id	sid	tid	token	lemma	pos
ital-10974	1	1	20190318	20190318	NUM
ital-10974	1	2	10974	10974	NUM
ital-10974	1	3	galley	galley	NOUN
ital-10974	1	4	public	public	NOUN
ital-10974	1	5	libraries	librarie	VERB
ital-10974	1	6	leading	lead	VERB
ital-10974	1	7	the	the	DET
ital-10974	1	8	way	way	NOUN
ital-10974	1	9	the	the	DET
ital-10974	1	10	democratization	democratization	NOUN
ital-10974	1	11	of	of	ADP
ital-10974	1	12	artificial	artificial	ADJ
ital-10974	1	13	intelligence	intelligence	NOUN
ital-10974	1	14	:	:	PUNCT
ital-10974	1	15	one	one	NUM
ital-10974	1	16	library	library	NOUN
ital-10974	1	17	’s	’s	PART
ital-10974	1	18	approach	approach	PROPN
ital-10974	1	19	thomas	thomas	PROPN
ital-10974	1	20	finley	finley	PROPN
ital-10974	1	21	information	information	NOUN
ital-10974	1	22	technology	technology	NOUN
ital-10974	1	23	and	and	CCONJ
ital-10974	1	24	libraries	library	NOUN
ital-10974	1	25	|	|	NOUN
ital-10974	1	26	march	march	PROPN
ital-10974	1	27	2019	2019	NUM
ital-10974	1	28	8	8	NUM
ital-10974	1	29	thomas	thomas	PROPN
ital-10974	1	30	finley	finley	PROPN
ital-10974	1	31	(	(	PUNCT
ital-10974	1	32	tfinley@friscotexas.gov	tfinley@friscotexas.gov	NOUN
ital-10974	1	33	)	)	PUNCT
ital-10974	1	34	is	be	AUX
ital-10974	1	35	adult	adult	NOUN
ital-10974	1	36	services	service	NOUN
ital-10974	1	37	manager	manager	NOUN
ital-10974	1	38	,	,	PUNCT
ital-10974	1	39	frisco	frisco	PROPN
ital-10974	1	40	public	public	ADJ
ital-10974	1	41	library	library	PROPN
ital-10974	1	42	.	.	PUNCT
ital-10974	2	1	chances	chance	NOUN
ital-10974	2	2	are	be	AUX
ital-10974	2	3	that	that	SCONJ
ital-10974	2	4	before	before	SCONJ
ital-10974	2	5	you	you	PRON
ital-10974	2	6	read	read	VERB
ital-10974	2	7	this	this	DET
ital-10974	2	8	article	article	NOUN
ital-10974	2	9	,	,	PUNCT
ital-10974	2	10	you	you	PRON
ital-10974	2	11	probably	probably	ADV
ital-10974	2	12	checked	check	VERB
ital-10974	2	13	your	your	PRON
ital-10974	2	14	email	email	NOUN
ital-10974	2	15	,	,	PUNCT
ital-10974	2	16	used	use	VERB
ital-10974	2	17	a	a	DET
ital-10974	2	18	mapping	mapping	NOUN
ital-10974	2	19	app	app	NOUN
ital-10974	2	20	to	to	PART
ital-10974	2	21	find	find	VERB
ital-10974	2	22	your	your	PRON
ital-10974	2	23	way	way	NOUN
ital-10974	2	24	,	,	PUNCT
ital-10974	2	25	or	or	CCONJ
ital-10974	2	26	typed	type	VERB
ital-10974	2	27	a	a	DET
ital-10974	2	28	search	search	NOUN
ital-10974	2	29	term	term	NOUN
ital-10974	2	30	online	online	ADV
ital-10974	2	31	.	.	PUNCT
ital-10974	3	1	without	without	ADP
ital-10974	3	2	your	your	PRON
ital-10974	3	3	even	even	ADV
ital-10974	3	4	perceiving	perceive	VERB
ital-10974	3	5	it	it	PRON
ital-10974	3	6	,	,	PUNCT
ital-10974	3	7	artificial	artificial	ADJ
ital-10974	3	8	intelligence	intelligence	NOUN
ital-10974	3	9	(	(	PUNCT
ital-10974	3	10	ai	ai	PROPN
ital-10974	3	11	)	)	PUNCT
ital-10974	3	12	has	have	AUX
ital-10974	3	13	already	already	ADV
ital-10974	3	14	helped	help	VERB
ital-10974	3	15	you	you	PRON
ital-10974	3	16	to	to	PART
ital-10974	3	17	accomplish	accomplish	VERB
ital-10974	3	18	something	something	PRON
ital-10974	3	19	today	today	NOUN
ital-10974	3	20	.	.	PUNCT
ital-10974	4	1	email	email	NOUN
ital-10974	4	2	spam	spam	NOUN
ital-10974	4	3	filters	filter	NOUN
ital-10974	4	4	use	use	VERB
ital-10974	4	5	variants	variant	NOUN
ital-10974	4	6	of	of	ADP
ital-10974	4	7	ai	ai	VERB
ital-10974	4	8	to	to	PART
ital-10974	4	9	help	help	VERB
ital-10974	4	10	cut	cut	VERB
ital-10974	4	11	down	down	ADP
ital-10974	4	12	on	on	ADP
