT
cana-5609	170	1	as	as	SCONJ
cana-5609	170	2	ai	ai	PROPN
cana-5609	170	3	systems	system	NOUN
cana-5609	170	4	become	become	VERB
cana-5609	170	5	more	more	ADV
cana-5609	170	6	capable	capable	ADJ
cana-5609	170	7	of	of	ADP
cana-5609	170	8	creating	create	VERB
cana-5609	170	9	new	new	ADJ
cana-5609	170	10	innovations	innovation	NOUN
cana-5609	170	11	,	,	PUNCT
cana-5609	170	12	art	art	NOUN
cana-5609	170	13	,	,	PUNCT
cana-5609	170	14	and	and	CCONJ
cana-5609	170	15	even	even	ADV
cana-5609	170	16	scientific	scientific	ADJ
cana-5609	170	17	discoveries	discovery	NOUN
cana-5609	170	18	,	,	PUNCT
cana-5609	170	19	the	the	DET
cana-5609	170	20	question	question	NOUN
cana-5609	170	21	of	of	ADP
cana-5609	170	22	who	who	PRON
cana-5609	170	23	owns	own	VERB
cana-5609	170	24	the	the	DET
cana-5609	170	25	intellectual	intellectual	ADJ
cana-5609	170	26	property	property	NOUN
cana-5609	170	27	generated	generate	VERB
cana-5609	170	28	by	by	ADP
cana-5609	170	29	ai	ai	INTJ
cana-5609	170	30	becomes	become	VERB
cana-5609	170	31	increasingly	increasingly	ADV
cana-5609	170	32	complex.38	complex.38	NOUN
cana-5609	170	33	should	should	AUX
cana-5609	170	34	the	the	DET
cana-5609	170	35	creators	creator	NOUN
cana-5609	170	36	of	of	ADP
cana-5609	170	37	the	the	DET
cana-5609	170	38	ai	ai	PROPN
cana-5609	170	39	algorithms	algorithm	NOUN
cana-5609	170	40	be	be	AUX
cana-5609	170	41	credited	credit	VERB
cana-5609	170	42	,	,	PUNCT
cana-5609	170	43	or	or	CCONJ
cana-5609	170	44	should	should	AUX
cana-5609	170	45	the	the	DET
cana-5609	170	46	ai	ai	VERB
cana-5609	170	47	itself	itself	PRON
cana-5609	170	48	be	be	AUX
cana-5609	170	49	recognized	recognize	VERB
cana-5609	170	50	as	as	ADP
cana-5609	170	51	an	an	DET
cana-5609	170	52	inventor	inventor	NOUN
cana-5609	170	53	?	?	PUNCT
cana-5609	171	1	these	these	DET
cana-5609	171	2	questions	question	NOUN
cana-5609	171	3	have	have	VERB
cana-5609	171	4	far	far	ADV
cana-5609	171	5	-	-	PUNCT
cana-5609	171	6	reaching	reach	VERB
cana-5609	171	7	implications	implication	NOUN
cana-5609	171	8	for	for	ADP
cana-5609	171	9	patent	patent	NOUN
cana-5609	171	10	law	law	NOUN
cana-5609	171	11	and	and	CCONJ
cana-5609	171	12	copyright	copyright	NOUN
cana-5609	171	13	,	,	PUNCT
cana-5609	171	14	which	which	PRON
cana-5609	171	15	must	must	AUX
cana-5609	171	16	evolve	evolve	VERB
cana-5609	171	17	to	to	PART
cana-5609	171	18	accommodate	accommodate	VERB
cana-5609	171	19	the	the	DET
cana-5609	171	20	role	role	NOUN
cana-5609	171	21	of	of	ADP
cana-5609	171	22	ai	ai	VERB
cana-5609	171	23	in	in	ADP
cana-5609	171	24	creating	create	VERB
cana-5609	171	25	new	new	ADJ
cana-5609	171	26	intellectual	intellectual	ADJ
cana-5609	171	27	property	property	NOUN
cana-5609	171	28	.	.	PUNCT
cana-5609	172	1	ensuring	ensure	VERB
cana-5609	172	2	that	that	SCONJ
cana-5609	172	3	intellectual	intellectual	ADJ
cana-5609	172	4	property	property	NOUN
cana-5609	172	5	laws	law	NOUN
cana-5609	172	6	reflect	reflect	VERB
cana-5609	172	7	the	the	DET
cana-5609	172	8	changing	change	VERB
cana-5609	172	9	landscape	landscape	NOUN
cana-5609	172	10	of	of	ADP
cana-5609	172	11	ai	ai	NOUN
cana-5609	172	12	and	and	CCONJ
cana-5609	172	13	ml	ml	ADP
cana-5609	172	14	innovation	innovation	NOUN
cana-5609	172	15	will	will	AUX
cana-5609	172	16	be	be	AUX
cana-5609	172	17	critical	critical	ADJ
cana-5609	172	18	in	in	ADP
cana-5609	172	19	fostering	foster	VERB
cana-5609	172	20	both	both	CCONJ
cana-5609	172	21	technological	technological	ADJ
cana-5609	172	22	development	development	NOUN
cana-5609	172	23	and	and	CCONJ
cana-5609	172	24	fair	fair	ADJ
cana-5609	172	25	recognition	recognition	NOUN
cana-5609	172	26	of	of	ADP
cana-5609	172	27	contributions	contribution	NOUN
cana-5609	172	28	.	.	PUNCT
cana-5609	173	1	in	in	ADP
cana-5609	173	2	conclusion	conclusion	NOUN
cana-5609	173	3	,	,	PUNCT
cana-5609	173	4	while	while	SCONJ
cana-5609	173	5	ai	ai	AUX
cana-5609	173	6	and	and	CCONJ
cana-5609	173	7	ml	ml	ADP
cana-5609	173	8	technologies	technology	NOUN
cana-5609	173	9	hold	hold	VERB
cana-5609	173	10	enormous	enormous	ADJ
cana-5609	173	11	promise	promise	NOUN
cana-5609	173	12	for	for	ADP
cana-5609	173	13	advancing	advance	VERB
cana-5609	173	14	the	the	DET
cana-5609	173	15	sdgs	sdgs	NOUN
cana-5609	173	16	,	,	PUNCT
cana-5609	173	17	their	their	PRON
cana-5609	173	18	rapid	rapid	ADJ
cana-5609	173	19	advancement	advancement	NOUN
cana-5609	173	20	necessitates	necessitate	VERB
cana-5609	173	21	careful	careful	ADJ
cana-5609	173	22	consideration	consideration	NOUN
cana-5609	173	23	of	of	ADP
cana-5609	173	24	the	the	DET
cana-5609	173	25	legal	legal	ADJ
cana-5609	173	26	and	and	CCONJ
cana-5609	173	27	ethical	ethical	ADJ
cana-5609	173	28	challenges	challenge	NOUN
cana-5609	173	29	they	they	PRON
cana-5609	173	30	pose	pose	VERB
cana-5609	173	31	.	.	PUNCT
cana-5609	174	1	effective	effective	ADJ
cana-5609	174	2	regulation	regulation	NOUN
cana-5609	174	3	is	be	AUX
cana-5609	174	4	key	key	ADJ
cana-5609	174	5	to	to	ADP
cana-5609	174	6	ensuring	ensure	VERB
cana-5609	174	7	that	that	SCONJ
cana-5609	174	8	these	these	DET
cana-5609	174	9	technologies	technology	NOUN
cana-5609	174	10	contribute	contribute	VERB
cana-5609	174	11	positively	positively	ADV
cana-5609	174	12	to	to	ADP
cana-5609	174	13	societal	societal	ADJ
cana-5609	174	14	wellbeing	wellbeing	NOUN
cana-5609	174	15	,	,	PUNCT
cana-5609	174	16	safeguard	safeguard	VERB
cana-5609	174	17	human	human	ADJ
cana-5609	174	18	rights	right	NOUN
cana-5609	174	19	,	,	PUNCT
cana-5609	174	20	and	and	CCONJ
cana-5609	174	21	promote	promote	VERB
cana-5609	174	22	fairness	fairness	NOUN
cana-5609	174	23	.	.	PUNCT
cana-5609	175	1	governments	government	NOUN
cana-5609	175	2	,	,	PUNCT
cana-5609	175	3	international	international	ADJ
cana-5609	175	4	bodies	body	NOUN
cana-5609	175	5	,	,	PUNCT
cana-5609	175	6	and	and	CCONJ
cana-5609	175	7	the	the	DET
cana-5609	175	8	tech	tech	NOUN
cana-5609	175	9	industry	industry	NOUN
cana-5609	175	10	must	must	AUX
cana-5609	175	11	work	work	VERB
cana-5609	175	12	collaboratively	collaboratively	ADV
cana-5609	175	13	to	to	PART
cana-5609	175	14	develop	develop	VERB
cana-5609	175	15	robust	robust	ADJ
cana-5609	175	16	legal	legal	ADJ
cana-5609	175	17	frameworks	framework	NOUN
cana-5609	175	18	that	that	PRON
cana-5609	175	19	address	address	VERB
cana-5609	175	20	data	datum	NOUN
cana-5609	175	21	privacy	privacy	NOUN
cana-5609	175	22	,	,	PUNCT
cana-5609	175	23	accountability	accountability	NOUN
cana-5609	175	24	,	,	PUNCT
cana-5609	175	25	algorithmic	algorithmic	ADJ
cana-5609	175	26	bias	bias	NOUN
cana-5609	175	27	,	,	PUNCT
cana-5609	175	28	liability	liability	NOUN
cana-5609	175	29	,	,	PUNCT
cana-5609	175	30	and	and	CCONJ
cana-5609	175	31	intellectual	intellectual	ADJ
cana-5609	175	32	property.39	property.39	NOUN
cana-5609	175	33	by	by	ADP
cana-5609	175	34	doing	do	VERB
cana-5609	175	35	so	so	ADV
cana-5609	175	36	,	,	PUNCT
cana-5609	175	37	we	we	PRON
cana-5609	175	38	can	can	AUX
cana-5609	175	39	maximize	maximize	VERB
cana-5609	175	40	the	the	DET
cana-5609	175	41	benefits	benefit	NOUN
cana-5609	175	42	of	of	ADP
cana-5609	175	43	ai	ai	PROPN
cana-5609	175	44	and	and	CCONJ
cana-5609	175	45	ml	ml	INTJ
cana-5609	175	46	while	while	SCONJ
cana-5609	175	47	mitigating	mitigate	VERB
cana-5609	175	48	their	their	PRON
cana-5609	175	49	potential	potential	ADJ
cana-5609	175	50	risks	risk	NOUN
cana-5609	175	51	,	,	PUNCT
cana-5609	175	52	ensuring	ensure	VERB
cana-5609	175	53	that	that	SCONJ
cana-5609	175	54	these	these	DET
cana-5609	175	55	technologies	technology	NOUN
cana-5609	175	56	align	align	VERB
cana-5609	175	57	with	with	ADP
cana-5609	175	58	the	the	DET
cana-5609	175	59	ethical	ethical	ADJ
cana-5609	175	60	values	value	NOUN
cana-5609	175	61	necessary	necessary	ADJ
cana-5609	175	62	for	for	ADP
cana-5609	175	63	achieving	achieve	VERB
cana-5609	175	64	the	the	DET
cana-5609	175	65	sustainable	sustainable	ADJ
cana-5609	175	66	development	development	NOUN
cana-5609	175	67	goals	goal	NOUN
cana-5609	175	68	.	.	PUNCT
cana-5609	176	1	proposals	proposal	NOUN
cana-5609	176	2	for	for	ADP
cana-5609	176	3	an	an	DET
cana-5609	176	4	effective	effective	ADJ
cana-5609	176	5	regulatory	regulatory	ADJ
cana-5609	176	6	framework	framework	NOUN
cana-5609	176	7	as	as	ADP
cana-5609	176	8	artificial	artificial	ADJ
cana-5609	176	9	intelligence	intelligence	NOUN
cana-5609	176	10	(	(	PUNCT
cana-5609	176	11	ai	ai	NOUN
cana-5609	176	12	)	)	PUNCT
cana-5609	176	13	and	and	CCONJ
cana-5609	176	14	machine	machine	NOUN
cana-5609	176	15	learning	learning	NOUN
cana-5609	176	16	(	(	PUNCT
cana-5609	176	17	ml	ml	NOUN
cana-5609	176	18	)	)	PUNCT
cana-5609	176	19	continue	continue	VERB
cana-5609	176	20	to	to	PART
cana-5609	176	21	play	play	VERB
cana-5609	176	22	a	a	DET
cana-5609	176	23	pivotal	pivotal	ADJ
cana-5609	176	24	role	role	NOUN
cana-5609	176	25	in	in	ADP
cana-5609	176	26	advancing	advance	VERB
cana-5609	176	27	the	the	DET
cana-5609	176	28	united	united	PROPN
cana-5609	176	29	nations	nations	PROPN
cana-5609	176	30	'	'	PART
cana-5609	176	31	sustainable	sustainable	ADJ
cana-5609	176	32	development	development	NOUN
cana-5609	176	33	goals	goal	NOUN
cana-5609	176	34	(	(	PUNCT
cana-5609	176	35	sdgs	sdgs	ADJ
cana-5609	176	36	)	)	PUNCT
cana-5609	176	37	,	,	PUNCT
cana-5609	176	38	the	the	DET
cana-5609	176	39	need	need	NOUN
cana-5609	176	40	for	for	ADP
cana-5609	176	41	effective	effective	ADJ
cana-5609	176	42	legal	legal	ADJ
cana-5609	176	43	and	and	CCONJ
cana-5609	176	44	ethical	ethical	ADJ
cana-5609	176	45	frameworks	framework	NOUN
cana-5609	176	46	to	to	PART
cana-5609	176	47	regulate	regulate	VERB
cana-5609	176	48	their	their	PRON
cana-5609	176	49	use	use	NOUN
cana-5609	176	50	becomes	become	VERB
cana-5609	176	51	increasingly	increasingly	ADV
cana-5609	176	52	critical	critical	ADJ
cana-5609	176	53	.	.	PUNCT
cana-5609	177	1	while	while	SCONJ
cana-5609	177	2	ai	ai	VERB
cana-5609	177	3	and	and	CCONJ
cana-5609	177	4	ml	ml	PART
cana-5609	177	5	offer	offer	VERB
cana-5609	177	6	transformative	transformative	ADJ
cana-5609	177	7	potential	potential	NOUN
cana-5609	177	8	in	in	ADP
cana-5609	177	9	areas	area	NOUN
cana-5609	177	10	such	such	ADJ
cana-5609	177	11	as	as	ADP
cana-5609	177	12	healthcare	healthcare	NOUN
cana-5609	177	13	,	,	PUNCT
cana-5609	177	14	agriculture	agriculture	NOUN
cana-5609	177	15	,	,	PUNCT
cana-5609	177	16	education	education	NOUN
cana-5609	177	17	,	,	PUNCT
cana-5609	177	18	and	and	CCONJ
cana-5609	177	19	climate	climate	NOUN
cana-5609	177	20	action	action	NOUN
cana-5609	177	21	,	,	PUNCT
cana-5609	177	22	the	the	DET
cana-5609	177	23	legal	legal	ADJ
cana-5609	177	24	and	and	CCONJ
cana-5609	177	25	ethical	ethical	ADJ
cana-5609	177	26	challenges	challenge	NOUN
cana-5609	177	27	surrounding	surround	VERB
cana-5609	177	28	their	their	PRON
cana-5609	177	29	deployment	deployment	NOUN
cana-5609	177	30	can	can	AUX
cana-5609	177	31	not	not	PART
cana-5609	177	32	be	be	AUX
cana-5609	177	33	overlooked	overlook	VERB
cana-5609	177	34	.	.	PUNCT
cana-5609	178	1	issues	issue	NOUN
cana-5609	178	2	such	such	ADJ
cana-5609	178	3	as	as	ADP
cana-5609	178	4	data	data	NOUN
cana-5609	178	5	privacy	privacy	NOUN
cana-5609	178	6	,	,	PUNCT
cana-5609	178	7	transparency	transparency	NOUN
cana-5609	178	8	,	,	PUNCT
cana-5609	178	9	algorithmic	algorithmic	ADJ
cana-5609	178	10	bias	bias	NOUN
cana-5609	178	11	,	,	PUNCT
cana-5609	178	12	accountability	accountability	NOUN
cana-5609	178	13	,	,	PUNCT
cana-5609	178	14	and	and	CCONJ
cana-5609	178	15	international	international	ADJ
cana-5609	178	16	cooperation	cooperation	NOUN
cana-5609	178	17	require	require	VERB
cana-5609	178	18	careful	careful	ADJ
cana-5609	178	19	consideration	consideration	NOUN
cana-5609	178	20	.	.	PUNCT
cana-5609	179	1	to	to	PART
cana-5609	179	2	ensure	ensure	VERB
cana-5609	179	3	that	that	SCONJ
cana-5609	179	4	ai	ai	VERB
cana-5609	179	5	and	and	CCONJ
cana-5609	179	6	ml	ml	PART
cana-5609	179	7	contribute	contribute	VERB
cana-5609	179	8	positively	positively	ADV
cana-5609	179	9	to	to	ADP
cana-5609	179	10	achieving	achieve	VERB
cana-5609	179	11	the	the	DET
cana-5609	179	12	sdgs	sdgs	NOUN
cana-5609	179	13	,	,	PUNCT
cana-5609	179	14	a	a	DET
cana-5609	179	15	robust	robust	ADJ
cana-5609	179	16	regulatory	regulatory	ADJ
cana-5609	179	17	framework	framework	NOUN