ital-10974	4	13	harmful	harmful	ADJ
ital-10974	4	14	or	or	CCONJ
ital-10974	4	15	useless	useless	ADJ
ital-10974	4	16	emails	email	NOUN
ital-10974	4	17	in	in	ADP
ital-10974	4	18	your	your	PRON
ital-10974	4	19	inbox.1	inbox.1	PROPN
ital-10974	4	20	with	with	ADP
ital-10974	4	21	ai	ai	AUX
ital-10974	4	22	doing	do	VERB
ital-10974	4	23	the	the	DET
ital-10974	4	24	factcrunching	factcrunching	NOUN
ital-10974	4	25	,	,	PUNCT
ital-10974	4	26	mapping	mapping	NOUN
ital-10974	4	27	apps	app	NOUN
ital-10974	4	28	quickly	quickly	ADV
ital-10974	4	29	preview	preview	VERB
ital-10974	4	30	the	the	DET
ital-10974	4	31	best	good	ADJ
ital-10974	4	32	route	route	NOUN
ital-10974	4	33	based	base	VERB
ital-10974	4	34	on	on	ADP
ital-10974	4	35	a	a	DET
ital-10974	4	36	myriad	myriad	NOUN
ital-10974	4	37	of	of	ADP
ital-10974	4	38	factors	factor	NOUN
ital-10974	4	39	.	.	PUNCT
ital-10974	5	1	search	search	NOUN
ital-10974	5	2	engine	engine	NOUN
ital-10974	5	3	companies	company	NOUN
ital-10974	5	4	like	like	ADP
ital-10974	5	5	google	google	PROPN
ital-10974	5	6	have	have	AUX
ital-10974	5	7	been	be	AUX
ital-10974	5	8	using	use	VERB
ital-10974	5	9	ai	ai	VERB
ital-10974	5	10	to	to	PART
ital-10974	5	11	suggest	suggest	VERB
ital-10974	5	12	or	or	CCONJ
ital-10974	5	13	produce	produce	VERB
ital-10974	5	14	results	result	NOUN
ital-10974	5	15	faster	fast	ADV
ital-10974	5	16	for	for	ADP
ital-10974	5	17	longer	long	ADV
ital-10974	5	18	than	than	SCONJ
ital-10974	5	19	anyone	anyone	PRON
ital-10974	5	20	outside	outside	ADV
ital-10974	5	21	of	of	ADP
ital-10974	5	22	the	the	DET
ital-10974	5	23	company	company	NOUN
ital-10974	5	24	really	really	ADV
ital-10974	5	25	knew	know	VERB
ital-10974	5	26	until	until	ADP
ital-10974	5	27	recently.2	recently.2	NOUN
ital-10974	5	28	according	accord	VERB
ital-10974	5	29	to	to	ADP
ital-10974	5	30	a	a	DET
ital-10974	5	31	recent	recent	ADJ
ital-10974	5	32	study	study	NOUN
ital-10974	5	33	by	by	ADP
ital-10974	5	34	northeastern	northeastern	ADJ
ital-10974	5	35	university	university	PROPN
ital-10974	5	36	and	and	CCONJ
ital-10974	5	37	gallup	gallup	PROPN
ital-10974	5	38	,	,	PUNCT
ital-10974	5	39	85	85	NUM
ital-10974	5	40	%	%	NOUN
ital-10974	5	41	of	of	ADP
ital-10974	5	42	americans	americans	PROPN
ital-10974	5	43	are	be	AUX
ital-10974	5	44	already	already	ADV
ital-10974	5	45	using	use	VERB
ital-10974	5	46	ai	ai	VERB
ital-10974	5	47	products.3	products.3	ADV
ital-10974	5	48	the	the	DET
ital-10974	5	49	true	true	ADJ
ital-10974	5	50	revelation	revelation	NOUN
ital-10974	5	51	behind	behind	ADP
ital-10974	5	52	these	these	DET
ital-10974	5	53	recent	recent	ADJ
ital-10974	5	54	technological	technological	ADJ
ital-10974	5	55	developments	development	NOUN
ital-10974	5	56	may	may	AUX
ital-10974	5	57	not	not	PART
ital-10974	5	58	be	be	AUX
ital-10974	5	59	the	the	DET
ital-10974	5	60	fact	fact	NOUN
ital-10974	5	61	that	that	SCONJ
ital-10974	5	62	ai	ai	AUX
ital-10974	5	63	is	be	AUX
ital-10974	5	64	already	already	ADV
ital-10974	5	65	embedded	embed	VERB
ital-10974	5	66	into	into	ADP
ital-10974	5	67	the	the	DET
ital-10974	5	68	fabric	fabric	NOUN
ital-10974	5	69	of	of	ADP
ital-10974	5	70	our	our	PRON
ital-10974	5	71	modern	modern	ADJ
ital-10974	5	72	lives	life	NOUN
ital-10974	5	73	.	.	PUNCT
ital-10974	6	1	the	the	DET
ital-10974	6	2	real	real	ADJ
ital-10974	6	3	surprise	surprise	NOUN
ital-10974	6	4	might	might	AUX
ital-10974	6	5	just	just	ADV
ital-10974	6	6	be	be	AUX
ital-10974	6	7	the	the	DET