cana-5609	179	18	is	be	AUX
cana-5609	179	19	essential.40	essential.40	NOUN
cana-5609	179	20	this	this	DET
cana-5609	179	21	chapter	chapter	NOUN
cana-5609	179	22	explores	explore	VERB
cana-5609	179	23	the	the	DET
cana-5609	179	24	legal	legal	ADJ
cana-5609	179	25	and	and	CCONJ
cana-5609	179	26	ethical	ethical	ADJ
cana-5609	179	27	challenges	challenge	NOUN
cana-5609	179	28	posed	pose	VERB
cana-5609	179	29	by	by	ADP
cana-5609	179	30	37	37	NUM
cana-5609	179	31	olivia	olivia	PROPN
cana-5609	179	32	j	j	PROPN
cana-5609	179	33	erdélyi	erdélyi	PROPN
cana-5609	179	34	&	&	CCONJ
cana-5609	179	35	judy	judy	PROPN
cana-5609	179	36	goldsmith	goldsmith	PROPN
cana-5609	179	37	,	,	PUNCT
cana-5609	179	38	regulating	regulate	VERB
cana-5609	179	39	artificial	artificial	ADJ
cana-5609	179	40	intelligence	intelligence	NOUN
cana-5609	179	41	:	:	PUNCT
cana-5609	179	42	proposal	proposal	NOUN
cana-5609	179	43	for	for	ADP
cana-5609	179	44	a	a	DET
cana-5609	179	45	global	global	ADJ
cana-5609	179	46	solution	solution	NOUN
cana-5609	179	47	,	,	PUNCT
cana-5609	179	48	39	39	NUM
cana-5609	179	49	government	government	NOUN
cana-5609	179	50	information	information	NOUN
cana-5609	179	51	quarterly	quarterly	ADV
cana-5609	179	52	(	(	PUNCT
cana-5609	179	53	2022	2022	NUM
cana-5609	179	54	)	)	PUNCT
cana-5609	179	55	.	.	PUNCT
cana-5609	180	1	38	38	NUM
cana-5609	180	2	aakib	aakib	PROPN
cana-5609	180	3	khan	khan	PROPN
cana-5609	180	4	&	&	CCONJ
cana-5609	180	5	prashant	prashant	PROPN
cana-5609	180	6	vaishnav	vaishnav	PROPN
cana-5609	180	7	,	,	PUNCT
cana-5609	180	8	intellectual	intellectual	ADJ
cana-5609	180	9	property	property	NOUN
cana-5609	180	10	law	law	NOUN
cana-5609	180	11	in	in	ADP
cana-5609	180	12	the	the	DET
cana-5609	180	13	era	era	NOUN
cana-5609	180	14	of	of	ADP
cana-5609	180	15	artificial	artificial	ADJ
cana-5609	180	16	intelligence	intelligence	NOUN
cana-5609	180	17	,	,	PUNCT
cana-5609	180	18	6	6	NUM
cana-5609	180	19	international	international	ADJ
cana-5609	180	20	journal	journal	NOUN
cana-5609	180	21	of	of	ADP
cana-5609	180	22	law	law	NOUN
cana-5609	180	23	,	,	PUNCT
cana-5609	180	24	policy	policy	NOUN
cana-5609	180	25	and	and	CCONJ
cana-5609	180	26	social	social	ADJ
cana-5609	180	27	review	review	NOUN
cana-5609	180	28	125	125	NUM
cana-5609	180	29	-	-	SYM
cana-5609	180	30	129	129	NUM
cana-5609	180	31	(	(	PUNCT
cana-5609	180	32	2024	2024	NUM
cana-5609	180	33	)	)	PUNCT
cana-5609	180	34	.	.	PUNCT
cana-5609	181	1	39	39	NUM
cana-5609	181	2	supra	supra	PROPN
cana-5609	181	3	note	note	NOUN
cana-5609	181	4	34	34	NUM
cana-5609	181	5	.	.	SYM
cana-5609	181	6	40	40	NUM
cana-5609	181	7	supra	supra	PROPN
cana-5609	181	8	note	note	NOUN
cana-5609	181	9	31	31	NUM
cana-5609	181	10	.	.	PUNCT
cana-5609	182	1	communications	communication	NOUN
cana-5609	182	2	on	on	ADP
cana-5609	182	3	applied	apply	VERB
cana-5609	182	4	nonlinear	nonlinear	ADJ
cana-5609	182	5	analysis	analysis	NOUN
cana-5609	182	6	issn	issn	NOUN
cana-5609	182	7	:	:	PUNCT
cana-5609	182	8	1074	1074	NUM
cana-5609	182	9	-	-	PUNCT
cana-5609	182	10	133x	133x	NUM
cana-5609	182	11	vol	vol	NOUN
cana-5609	182	12	32	32	NUM
cana-5609	182	13	no	no	NOUN
cana-5609	182	14	.	.	PUNCT
cana-5609	183	1	icmasd	icmasd	NOUN
cana-5609	183	2	(	(	PUNCT
cana-5609	183	3	2025	2025	NUM
cana-5609	183	4	)	)	PUNCT
cana-5609	183	5	2133	2133	NUM
cana-5609	183	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	184	1	these	these	DET
cana-5609	184	2	technologies	technology	NOUN
cana-5609	184	3	and	and	CCONJ
cana-5609	184	4	proposes	propose	VERB
cana-5609	184	5	a	a	DET
cana-5609	184	6	comprehensive	comprehensive	ADJ
cana-5609	184	7	approach	approach	NOUN
cana-5609	184	8	to	to	ADP
cana-5609	184	9	regulation	regulation	NOUN
cana-5609	184	10	that	that	PRON
cana-5609	184	11	balances	balance	VERB
cana-5609	184	12	innovation	innovation	NOUN
cana-5609	184	13	with	with	ADP
cana-5609	184	14	the	the	DET
cana-5609	184	15	protection	protection	NOUN
cana-5609	184	16	of	of	ADP
cana-5609	184	17	human	human	ADJ
cana-5609	184	18	rights	right	NOUN
cana-5609	184	19	,	,	PUNCT
cana-5609	184	20	fairness	fairness	NOUN
cana-5609	184	21	,	,	PUNCT
cana-5609	184	22	and	and	CCONJ
cana-5609	184	23	inclusivity	inclusivity	NOUN
cana-5609	184	24	.	.	PUNCT
cana-5609	185	1	one	one	NUM
cana-5609	185	2	of	of	ADP
cana-5609	185	3	the	the	DET
cana-5609	185	4	most	most	ADV
cana-5609	185	5	significant	significant	ADJ
cana-5609	185	6	legal	legal	ADJ
cana-5609	185	7	challenges	challenge	NOUN
cana-5609	185	8	surrounding	surround	VERB
cana-5609	185	9	ai	ai	VERB
cana-5609	185	10	and	and	CCONJ
cana-5609	185	11	ml	ml	PROPN
cana-5609	185	12	is	be	AUX
cana-5609	185	13	the	the	DET
cana-5609	185	14	protection	protection	NOUN
cana-5609	185	15	of	of	ADP
cana-5609	185	16	data	datum	NOUN
cana-5609	185	17	privacy	privacy	NOUN
cana-5609	185	18	.	.	PUNCT
cana-5609	186	1	these	these	DET
cana-5609	186	2	technologies	technology	NOUN
cana-5609	186	3	rely	rely	VERB
cana-5609	186	4	heavily	heavily	ADV
cana-5609	186	5	on	on	ADP
cana-5609	186	6	vast	vast	ADJ
cana-5609	186	7	amounts	amount	NOUN
cana-5609	186	8	of	of	ADP
cana-5609	186	9	data	datum	NOUN
cana-5609	186	10	,	,	PUNCT
cana-5609	186	11	much	much	ADJ
cana-5609	186	12	of	of	ADP
cana-5609	186	13	which	which	PRON
cana-5609	186	14	is	be	AUX
cana-5609	186	15	personal	personal	ADJ
cana-5609	186	16	or	or	CCONJ
cana-5609	186	17	sensitive	sensitive	ADJ
cana-5609	186	18	in	in	ADP
cana-5609	186	19	nature	nature	NOUN
cana-5609	186	20	.	.	PUNCT
cana-5609	187	1	data	data	PROPN
cana-5609	187	2	privacy	privacy	NOUN
cana-5609	187	3	regulations	regulation	NOUN
cana-5609	187	4	like	like	ADP
cana-5609	187	5	the	the	DET
cana-5609	187	6	european	european	PROPN
cana-5609	187	7	union	union	PROPN
cana-5609	187	8	's	's	PART
cana-5609	187	9	general	general	ADJ
cana-5609	187	10	data	datum	NOUN
cana-5609	187	11	protection	protection	NOUN
cana-5609	187	12	regulation	regulation	NOUN
cana-5609	187	13	(	(	PUNCT
cana-5609	187	14	gdpr	gdpr	NOUN
cana-5609	187	15	)	)	PUNCT
cana-5609	187	16	have	have	AUX
cana-5609	187	17	set	set	VERB
cana-5609	187	18	important	important	ADJ
cana-5609	187	19	precedents	precedent	NOUN
cana-5609	187	20	by	by	ADP
cana-5609	187	21	granting	grant	VERB
cana-5609	187	22	individuals	individual	NOUN
cana-5609	187	23	rights	right	NOUN
cana-5609	187	24	over	over	ADP
cana-5609	187	25	their	their	PRON
cana-5609	187	26	data	datum	NOUN
cana-5609	187	27	.	.	PUNCT
cana-5609	188	1	however	however	ADV
cana-5609	188	2	,	,	PUNCT
cana-5609	188	3	the	the	DET
cana-5609	188	4	rapid	rapid	ADJ
cana-5609	188	5	development	development	NOUN
cana-5609	188	6	of	of	ADP
cana-5609	188	7	ai	ai	PROPN
cana-5609	188	8	and	and	CCONJ
cana-5609	188	9	ml	ml	PROPN
cana-5609	188	10	technologies	technology	NOUN
cana-5609	188	11	has	have	AUX
cana-5609	188	12	highlighted	highlight	VERB
cana-5609	188	13	gaps	gap	NOUN
cana-5609	188	14	in	in	ADP
cana-5609	188	15	existing	exist	VERB
cana-5609	188	16	laws	law	NOUN
cana-5609	188	17	.	.	PUNCT
cana-5609	189	1	traditional	traditional	ADJ
cana-5609	189	2	data	datum	NOUN
cana-5609	189	3	protection	protection	NOUN
cana-5609	189	4	laws	law	NOUN
cana-5609	189	5	often	often	ADV
cana-5609	189	6	fail	fail	VERB
cana-5609	189	7	to	to	PART
cana-5609	189	8	account	account	VERB
cana-5609	189	9	for	for	ADP
cana-5609	189	10	the	the	DET
cana-5609	189	11	complexities	complexity	NOUN
cana-5609	189	12	of	of	ADP
cana-5609	189	13	ai	ai	NOUN
cana-5609	189	14	,	,	PUNCT
cana-5609	189	15	where	where	SCONJ
cana-5609	189	16	data	datum	NOUN
cana-5609	189	17	may	may	AUX
cana-5609	189	18	be	be	AUX
cana-5609	189	19	used	use	VERB
cana-5609	189	20	in	in	ADP
cana-5609	189	21	ways	way	NOUN
cana-5609	189	22	that	that	PRON
cana-5609	189	23	are	be	AUX
cana-5609	189	24	difficult	difficult	ADJ
cana-5609	189	25	to	to	PART
cana-5609	189	26	predict	predict	VERB
cana-5609	189	27	or	or	CCONJ
cana-5609	189	28	understand	understand	VERB
cana-5609	189	29	.	.	PUNCT
cana-5609	190	1	therefore	therefore	ADV
cana-5609	190	2	,	,	PUNCT
cana-5609	190	3	a	a	DET
cana-5609	190	4	more	more	ADV
cana-5609	190	5	dynamic	dynamic	ADJ
cana-5609	190	6	and	and	CCONJ
cana-5609	190	7	adaptable	adaptable	ADJ
cana-5609	190	8	regulatory	regulatory	ADJ
cana-5609	190	9	framework	framework	NOUN
cana-5609	190	10	is	be	AUX
cana-5609	190	11	required	require	VERB
cana-5609	190	12	,	,	PUNCT
cana-5609	190	13	one	one	NUM
cana-5609	190	14	that	that	PRON
cana-5609	190	15	can	can	AUX
cana-5609	190	16	evolve	evolve	VERB
cana-5609	190	17	alongside	alongside	ADP
cana-5609	190	18	technological	technological	ADJ
cana-5609	190	19	advancements.41	advancements.41	NOUN
cana-5609	190	20	this	this	DET
cana-5609	190	21	framework	framework	NOUN
cana-5609	190	22	should	should	AUX
cana-5609	190	23	not	not	PART
cana-5609	190	24	only	only	ADV
cana-5609	190	25	ensure	ensure	VERB
cana-5609	190	26	data	datum	NOUN
cana-5609	190	27	privacy	privacy	NOUN
cana-5609	190	28	but	but	CCONJ
cana-5609	190	29	also	also	ADV
cana-5609	190	30	mandate	mandate	VERB
cana-5609	190	31	transparency	transparency	NOUN
cana-5609	190	32	in	in	ADP
cana-5609	190	33	how	how	SCONJ
cana-5609	190	34	data	datum	NOUN
cana-5609	190	35	is	be	AUX
cana-5609	190	36	collected	collect	VERB
cana-5609	190	37	,	,	PUNCT
cana-5609	190	38	processed	process	VERB
cana-5609	190	39	,	,	PUNCT
cana-5609	190	40	and	and	CCONJ
cana-5609	190	41	used	use	VERB
cana-5609	190	42	by	by	ADP
cana-5609	190	43	ai	ai	PROPN
cana-5609	190	44	systems	system	NOUN
cana-5609	190	45	.	.	PUNCT
cana-5609	191	1	such	such	ADJ
cana-5609	191	2	transparency	transparency	NOUN
cana-5609	191	3	is	be	AUX
cana-5609	191	4	crucial	crucial	ADJ
cana-5609	191	5	for	for	ADP
cana-5609	191	6	fostering	foster	VERB
cana-5609	191	7	trust	trust	NOUN
cana-5609	191	8	and	and	CCONJ
cana-5609	191	9	enabling	enable	VERB
cana-5609	191	10	individuals	individual	NOUN
cana-5609	191	11	to	to	PART
cana-5609	191	12	make	make	VERB
cana-5609	191	13	informed	informed	ADJ
cana-5609	191	14	decisions	decision	NOUN
cana-5609	191	15	about	about	ADP
cana-5609	191	16	the	the	DET
cana-5609	191	17	use	use	NOUN
cana-5609	191	18	of	of	ADP
cana-5609	191	19	their	their	PRON
cana-5609	191	20	personal	personal	ADJ
cana-5609	191	21	data	datum	NOUN
cana-5609	191	22	.	.	PUNCT
cana-5609	192	1	in	in	ADP
cana-5609	192	2	addition	addition	NOUN
cana-5609	192	3	to	to	ADP
cana-5609	192	4	data	data	PROPN
cana-5609	192	5	privacy	privacy	NOUN
cana-5609	192	6	,	,	PUNCT
cana-5609	192	7	algorithmic	algorithmic	ADJ
cana-5609	192	8	transparency	transparency	NOUN
cana-5609	192	9	and	and	CCONJ
cana-5609	192	10	accountability	accountability	NOUN
cana-5609	192	11	represent	represent	VERB
cana-5609	192	12	another	another	DET
cana-5609	192	13	major	major	ADJ
cana-5609	192	14	concern	concern	NOUN
cana-5609	192	15	.	.	PUNCT
cana-5609	193	1	ai	ai	VERB
cana-5609	193	2	systems	system	NOUN
cana-5609	193	3	,	,	PUNCT
cana-5609	193	4	especially	especially	ADV
cana-5609	193	5	those	those	PRON
cana-5609	193	6	based	base	VERB
cana-5609	193	7	on	on	ADP
cana-5609	193	8	deep	deep	ADJ
cana-5609	193	9	learning	learning	NOUN
cana-5609	193	10	,	,	PUNCT
cana-5609	193	11	often	often	ADV
cana-5609	193	12	operate	operate	VERB
cana-5609	193	13	as	as	ADP
cana-5609	193	14	"	"	PUNCT
cana-5609	193	15	black	black	ADJ
cana-5609	193	16	boxes	box	NOUN
cana-5609	193	17	,	,	PUNCT
cana-5609	193	18	"	"	PUNCT
cana-5609	193	19	making	make	VERB
cana-5609	193	20	it	it	PRON
cana-5609	193	21	difficult	difficult	ADJ
cana-5609	193	22	for	for	SCONJ
cana-5609	193	23	users	user	NOUN
cana-5609	193	24	to	to	PART
cana-5609	193	25	understand	understand	VERB
cana-5609	193	26	how	how	SCONJ
cana-5609	193	27	decisions	decision	NOUN
cana-5609	193	28	are	be	AUX
cana-5609	193	29	made	make	VERB
cana-5609	193	30	.	.	PUNCT
cana-5609	194	1	this	this	DET
cana-5609	194	2	lack	lack	NOUN
cana-5609	194	3	of	of	ADP
cana-5609	194	4	explainability	explainability	NOUN
cana-5609	194	5	can	can	AUX
cana-5609	194	6	be	be	AUX
cana-5609	194	7	problematic	problematic	ADJ
cana-5609	194	8	,	,	PUNCT
cana-5609	194	9	particularly	particularly	ADV
cana-5609	194	10	in	in	ADP
cana-5609	194	11	high	high	ADJ
cana-5609	194	12	-	-	PUNCT
cana-5609	194	13	stakes	stake	NOUN
cana-5609	194	14	applications	application	NOUN
cana-5609	194	15	like	like	ADP
cana-5609	194	16	healthcare	healthcare	NOUN