ital-10974	6	8	sudden	sudden	ADJ
ital-10974	6	9	ubiquitous	ubiquitous	ADJ
ital-10974	6	10	availability	availability	NOUN
ital-10974	6	11	(	(	PUNCT
ital-10974	6	12	and	and	CCONJ
ital-10974	6	13	approachability	approachability	NOUN
ital-10974	6	14	)	)	PUNCT
ital-10974	6	15	of	of	ADP
ital-10974	6	16	ai	ai	PROPN
ital-10974	6	17	tools	tool	NOUN
ital-10974	6	18	for	for	ADP
ital-10974	6	19	all	all	PRON
ital-10974	6	20	.	.	PUNCT
ital-10974	7	1	as	as	SCONJ
ital-10974	7	2	google	google	PROPN
ital-10974	7	3	’s	’s	PART
ital-10974	7	4	former	former	ADJ
ital-10974	7	5	chief	chief	ADJ
ital-10974	7	6	scientist	scientist	NOUN
ital-10974	7	7	of	of	ADP
ital-10974	7	8	ai	ai	PROPN
ital-10974	7	9	and	and	CCONJ
ital-10974	7	10	machine	machine	NOUN
ital-10974	7	11	learning	learning	PROPN
ital-10974	7	12	,	,	PUNCT
ital-10974	7	13	fei	fei	PROPN
ital-10974	7	14	-	-	PUNCT
ital-10974	7	15	fei	fei	PROPN
ital-10974	7	16	li	li	PROPN
ital-10974	7	17	,	,	PUNCT
ital-10974	7	18	said	say	VERB
ital-10974	7	19	in	in	ADP
ital-10974	7	20	2017	2017	NUM
ital-10974	7	21	,	,	PUNCT
ital-10974	7	22	“	"	PUNCT
ital-10974	7	23	the	the	DET
ital-10974	7	24	next	next	ADJ
ital-10974	7	25	step	step	NOUN
ital-10974	7	26	for	for	ADP
ital-10974	7	27	ai	ai	PROPN
ital-10974	7	28	must	must	AUX
ital-10974	7	29	be	be	AUX
ital-10974	7	30	democratization	democratization	NOUN
ital-10974	7	31	,	,	PUNCT
ital-10974	7	32	lowering	lower	VERB
ital-10974	7	33	the	the	DET
ital-10974	7	34	barriers	barrier	NOUN
ital-10974	7	35	of	of	ADP
ital-10974	7	36	entry	entry	NOUN
ital-10974	7	37	,	,	PUNCT
ital-10974	7	38	and	and	CCONJ
ital-10974	7	39	making	make	VERB
ital-10974	7	40	it	it	PRON
ital-10974	7	41	available	available	ADJ
ital-10974	7	42	to	to	ADP
ital-10974	7	43	the	the	DET
ital-10974	7	44	largest	large	ADJ
ital-10974	7	45	possible	possible	ADJ
ital-10974	7	46	community	community	NOUN
ital-10974	7	47	of	of	ADP
ital-10974	7	48	developers	developer	NOUN
ital-10974	7	49	,	,	PUNCT
ital-10974	7	50	users	user	NOUN
ital-10974	7	51	and	and	CCONJ
ital-10974	7	52	enterprises	enterprise	NOUN
ital-10974	7	53	.	.	PUNCT
ital-10974	8	1	"4	"4	PUNCT
ital-10974	9	1	this	this	PRON
ital-10974	9	2	sounds	sound	VERB
ital-10974	9	3	a	a	DET
ital-10974	9	4	lot	lot	NOUN
ital-10974	9	5	like	like	ADP
ital-10974	9	6	most	most	ADJ
ital-10974	9	7	public	public	ADJ
ital-10974	9	8	libraries	library	NOUN
ital-10974	9	9	’	'	PUNCT
ital-10974	9	10	mission	mission	NOUN
ital-10974	9	11	statements	statement	NOUN
ital-10974	9	12	.	.	PUNCT
ital-10974	10	1	as	as	ADP
ital-10974	10	2	with	with	ADP
ital-10974	10	3	other	other	ADJ
ital-10974	10	4	important	important	ADJ
ital-10974	10	5	workforce	workforce	NOUN
ital-10974	10	6	development	development	NOUN
ital-10974	10	7	efforts	effort	NOUN
ital-10974	10	8	,	,	PUNCT
ital-10974	10	9	libraries	library	NOUN
ital-10974	10	10	are	be	AUX
ital-10974	10	11	uniquely	uniquely	ADV
ital-10974	10	12	placed	place	VERB
ital-10974	10	13	to	to	PART
ital-10974	10	14	participate	participate	VERB
ital-10974	10	15	in	in	ADP
ital-10974	10	16	this	this	DET
ital-10974	10	17	new	new	ADJ
ital-10974	10	18	revolution	revolution	NOUN
ital-10974	10	19	as	as	ADP
ital-10974	10	20	key	key	ADJ
ital-10974	10	21	platforms	platform	NOUN
ital-10974	10	22	for	for	ADP
ital-10974	10	23	the	the	DET
ital-10974	10	24	discovery	discovery	NOUN
ital-10974	10	25	and	and	CCONJ
ital-10974	10	26	dissemination	dissemination	NOUN
ital-10974	10	27	of	of	ADP
ital-10974	10	28	emerging	emerge	VERB