cana-5609	194	17	,	,	PUNCT
cana-5609	194	18	criminal	criminal	ADJ
cana-5609	194	19	justice	justice	NOUN
cana-5609	194	20	,	,	PUNCT
cana-5609	194	21	or	or	CCONJ
cana-5609	194	22	finance	finance	NOUN
cana-5609	194	23	,	,	PUNCT
cana-5609	194	24	where	where	SCONJ
cana-5609	194	25	the	the	DET
cana-5609	194	26	consequences	consequence	NOUN
cana-5609	194	27	of	of	ADP
cana-5609	194	28	ai	ai	VERB
cana-5609	194	29	decisions	decision	NOUN
cana-5609	194	30	can	can	AUX
cana-5609	194	31	be	be	AUX
cana-5609	194	32	life	life	NOUN
cana-5609	194	33	-	-	PUNCT
cana-5609	194	34	altering	alter	VERB
cana-5609	194	35	.	.	PUNCT
cana-5609	195	1	to	to	PART
cana-5609	195	2	address	address	VERB
cana-5609	195	3	this	this	DET
cana-5609	195	4	challenge	challenge	NOUN
cana-5609	195	5	,	,	PUNCT
cana-5609	195	6	regulators	regulator	NOUN
cana-5609	195	7	must	must	AUX
cana-5609	195	8	require	require	VERB
cana-5609	195	9	that	that	SCONJ
cana-5609	195	10	ai	ai	PROPN
cana-5609	195	11	systems	system	NOUN
cana-5609	195	12	are	be	AUX
cana-5609	195	13	auditable	auditable	ADJ
cana-5609	195	14	and	and	CCONJ
cana-5609	195	15	explainable.42	explainable.42	PRON
cana-5609	195	16	this	this	PRON
cana-5609	195	17	includes	include	VERB
cana-5609	195	18	developing	develop	VERB
cana-5609	195	19	standards	standard	NOUN
cana-5609	195	20	for	for	ADP
cana-5609	195	21	the	the	DET
cana-5609	195	22	explainability	explainability	NOUN
cana-5609	195	23	of	of	ADP
cana-5609	195	24	algorithms	algorithm	NOUN
cana-5609	195	25	and	and	CCONJ
cana-5609	195	26	requiring	require	VERB
cana-5609	195	27	companies	company	NOUN
cana-5609	195	28	to	to	PART
cana-5609	195	29	provide	provide	VERB
cana-5609	195	30	clear	clear	ADJ
cana-5609	195	31	,	,	PUNCT
cana-5609	195	32	understandable	understandable	ADJ
cana-5609	195	33	explanations	explanation	NOUN
cana-5609	195	34	of	of	ADP
cana-5609	195	35	how	how	SCONJ
cana-5609	195	36	ai	ai	AUX
cana-5609	195	37	systems	system	NOUN
cana-5609	195	38	arrive	arrive	VERB
cana-5609	195	39	at	at	ADP
cana-5609	195	40	decisions	decision	NOUN
cana-5609	195	41	.	.	PUNCT
cana-5609	196	1	additionally	additionally	ADV
cana-5609	196	2	,	,	PUNCT
cana-5609	196	3	audit	audit	NOUN
cana-5609	196	4	trails	trail	NOUN
cana-5609	196	5	should	should	AUX
cana-5609	196	6	be	be	AUX
cana-5609	196	7	implemented	implement	VERB
cana-5609	196	8	to	to	PART
cana-5609	196	9	track	track	VERB
cana-5609	196	10	the	the	DET
cana-5609	196	11	development	development	NOUN
cana-5609	196	12	,	,	PUNCT
cana-5609	196	13	training	training	NOUN
cana-5609	196	14	,	,	PUNCT
cana-5609	196	15	and	and	CCONJ
cana-5609	196	16	decision	decision	NOUN
cana-5609	196	17	-	-	PUNCT
cana-5609	196	18	making	make	VERB
cana-5609	196	19	processes	process	NOUN
cana-5609	196	20	of	of	ADP
cana-5609	196	21	ai	ai	PROPN
cana-5609	196	22	models	model	NOUN
cana-5609	196	23	,	,	PUNCT
cana-5609	196	24	ensuring	ensure	VERB
cana-5609	196	25	that	that	SCONJ
cana-5609	196	26	accountability	accountability	NOUN
cana-5609	196	27	is	be	AUX
cana-5609	196	28	maintained	maintain	VERB
cana-5609	196	29	throughout	throughout	ADP
cana-5609	196	30	their	their	PRON
cana-5609	196	31	lifecycle	lifecycle	NOUN
cana-5609	196	32	.	.	PUNCT
cana-5609	197	1	another	another	DET
cana-5609	197	2	critical	critical	ADJ
cana-5609	197	3	issue	issue	NOUN
cana-5609	197	4	is	be	AUX
cana-5609	197	5	the	the	DET
cana-5609	197	6	prevalence	prevalence	NOUN
cana-5609	197	7	of	of	ADP
cana-5609	197	8	algorithmic	algorithmic	ADJ
cana-5609	197	9	bias	bias	NOUN
cana-5609	197	10	,	,	PUNCT
cana-5609	197	11	which	which	PRON
cana-5609	197	12	can	can	AUX
cana-5609	197	13	perpetuate	perpetuate	VERB
cana-5609	197	14	and	and	CCONJ
cana-5609	197	15	amplify	amplify	VERB
cana-5609	197	16	existing	exist	VERB
cana-5609	197	17	societal	societal	ADJ
cana-5609	197	18	inequalities	inequality	NOUN
cana-5609	197	19	.	.	PUNCT
cana-5609	198	1	ai	ai	VERB
cana-5609	198	2	systems	system	NOUN
cana-5609	198	3	are	be	AUX
cana-5609	198	4	trained	train	VERB
cana-5609	198	5	on	on	ADP
cana-5609	198	6	data	datum	NOUN
cana-5609	198	7	that	that	PRON
cana-5609	198	8	often	often	ADV
cana-5609	198	9	reflect	reflect	VERB
cana-5609	198	10	historical	historical	ADJ
cana-5609	198	11	biases	bias	NOUN
cana-5609	198	12	,	,	PUNCT
cana-5609	198	13	leading	lead	VERB
cana-5609	198	14	to	to	ADP
cana-5609	198	15	biased	biased	ADJ
cana-5609	198	16	outcomes	outcome	NOUN
cana-5609	198	17	in	in	ADP
cana-5609	198	18	critical	critical	ADJ
cana-5609	198	19	areas	area	NOUN
cana-5609	198	20	such	such	ADJ
cana-5609	198	21	as	as	ADP
cana-5609	198	22	hiring	hiring	NOUN
cana-5609	198	23	,	,	PUNCT
cana-5609	198	24	criminal	criminal	ADJ
cana-5609	198	25	sentencing	sentencing	NOUN
cana-5609	198	26	,	,	PUNCT
cana-5609	198	27	or	or	CCONJ
cana-5609	198	28	lending	lending	NOUN
cana-5609	198	29	.	.	PUNCT
cana-5609	199	1	in	in	ADP
cana-5609	199	2	order	order	NOUN
cana-5609	199	3	to	to	PART
cana-5609	199	4	prevent	prevent	VERB
cana-5609	199	5	discrimination	discrimination	NOUN
cana-5609	199	6	and	and	CCONJ
cana-5609	199	7	ensure	ensure	VERB
cana-5609	199	8	fairness	fairness	NOUN
cana-5609	199	9	,	,	PUNCT
cana-5609	199	10	regulatory	regulatory	ADJ
cana-5609	199	11	frameworks	framework	NOUN
cana-5609	199	12	must	must	AUX
cana-5609	199	13	include	include	VERB
cana-5609	199	14	provisions	provision	NOUN
cana-5609	199	15	for	for	ADP
cana-5609	199	16	bias	bias	NOUN
cana-5609	199	17	detection	detection	NOUN
cana-5609	199	18	and	and	CCONJ
cana-5609	199	19	mitigation.43	mitigation.43	NOUN
cana-5609	199	20	this	this	PRON
cana-5609	199	21	could	could	AUX
cana-5609	199	22	involve	involve	VERB
cana-5609	199	23	mandatory	mandatory	ADJ
cana-5609	199	24	audits	audits	NOUN
cana-5609	199	25	of	of	ADP
cana-5609	199	26	ai	ai	PROPN
cana-5609	199	27	systems	system	NOUN
cana-5609	199	28	to	to	PART
cana-5609	199	29	assess	assess	VERB
cana-5609	199	30	and	and	CCONJ
cana-5609	199	31	address	address	NOUN
cana-5609	199	32	bias	bias	NOUN
cana-5609	199	33	,	,	PUNCT
cana-5609	199	34	as	as	ADV
cana-5609	199	35	well	well	ADV
cana-5609	199	36	as	as	ADP
cana-5609	199	37	the	the	DET
cana-5609	199	38	development	development	NOUN
cana-5609	199	39	of	of	ADP
cana-5609	199	40	fair	fair	ADJ
cana-5609	199	41	ai	ai	NOUN
cana-5609	199	42	models	model	NOUN
cana-5609	199	43	that	that	PRON
cana-5609	199	44	are	be	AUX
cana-5609	199	45	designed	design	VERB
cana-5609	199	46	to	to	PART
cana-5609	199	47	reduce	reduce	VERB
cana-5609	199	48	disparities	disparity	NOUN
cana-5609	199	49	.	.	PUNCT
cana-5609	200	1	furthermore	furthermore	ADV
cana-5609	200	2	,	,	PUNCT
cana-5609	200	3	regulators	regulator	NOUN
cana-5609	200	4	should	should	AUX
cana-5609	200	5	incentivize	incentivize	VERB
cana-5609	200	6	the	the	DET
cana-5609	200	7	creation	creation	NOUN
cana-5609	200	8	of	of	ADP
cana-5609	200	9	diverse	diverse	ADJ
cana-5609	200	10	and	and	CCONJ
cana-5609	200	11	representative	representative	ADJ
cana-5609	200	12	datasets	dataset	NOUN
cana-5609	200	13	to	to	PART
cana-5609	200	14	ensure	ensure	VERB
cana-5609	200	15	that	that	SCONJ
cana-5609	200	16	ai	ai	VERB
cana-5609	200	17	systems	system	NOUN
cana-5609	200	18	are	be	AUX
cana-5609	200	19	trained	train	VERB
cana-5609	200	20	on	on	ADP
cana-5609	200	21	data	datum	NOUN
cana-5609	200	22	that	that	PRON
cana-5609	200	23	reflects	reflect	VERB
cana-5609	200	24	the	the	DET
cana-5609	200	25	diverse	diverse	ADJ
cana-5609	200	26	populations	population	NOUN
cana-5609	200	27	they	they	PRON
cana-5609	200	28	are	be	AUX
cana-5609	200	29	intended	intend	VERB
cana-5609	200	30	to	to	PART
cana-5609	200	31	serve	serve	VERB
cana-5609	200	32	.	.	PUNCT
cana-5609	201	1	such	such	ADJ
cana-5609	201	2	efforts	effort	NOUN
cana-5609	201	3	will	will	AUX
cana-5609	201	4	help	help	VERB
cana-5609	201	5	promote	promote	VERB
cana-5609	201	6	more	more	ADV
cana-5609	201	7	equitable	equitable	ADJ
cana-5609	201	8	outcomes	outcome	NOUN
cana-5609	201	9	and	and	CCONJ
cana-5609	201	10	align	align	VERB
cana-5609	201	11	ai	ai	VERB
cana-5609	201	12	systems	system	NOUN
cana-5609	201	13	with	with	ADP
cana-5609	201	14	the	the	DET
cana-5609	201	15	principles	principle	NOUN
cana-5609	201	16	of	of	ADP
cana-5609	201	17	fairness	fairness	NOUN
cana-5609	201	18	and	and	CCONJ
cana-5609	201	19	justice	justice	NOUN
cana-5609	201	20	.	.	PUNCT
cana-5609	202	1	while	while	SCONJ
cana-5609	202	2	national	national	ADJ
cana-5609	202	3	-	-	PUNCT
cana-5609	202	4	level	level	NOUN
cana-5609	202	5	regulations	regulation	NOUN
cana-5609	202	6	are	be	AUX
cana-5609	202	7	essential	essential	ADJ
cana-5609	202	8	,	,	PUNCT
cana-5609	202	9	the	the	DET
cana-5609	202	10	global	global	ADJ
cana-5609	202	11	nature	nature	NOUN
cana-5609	202	12	of	of	ADP
cana-5609	202	13	ai	ai	PROPN
cana-5609	202	14	and	and	CCONJ
cana-5609	202	15	ml	ml	PROPN
cana-5609	202	16	technologies	technology	NOUN
cana-5609	202	17	poses	pose	VERB
cana-5609	202	18	challenges	challenge	NOUN
cana-5609	202	19	in	in	ADP
cana-5609	202	20	creating	create	VERB
cana-5609	202	21	uniform	uniform	ADJ
cana-5609	202	22	regulatory	regulatory	ADJ
cana-5609	202	23	standards	standard	NOUN
cana-5609	202	24	.	.	PUNCT
cana-5609	203	1	ai	ai	AUX
cana-5609	203	2	development	development	NOUN
cana-5609	203	3	often	often	ADV
cana-5609	203	4	crosses	cross	VERB
cana-5609	203	5	borders	border	NOUN
cana-5609	203	6	,	,	PUNCT
cana-5609	203	7	and	and	CCONJ
cana-5609	203	8	inconsistent	inconsistent	ADJ
cana-5609	203	9	regulations	regulation	NOUN
cana-5609	203	10	across	across	ADP
cana-5609	203	11	countries	country	NOUN
cana-5609	203	12	can	can	AUX
cana-5609	203	13	create	create	VERB
cana-5609	203	14	legal	legal	ADJ
cana-5609	203	15	uncertainty	uncertainty	NOUN
cana-5609	203	16	and	and	CCONJ
cana-5609	203	17	hinder	hinder	VERB
cana-5609	203	18	the	the	DET
cana-5609	203	19	responsible	responsible	ADJ
cana-5609	203	20	41	41	NUM
cana-5609	203	21	nick	nick	PROPN
cana-5609	203	22	bostrom	bostrom	PROPN
cana-5609	203	23	,	,	PUNCT
cana-5609	203	24	‘	'	PUNCT
cana-5609	203	25	how	how	SCONJ
cana-5609	203	26	long	long	ADJ
cana-5609	203	27	before	before	ADP
cana-5609	203	28	superintelligence	superintelligence	NOUN
cana-5609	203	29	?	?	PUNCT
cana-5609	203	30	’	'	PUNCT
cana-5609	203	31	,	,	PUNCT
cana-5609	203	32	5	5	NUM
cana-5609	203	33	linguistic	linguistic	ADJ
cana-5609	203	34	and	and	CCONJ
cana-5609	203	35	philosophical	philosophical	ADJ
cana-5609	203	36	investigations	investigation	NOUN
cana-5609	203	37	11	11	NUM
cana-5609	203	38	-	-	SYM
cana-5609	203	39	30	30	NUM
cana-5609	203	40	(	(	PUNCT
cana-5609	203	41	2006	2006	NUM
cana-5609	203	42	)	)	PUNCT
cana-5609	203	43	.	.	PUNCT
cana-5609	204	1	42	42	NUM
cana-5609	204	2	george	george	PROPN
cana-5609	204	3	lawton	lawton	PROPN
cana-5609	204	4	,	,	PUNCT
cana-5609	204	5	ai	ai	VERB
cana-5609	204	6	transparency	transparency	NOUN
cana-5609	204	7	:	:	PUNCT
cana-5609	204	8	what	what	PRON
cana-5609	204	9	is	be	AUX
cana-5609	204	10	it	it	PRON
cana-5609	204	11	and	and	CCONJ
cana-5609	204	12	why	why	SCONJ
cana-5609	204	13	do	do	AUX
cana-5609	204	14	we	we	PRON
cana-5609	204	15	need	need	VERB
cana-5609	204	16	it	it	PRON
cana-5609	204	17	?	?	PUNCT
cana-5609	204	18	,	,	PUNCT
cana-5609	204	19	techtarget	techtarget	INTJ
cana-5609	204	20	(	(	PUNCT
cana-5609	204	21	oct	oct	PROPN
cana-5609	204	22	.	.	PROPN
cana-5609	204	23	9	9	NUM
cana-5609	204	24	,	,	PUNCT
cana-5609	204	25	2024	2024	NUM
cana-5609	204	26	)	)	PUNCT
cana-5609	204	27	,	,	PUNCT
cana-5609	204	28	https://www.techtarget.com/searchcio/tip/ai-transparency-what-is-it-and-why-do-we-need-it	https://www.techtarget.com/searchcio/tip/ai-transparency-what-is-it-and-why-do-we-need-it	PROPN
cana-5609	204	29	.	.	NOUN
cana-5609	204	30	43	43	NUM
cana-5609	204	31	supra	supra	PROPN
cana-5609	204	32	note	note	NOUN
cana-5609	204	33	29	29	NUM
cana-5609	204	34	.	.	PUNCT
cana-5609	205	1	communications	communication	NOUN
cana-5609	205	2	on	on	ADP
cana-5609	205	3	applied	apply	VERB
cana-5609	205	4	nonlinear	nonlinear	ADJ
cana-5609	205	5	analysis	analysis	NOUN
cana-5609	205	6	issn	issn	NOUN
cana-5609	205	7	:	:	PUNCT
cana-5609	205	8	1074	1074	NUM
cana-5609	205	9	-	-	PUNCT
cana-5609	205	10	133x	133x	NUM
cana-5609	205	11	vol	vol	NOUN
cana-5609	205	12	32	32	NUM
cana-5609	205	13	no	no	NOUN
cana-5609	205	14	.	.	PUNCT
cana-5609	206	1	icmasd	icmasd	NOUN
cana-5609	206	2	(	(	PUNCT
cana-5609	206	3	2025	2025	NUM
cana-5609	206	4	)	)	PUNCT
cana-5609	206	5	2134	2134	NUM
cana-5609	206	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	206	7	deployment	deployment	NOUN
cana-5609	206	8	of	of	ADP
cana-5609	206	9	these	these	DET
cana-5609	206	10	technologies	technology	NOUN
cana-5609	206	11	.	.	PUNCT
cana-5609	207	1	therefore	therefore	ADV
cana-5609	207	2	,	,	PUNCT
cana-5609	207	3	there	there	PRON
cana-5609	207	4	is	be	VERB
cana-5609	207	5	a	a	DET
cana-5609	207	6	need	need	NOUN
cana-5609	207	7	for	for	ADP
cana-5609	207	8	international	international	ADJ
cana-5609	207	9	cooperation	cooperation	NOUN
cana-5609	207	10	in	in	ADP
cana-5609	207	11	establishing	establish	VERB
cana-5609	207	12	common	common	ADJ
cana-5609	207	13	regulatory	regulatory	ADJ
cana-5609	207	14	standards	standard	NOUN
cana-5609	207	15	for	for	ADP
cana-5609	207	16	ai.44	ai.44	NOUN
cana-5609	207	17	international	international	ADJ
cana-5609	207	18	organizations	organization	NOUN
cana-5609	207	19	,	,	PUNCT
cana-5609	207	20	such	such	ADJ
cana-5609	207	21	as	as	ADP
cana-5609	207	22	the	the	DET
cana-5609	207	23	united	united	PROPN
cana-5609	207	24	nations	nations	PROPN
cana-5609	207	25	and	and	CCONJ
cana-5609	207	26	the	the	DET
cana-5609	207	27	organization	organization	NOUN
cana-5609	207	28	for	for	ADP
cana-5609	207	29	economic	economic	ADJ
cana-5609	207	30	cooperation	cooperation	NOUN
cana-5609	207	31	and	and	CCONJ
cana-5609	207	32	development	development	NOUN
cana-5609	207	33	(	(	PUNCT
cana-5609	207	34	oecd	oecd	PROPN
cana-5609	207	35	)	)	PUNCT
cana-5609	207	36	,	,	PUNCT
cana-5609	207	37	can	can	AUX
cana-5609	207	38	play	play	VERB
cana-5609	207	39	a	a	DET
cana-5609	207	40	crucial	crucial	ADJ
cana-5609	207	41	role	role	NOUN
cana-5609	207	42	in	in	ADP
cana-5609	207	43	fostering	foster	VERB
cana-5609	207	44	dialogue	dialogue	NOUN
cana-5609	207	45	and	and	CCONJ
cana-5609	207	46	coordinating	coordinate	VERB
cana-5609	207	47	efforts	effort	NOUN
cana-5609	207	48	to	to	PART
cana-5609	207	49	create	create	VERB
cana-5609	207	50	a	a	DET
cana-5609	207	51	global	global	ADJ
cana-5609	207	52	regulatory	regulatory	ADJ
cana-5609	207	53	framework	framework	NOUN
cana-5609	207	54	for	for	ADP
cana-5609	207	55	ai	ai	NOUN
cana-5609	207	56	.	.	PUNCT
cana-5609	208	1	this	this	DET
cana-5609	208	2	framework	framework	NOUN
cana-5609	208	3	should	should	AUX
cana-5609	208	4	address	address	VERB
cana-5609	208	5	key	key	ADJ
cana-5609	208	6	issues	issue	NOUN
cana-5609	208	7	like	like	ADP
cana-5609	208	8	data	datum	NOUN
cana-5609	208	9	privacy	privacy	NOUN
cana-5609	208	10	,	,	PUNCT
cana-5609	208	11	algorithmic	algorithmic	ADJ
cana-5609	208	12	transparency	transparency	NOUN
cana-5609	208	13	,	,	PUNCT
cana-5609	208	14	accountability	accountability	NOUN
cana-5609	208	15	,	,	PUNCT
cana-5609	208	16	and	and	CCONJ
cana-5609	208	17	ethical	ethical	ADJ
cana-5609	208	18	considerations	consideration	NOUN
cana-5609	208	19	,	,	PUNCT
cana-5609	208	20	ensuring	ensure	VERB
cana-5609	208	21	that	that	SCONJ
cana-5609	208	22	ai	ai	PROPN
cana-5609	208	23	technologies	technology	NOUN
cana-5609	208	24	are	be	AUX
cana-5609	208	25	developed	develop	VERB
cana-5609	208	26	and	and	CCONJ
cana-5609	208	27	deployed	deploy	VERB
cana-5609	208	28	in	in	ADP
cana-5609	208	29	ways	way	NOUN
cana-5609	208	30	that	that	PRON
cana-5609	208	31	are	be	AUX
cana-5609	208	32	consistent	consistent	ADJ
cana-5609	208	33	with	with	ADP
cana-5609	208	34	international	international	ADJ
cana-5609	208	35	human	human	ADJ
cana-5609	208	36	rights	right	NOUN
cana-5609	208	37	standards	standard	NOUN
cana-5609	208	38	and	and	CCONJ
cana-5609	208	39	contribute	contribute	VERB
cana-5609	208	40	to	to	ADP
cana-5609	208	41	global	global	ADJ
cana-5609	208	42	sustainable	sustainable	ADJ
cana-5609	208	43	development	development	NOUN
cana-5609	208	44	.	.	PUNCT
cana-5609	209	1	in	in	ADP
cana-5609	209	2	addition	addition	NOUN
cana-5609	209	3	to	to	ADP
cana-5609	209	4	addressing	address	VERB
cana-5609	209	5	these	these	DET
cana-5609	209	6	legal	legal	ADJ
cana-5609	209	7	and	and	CCONJ
cana-5609	209	8	ethical	ethical	ADJ
cana-5609	209	9	concerns	concern	NOUN
cana-5609	209	10	,	,	PUNCT
cana-5609	209	11	it	it	PRON
cana-5609	209	12	is	be	AUX
cana-5609	209	13	also	also	ADV
cana-5609	209	14	important	important	ADJ
cana-5609	209	15	to	to	PART
cana-5609	209	16	consider	consider	VERB
cana-5609	209	17	the	the	DET
cana-5609	209	18	role	role	NOUN
cana-5609	209	19	of	of	ADP
cana-5609	209	20	liability	liability	NOUN
cana-5609	209	21	and	and	CCONJ
cana-5609	209	22	responsibility	responsibility	NOUN
cana-5609	209	23	in	in	ADP
cana-5609	209	24	ai	ai	PROPN
cana-5609	209	25	regulation	regulation	NOUN
cana-5609	209	26	.	.	PUNCT
cana-5609	210	1	as	as	SCONJ
cana-5609	210	2	ai	ai	PROPN
cana-5609	210	3	systems	system	NOUN
cana-5609	210	4	become	become	VERB
cana-5609	210	5	more	more	ADV
cana-5609	210	6	autonomous	autonomous	ADJ
cana-5609	210	7	and	and	CCONJ
cana-5609	210	8	capable	capable	ADJ
cana-5609	210	9	of	of	ADP
cana-5609	210	10	making	make	VERB
cana-5609	210	11	decisions	decision	NOUN
cana-5609	210	12	without	without	ADP
cana-5609	210	13	human	human	ADJ
cana-5609	210	14	intervention	intervention	NOUN
cana-5609	210	15	,	,	PUNCT
cana-5609	210	16	questions	question	NOUN
cana-5609	210	17	arise	arise	VERB
cana-5609	210	18	about	about	ADP
cana-5609	210	19	who	who	PRON
cana-5609	210	20	should	should	AUX
cana-5609	210	21	be	be	AUX
cana-5609	210	22	held	hold	VERB
cana-5609	210	23	accountable	accountable	ADJ
cana-5609	210	24	when	when	SCONJ
cana-5609	210	25	ai	ai	VERB
cana-5609	210	26	systems	system	NOUN
cana-5609	210	27	cause	cause	VERB
cana-5609	210	28	harm.45	harm.45	NOUN
cana-5609	210	29	should	should	AUX
cana-5609	210	30	the	the	DET
cana-5609	210	31	developers	developer	NOUN
cana-5609	210	32	of	of	ADP
cana-5609	210	33	ai	ai	VERB
cana-5609	210	34	algorithms	algorithm	NOUN
cana-5609	210	35	be	be	AUX
cana-5609	210	36	held	hold	VERB
cana-5609	210	37	liable	liable	ADJ
cana-5609	210	38	,	,	PUNCT
cana-5609	210	39	or	or	CCONJ
cana-5609	210	40	should	should	AUX
cana-5609	210	41	the	the	DET
cana-5609	210	42	organizations	organization	NOUN
cana-5609	210	43	that	that	PRON
cana-5609	210	44	deploy	deploy	VERB
cana-5609	210	45	these	these	DET
cana-5609	210	46	systems	system	NOUN
cana-5609	210	47	bear	bear	VERB
cana-5609	210	48	the	the	DET
cana-5609	210	49	responsibility	responsibility	NOUN
cana-5609	210	50	?	?	PUNCT
cana-5609	211	1	a	a	DET
cana-5609	211	2	clear	clear	ADJ
cana-5609	211	3	framework	framework	NOUN
cana-5609	211	4	for	for	ADP
cana-5609	211	5	ai	ai	PRON
cana-5609	211	6	liability	liability	NOUN
cana-5609	211	7	is	be	AUX
cana-5609	211	8	necessary	necessary	ADJ
cana-5609	211	9	to	to	PART
cana-5609	211	10	ensure	ensure	VERB
cana-5609	211	11	that	that	SCONJ
cana-5609	211	12	victims	victim	NOUN
cana-5609	211	13	of	of	ADP
cana-5609	211	14	harm	harm	NOUN
cana-5609	211	15	caused	cause	VERB
cana-5609	211	16	by	by	ADP
cana-5609	211	17	ai	ai	PROPN
cana-5609	211	18	systems	system	NOUN
cana-5609	211	19	have	have	VERB
cana-5609	211	20	access	access	NOUN
cana-5609	211	21	to	to	ADP
cana-5609	211	22	legal	legal	ADJ
cana-5609	211	23	remedies	remedy	NOUN
cana-5609	211	24	.	.	PUNCT
cana-5609	212	1	this	this	PRON
cana-5609	212	2	could	could	AUX
cana-5609	212	3	involve	involve	VERB
cana-5609	212	4	creating	create	VERB
cana-5609	212	5	new	new	ADJ
cana-5609	212	6	legal	legal	ADJ
cana-5609	212	7	categories	category	NOUN
cana-5609	212	8	or	or	CCONJ
cana-5609	212	9	frameworks	framework	NOUN
cana-5609	212	10	that	that	PRON
cana-5609	212	11	address	address	VERB
cana-5609	212	12	the	the	DET
cana-5609	212	13	unique	unique	ADJ
cana-5609	212	14	challenges	challenge	NOUN
cana-5609	212	15	posed	pose	VERB
cana-5609	212	16	by	by	ADP
cana-5609	212	17	ai	ai	NOUN
cana-5609	212	18	,	,	PUNCT
cana-5609	212	19	ensuring	ensure	VERB
cana-5609	212	20	that	that	SCONJ
cana-5609	212	21	individuals	individual	NOUN
cana-5609	212	22	or	or	CCONJ
cana-5609	212	23	organizations	organization	NOUN
cana-5609	212	24	that	that	PRON
cana-5609	212	25	deploy	deploy	VERB
cana-5609	212	26	ai	ai	NOUN
cana-5609	212	27	systems	system	NOUN
cana-5609	212	28	are	be	AUX
cana-5609	212	29	held	hold	VERB
cana-5609	212	30	accountable	accountable	ADJ
cana-5609	212	31	for	for	ADP
cana-5609	212	32	their	their	PRON
cana-5609	212	33	actions	action	NOUN
cana-5609	212	34	and	and	CCONJ
cana-5609	212	35	the	the	DET
cana-5609	212	36	consequences	consequence	NOUN
cana-5609	212	37	of	of	ADP
cana-5609	212	38	those	those	DET
cana-5609	212	39	actions	action	NOUN
cana-5609	212	40	.	.	PUNCT
cana-5609	213	1	finally	finally	ADV
cana-5609	213	2	,	,	PUNCT
cana-5609	213	3	public	public	ADJ
cana-5609	213	4	engagement	engagement	NOUN
cana-5609	213	5	and	and	CCONJ
cana-5609	213	6	stakeholder	stakeholder	NOUN
cana-5609	213	7	involvement	involvement	NOUN
cana-5609	213	8	are	be	AUX
cana-5609	213	9	crucial	crucial	ADJ
cana-5609	213	10	for	for	ADP
cana-5609	213	11	the	the	DET
cana-5609	213	12	success	success	NOUN
cana-5609	213	13	of	of	ADP
cana-5609	213	14	ai	ai	PRON
cana-5609	213	15	regulation	regulation	NOUN
cana-5609	213	16	.	.	PUNCT
cana-5609	214	1	effective	effective	ADJ
cana-5609	214	2	regulation	regulation	NOUN
cana-5609	214	3	should	should	AUX
cana-5609	214	4	not	not	PART
cana-5609	214	5	be	be	AUX
cana-5609	214	6	developed	develop	VERB
cana-5609	214	7	in	in	ADP
cana-5609	214	8	isolation	isolation	NOUN
cana-5609	214	9	but	but	CCONJ
cana-5609	214	10	should	should	AUX
cana-5609	214	11	involve	involve	VERB
cana-5609	214	12	a	a	DET
cana-5609	214	13	broad	broad	ADJ
cana-5609	214	14	range	range	NOUN
cana-5609	214	15	of	of	ADP
cana-5609	214	16	stakeholders	stakeholder	NOUN
cana-5609	214	17	,	,	PUNCT
cana-5609	214	18	including	include	VERB
cana-5609	214	19	ai	ai	PROPN
cana-5609	214	20	researchers	researcher	NOUN
cana-5609	214	21	,	,	PUNCT
cana-5609	214	22	industry	industry	NOUN
cana-5609	214	23	leaders	leader	NOUN
cana-5609	214	24	,	,	PUNCT
cana-5609	214	25	policymakers	policymaker	NOUN
cana-5609	214	26	,	,	PUNCT
cana-5609	214	27	ethicists	ethicist	NOUN
cana-5609	214	28	,	,	PUNCT
cana-5609	214	29	and	and	CCONJ
cana-5609	214	30	civil	civil	ADJ
cana-5609	214	31	society	society	NOUN
cana-5609	214	32	organizations	organization	NOUN
cana-5609	214	33	.	.	PUNCT
cana-5609	215	1	this	this	DET
cana-5609	215	2	inclusive	inclusive	ADJ
cana-5609	215	3	approach	approach	NOUN
cana-5609	215	4	will	will	AUX
cana-5609	215	5	ensure	ensure	VERB
cana-5609	215	6	that	that	SCONJ
cana-5609	215	7	regulatory	regulatory	ADJ
cana-5609	215	8	frameworks	framework	NOUN
cana-5609	215	9	are	be	AUX
cana-5609	215	10	not	not	PART
cana-5609	215	11	only	only	ADV
cana-5609	215	12	technically	technically	ADV
cana-5609	215	13	sound	sound	ADJ
cana-5609	215	14	but	but	CCONJ
cana-5609	215	15	also	also	ADV
cana-5609	215	16	socially	socially	ADV
cana-5609	215	17	responsible.46	responsible.46	VERB
cana-5609	215	18	public	public	ADJ
cana-5609	215	19	consultations	consultation	NOUN
cana-5609	215	20	and	and	CCONJ
cana-5609	215	21	debates	debate	NOUN
cana-5609	215	22	on	on	ADP
cana-5609	215	23	ai	ai	PRON
cana-5609	215	24	regulation	regulation	NOUN
cana-5609	215	25	can	can	AUX
cana-5609	215	26	help	help	VERB
cana-5609	215	27	ensure	ensure	VERB
cana-5609	215	28	that	that	SCONJ
cana-5609	215	29	the	the	DET
cana-5609	215	30	voices	voice	NOUN
cana-5609	215	31	of	of	ADP
cana-5609	215	32	diverse	diverse	ADJ
cana-5609	215	33	communities	community	NOUN
cana-5609	215	34	are	be	AUX
cana-5609	215	35	heard	hear	VERB
cana-5609	215	36	and	and	CCONJ
cana-5609	215	37	that	that	SCONJ
cana-5609	215	38	the	the	DET
cana-5609	215	39	regulatory	regulatory	ADJ
cana-5609	215	40	framework	framework	NOUN
cana-5609	215	41	reflects	reflect	VERB
cana-5609	215	42	the	the	DET
cana-5609	215	43	needs	need	NOUN
cana-5609	215	44	and	and	CCONJ
cana-5609	215	45	concerns	concern	NOUN
cana-5609	215	46	of	of	ADP
cana-5609	215	47	all	all	DET
cana-5609	215	48	stakeholders	stakeholder	NOUN
cana-5609	215	49	.	.	PUNCT
cana-5609	216	1	by	by	ADP
cana-5609	216	2	fostering	foster	VERB
cana-5609	216	3	collaboration	collaboration	NOUN
cana-5609	216	4	among	among	ADP
cana-5609	216	5	different	different	ADJ