ital-10974	10	29	tech	tech	ADJ
ital-10974	10	30	knowledge	knowledge	NOUN
ital-10974	10	31	.	.	PUNCT
ital-10974	11	1	at	at	ADP
ital-10974	11	2	the	the	DET
ital-10974	11	3	frisco	frisco	PROPN
ital-10974	11	4	public	public	ADJ
ital-10974	11	5	library	library	NOUN
ital-10974	11	6	(	(	PUNCT
ital-10974	11	7	https://www.friscolibrary.com	https://www.friscolibrary.com	X
ital-10974	11	8	)	)	PUNCT
ital-10974	11	9	,	,	PUNCT
ital-10974	11	10	we	we	PRON
ital-10974	11	11	saw	see	VERB
ital-10974	11	12	this	this	PRON
ital-10974	11	13	ai	ai	VERB
ital-10974	11	14	trend	trend	NOUN
ital-10974	11	15	surfacing	surfacing	NOUN
ital-10974	11	16	,	,	PUNCT
ital-10974	11	17	we	we	PRON
ital-10974	11	18	see	see	VERB
ital-10974	11	19	ai	ai	VERB
ital-10974	11	20	as	as	ADP
ital-10974	11	21	a	a	DET
ital-10974	11	22	critical	critical	ADJ
ital-10974	11	23	future	future	ADJ
ital-10974	11	24	job	job	NOUN
ital-10974	11	25	skill	skill	NOUN
ital-10974	11	26	,	,	PUNCT
ital-10974	11	27	and	and	CCONJ
ital-10974	11	28	we	we	PRON
ital-10974	11	29	investigated	investigate	VERB
ital-10974	11	30	ways	way	NOUN
ital-10974	11	31	to	to	PART
ital-10974	11	32	introduce	introduce	VERB
ital-10974	11	33	our	our	PRON
ital-10974	11	34	patrons	patron	NOUN
ital-10974	11	35	into	into	ADP
ital-10974	11	36	this	this	DET
ital-10974	11	37	space	space	NOUN
ital-10974	11	38	.	.	PUNCT
ital-10974	12	1	as	as	ADP
ital-10974	12	2	such	such	ADJ
ital-10974	12	3	,	,	PUNCT
ital-10974	12	4	the	the	DET
ital-10974	12	5	frisco	frisco	PROPN
ital-10974	12	6	public	public	ADJ
ital-10974	12	7	library	library	NOUN
ital-10974	12	8	has	have	AUX
ital-10974	12	9	leveraged	leverage	VERB
ital-10974	12	10	readily	readily	ADV
ital-10974	12	11	available	available	ADJ
ital-10974	12	12	technology	technology	NOUN
ital-10974	12	13	in	in	ADP
ital-10974	12	14	a	a	DET
ital-10974	12	15	cost	cost	NOUN
ital-10974	12	16	-	-	PUNCT
ital-10974	12	17	effective	effective	ADJ
ital-10974	12	18	way	way	NOUN
ital-10974	12	19	that	that	PRON
ital-10974	12	20	has	have	AUX
ital-10974	12	21	engaged	engage	VERB
ital-10974	12	22	community	community	NOUN
ital-10974	12	23	interest	interest	NOUN
ital-10974	12	24	.	.	PUNCT
ital-10974	13	1	our	our	PRON
ital-10974	13	2	efforts	effort	NOUN
ital-10974	13	3	are	be	AUX
ital-10974	13	4	also	also	ADV
ital-10974	13	5	replicable	replicable	ADJ
ital-10974	13	6	and	and	CCONJ
ital-10974	13	7	scalable	scalable	ADJ
ital-10974	13	8	in	in	ADP
ital-10974	13	9	terms	term	NOUN
ital-10974	13	10	of	of	ADP
ital-10974	13	11	multi	multi	ADJ
ital-10974	13	12	-	-	ADJ
ital-10974	13	13	nodal	nodal	ADJ
ital-10974	13	14	experiences	experience	NOUN
ital-10974	13	15	both	both	CCONJ
ital-10974	13	16	at	at	ADP
ital-10974	13	17	home	home	NOUN
ital-10974	13	18	and	and	CCONJ
ital-10974	13	19	in	in	ADP
ital-10974	13	20	classroombased	classroombase	VERB
ital-10974	13	21	learning	learning	NOUN
ital-10974	13	22	.	.	PUNCT
ital-10974	14	1	some	some	DET
ital-10974	14	2	basic	basic	ADJ
ital-10974	14	3	definitions	definition	NOUN
ital-10974	14	4	let	let	VERB
ital-10974	14	5	’s	’s	NOUN
ital-10974	14	6	take	take	VERB
ital-10974	14	7	a	a	DET
ital-10974	14	8	few	few	ADJ
ital-10974	14	9	steps	step	NOUN
ital-10974	14	10	back	back	ADV
ital-10974	14	11	to	to	PART
ital-10974	14	12	give	give	VERB
ital-10974	14	13	some	some	DET
ital-10974	14	14	broad	broad	ADJ
ital-10974	14	15	definitions	definition	NOUN
ital-10974	14	16	and	and	CCONJ
ital-10974	14	17	boundaries	boundary	NOUN
ital-10974	14	18	to	to	ADP