cana-5609	216	6	sectors	sector	NOUN
cana-5609	216	7	,	,	PUNCT
cana-5609	216	8	regulatory	regulatory	ADJ
cana-5609	216	9	bodies	body	NOUN
cana-5609	216	10	can	can	AUX
cana-5609	216	11	develop	develop	VERB
cana-5609	216	12	more	more	ADJ
cana-5609	216	13	inclusive	inclusive	ADJ
cana-5609	216	14	,	,	PUNCT
cana-5609	216	15	equitable	equitable	ADJ
cana-5609	216	16	,	,	PUNCT
cana-5609	216	17	and	and	CCONJ
cana-5609	216	18	effective	effective	ADJ
cana-5609	216	19	policies	policy	NOUN
cana-5609	216	20	for	for	ADP
cana-5609	216	21	ai	ai	NOUN
cana-5609	216	22	governance	governance	NOUN
cana-5609	216	23	.	.	PUNCT
cana-5609	217	1	in	in	ADP
cana-5609	217	2	conclusion	conclusion	NOUN
cana-5609	217	3	,	,	PUNCT
cana-5609	217	4	the	the	DET
cana-5609	217	5	rapid	rapid	ADJ
cana-5609	217	6	development	development	NOUN
cana-5609	217	7	and	and	CCONJ
cana-5609	217	8	deployment	deployment	NOUN
cana-5609	217	9	of	of	ADP
cana-5609	217	10	ai	ai	PROPN
cana-5609	217	11	and	and	CCONJ
cana-5609	217	12	ml	ml	PROPN
cana-5609	217	13	technologies	technology	NOUN
cana-5609	217	14	necessitate	necessitate	ADJ
cana-5609	217	15	a	a	DET
cana-5609	217	16	comprehensive	comprehensive	ADJ
cana-5609	217	17	regulatory	regulatory	ADJ
cana-5609	217	18	framework	framework	NOUN
cana-5609	217	19	that	that	PRON
cana-5609	217	20	addresses	address	VERB
cana-5609	217	21	the	the	DET
cana-5609	217	22	legal	legal	ADJ
cana-5609	217	23	and	and	CCONJ
cana-5609	217	24	ethical	ethical	ADJ
cana-5609	217	25	challenges	challenge	NOUN
cana-5609	217	26	these	these	DET
cana-5609	217	27	technologies	technology	NOUN
cana-5609	217	28	present	present	ADJ
cana-5609	217	29	.	.	PUNCT
cana-5609	218	1	such	such	DET
cana-5609	218	2	a	a	DET
cana-5609	218	3	framework	framework	NOUN
cana-5609	218	4	should	should	AUX
cana-5609	218	5	prioritize	prioritize	VERB
cana-5609	218	6	data	data	NOUN
cana-5609	218	7	privacy	privacy	NOUN
cana-5609	218	8	,	,	PUNCT
cana-5609	218	9	algorithmic	algorithmic	ADJ
cana-5609	218	10	transparency	transparency	NOUN
cana-5609	218	11	,	,	PUNCT
cana-5609	218	12	fairness	fairness	NOUN
cana-5609	218	13	,	,	PUNCT
cana-5609	218	14	and	and	CCONJ
cana-5609	218	15	accountability	accountability	NOUN
cana-5609	218	16	,	,	PUNCT
cana-5609	218	17	while	while	SCONJ
cana-5609	218	18	promoting	promote	VERB
cana-5609	218	19	international	international	ADJ
cana-5609	218	20	cooperation	cooperation	NOUN
cana-5609	218	21	and	and	CCONJ
cana-5609	218	22	clear	clear	ADJ
cana-5609	218	23	liability	liability	NOUN
cana-5609	218	24	standards	standard	NOUN
cana-5609	218	25	.	.	PUNCT
cana-5609	219	1	additionally	additionally	ADV
cana-5609	219	2	,	,	PUNCT
cana-5609	219	3	public	public	ADJ
cana-5609	219	4	engagement	engagement	NOUN
cana-5609	219	5	and	and	CCONJ
cana-5609	219	6	stakeholder	stakeholder	NOUN
cana-5609	219	7	participation	participation	NOUN
cana-5609	219	8	are	be	AUX
cana-5609	219	9	essential	essential	ADJ
cana-5609	219	10	to	to	PART
cana-5609	219	11	ensure	ensure	VERB
cana-5609	219	12	that	that	SCONJ
cana-5609	219	13	regulations	regulation	NOUN
cana-5609	219	14	reflect	reflect	VERB
cana-5609	219	15	diverse	diverse	ADJ
cana-5609	219	16	perspectives	perspective	NOUN
cana-5609	219	17	and	and	CCONJ
cana-5609	219	18	are	be	AUX
cana-5609	219	19	aligned	align	VERB
cana-5609	219	20	with	with	ADP
cana-5609	219	21	global	global	ADJ
cana-5609	219	22	values	value	NOUN
cana-5609	219	23	.	.	PUNCT
cana-5609	220	1	by	by	ADP
cana-5609	220	2	adopting	adopt	VERB
cana-5609	220	3	these	these	DET
cana-5609	220	4	proposals	proposal	NOUN
cana-5609	220	5	,	,	PUNCT
cana-5609	220	6	we	we	PRON
cana-5609	220	7	can	can	AUX
cana-5609	220	8	create	create	VERB
cana-5609	220	9	a	a	DET
cana-5609	220	10	regulatory	regulatory	ADJ
cana-5609	220	11	environment	environment	NOUN
cana-5609	220	12	that	that	PRON
cana-5609	220	13	ensures	ensure	VERB
cana-5609	220	14	ai	ai	VERB
cana-5609	220	15	and	and	CCONJ
cana-5609	220	16	ml	ml	NOUN
cana-5609	220	17	are	be	AUX
cana-5609	220	18	used	use	VERB
cana-5609	220	19	responsibly	responsibly	ADV
cana-5609	220	20	and	and	CCONJ
cana-5609	220	21	ethically	ethically	ADV
cana-5609	220	22	,	,	PUNCT
cana-5609	220	23	ultimately	ultimately	ADV
cana-5609	220	24	contributing	contribute	VERB
cana-5609	220	25	to	to	ADP
cana-5609	220	26	the	the	DET
cana-5609	220	27	achievement	achievement	NOUN
cana-5609	220	28	of	of	ADP
cana-5609	220	29	the	the	DET
cana-5609	220	30	united	united	PROPN
cana-5609	220	31	nations	nations	PROPN
cana-5609	220	32	’	'	PUNCT
cana-5609	220	33	sustainable	sustainable	ADJ
cana-5609	220	34	development	development	NOUN
cana-5609	220	35	goals	goal	NOUN
cana-5609	220	36	and	and	CCONJ
cana-5609	220	37	fostering	foster	VERB
cana-5609	220	38	a	a	DET
cana-5609	220	39	more	more	ADV
cana-5609	220	40	equitable	equitable	ADJ
cana-5609	220	41	,	,	PUNCT
cana-5609	220	42	sustainable	sustainable	ADJ
cana-5609	220	43	,	,	PUNCT
cana-5609	220	44	and	and	CCONJ
cana-5609	220	45	just	just	ADV
cana-5609	220	46	world	world	NOUN
cana-5609	220	47	.	.	PUNCT
cana-5609	221	1	44	44	NUM
cana-5609	221	2	supra	supra	PROPN
cana-5609	221	3	note	note	VERB
cana-5609	221	4	37	37	NUM
cana-5609	221	5	.	.	PUNCT
cana-5609	222	1	45	45	NUM
cana-5609	222	2	miriam	miriam	PROPN
cana-5609	222	3	buiten	buiten	PROPN
cana-5609	222	4	et	et	PROPN
cana-5609	222	5	al	al	PROPN
cana-5609	222	6	.	.	PROPN
cana-5609	222	7	,	,	PUNCT
cana-5609	222	8	the	the	DET
cana-5609	222	9	law	law	NOUN
cana-5609	222	10	and	and	CCONJ
cana-5609	222	11	economics	economic	NOUN
cana-5609	222	12	of	of	ADP
cana-5609	222	13	ai	ai	PROPN
cana-5609	222	14	liability	liability	NOUN
cana-5609	222	15	,	,	PUNCT
cana-5609	222	16	48	48	NUM
cana-5609	222	17	computer	computer	NOUN
cana-5609	222	18	law	law	NOUN
cana-5609	222	19	&	&	CCONJ
cana-5609	222	20	security	security	PROPN
cana-5609	222	21	review	review	NOUN
cana-5609	222	22	(	(	PUNCT
cana-5609	222	23	2023	2023	NUM
cana-5609	222	24	)	)	PUNCT
cana-5609	222	25	.	.	PUNCT
cana-5609	223	1	46	46	NUM
cana-5609	223	2	christopher	christopher	PROPN
cana-5609	223	3	thomas	thomas	PROPN
cana-5609	223	4	et	et	PROPN
cana-5609	223	5	al	al	PROPN
cana-5609	223	6	.	.	PROPN
cana-5609	223	7	,	,	PUNCT
cana-5609	223	8	the	the	DET
cana-5609	223	9	case	case	NOUN
cana-5609	223	10	for	for	ADP
cana-5609	223	11	a	a	DET
cana-5609	223	12	broader	broad	ADJ
cana-5609	223	13	approach	approach	NOUN
cana-5609	223	14	to	to	ADP
cana-5609	223	15	ai	ai	PROPN
cana-5609	223	16	assurance	assurance	NOUN
cana-5609	223	17	:	:	PUNCT
cana-5609	223	18	addressing	address	VERB
cana-5609	223	19	“	"	PUNCT
cana-5609	223	20	hidden	hide	VERB
cana-5609	223	21	”	"	PUNCT
cana-5609	223	22	harms	harm	NOUN
cana-5609	223	23	in	in	ADP
cana-5609	223	24	the	the	DET
cana-5609	223	25	development	development	NOUN
cana-5609	223	26	of	of	ADP
cana-5609	223	27	artificial	artificial	ADJ
cana-5609	223	28	intelligence	intelligence	NOUN
cana-5609	223	29	,	,	PUNCT
cana-5609	223	30	39	39	NUM
cana-5609	223	31	ai	ai	NOUN
cana-5609	223	32	&	&	CCONJ
cana-5609	223	33	society	society	NOUN
cana-5609	223	34	(	(	PUNCT
cana-5609	223	35	2024	2024	NUM
cana-5609	223	36	)	)	PUNCT
cana-5609	223	37	.	.	PUNCT
cana-5609	224	1	communications	communication	NOUN
cana-5609	224	2	on	on	ADP
cana-5609	224	3	applied	apply	VERB
cana-5609	224	4	nonlinear	nonlinear	ADJ
cana-5609	224	5	analysis	analysis	NOUN
cana-5609	224	6	issn	issn	NOUN
cana-5609	224	7	:	:	PUNCT
cana-5609	224	8	1074	1074	NUM
cana-5609	224	9	-	-	PUNCT
cana-5609	224	10	133x	133x	NUM
cana-5609	224	11	vol	vol	NOUN
cana-5609	224	12	32	32	NUM
cana-5609	224	13	no	no	NOUN
cana-5609	224	14	.	.	PUNCT
cana-5609	225	1	icmasd	icmasd	NOUN
cana-5609	225	2	(	(	PUNCT
cana-5609	225	3	2025	2025	NUM
cana-5609	225	4	)	)	PUNCT
cana-5609	225	5	2135	2135	NUM
cana-5609	225	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	225	7	conclusion	conclusion	NOUN
cana-5609	225	8	in	in	ADP
cana-5609	225	9	conclusion	conclusion	NOUN
cana-5609	225	10	,	,	PUNCT
cana-5609	225	11	artificial	artificial	ADJ
cana-5609	225	12	intelligence	intelligence	NOUN
cana-5609	225	13	(	(	PUNCT
cana-5609	225	14	ai	ai	NOUN
cana-5609	225	15	)	)	PUNCT
cana-5609	225	16	and	and	CCONJ
cana-5609	225	17	machine	machine	NOUN
cana-5609	225	18	learning	learning	NOUN
cana-5609	225	19	(	(	PUNCT
cana-5609	225	20	ml	ml	NOUN
cana-5609	225	21	)	)	PUNCT
cana-5609	225	22	have	have	VERB
cana-5609	225	23	the	the	DET
cana-5609	225	24	potential	potential	NOUN
cana-5609	225	25	to	to	PART
cana-5609	225	26	be	be	AUX
cana-5609	225	27	transformative	transformative	ADJ
cana-5609	225	28	forces	force	NOUN
cana-5609	225	29	in	in	ADP
cana-5609	225	30	achieving	achieve	VERB
cana-5609	225	31	the	the	DET
cana-5609	225	32	united	united	PROPN
cana-5609	225	33	nations	nations	PROPN
cana-5609	225	34	’	'	PUNCT
cana-5609	225	35	sustainable	sustainable	ADJ
cana-5609	225	36	development	development	NOUN
cana-5609	225	37	goals	goal	NOUN
cana-5609	225	38	(	(	PUNCT
cana-5609	225	39	sdgs	sdgs	ADJ
cana-5609	225	40	)	)	PUNCT
cana-5609	225	41	,	,	PUNCT
cana-5609	225	42	offering	offer	VERB
cana-5609	225	43	innovative	innovative	ADJ
cana-5609	225	44	solutions	solution	NOUN
cana-5609	225	45	across	across	ADP
cana-5609	225	46	various	various	ADJ
cana-5609	225	47	sectors	sector	NOUN
cana-5609	225	48	such	such	ADJ
cana-5609	225	49	as	as	ADP
cana-5609	225	50	healthcare	healthcare	NOUN
cana-5609	225	51	,	,	PUNCT
cana-5609	225	52	education	education	NOUN
cana-5609	225	53	,	,	PUNCT
cana-5609	225	54	agriculture	agriculture	NOUN
cana-5609	225	55	,	,	PUNCT
cana-5609	225	56	and	and	CCONJ
cana-5609	225	57	climate	climate	NOUN
cana-5609	225	58	change	change	NOUN
cana-5609	225	59	.	.	PUNCT
cana-5609	226	1	these	these	DET
cana-5609	226	2	technologies	technology	NOUN
cana-5609	226	3	can	can	AUX
cana-5609	226	4	enhance	enhance	VERB
cana-5609	226	5	efficiency	efficiency	NOUN
cana-5609	226	6	,	,	PUNCT
cana-5609	226	7	improve	improve	VERB
cana-5609	226	8	decision	decision	NOUN
cana-5609	226	9	-	-	PUNCT
cana-5609	226	10	making	making	NOUN
cana-5609	226	11	,	,	PUNCT
cana-5609	226	12	and	and	CCONJ
cana-5609	226	13	provide	provide	VERB
cana-5609	226	14	unprecedented	unprecedented	ADJ
cana-5609	226	15	opportunities	opportunity	NOUN
cana-5609	226	16	for	for	ADP
cana-5609	226	17	social	social	ADJ
cana-5609	226	18	and	and	CCONJ
cana-5609	226	19	economic	economic	ADJ
cana-5609	226	20	advancement	advancement	NOUN
cana-5609	226	21	.	.	PUNCT
cana-5609	227	1	however	however	ADV
cana-5609	227	2	,	,	PUNCT
cana-5609	227	3	the	the	DET
cana-5609	227	4	rapid	rapid	ADJ
cana-5609	227	5	growth	growth	NOUN
cana-5609	227	6	and	and	CCONJ
cana-5609	227	7	deployment	deployment	NOUN
cana-5609	227	8	of	of	ADP
cana-5609	227	9	ai	ai	PROPN
cana-5609	227	10	and	and	CCONJ
cana-5609	227	11	ml	ml	PROPN
cana-5609	227	12	technologies	technology	NOUN
cana-5609	227	13	also	also	ADV
cana-5609	227	14	raise	raise	VERB
cana-5609	227	15	significant	significant	ADJ
cana-5609	227	16	legal	legal	ADJ
cana-5609	227	17	,	,	PUNCT
cana-5609	227	18	ethical	ethical	ADJ
cana-5609	227	19	,	,	PUNCT
cana-5609	227	20	and	and	CCONJ
cana-5609	227	21	social	social	ADJ
cana-5609	227	22	concerns	concern	NOUN
cana-5609	227	23	that	that	PRON
cana-5609	227	24	must	must	AUX
cana-5609	227	25	be	be	AUX
cana-5609	227	26	addressed	address	VERB
cana-5609	227	27	to	to	PART
cana-5609	227	28	ensure	ensure	VERB
cana-5609	227	29	these	these	DET
cana-5609	227	30	technologies	technology	NOUN
cana-5609	227	31	are	be	AUX
cana-5609	227	32	used	use	VERB
cana-5609	227	33	responsibly	responsibly	ADV
cana-5609	227	34	and	and	CCONJ
cana-5609	227	35	for	for	ADP
cana-5609	227	36	the	the	DET
cana-5609	227	37	collective	collective	ADJ
cana-5609	227	38	benefit	benefit	NOUN
cana-5609	227	39	of	of	ADP
cana-5609	227	40	society.47	society.47	NOUN
cana-5609	227	41	the	the	DET
cana-5609	227	42	legal	legal	ADJ
cana-5609	227	43	challenges	challenge	NOUN
cana-5609	227	44	,	,	PUNCT
cana-5609	227	45	including	include	VERB
cana-5609	227	46	issues	issue	NOUN
cana-5609	227	47	related	relate	VERB
cana-5609	227	48	to	to	ADP
cana-5609	227	49	data	datum	NOUN
cana-5609	227	50	privacy	privacy	NOUN
cana-5609	227	51	,	,	PUNCT
cana-5609	227	52	algorithmic	algorithmic	ADJ
cana-5609	227	53	transparency	transparency	NOUN
cana-5609	227	54	,	,	PUNCT
cana-5609	227	55	and	and	CCONJ