ital-10974	14	19	the	the	DET
ital-10974	14	20	scope	scope	NOUN
ital-10974	14	21	of	of	ADP
ital-10974	14	22	ai	ai	NOUN
ital-10974	14	23	.	.	PUNCT
ital-10974	15	1	according	accord	VERB
ital-10974	15	2	to	to	ADP
ital-10974	15	3	the	the	DET
ital-10974	15	4	oxford	oxford	PROPN
ital-10974	15	5	english	english	PROPN
ital-10974	15	6	dictionary	dictionary	PROPN
ital-10974	15	7	,	,	PUNCT
ital-10974	15	8	artificial	artificial	ADJ
ital-10974	15	9	intelligence	intelligence	NOUN
ital-10974	15	10	is	be	AUX
ital-10974	15	11	“	"	PUNCT
ital-10974	15	12	the	the	DET
ital-10974	15	13	capacity	capacity	NOUN
ital-10974	15	14	of	of	ADP
ital-10974	15	15	computers	computer	NOUN
ital-10974	15	16	or	or	CCONJ
ital-10974	15	17	other	other	ADJ
ital-10974	15	18	machines	machine	NOUN
ital-10974	15	19	to	to	PART
ital-10974	15	20	exhibit	exhibit	VERB
ital-10974	15	21	or	or	CCONJ
ital-10974	15	22	simulate	simulate	VERB
ital-10974	15	23	intelligent	intelligent	ADJ
ital-10974	15	24	behavior	behavior	NOUN
ital-10974	15	25	.	.	PUNCT
ital-10974	15	26	”5	”5	PUNCT
ital-10974	16	1	in	in	ADP
ital-10974	16	2	the	the	DET
ital-10974	16	3	literature	literature	NOUN
ital-10974	16	4	,	,	PUNCT
ital-10974	16	5	you	you	PRON
ital-10974	16	6	will	will	AUX
ital-10974	16	7	find	find	VERB
ital-10974	16	8	a	a	DET
ital-10974	16	9	further	further	ADJ
ital-10974	16	10	distinction	distinction	NOUN
ital-10974	16	11	between	between	ADP
ital-10974	16	12	general	general	PROPN
ital-10974	16	13	ai	ai	PROPN
ital-10974	16	14	,	,	PUNCT
ital-10974	16	15	narrow	narrow	ADJ
ital-10974	16	16	ai	ai	NOUN
ital-10974	16	17	,	,	PUNCT
ital-10974	16	18	and	and	CCONJ
ital-10974	16	19	something	something	PRON
ital-10974	16	20	called	call	VERB
ital-10974	16	21	machine	machine	NOUN
ital-10974	16	22	learning.6	learning.6	VERB
ital-10974	16	23	general	general	ADJ
ital-10974	16	24	ai	ai	PROPN
ital-10974	16	25	is	be	AUX
ital-10974	16	26	something	something	PRON
ital-10974	16	27	that	that	PRON
ital-10974	16	28	begins	begin	VERB
ital-10974	16	29	to	to	PART
ital-10974	16	30	look	look	VERB
ital-10974	16	31	like	like	ADP
ital-10974	16	32	science	science	NOUN
ital-10974	16	33	fiction	fiction	NOUN
ital-10974	16	34	:	:	PUNCT
ital-10974	16	35	an	an	DET
ital-10974	16	36	artificial	artificial	ADJ
ital-10974	16	37	intelligence	intelligence	NOUN
ital-10974	16	38	that	that	PRON
ital-10974	16	39	learns	learn	VERB
ital-10974	16	40	how	how	SCONJ
ital-10974	16	41	to	to	PART
ital-10974	16	42	learn	learn	VERB
ital-10974	16	43	,	,	PUNCT
ital-10974	16	44	then	then	ADV
ital-10974	16	45	is	be	AUX
ital-10974	16	46	able	able	ADJ
ital-10974	16	47	to	to	PART
ital-10974	16	48	generalize	generalize	VERB
ital-10974	16	49	what	what	PRON
ital-10974	16	50	it	it	PRON
ital-10974	16	51	has	have	AUX
ital-10974	16	52	learned	learn	VERB
ital-10974	16	53	and	and	CCONJ
ital-10974	16	54	apply	apply	VERB
ital-10974	16	55	that	that	DET
ital-10974	16	56	knowledge	knowledge	NOUN
ital-10974	16	57	to	to	ADP
ital-10974	16	58	a	a	DET
ital-10974	16	59	different	different	ADJ
ital-10974	16	60	case	case	NOUN
ital-10974	16	61	.	.	PUNCT
ital-10974	17	1	in	in	ADP
ital-10974	17	2	advanced	advanced	ADJ
ital-10974	17	3	examples	example	NOUN
ital-10974	17	4	of	of	ADP
ital-10974	17	5	general	general	ADJ
ital-10974	17	6	ai	ai	NOUN
ital-10974	17	7	,	,	PUNCT
ital-10974	17	8	scientists	scientist	NOUN
ital-10974	17	9	are	be	AUX
ital-10974	17	10	thinking	think	VERB
ital-10974	17	11	of	of	ADP
ital-10974	17	12	not	not	PART
ital-10974	17	13	putting	put	VERB
ital-10974	17	14	a	a	DET
ital-10974	17	15	specific	specific	ADJ
ital-10974	17	16	problem	problem	NOUN
ital-10974	17	17	in	in	ADP
ital-10974	17	18	front	front	NOUN
ital-10974	17	19	of	of	ADP
ital-10974	17	20	a	a	DET
ital-10974	17	21	general	general	ADJ
ital-10974	17	22	ai	ai	VERB
ital-10974	17	23	program	program	NOUN
ital-10974	17	24	to	to	PART
ital-10974	17	25	solve	solve	VERB
ital-10974	17	26	,	,	PUNCT
ital-10974	17	27	rather	rather	ADV
ital-10974	17	28	,	,	PUNCT
ital-10974	17	29	they	they	PRON
ital-10974	17	30	are	be	AUX
ital-10974	17	31	giving	give	VERB
ital-10974	17	32	it	it	PRON
ital-10974	17	33	an	an	DET
ital-10974	17	34	entire	entire	ADJ
ital-10974	17	35	dataset	dataset	NOUN
ital-10974	17	36	so	so	SCONJ
ital-10974	17	37	the	the	DET
ital-10974	17	38	program	program	NOUN
ital-10974	17	39	itself	itself	PRON
ital-10974	17	40	can	can	AUX
ital-10974	17	41	choose	choose	VERB
ital-10974	17	42	what	what	PRON
ital-10974	17	43	problems	problem	NOUN
ital-10974	17	44	it	it	PRON
ital-10974	17	45	should	should	AUX
ital-10974	17	46	work	work	VERB
ital-10974	17	47	on	on	ADP
ital-10974	17	48	.	.	PUNCT
ital-10974	18	1	removing	remove	VERB
ital-10974	18	2	the	the	DET
ital-10974	18	3	limited	limited	ADJ
ital-10974	18	4	point	point	NOUN
ital-10974	18	5	of	of	ADP
ital-10974	18	6	view	view	NOUN
ital-10974	18	7	of	of	ADP
ital-10974	18	8	whoever	whoever	PRON
ital-10974	18	9	programs	program	VERB
ital-10974	18	10	the	the	DET
ital-10974	18	11	program.7	program.7	ADJ
ital-10974	18	12	narrow	narrow	ADJ
ital-10974	18	13	ai	ai	NOUN
ital-10974	18	14	is	be	AUX
ital-10974	18	15	easier	easy	ADJ
ital-10974	18	16	to	to	PART
ital-10974	18	17	understand	understand	VERB
ital-10974	18	18	because	because	SCONJ
ital-10974	18	19	it	it	PRON
ital-10974	18	20	is	be	AUX
ital-10974	18	21	what	what	PRON
ital-10974	18	22	we	we	PRON
ital-10974	18	23	interact	interact	VERB
ital-10974	18	24	with	with	ADP
ital-10974	18	25	the	the	DET
ital-10974	18	26	most	most	ADJ
ital-10974	18	27	in	in	ADP
ital-10974	18	28	our	our	PRON
ital-10974	18	29	day	day	NOUN
ital-10974	18	30	-	-	PUNCT
ital-10974	18	31	to	to	ADP
ital-10974	18	32	-	-	PUNCT
ital-10974	18	33	day	day	NOUN
ital-10974	18	34	lives	life	NOUN
ital-10974	18	35	.	.	PUNCT
ital-10974	19	1	it	it	PRON
ital-10974	19	2	is	be	AUX
ital-10974	19	3	what	what	PRON
ital-10974	19	4	powers	power	VERB
ital-10974	19	5	those	those	DET
ital-10974	19	6	little	little	ADJ
ital-10974	19	7	speed	speed	NOUN
ital-10974	19	8	ups	up	NOUN
ital-10974	19	9	that	that	PRON
ital-10974	19	10	help	help	VERB
ital-10974	19	11	us	we	PRON
ital-10974	19	12	do	do	VERB
ital-10974	19	13	things	thing	NOUN
ital-10974	19	14	faster	fast	ADV
ital-10974	19	15	every	every	DET
ital-10974	19	16	day	day	NOUN
ital-10974	19	17	:	:	PUNCT
ital-10974	19	18	search	search	NOUN
ital-10974	19	19	information	information	NOUN
ital-10974	19	20	technology	technology	NOUN
ital-10974	19	21	and	and	CCONJ
ital-10974	19	22	libraries	library	NOUN
ital-10974	19	23	|	|	NOUN
ital-10974	19	24	march	march	PROPN
ital-10974	19	25	2019	2019	NUM
ital-10974	19	26	9	9	NUM
ital-10974	19	27	through	through	ADP
ital-10974	19	28	our	our	PRON
ital-10974	19	29	emails	email	NOUN
ital-10974	19	30	to	to	PART
ital-10974	19	31	help	help	VERB
ital-10974	19	32	us	we	PRON
ital-10974	19	33	avoid	avoid	VERB
ital-10974	19	34	spam	spam	NOUN
ital-10974	19	35	,	,	PUNCT
ital-10974	19	36	translate	translate	ADJ