cana-5609	227	56	accountability	accountability	NOUN
cana-5609	227	57	,	,	PUNCT
cana-5609	227	58	can	can	AUX
cana-5609	227	59	not	not	PART
cana-5609	227	60	be	be	AUX
cana-5609	227	61	ignored.48	ignored.48	VERB
cana-5609	227	62	as	as	SCONJ
cana-5609	227	63	ai	ai	PROPN
cana-5609	227	64	systems	system	NOUN
cana-5609	227	65	rely	rely	VERB
cana-5609	227	66	on	on	ADP
cana-5609	227	67	vast	vast	ADJ
cana-5609	227	68	amounts	amount	NOUN
cana-5609	227	69	of	of	ADP
cana-5609	227	70	personal	personal	ADJ
cana-5609	227	71	and	and	CCONJ
cana-5609	227	72	sensitive	sensitive	ADJ
cana-5609	227	73	data	datum	NOUN
cana-5609	227	74	,	,	PUNCT
cana-5609	227	75	ensuring	ensure	VERB
cana-5609	227	76	the	the	DET
cana-5609	227	77	protection	protection	NOUN
cana-5609	227	78	of	of	ADP
cana-5609	227	79	individuals	individual	NOUN
cana-5609	227	80	'	'	PART
cana-5609	227	81	privacy	privacy	NOUN
cana-5609	227	82	becomes	become	VERB
cana-5609	227	83	crucial	crucial	ADJ
cana-5609	227	84	.	.	PUNCT
cana-5609	228	1	current	current	ADJ
cana-5609	228	2	regulatory	regulatory	ADJ
cana-5609	228	3	frameworks	framework	NOUN
cana-5609	228	4	,	,	PUNCT
cana-5609	228	5	such	such	ADJ
cana-5609	228	6	as	as	ADP
cana-5609	228	7	the	the	DET
cana-5609	228	8	gdpr	gdpr	NOUN
cana-5609	228	9	,	,	PUNCT
cana-5609	228	10	offer	offer	VERB
cana-5609	228	11	a	a	DET
cana-5609	228	12	foundation	foundation	NOUN
cana-5609	228	13	for	for	ADP
cana-5609	228	14	protecting	protect	VERB
cana-5609	228	15	data	data	NOUN
cana-5609	228	16	privacy	privacy	NOUN
cana-5609	228	17	,	,	PUNCT
cana-5609	228	18	but	but	CCONJ
cana-5609	228	19	they	they	PRON
cana-5609	228	20	must	must	AUX
cana-5609	228	21	be	be	AUX
cana-5609	228	22	adapted	adapt	VERB
cana-5609	228	23	to	to	ADP
cana-5609	228	24	the	the	DET
cana-5609	228	25	unique	unique	ADJ
cana-5609	228	26	complexities	complexity	NOUN
cana-5609	228	27	of	of	ADP
cana-5609	228	28	ai	ai	ADJ
cana-5609	228	29	technologies	technology	NOUN
cana-5609	228	30	.	.	PUNCT
cana-5609	229	1	furthermore	furthermore	ADV
cana-5609	229	2	,	,	PUNCT
cana-5609	229	3	the	the	DET
cana-5609	229	4	opacity	opacity	NOUN
cana-5609	229	5	of	of	ADP
cana-5609	229	6	many	many	ADJ
cana-5609	229	7	ai	ai	ADJ
cana-5609	229	8	systems	system	NOUN
cana-5609	229	9	raises	raise	VERB
cana-5609	229	10	concerns	concern	NOUN
cana-5609	229	11	about	about	ADP
cana-5609	229	12	the	the	DET
cana-5609	229	13	fairness	fairness	NOUN
cana-5609	229	14	and	and	CCONJ
cana-5609	229	15	accountability	accountability	NOUN
cana-5609	229	16	of	of	ADP
cana-5609	229	17	algorithmic	algorithmic	ADJ
cana-5609	229	18	decision	decision	NOUN
cana-5609	229	19	-	-	PUNCT
cana-5609	229	20	making	making	NOUN
cana-5609	229	21	.	.	PUNCT
cana-5609	230	1	the	the	DET
cana-5609	230	2	ethical	ethical	ADJ
cana-5609	230	3	considerations	consideration	NOUN
cana-5609	230	4	surrounding	surround	VERB
cana-5609	230	5	ai	ai	VERB
cana-5609	230	6	are	be	AUX
cana-5609	230	7	equally	equally	ADV
cana-5609	230	8	important	important	ADJ
cana-5609	230	9	,	,	PUNCT
cana-5609	230	10	particularly	particularly	ADV
cana-5609	230	11	in	in	ADP
cana-5609	230	12	terms	term	NOUN
cana-5609	230	13	of	of	ADP
cana-5609	230	14	ensuring	ensure	VERB
cana-5609	230	15	fairness	fairness	NOUN
cana-5609	230	16	and	and	CCONJ
cana-5609	230	17	inclusivity	inclusivity	NOUN
cana-5609	230	18	.	.	PUNCT
cana-5609	231	1	ai	ai	VERB
cana-5609	231	2	and	and	CCONJ
cana-5609	231	3	ml	ml	NOUN
cana-5609	231	4	systems	system	NOUN
cana-5609	231	5	are	be	AUX
cana-5609	231	6	often	often	ADV
cana-5609	231	7	trained	train	VERB
cana-5609	231	8	on	on	ADP
cana-5609	231	9	data	datum	NOUN
cana-5609	231	10	that	that	PRON
cana-5609	231	11	reflects	reflect	VERB
cana-5609	231	12	existing	exist	VERB
cana-5609	231	13	societal	societal	ADJ
cana-5609	231	14	biases	bias	NOUN
cana-5609	231	15	,	,	PUNCT
cana-5609	231	16	which	which	PRON
cana-5609	231	17	could	could	AUX
cana-5609	231	18	reinforce	reinforce	VERB
cana-5609	231	19	inequalities	inequality	NOUN
cana-5609	231	20	in	in	ADP
cana-5609	231	21	the	the	DET
cana-5609	231	22	real	real	ADJ
cana-5609	231	23	world	world	NOUN
cana-5609	231	24	.	.	PUNCT
cana-5609	232	1	to	to	PART
cana-5609	232	2	prevent	prevent	VERB
cana-5609	232	3	this	this	PRON
cana-5609	232	4	,	,	PUNCT
cana-5609	232	5	regulators	regulator	NOUN
cana-5609	232	6	must	must	AUX
cana-5609	232	7	demand	demand	VERB
cana-5609	232	8	the	the	DET
cana-5609	232	9	creation	creation	NOUN
cana-5609	232	10	of	of	ADP
cana-5609	232	11	diverse	diverse	ADJ
cana-5609	232	12	and	and	CCONJ
cana-5609	232	13	representative	representative	ADJ
cana-5609	232	14	datasets	dataset	NOUN
cana-5609	232	15	and	and	CCONJ
cana-5609	232	16	require	require	VERB
cana-5609	232	17	that	that	SCONJ
cana-5609	232	18	ai	ai	VERB
cana-5609	232	19	systems	system	NOUN
cana-5609	232	20	are	be	AUX
cana-5609	232	21	regularly	regularly	ADV
cana-5609	232	22	tested	test	VERB
cana-5609	232	23	for	for	ADP
cana-5609	232	24	fairness	fairness	NOUN
cana-5609	232	25	.	.	PUNCT
cana-5609	233	1	49	49	NUM
cana-5609	234	1	moreover	moreover	ADV
cana-5609	234	2	,	,	PUNCT
cana-5609	234	3	as	as	SCONJ
cana-5609	234	4	ai	ai	PROPN
cana-5609	234	5	technologies	technology	NOUN
cana-5609	234	6	become	become	VERB
cana-5609	234	7	more	more	ADV
cana-5609	234	8	autonomous	autonomous	ADJ
cana-5609	234	9	,	,	PUNCT
cana-5609	234	10	it	it	PRON
cana-5609	234	11	is	be	AUX
cana-5609	234	12	vital	vital	ADJ
cana-5609	234	13	to	to	PART
cana-5609	234	14	establish	establish	VERB
cana-5609	234	15	clear	clear	ADJ
cana-5609	234	16	mechanisms	mechanism	NOUN
cana-5609	234	17	for	for	ADP
cana-5609	234	18	liability	liability	NOUN
cana-5609	234	19	and	and	CCONJ
cana-5609	234	20	accountability	accountability	NOUN
cana-5609	234	21	.	.	PUNCT
cana-5609	235	1	determining	determine	VERB
cana-5609	235	2	who	who	PRON
cana-5609	235	3	is	be	AUX
cana-5609	235	4	responsible	responsible	ADJ
cana-5609	235	5	when	when	SCONJ
cana-5609	235	6	ai	ai	PROPN
cana-5609	235	7	systems	system	NOUN
cana-5609	235	8	cause	cause	VERB
cana-5609	235	9	harm	harm	NOUN
cana-5609	235	10	is	be	AUX
cana-5609	235	11	crucial	crucial	ADJ
cana-5609	235	12	to	to	PART
cana-5609	235	13	ensure	ensure	VERB
cana-5609	235	14	that	that	SCONJ
cana-5609	235	15	individuals	individual	NOUN
cana-5609	235	16	have	have	VERB
cana-5609	235	17	access	access	NOUN
cana-5609	235	18	to	to	ADP
cana-5609	235	19	legal	legal	ADJ
cana-5609	235	20	recourse	recourse	NOUN
cana-5609	235	21	and	and	CCONJ
cana-5609	235	22	that	that	SCONJ
cana-5609	235	23	developers	developer	NOUN
cana-5609	235	24	or	or	CCONJ
cana-5609	235	25	deploying	deploy	VERB
cana-5609	235	26	organizations	organization	NOUN
cana-5609	235	27	are	be	AUX
cana-5609	235	28	held	hold	VERB
cana-5609	235	29	accountable	accountable	ADJ
cana-5609	235	30	.	.	PUNCT
cana-5609	236	1	an	an	DET
cana-5609	236	2	effective	effective	ADJ
cana-5609	236	3	regulatory	regulatory	ADJ
cana-5609	236	4	framework	framework	NOUN
cana-5609	236	5	must	must	AUX
cana-5609	236	6	also	also	ADV
cana-5609	236	7	be	be	AUX
cana-5609	236	8	adaptive	adaptive	ADJ
cana-5609	236	9	and	and	CCONJ
cana-5609	236	10	capable	capable	ADJ
cana-5609	236	11	of	of	ADP
cana-5609	236	12	evolving	evolve	VERB
cana-5609	236	13	alongside	alongside	ADP
cana-5609	236	14	technological	technological	ADJ
cana-5609	236	15	advancements	advancement	NOUN
cana-5609	236	16	.	.	PUNCT
cana-5609	237	1	as	as	ADP
cana-5609	237	2	ai	ai	VERB
cana-5609	237	3	and	and	CCONJ
cana-5609	237	4	ml	ml	PART
cana-5609	237	5	continue	continue	VERB
cana-5609	237	6	to	to	PART
cana-5609	237	7	progress	progress	VERB
cana-5609	237	8	,	,	PUNCT
cana-5609	237	9	regulations	regulation	NOUN
cana-5609	237	10	must	must	AUX
cana-5609	237	11	be	be	AUX
cana-5609	237	12	flexible	flexible	ADJ
cana-5609	237	13	enough	enough	ADV
cana-5609	237	14	to	to	PART
cana-5609	237	15	address	address	VERB
cana-5609	237	16	emerging	emerge	VERB
cana-5609	237	17	risks	risk	NOUN
cana-5609	237	18	and	and	CCONJ
cana-5609	237	19	challenges	challenge	NOUN
cana-5609	237	20	.	.	PUNCT
cana-5609	238	1	moreover	moreover	ADV
cana-5609	238	2	,	,	PUNCT
cana-5609	238	3	the	the	DET
cana-5609	238	4	global	global	ADJ
cana-5609	238	5	nature	nature	NOUN
cana-5609	238	6	of	of	ADP
cana-5609	238	7	ai	ai	PROPN
cana-5609	238	8	development	development	NOUN
cana-5609	238	9	calls	call	NOUN
cana-5609	238	10	for	for	SCONJ
cana-5609	238	11	international	international	ADJ
cana-5609	238	12	cooperation	cooperation	NOUN
cana-5609	238	13	to	to	PART
cana-5609	238	14	create	create	VERB
cana-5609	238	15	consistent	consistent	ADJ
cana-5609	238	16	regulatory	regulatory	ADJ
cana-5609	238	17	standards.50	standards.50	NOUN
cana-5609	238	18	public	public	ADJ
cana-5609	238	19	engagement	engagement	NOUN
cana-5609	238	20	will	will	AUX
cana-5609	238	21	ensure	ensure	VERB
cana-5609	238	22	that	that	SCONJ
cana-5609	238	23	regulations	regulation	NOUN
cana-5609	238	24	reflect	reflect	VERB
cana-5609	238	25	a	a	DET
cana-5609	238	26	broad	broad	ADJ
cana-5609	238	27	spectrum	spectrum	NOUN
cana-5609	238	28	of	of	ADP
cana-5609	238	29	societal	societal	ADJ
cana-5609	238	30	values	value	NOUN
cana-5609	238	31	and	and	CCONJ
cana-5609	238	32	that	that	SCONJ
cana-5609	238	33	the	the	DET
cana-5609	238	34	voices	voice	NOUN
cana-5609	238	35	of	of	ADP
cana-5609	238	36	marginalized	marginalize	VERB
cana-5609	238	37	groups	group	NOUN
cana-5609	238	38	are	be	AUX
cana-5609	238	39	heard	hear	VERB
cana-5609	238	40	.	.	PUNCT
cana-5609	239	1	this	this	DET
cana-5609	239	2	inclusive	inclusive	ADJ
cana-5609	239	3	approach	approach	NOUN
cana-5609	239	4	is	be	AUX
cana-5609	239	5	essential	essential	ADJ
cana-5609	239	6	for	for	ADP
cana-5609	239	7	building	build	VERB
cana-5609	239	8	trust	trust	NOUN
cana-5609	239	9	in	in	ADP
cana-5609	239	10	ai	ai	PROPN
cana-5609	239	11	systems	system	NOUN
cana-5609	239	12	and	and	CCONJ
cana-5609	239	13	ensuring	ensure	VERB
cana-5609	239	14	that	that	SCONJ
cana-5609	239	15	these	these	DET
cana-5609	239	16	technologies	technology	NOUN
cana-5609	239	17	serve	serve	VERB
cana-5609	239	18	the	the	DET
cana-5609	239	19	broader	broad	ADJ
cana-5609	239	20	good	good	ADJ
cana-5609	239	21	,	,	PUNCT
cana-5609	239	22	promoting	promote	VERB
cana-5609	239	23	equity	equity	NOUN
cana-5609	239	24	,	,	PUNCT
cana-5609	239	25	sustainability	sustainability	NOUN
cana-5609	239	26	,	,	PUNCT
cana-5609	239	27	and	and	CCONJ
cana-5609	239	28	justice	justice	NOUN
cana-5609	239	29	in	in	ADP
cana-5609	239	30	alignment	alignment	NOUN
cana-5609	239	31	with	with	ADP
cana-5609	239	32	the	the	DET
cana-5609	239	33	sdgs.51	sdgs.51	NOUN
cana-5609	239	34	in	in	ADP
cana-5609	239	35	sum	sum	NOUN
cana-5609	239	36	,	,	PUNCT
cana-5609	239	37	while	while	SCONJ
cana-5609	239	38	ai	ai	VERB
cana-5609	239	39	and	and	CCONJ
cana-5609	239	40	ml	ml	PART
cana-5609	239	41	hold	hold	VERB
cana-5609	239	42	immense	immense	ADJ
cana-5609	239	43	promise	promise	NOUN
cana-5609	239	44	for	for	ADP
cana-5609	239	45	driving	drive	VERB
cana-5609	239	46	47	47	NUM
cana-5609	239	47	supra	supra	PROPN
cana-5609	239	48	note	note	NOUN
cana-5609	239	49	34	34	NUM
cana-5609	239	50	.	.	PUNCT
cana-5609	239	51	48	48	NUM
cana-5609	239	52	siva	siva	PROPN
cana-5609	239	53	vignesh	vignesh	PROPN
cana-5609	239	54	&	&	CCONJ
cana-5609	239	55	nagarjun	nagarjun	PROPN
cana-5609	240	1	d.n	d.n	PROPN
cana-5609	240	2	,	,	PUNCT
cana-5609	240	3	legal	legal	ADJ
cana-5609	240	4	challenges	challenge	NOUN
cana-5609	240	5	of	of	ADP
cana-5609	240	6	artificial	artificial	ADJ
cana-5609	240	7	intelligence	intelligence	NOUN
cana-5609	240	8	in	in	ADP
cana-5609	240	9	india	india	PROPN
cana-5609	240	10	’s	’s	PART
cana-5609	240	11	cyber	cyber	PROPN
cana-5609	240	12	law	law	NOUN
cana-5609	240	13	framework	framework	NOUN
cana-5609	240	14	:	:	PUNCT
cana-5609	240	15	examining	examine	VERB
cana-5609	240	16	data	data	NOUN
cana-5609	240	17	privacy	privacy	NOUN
cana-5609	240	18	and	and	CCONJ
cana-5609	240	19	algorithmic	algorithmic	ADJ
cana-5609	240	20	accountability	accountability	NOUN
cana-5609	240	21	via	via	ADP
cana-5609	240	22	a	a	DET
cana-5609	240	23	comparative	comparative	ADJ
cana-5609	240	24	global	global	ADJ
cana-5609	240	25	perspective	perspective	NOUN
cana-5609	240	26	,	,	PUNCT
cana-5609	240	27	6	6	NUM
cana-5609	240	28	international	international	ADJ