ital-10974	19	37	speech	speech	NOUN
ital-10974	19	38	to	to	PART
ital-10974	19	39	text	text	NOUN
ital-10974	19	40	when	when	SCONJ
ital-10974	19	41	we	we	PRON
ital-10974	19	42	dictate	dictate	VERB
ital-10974	19	43	a	a	DET
ital-10974	19	44	message	message	NOUN
ital-10974	19	45	on	on	ADP
ital-10974	19	46	a	a	DET
ital-10974	19	47	smartphone	smartphone	NOUN
ital-10974	19	48	,	,	PUNCT
ital-10974	19	49	or	or	CCONJ
ital-10974	19	50	helps	help	VERB
ital-10974	19	51	to	to	PART
ital-10974	19	52	parallel	parallel	VERB
ital-10974	19	53	park	park	NOUN
ital-10974	19	54	a	a	DET
ital-10974	19	55	car	car	NOUN
ital-10974	19	56	at	at	ADP
ital-10974	19	57	the	the	DET
ital-10974	19	58	touch	touch	NOUN
ital-10974	19	59	of	of	ADP
ital-10974	19	60	a	a	DET
ital-10974	19	61	button	button	NOUN
ital-10974	19	62	.	.	PUNCT
ital-10974	20	1	narrow	narrow	PROPN
ital-10974	20	2	ai	ai	VERB
ital-10974	20	3	accomplishes	accomplish	VERB
ital-10974	20	4	a	a	DET
ital-10974	20	5	specific	specific	ADJ
ital-10974	20	6	task	task	NOUN
ital-10974	20	7	extremely	extremely	ADV
ital-10974	20	8	fast	fast	ADV
ital-10974	20	9	and	and	CCONJ
ital-10974	20	10	accurately	accurately	ADV
ital-10974	20	11	,	,	PUNCT
ital-10974	20	12	and	and	CCONJ
ital-10974	20	13	thus	thus	ADV
ital-10974	20	14	,	,	PUNCT
ital-10974	20	15	becomes	become	VERB
ital-10974	20	16	an	an	DET
ital-10974	20	17	extension	extension	NOUN
ital-10974	20	18	and	and	CCONJ
ital-10974	20	19	multiplier	multipli	ADJ
ital-10974	20	20	of	of	ADP
ital-10974	20	21	our	our	PRON
ital-10974	20	22	own	own	ADJ
ital-10974	20	23	human	human	ADJ
ital-10974	20	24	productivity	productivity	NOUN
ital-10974	20	25	.	.	PUNCT
ital-10974	21	1	a	a	DET
ital-10974	21	2	lot	lot	NOUN
ital-10974	21	3	of	of	ADP
ital-10974	21	4	these	these	DET
ital-10974	21	5	narrow	narrow	ADJ
ital-10974	21	6	ai	ai	NOUN
ital-10974	21	7	activities	activity	NOUN
ital-10974	21	8	are	be	AUX
ital-10974	21	9	based	base	VERB
ital-10974	21	10	in	in	ADP
ital-10974	21	11	a	a	DET
ital-10974	21	12	type	type	NOUN
ital-10974	21	13	of	of	ADP
ital-10974	21	14	artificial	artificial	ADJ
ital-10974	21	15	intelligence	intelligence	NOUN
ital-10974	21	16	called	call	VERB
ital-10974	21	17	machine	machine	NOUN
ital-10974	21	18	learning	learning	NOUN
ital-10974	21	19	(	(	PUNCT
ital-10974	21	20	ml	ml	PROPN
ital-10974	21	21	)	)	PUNCT
ital-10974	21	22	.	.	PUNCT
ital-10974	22	1	ml	ml	PROPN
ital-10974	22	2	is	be	AUX
ital-10974	22	3	a	a	DET
ital-10974	22	4	set	set	NOUN
ital-10974	22	5	of	of	ADP
ital-10974	22	6	very	very	ADV
ital-10974	22	7	complex	complex	ADJ
ital-10974	22	8	processes	process	NOUN
ital-10974	22	9	that	that	PRON
ital-10974	22	10	can	can	AUX
ital-10974	22	11	review	review	VERB
ital-10974	22	12	large	large	ADJ
ital-10974	22	13	sets	set	NOUN
ital-10974	22	14	of	of	ADP
ital-10974	22	15	information	information	NOUN
ital-10974	22	16	;	;	PUNCT
ital-10974	22	17	create	create	VERB
ital-10974	22	18	and	and	CCONJ
ital-10974	22	19	train	train	NOUN
ital-10974	22	20	models	model	NOUN
ital-10974	22	21	based	base	VERB
ital-10974	22	22	on	on	ADP
ital-10974	22	23	this	this	DET
ital-10974	22	24	data	datum	NOUN
ital-10974	22	25	;	;	PUNCT
ital-10974	22	26	make	make	VERB
ital-10974	22	27	predictions	prediction	NOUN
ital-10974	22	28	of	of	ADP
ital-10974	22	29	what	what	PRON
ital-10974	22	30	will	will	AUX
ital-10974	22	31	happen	happen	VERB
ital-10974	22	32	next	next	ADV
ital-10974	22	33	;	;	PUNCT
ital-10974	22	34	and	and	CCONJ