cana-5609	240	29	journal	journal	NOUN
cana-5609	240	30	for	for	ADP
cana-5609	240	31	multidisciplinary	multidisciplinary	ADJ
cana-5609	240	32	research	research	NOUN
cana-5609	240	33	(	(	PUNCT
cana-5609	240	34	2024	2024	NUM
cana-5609	240	35	)	)	PUNCT
cana-5609	240	36	.	.	PUNCT
cana-5609	241	1	49	49	NUM
cana-5609	241	2	supra	supra	PROPN
cana-5609	241	3	note	note	NOUN
cana-5609	241	4	29	29	NUM
cana-5609	241	5	.	.	X
cana-5609	241	6	50	50	NUM
cana-5609	241	7	supra	supra	NOUN
cana-5609	241	8	note	note	NOUN
cana-5609	241	9	37	37	NUM
cana-5609	241	10	.	.	PUNCT
cana-5609	241	11	51	51	NUM
cana-5609	241	12	ricardo	ricardo	NOUN
cana-5609	241	13	vinuesa	vinuesa	NOUN
cana-5609	241	14	et	et	PROPN
cana-5609	241	15	al	al	PROPN
cana-5609	241	16	.	.	PROPN
cana-5609	241	17	,	,	PUNCT
cana-5609	241	18	the	the	DET
cana-5609	241	19	role	role	NOUN
cana-5609	241	20	of	of	ADP
cana-5609	241	21	artificial	artificial	ADJ
cana-5609	241	22	intelligence	intelligence	NOUN
cana-5609	241	23	in	in	ADP
cana-5609	241	24	achieving	achieve	VERB
cana-5609	241	25	the	the	DET
cana-5609	241	26	sustainable	sustainable	ADJ
cana-5609	241	27	development	development	NOUN
cana-5609	241	28	goals	goal	NOUN
cana-5609	241	29	,	,	PUNCT
cana-5609	241	30	11	11	NUM
cana-5609	241	31	nature	nature	NOUN
cana-5609	241	32	communications	communication	NOUN
cana-5609	241	33	(	(	PUNCT
cana-5609	241	34	2020	2020	NUM
cana-5609	241	35	)	)	PUNCT
cana-5609	241	36	.	.	PUNCT
cana-5609	242	1	communications	communication	NOUN
cana-5609	242	2	on	on	ADP
cana-5609	242	3	applied	apply	VERB
cana-5609	242	4	nonlinear	nonlinear	ADJ
cana-5609	242	5	analysis	analysis	NOUN
cana-5609	242	6	issn	issn	NOUN
cana-5609	242	7	:	:	PUNCT
cana-5609	242	8	1074	1074	NUM
cana-5609	242	9	-	-	PUNCT
cana-5609	242	10	133x	133x	NUM
cana-5609	242	11	vol	vol	NOUN
cana-5609	242	12	32	32	NUM
cana-5609	242	13	no	no	NOUN
cana-5609	242	14	.	.	PUNCT
cana-5609	243	1	icmasd	icmasd	NOUN
cana-5609	243	2	(	(	PUNCT
cana-5609	243	3	2025	2025	NUM
cana-5609	243	4	)	)	PUNCT
cana-5609	243	5	2136	2136	NUM
cana-5609	243	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	243	7	progress	progress	NOUN
cana-5609	243	8	toward	toward	ADP
cana-5609	243	9	the	the	DET
cana-5609	243	10	sdgs	sdgs	NOUN
cana-5609	243	11	,	,	PUNCT
cana-5609	243	12	it	it	PRON
cana-5609	243	13	is	be	AUX
cana-5609	243	14	imperative	imperative	ADJ
cana-5609	243	15	to	to	PART
cana-5609	243	16	address	address	VERB
cana-5609	243	17	the	the	DET
cana-5609	243	18	legal	legal	ADJ
cana-5609	243	19	,	,	PUNCT
cana-5609	243	20	ethical	ethical	ADJ
cana-5609	243	21	,	,	PUNCT
cana-5609	243	22	and	and	CCONJ
cana-5609	243	23	regulatory	regulatory	ADJ
cana-5609	243	24	challenges	challenge	NOUN
cana-5609	243	25	they	they	PRON
cana-5609	243	26	present	present	VERB
cana-5609	243	27	.	.	PUNCT
cana-5609	244	1	references	reference	NOUN
cana-5609	244	2	1	1	NUM
cana-5609	244	3	.	.	PUNCT
cana-5609	245	1	agarwal	agarwal	PROPN
cana-5609	245	2	,	,	PUNCT
cana-5609	245	3	r.	r.	PROPN
cana-5609	245	4	,	,	PUNCT
cana-5609	245	5	&	&	CCONJ
cana-5609	245	6	gautham	gautham	PROPN
cana-5609	245	7	,	,	PUNCT
cana-5609	245	8	a.	a.	NOUN
cana-5609	245	9	(	(	PUNCT
cana-5609	245	10	2020	2020	NUM
cana-5609	245	11	)	)	PUNCT
cana-5609	245	12	.	.	PUNCT
cana-5609	246	1	artificial	artificial	ADJ
cana-5609	246	2	intelligence	intelligence	NOUN
cana-5609	246	3	and	and	CCONJ
cana-5609	246	4	sustainable	sustainable	ADJ
cana-5609	246	5	development	development	NOUN
cana-5609	246	6	:	:	PUNCT
cana-5609	246	7	opportunities	opportunity	NOUN
cana-5609	246	8	and	and	CCONJ
cana-5609	246	9	challenges	challenge	NOUN
cana-5609	246	10	.	.	PUNCT
cana-5609	247	1	springer	springer	NOUN
cana-5609	247	2	.	.	PUNCT
cana-5609	248	1	2	2	X
cana-5609	248	2	.	.	PUNCT
cana-5609	248	3	binns	binns	PROPN
cana-5609	248	4	,	,	PUNCT
cana-5609	248	5	r.	r.	PROPN
cana-5609	248	6	(	(	PUNCT
cana-5609	248	7	2018	2018	NUM
cana-5609	248	8	)	)	PUNCT
cana-5609	248	9	.	.	PUNCT
cana-5609	249	1	the	the	DET
cana-5609	249	2	ethics	ethic	NOUN
cana-5609	249	3	of	of	ADP
cana-5609	249	4	artificial	artificial	ADJ
cana-5609	249	5	intelligence	intelligence	NOUN
cana-5609	249	6	:	:	PUNCT
cana-5609	249	7	a	a	DET
cana-5609	249	8	framework	framework	NOUN
cana-5609	249	9	for	for	ADP
cana-5609	249	10	responsible	responsible	ADJ
cana-5609	249	11	innovation	innovation	NOUN
cana-5609	249	12	.	.	PUNCT
cana-5609	250	1	cambridge	cambridge	PROPN
cana-5609	250	2	university	university	PROPN
cana-5609	250	3	press	press	NOUN
cana-5609	250	4	.	.	PUNCT
cana-5609	251	1	3	3	X
cana-5609	251	2	.	.	X
cana-5609	251	3	brynjolfsson	brynjolfsson	PROPN
cana-5609	251	4	,	,	PUNCT
cana-5609	251	5	e.	e.	PROPN
cana-5609	251	6	,	,	PUNCT
cana-5609	251	7	&	&	CCONJ
cana-5609	251	8	mcafee	mcafee	PROPN
cana-5609	251	9	,	,	PUNCT
cana-5609	251	10	a.	a.	NOUN
cana-5609	251	11	(	(	PUNCT
cana-5609	251	12	2017	2017	NUM
cana-5609	251	13	)	)	PUNCT
cana-5609	251	14	.	.	PUNCT
cana-5609	252	1	the	the	DET
cana-5609	252	2	second	second	ADJ
cana-5609	252	3	machine	machine	NOUN
cana-5609	252	4	age	age	NOUN
cana-5609	252	5	:	:	PUNCT
cana-5609	252	6	work	work	NOUN
cana-5609	252	7	,	,	PUNCT
cana-5609	252	8	progress	progress	NOUN
cana-5609	252	9	,	,	PUNCT
cana-5609	252	10	and	and	CCONJ
cana-5609	252	11	prosperity	prosperity	NOUN
cana-5609	252	12	in	in	ADP
cana-5609	252	13	a	a	DET
cana-5609	252	14	time	time	NOUN
cana-5609	252	15	of	of	ADP
cana-5609	252	16	brilliant	brilliant	ADJ
cana-5609	252	17	technologies	technology	NOUN
cana-5609	252	18	.	.	PUNCT
cana-5609	253	1	w.w	w.w	PROPN
cana-5609	253	2	.	.	PROPN
cana-5609	253	3	norton	norton	PROPN
cana-5609	253	4	&	&	CCONJ
cana-5609	253	5	company	company	NOUN
cana-5609	253	6	.	.	PUNCT
cana-5609	254	1	4	4	X
cana-5609	254	2	.	.	X
cana-5609	254	3	crawford	crawford	PROPN
cana-5609	254	4	,	,	PUNCT
cana-5609	254	5	k.	k.	PROPN
cana-5609	254	6	(	(	PUNCT
cana-5609	254	7	2016	2016	NUM
cana-5609	254	8	)	)	PUNCT
cana-5609	254	9	.	.	PUNCT
cana-5609	255	1	artificial	artificial	ADJ
cana-5609	255	2	intelligence	intelligence	NOUN
cana-5609	255	3	’s	’s	PART
cana-5609	255	4	white	white	ADJ
cana-5609	255	5	guy	guy	PROPN
cana-5609	255	6	problem	problem	NOUN
cana-5609	255	7	.	.	PUNCT
cana-5609	256	1	the	the	DET
cana-5609	256	2	new	new	PROPN
cana-5609	256	3	york	york	PROPN
cana-5609	256	4	times	times	PROPN
cana-5609	256	5	.	.	PUNCT
cana-5609	257	1	https://www.nytimes.com/2016/06/26/opinion/sunday/artificial-intelligences-white-guyproblem.html	https://www.nytimes.com/2016/06/26/opinion/sunday/artificial-intelligences-white-guyproblem.html	PROPN
cana-5609	257	2	5	5	NUM
cana-5609	257	3	.	.	PUNCT
cana-5609	257	4	european	european	PROPN
cana-5609	257	5	commission	commission	PROPN
cana-5609	257	6	.	.	PUNCT
cana-5609	258	1	(	(	PUNCT
cana-5609	258	2	2019	2019	NUM
cana-5609	258	3	)	)	PUNCT
cana-5609	258	4	.	.	PUNCT
cana-5609	259	1	ethics	ethic	NOUN
cana-5609	259	2	guidelines	guideline	NOUN
cana-5609	259	3	for	for	ADP
cana-5609	259	4	trustworthy	trustworthy	ADJ
cana-5609	259	5	ai	ai	NOUN
cana-5609	259	6	.	.	PUNCT
cana-5609	260	1	european	european	PROPN
cana-5609	260	2	commission.https://ec.europa.eu/digital-strategy/our-policies/ethics-guidelinestrustworthyai	commission.https://ec.europa.eu/digital-strategy/our-policies/ethics-guidelinestrustworthyai	PROPN
cana-5609	260	3	6	6	X
cana-5609	260	4	.	.	PUNCT
cana-5609	261	1	gasser	gasser	PROPN
cana-5609	261	2	,	,	PUNCT
cana-5609	261	3	u.	u.	PROPN
cana-5609	261	4	,	,	PUNCT
cana-5609	261	5	&	&	CCONJ
cana-5609	261	6	almeida	almeida	PROPN
cana-5609	261	7	,	,	PUNCT
cana-5609	261	8	v.	v.	ADP
cana-5609	261	9	a.	a.	NOUN
cana-5609	261	10	(	(	PUNCT
cana-5609	261	11	2017	2017	NUM
cana-5609	261	12	)	)	PUNCT
cana-5609	261	13	.	.	PUNCT
cana-5609	262	1	ai	ai	VERB
cana-5609	262	2	and	and	CCONJ
cana-5609	262	3	the	the	DET
cana-5609	262	4	law	law	NOUN
cana-5609	262	5	:	:	PUNCT
cana-5609	262	6	how	how	SCONJ
cana-5609	262	7	artificial	artificial	ADJ
cana-5609	262	8	intelligence	intelligence	NOUN
cana-5609	262	9	is	be	AUX
cana-5609	262	10	transforming	transform	VERB
cana-5609	262	11	the	the	DET
cana-5609	262	12	legal	legal	ADJ
cana-5609	262	13	profession	profession	NOUN
cana-5609	262	14	and	and	CCONJ
cana-5609	262	15	access	access	NOUN
cana-5609	262	16	to	to	ADP
cana-5609	262	17	justice	justice	NOUN
cana-5609	262	18	.	.	PUNCT
cana-5609	263	1	springer	springer	PROPN
cana-5609	263	2	.	.	PUNCT
cana-5609	264	1	https://doi.org/10.1007/s13218-017-0509-7	https://doi.org/10.1007/s13218-017-0509-7	PROPN
cana-5609	264	2	7	7	NUM
cana-5609	264	3	.	.	PUNCT
cana-5609	265	1	graham	graham	PROPN
cana-5609	265	2	,	,	PUNCT
cana-5609	265	3	l.	l.	PROPN
cana-5609	265	4	(	(	PUNCT
cana-5609	265	5	2019	2019	NUM
cana-5609	265	6	)	)	PUNCT
cana-5609	265	7	.	.	PUNCT
cana-5609	266	1	ai	ai	VERB
cana-5609	266	2	,	,	PUNCT
cana-5609	266	3	ethics	ethic	NOUN
cana-5609	266	4	,	,	PUNCT
cana-5609	266	5	and	and	CCONJ
cana-5609	266	6	governance	governance	NOUN
cana-5609	266	7	:	:	PUNCT
cana-5609	266	8	the	the	DET
cana-5609	266	9	global	global	ADJ
cana-5609	266	10	regulatory	regulatory	ADJ
cana-5609	266	11	challenge	challenge	NOUN
cana-5609	266	12	.	.	PUNCT
cana-5609	267	1	oxford	oxford	PROPN
cana-5609	267	2	university	university	PROPN
cana-5609	267	3	press	press	NOUN
cana-5609	267	4	.	.	PUNCT
cana-5609	268	1	8	8	X
cana-5609	268	2	.	.	X
cana-5609	268	3	gunkel	gunkel	NOUN
cana-5609	268	4	,	,	PUNCT
cana-5609	268	5	d.	d.	PROPN
cana-5609	268	6	j.	j.	PROPN
cana-5609	268	7	(	(	PUNCT
cana-5609	268	8	2018	2018	NUM
cana-5609	268	9	)	)	PUNCT
cana-5609	268	10	.	.	PUNCT
cana-5609	269	1	robot	robot	NOUN
cana-5609	269	2	rights	right	NOUN
cana-5609	269	3	.	.	PUNCT
cana-5609	270	1	mit	mit	PROPN
cana-5609	270	2	press	press	NOUN
cana-5609	270	3	.	.	PUNCT
cana-5609	271	1	9	9	X
cana-5609	271	2	.	.	X
cana-5609	271	3	holmström	holmström	NOUN
cana-5609	271	4	,	,	PUNCT
cana-5609	271	5	m.	m.	NOUN
cana-5609	271	6	(	(	PUNCT
cana-5609	271	7	2020	2020	NUM
cana-5609	271	8	)	)	PUNCT
cana-5609	271	9	.	.	PUNCT
cana-5609	272	1	the	the	DET
cana-5609	272	2	role	role	NOUN
cana-5609	272	3	of	of	ADP
cana-5609	272	4	ai	ai	VERB
cana-5609	272	5	in	in	ADP
cana-5609	272	6	sustainable	sustainable	ADJ
cana-5609	272	7	development	development	NOUN
cana-5609	272	8	:	:	PUNCT
cana-5609	272	9	challenges	challenge	NOUN
cana-5609	272	10	and	and	CCONJ
cana-5609	272	11	opportunities	opportunity	NOUN
cana-5609	272	12	.	.	PUNCT
cana-5609	273	1	united	united	PROPN
cana-5609	273	2	nations	nations	PROPN
cana-5609	273	3	development	development	PROPN
cana-5609	273	4	programme	programme	PROPN
cana-5609	273	5	.	.	PUNCT
cana-5609	274	1	https://www.undp.org/publications/role-ai-sustainable-development	https://www.undp.org/publications/role-ai-sustainable-development	NOUN
cana-5609	274	2	10	10	NUM
cana-5609	274	3	.	.	PUNCT
cana-5609	275	1	jobin	jobin	PROPN
cana-5609	275	2	,	,	PUNCT
cana-5609	275	3	a.	a.	NOUN
cana-5609	275	4	,	,	PUNCT
cana-5609	275	5	ienca	ienca	NOUN
cana-5609	275	6	,	,	PUNCT
cana-5609	275	7	m.	m.	NOUN
cana-5609	275	8	,	,	PUNCT
cana-5609	275	9	&	&	CCONJ
cana-5609	275	10	vayena	vayena	PROPN
cana-5609	275	11	,	,	PUNCT
cana-5609	275	12	e.	e.	PROPN
cana-5609	275	13	(	(	PUNCT
cana-5609	275	14	2019	2019	NUM
cana-5609	275	15	)	)	PUNCT
cana-5609	275	16	.	.	PUNCT
cana-5609	276	1	the	the	DET
cana-5609	276	2	global	global	ADJ
cana-5609	276	3	landscape	landscape	NOUN
cana-5609	276	4	of	of	ADP
cana-5609	276	5	ai	ai	PROPN
cana-5609	276	6	ethics	ethic	NOUN
cana-5609	276	7	guidelines	guideline	NOUN
cana-5609	276	8	.	.	PUNCT
cana-5609	277	1	nature	nature	NOUN
cana-5609	277	2	machine	machine	NOUN
cana-5609	277	3	intelligence	intelligence	NOUN
cana-5609	277	4	,	,	PUNCT
cana-5609	277	5	1(9	1(9	NUM
cana-5609	277	6	)	)	PUNCT
cana-5609	277	7	,	,	PUNCT
cana-5609	277	8	389–399	389–399	NUM
cana-5609	277	9	.	.	PUNCT
cana-5609	278	1	https://doi.org/10.1038/s42256-019-0088-2	https://doi.org/10.1038/s42256-019-0088-2	NUM
cana-5609	278	2	11	11	NUM
cana-5609	278	3	.	.	PUNCT
cana-5609	279	1	kirkpatrick	kirkpatrick	PROPN
cana-5609	279	2	,	,	PUNCT
cana-5609	279	3	d.	d.	PROPN
cana-5609	279	4	(	(	PUNCT
cana-5609	279	5	2020	2020	NUM
cana-5609	279	6	)	)	PUNCT
cana-5609	279	7	.	.	PUNCT
cana-5609	280	1	the	the	DET
cana-5609	280	2	dark	dark	ADJ
cana-5609	280	3	side	side	NOUN
cana-5609	280	4	of	of	ADP
cana-5609	280	5	ai	ai	NOUN
cana-5609	280	6	:	:	PUNCT
cana-5609	280	7	ethical	ethical	ADJ
cana-5609	280	8	implications	implication	NOUN
cana-5609	280	9	in	in	ADP
cana-5609	280	10	decision	decision	NOUN
cana-5609	280	11	-	-	PUNCT
cana-5609	280	12	making	make	VERB
cana-5609	280	13	systems	system	NOUN
cana-5609	280	14	.	.	PUNCT
cana-5609	281	1	routledge	routledge	PROPN
cana-5609	281	2	.	.	PUNCT
cana-5609	282	1	12	12	NUM
cana-5609	282	2	.	.	PUNCT
cana-5609	283	1	liu	liu	PROPN
cana-5609	283	2	,	,	PUNCT
cana-5609	283	3	y.	y.	PROPN
cana-5609	283	4	,	,	PUNCT
cana-5609	283	5	&	&	CCONJ
cana-5609	283	6	chen	chen	PROPN
cana-5609	283	7	,	,	PUNCT
cana-5609	283	8	x.	x.	PROPN
cana-5609	283	9	(	(	PUNCT
cana-5609	283	10	2018	2018	NUM
cana-5609	283	11	)	)	PUNCT
cana-5609	283	12	.	.	PUNCT
cana-5609	284	1	the	the	DET
cana-5609	284	2	ethics	ethic	NOUN
cana-5609	284	3	of	of	ADP
cana-5609	284	4	machine	machine	NOUN
cana-5609	284	5	learning	learning	NOUN
cana-5609	284	6	in	in	ADP
cana-5609	284	7	healthcare	healthcare	NOUN
cana-5609	284	8	:	:	PUNCT
cana-5609	284	9	challenges	challenge	NOUN
cana-5609	284	10	and	and	CCONJ
cana-5609	284	11	solutions	solution	NOUN
cana-5609	284	12	.	.	PUNCT
cana-5609	285	1	springer	springer	NOUN
cana-5609	285	2	.	.	PUNCT
cana-5609	286	1	https://doi.org/10.1007/978-3-030-26399-1	https://doi.org/10.1007/978-3-030-26399-1	PROPN
cana-5609	286	2	13	13	NUM
cana-5609	286	3	.	.	PUNCT
cana-5609	287	1	lópez	lópez	PROPN
cana-5609	287	2	,	,	PUNCT
cana-5609	287	3	a.	a.	PROPN
cana-5609	287	4	,	,	PUNCT
cana-5609	287	5	&	&	CCONJ
cana-5609	287	6	wehling	wehling	PROPN
cana-5609	287	7	,	,	PUNCT
cana-5609	287	8	l.	l.	PROPN
cana-5609	287	9	(	(	PUNCT
cana-5609	287	10	2021	2021	NUM
cana-5609	287	11	)	)	PUNCT
cana-5609	287	12	.	.	PUNCT
cana-5609	288	1	ai	ai	VERB
cana-5609	288	2	governance	governance	NOUN
cana-5609	288	3	and	and	CCONJ
cana-5609	288	4	accountability	accountability	NOUN
cana-5609	288	5	:	:	PUNCT
cana-5609	289	1	legal	legal	ADJ
cana-5609	289	2	and	and	CCONJ
cana-5609	289	3	regulatory	regulatory	ADJ
cana-5609	289	4	frameworks	framework	NOUN
cana-5609	289	5	for	for	ADP
cana-5609	289	6	ai	ai	PROPN
cana-5609	289	7	systems	system	NOUN
cana-5609	289	8	.	.	PUNCT
cana-5609	290	1	journal	journal	PROPN
cana-5609	290	2	of	of	ADP
cana-5609	290	3	technology	technology	NOUN
cana-5609	290	4	law	law	NOUN
cana-5609	290	5	&	&	CCONJ
cana-5609	290	6	policy	policy	NOUN
cana-5609	290	7	,	,	PUNCT
cana-5609	290	8	25(3	25(3	NUM
cana-5609	290	9	)	)	PUNCT
cana-5609	290	10	,	,	PUNCT
cana-5609	290	11	207	207	NUM
cana-5609	290	12	-	-	SYM
cana-5609	290	13	224	224	NUM
cana-5609	290	14	.	.	PUNCT
cana-5609	291	1	https://doi.org/10.1007/jtlp.2021.0063	https://doi.org/10.1007/jtlp.2021.0063	PROPN
cana-5609	291	2	14	14	NUM
cana-5609	291	3	.	.	PUNCT
cana-5609	292	1	vincent	vincent	PROPN
cana-5609	292	2	,	,	PUNCT
cana-5609	292	3	j.	j.	PROPN
cana-5609	292	4	(	(	PUNCT
cana-5609	292	5	2021	2021	NUM
cana-5609	292	6	)	)	PUNCT
cana-5609	292	7	.	.	PUNCT
cana-5609	293	1	the	the	DET
cana-5609	293	2	ethical	ethical	ADJ
cana-5609	293	3	implications	implication	NOUN
cana-5609	293	4	of	of	ADP
cana-5609	293	5	ai	ai	NOUN
cana-5609	293	6	in	in	ADP
cana-5609	293	7	society	society	NOUN
cana-5609	293	8	:	:	PUNCT
cana-5609	293	9	the	the	DET
cana-5609	293	10	role	role	NOUN
cana-5609	293	11	of	of	ADP
cana-5609	293	12	legislation	legislation	NOUN
cana-5609	293	13	and	and	CCONJ
cana-5609	293	14	regulation	regulation	NOUN
cana-5609	293	15	.	.	PUNCT
cana-5609	294	1	ai	ai	VERB
cana-5609	294	2	ethics	ethic	NOUN
cana-5609	294	3	journal	journal	NOUN
cana-5609	294	4	,	,	PUNCT
cana-5609	294	5	5(2	5(2	NUM
cana-5609	294	6	)	)	PUNCT
cana-5609	294	7	,	,	PUNCT
cana-5609	294	8	34–56	34–56	NUM
cana-5609	294	9	.	.	PUNCT
cana-5609	295	1	https://doi.org/10.1007/aiethics.2021.034	https://doi.org/10.1007/aiethics.2021.034	NOUN
cana-5609	295	2	15	15	NUM
cana-5609	295	3	.	.	PUNCT
cana-5609	296	1	world	world	PROPN
cana-5609	296	2	economic	economic	PROPN
cana-5609	296	3	forum	forum	PROPN
cana-5609	296	4	.	.	PUNCT
cana-5609	297	1	(	(	PUNCT
cana-5609	297	2	2018	2018	NUM
cana-5609	297	3	)	)	PUNCT
cana-5609	297	4	.	.	PUNCT
cana-5609	298	1	artificial	artificial	ADJ
cana-5609	298	2	intelligence	intelligence	NOUN
cana-5609	298	3	and	and	CCONJ
cana-5609	298	4	the	the	DET
cana-5609	298	5	fourth	fourth	ADJ
cana-5609	298	6	industrial	industrial	ADJ
cana-5609	298	7	revolution	revolution	NOUN
cana-5609	298	8	:	:	PUNCT
cana-5609	298	9	a	a	DET
cana-5609	298	10	report	report	NOUN
cana-5609	298	11	on	on	ADP
cana-5609	298	12	ai	ai	PROPN
cana-5609	298	13	’s	’s	PART
cana-5609	298	14	impact	impact	NOUN
cana-5609	298	15	on	on	ADP
cana-5609	298	16	economic	economic	ADJ
cana-5609	298	17	growth	growth	NOUN
cana-5609	298	18	and	and	CCONJ
cana-5609	298	19	societal	societal	ADJ
cana-5609	298	20	well	well	ADV
cana-5609	298	21	-	-	PUNCT
cana-5609	298	22	being	being	NOUN
cana-5609	298	23	.	.	PUNCT
cana-5609	299	1	world	world	PROPN
cana-5609	299	2	economic	economic	PROPN
cana-5609	299	3	forum	forum	PROPN
cana-5609	299	4	.	.	PUNCT
cana-5609	300	1	https://www.weforum.org/reports/artificial-intelligence-and-the-fourth-industrial-revolution	https://www.weforum.org/reports/artificial-intelligence-and-the-fourth-industrial-revolution	NOUN
cana-5609	300	2	16	16	NUM
cana-5609	300	3	.	.	PUNCT
cana-5609	301	1	zeng	zeng	PROPN
cana-5609	301	2	,	,	PUNCT
cana-5609	301	3	j.	j.	PROPN
cana-5609	301	4	,	,	PUNCT
cana-5609	301	5	&	&	CCONJ
cana-5609	301	6	li	li	PROPN
cana-5609	301	7	,	,	PUNCT
cana-5609	301	8	j.	j.	PROPN
cana-5609	301	9	(	(	PUNCT
cana-5609	301	10	2019	2019	NUM
cana-5609	301	11	)	)	PUNCT
cana-5609	301	12	.	.	PUNCT
cana-5609	302	1	ai	ai	VERB
cana-5609	302	2	and	and	CCONJ
cana-5609	302	3	sustainable	sustainable	ADJ
cana-5609	302	4	development	development	NOUN
cana-5609	302	5	:	:	PUNCT
cana-5609	302	6	creating	create	VERB
cana-5609	302	7	global	global	ADJ
cana-5609	302	8	solutions	solution	NOUN
cana-5609	302	9	for	for	ADP
cana-5609	302	10	sustainable	sustainable	ADJ
cana-5609	302	11	societies	society	NOUN
cana-5609	302	12	.	.	PUNCT
cana-5609	303	1	springer	springer	NOUN
cana-5609	303	2	.	.	PUNCT
cana-5609	304	1	https://ec.europa.eu/digital-strategy/our-policies/ethics-guidelines-trustworthy-ai	https://ec.europa.eu/digital-strategy/our-policies/ethics-guidelines-trustworthy-ai	X
cana-5609	305	1	https://ec.europa.eu/digital-strategy/our-policies/ethics-guidelines-trustworthy-ai	https://ec.europa.eu/digital-strategy/our-policies/ethics-guidelines-trustworthy-ai	INTJ
cana-5609	305	2	communications	communication	NOUN
cana-5609	305	3	on	on	ADP
cana-5609	305	4	applied	apply	VERB
cana-5609	305	5	nonlinear	nonlinear	ADJ
cana-5609	305	6	analysis	analysis	NOUN
cana-5609	305	7	issn	issn	NOUN
cana-5609	305	8	:	:	PUNCT
cana-5609	305	9	1074	1074	NUM
cana-5609	305	10	-	-	PUNCT
cana-5609	305	11	133x	133x	NUM
cana-5609	305	12	vol	vol	NOUN
cana-5609	305	13	32	32	NUM
cana-5609	305	14	no	no	NOUN
cana-5609	305	15	.	.	PUNCT
cana-5609	306	1	icmasd	icmasd	NOUN
cana-5609	306	2	(	(	PUNCT
cana-5609	306	3	2025	2025	NUM
cana-5609	306	4	)	)	PUNCT
cana-5609	306	5	2137	2137	NUM
cana-5609	306	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5609	306	7	17	17	NUM
cana-5609	306	8	.	.	PUNCT
cana-5609	307	1	agarwal	agarwal	PROPN
cana-5609	307	2	,	,	PUNCT
cana-5609	307	3	r.	r.	PROPN
cana-5609	307	4	,	,	PUNCT
cana-5609	307	5	&	&	CCONJ
cana-5609	307	6	gautham	gautham	PROPN
cana-5609	307	7	,	,	PUNCT
cana-5609	307	8	a.	a.	NOUN
cana-5609	307	9	(	(	PUNCT
cana-5609	307	10	2020	2020	NUM
cana-5609	307	11	)	)	PUNCT
cana-5609	307	12	.	.	PUNCT
cana-5609	308	1	artificial	artificial	ADJ
cana-5609	308	2	intelligence	intelligence	NOUN
cana-5609	308	3	and	and	CCONJ
cana-5609	308	4	sustainable	sustainable	ADJ
cana-5609	308	5	development	development	NOUN
cana-5609	308	6	:	:	PUNCT
cana-5609	308	7	opportunities	opportunity	NOUN
cana-5609	308	8	and	and	CCONJ
cana-5609	308	9	challenges	challenge	NOUN
cana-5609	308	10	.	.	PUNCT
cana-5609	309	1	springer	springer	NOUN
cana-5609	309	2	.	.	PUNCT
cana-5609	310	1	18	18	NUM
cana-5609	310	2	.	.	X
cana-5609	311	1	brynjolfsson	brynjolfsson	PROPN
cana-5609	311	2	,	,	PUNCT
cana-5609	311	3	e.	e.	PROPN
cana-5609	311	4	,	,	PUNCT
cana-5609	311	5	&	&	CCONJ
cana-5609	311	6	mcafee	mcafee	PROPN
cana-5609	311	7	,	,	PUNCT
cana-5609	311	8	a.	a.	NOUN
cana-5609	311	9	(	(	PUNCT
cana-5609	311	10	2017	2017	NUM
cana-5609	311	11	)	)	PUNCT
cana-5609	311	12	.	.	PUNCT
cana-5609	312	1	the	the	DET
cana-5609	312	2	second	second	ADJ
cana-5609	312	3	machine	machine	NOUN
cana-5609	312	4	age	age	NOUN
cana-5609	312	5	:	:	PUNCT
cana-5609	312	6	work	work	NOUN
cana-5609	312	7	,	,	PUNCT
cana-5609	312	8	progress	progress	NOUN
cana-5609	312	9	,	,	PUNCT
cana-5609	312	10	and	and	CCONJ
cana-5609	312	11	prosperity	prosperity	NOUN
cana-5609	312	12	in	in	ADP
cana-5609	312	13	a	a	DET
cana-5609	312	14	time	time	NOUN
cana-5609	312	15	of	of	ADP
cana-5609	312	16	brilliant	brilliant	ADJ
cana-5609	312	17	technologies	technology	NOUN
cana-5609	312	18	.	.	PUNCT
cana-5609	313	1	w.w	w.w	PROPN
cana-5609	313	2	.	.	PROPN
cana-5609	313	3	norton	norton	PROPN
cana-5609	313	4	&	&	CCONJ
cana-5609	313	5	company	company	PROPN
cana-5609	313	6	.	.	PUNCT
cana-5609	314	1	19	19	NUM
cana-5609	314	2	.	.	PUNCT
cana-5609	315	1	crawford	crawford	PROPN
cana-5609	315	2	,	,	PUNCT
cana-5609	315	3	k.	k.	PROPN
cana-5609	315	4	(	(	PUNCT
cana-5609	315	5	2016	2016	NUM
cana-5609	315	6	)	)	PUNCT
cana-5609	315	7	.	.	PUNCT
cana-5609	316	1	artificial	artificial	ADJ
cana-5609	316	2	intelligence	intelligence	NOUN
cana-5609	316	3	’s	’s	PART
cana-5609	316	4	white	white	ADJ
cana-5609	316	5	guy	guy	PROPN
cana-5609	316	6	problem	problem	NOUN
cana-5609	316	7	.	.	PUNCT
cana-5609	317	1	the	the	DET
cana-5609	317	2	new	new	PROPN
cana-5609	317	3	york	york	PROPN
cana-5609	317	4	times	times	PROPN
cana-5609	317	5	.	.	PUNCT
cana-5609	318	1	https://www.nytimes.com/2016/06/26/opinion/sunday/artificial-intelligences-white-guyproblem.html	https://www.nytimes.com/2016/06/26/opinion/sunday/artificial-intelligences-white-guyproblem.html	PROPN
cana-5609	318	2	20	20	NUM
cana-5609	318	3	.	.	PUNCT
cana-5609	319	1	european	european	PROPN
cana-5609	319	2	commission	commission	PROPN
cana-5609	319	3	.	.	PUNCT
cana-5609	320	1	(	(	PUNCT
cana-5609	320	2	2019	2019	NUM
cana-5609	320	3	)	)	PUNCT
cana-5609	320	4	.	.	PUNCT
cana-5609	321	1	ethics	ethic	NOUN
cana-5609	321	2	guidelines	guideline	NOUN
cana-5609	321	3	for	for	ADP
cana-5609	321	4	trustworthy	trustworthy	ADJ
cana-5609	321	5	ai	ai	NOUN
cana-5609	321	6	.	.	PUNCT
cana-5609	321	7	european	european	PROPN
cana-5609	321	8	commission	commission	PROPN
cana-5609	321	9	.	.	PUNCT
cana-5609	322	1	https://ec.europa.eu/digital-strategy/our-policies/ethics-guidelines-trustworthy-ai	https://ec.europa.eu/digital-strategy/our-policies/ethics-guidelines-trustworthy-ai	X
cana-5609	323	1	21	21	NUM
cana-5609	323	2	.	.	PUNCT
cana-5609	323	3	gasser	gasser	PROPN
cana-5609	323	4	,	,	PUNCT
cana-5609	323	5	u.	u.	PROPN
cana-5609	323	6	,	,	PUNCT
cana-5609	323	7	&	&	CCONJ
cana-5609	323	8	almeida	almeida	PROPN
cana-5609	323	9	,	,	PUNCT
cana-5609	323	10	v.	v.	ADP
cana-5609	323	11	a.	a.	NOUN
cana-5609	323	12	(	(	PUNCT
cana-5609	323	13	2017	2017	NUM
cana-5609	323	14	)	)	PUNCT
cana-5609	323	15	.	.	PUNCT
cana-5609	324	1	ai	ai	VERB
cana-5609	324	2	and	and	CCONJ
cana-5609	324	3	the	the	DET
cana-5609	324	4	law	law	NOUN
cana-5609	324	5	:	:	PUNCT
cana-5609	324	6	how	how	SCONJ
cana-5609	324	7	artificial	artificial	ADJ
cana-5609	324	8	intelligence	intelligence	NOUN
cana-5609	324	9	is	be	AUX
cana-5609	324	10	transforming	transform	VERB
cana-5609	324	11	the	the	DET
cana-5609	324	12	legal	legal	ADJ
cana-5609	324	13	profession	profession	NOUN
cana-5609	324	14	and	and	CCONJ
cana-5609	324	15	access	access	NOUN
cana-5609	324	16	to	to	ADP
cana-5609	324	17	justice	justice	NOUN
cana-5609	324	18	.	.	PUNCT
cana-5609	325	1	springer	springer	NOUN
cana-5609	325	2	.	.	PUNCT
cana-5609	326	1	https://doi.org/10.1007/s13218-017-0509-7	https://doi.org/10.1007/s13218-017-0509-7	PROPN
cana-5609	326	2	https://ec.europa.eu/digital-strategy/our-policies/ethics-guidelines-trustworthy-ai	https://ec.europa.eu/digital-strategy/our-policies/ethics-guidelines-trustworthy-ai	PUNCT