ital-10974	22	35	then	then	ADV
ital-10974	22	36	to	to	PART
ital-10974	22	37	refine	refine	VERB
ital-10974	22	38	that	that	SCONJ
ital-10974	22	39	data	datum	NOUN
ital-10974	22	40	for	for	ADP
ital-10974	22	41	better	well	ADJ
ital-10974	22	42	future	future	NOUN
ital-10974	22	43	results.8	results.8	PROPN
ital-10974	22	44	machine	machine	NOUN
ital-10974	22	45	learning	learning	NOUN
ital-10974	22	46	is	be	AUX
ital-10974	22	47	the	the	DET
ital-10974	22	48	focus	focus	NOUN
ital-10974	22	49	of	of	ADP
ital-10974	22	50	our	our	PRON
ital-10974	22	51	efforts	effort	NOUN
ital-10974	22	52	at	at	ADP
ital-10974	22	53	the	the	DET
ital-10974	22	54	frisco	frisco	PROPN
ital-10974	22	55	public	public	ADJ
ital-10974	22	56	library	library	NOUN
ital-10974	22	57	due	due	ADP
ital-10974	22	58	to	to	ADP
ital-10974	22	59	two	two	NUM
ital-10974	22	60	main	main	ADJ
ital-10974	22	61	reasons	reason	NOUN
ital-10974	22	62	:	:	PUNCT
ital-10974	22	63	1	1	X
ital-10974	22	64	)	)	PUNCT
ital-10974	22	65	it	it	PRON
ital-10974	22	66	is	be	AUX
ital-10974	22	67	what	what	PRON
ital-10974	22	68	has	have	AUX
ital-10974	22	69	been	be	AUX
ital-10974	22	70	made	make	VERB
ital-10974	22	71	available	available	ADJ
ital-10974	22	72	through	through	ADP
ital-10974	22	73	free	free	ADJ
ital-10974	22	74	tools	tool	NOUN
ital-10974	22	75	such	such	ADJ
ital-10974	22	76	as	as	ADP
ital-10974	22	77	google	google	PROPN
ital-10974	22	78	’s	’s	PART
ital-10974	22	79	open	open	PROPN
ital-10974	22	80	ai	ai	PROPN
ital-10974	22	81	resources	resource	NOUN
ital-10974	22	82	;	;	PUNCT
ital-10974	22	83	and	and	CCONJ
ital-10974	22	84	2	2	X
ital-10974	22	85	)	)	PUNCT
ital-10974	22	86	it	it	PRON
ital-10974	22	87	makes	make	VERB
ital-10974	22	88	ai	ai	VERB
ital-10974	22	89	attainable	attainable	ADJ
ital-10974	22	90	in	in	ADP
ital-10974	22	91	a	a	DET
ital-10974	22	92	library	library	NOUN
ital-10974	22	93	setting	setting	NOUN
ital-10974	22	94	.	.	PUNCT
ital-10974	23	1	our	our	PRON
ital-10974	23	2	approach	approach	NOUN
ital-10974	23	3	:	:	PUNCT
ital-10974	23	4	makerspaces	makerspace	NOUN
ital-10974	23	5	for	for	ADP
ital-10974	23	6	everyone	everyone	PRON
ital-10974	23	7	,	,	PUNCT
ital-10974	23	8	at	at	ADP
ital-10974	23	9	home	home	NOUN
ital-10974	23	10	the	the	DET
ital-10974	23	11	frisco	frisco	PROPN
ital-10974	23	12	public	public	ADJ
ital-10974	23	13	library	library	NOUN
ital-10974	23	14	has	have	AUX
ital-10974	23	15	had	have	VERB
ital-10974	23	16	4	4	NUM
ital-10974	23	17	years	year	NOUN
ital-10974	23	18	of	of	ADP
ital-10974	23	19	success	success	NOUN
ital-10974	23	20	with	with	ADP
ital-10974	23	21	circulating	circulate	VERB
ital-10974	23	22	makerspace	makerspace	NOUN
ital-10974	23	23	technology	technology	NOUN
ital-10974	23	24	in	in	ADP
ital-10974	23	25	reasonably	reasonably	ADV
ital-10974	23	26	-	-	PUNCT
ital-10974	23	27	priced	price	VERB
ital-10974	23	28	,	,	PUNCT
ital-10974	23	29	hard	hard	ADJ
ital-10974	23	30	shell	shell	ADJ
ital-10974	23	31	waterproof	waterproof	ADJ
ital-10974	23	32	boxes	box	NOUN
ital-10974	23	33	with	with	ADP
ital-10974	23	34	foam	foam	NOUN
ital-10974	23	35	inserts	insert	NOUN
ital-10974	23	36	.	.	PUNCT
ital-10974	24	1	each	each	DET
ital-10974	24	2	kit	kit	NOUN
ital-10974	24	3	is	be	AUX
ital-10974	24	4	cataloged	catalog	VERB
ital-10974	24	5	,	,	PUNCT
ital-10974	24	6	rfid	rfid	ADJ
ital-10974	24	7	tagged	tag	VERB
ital-10974	24	8	,	,	PUNCT
ital-10974	24	9	security	security	NOUN
ital-10974	24	10	tagged	tag	VERB
ital-10974	24	11	,	,	PUNCT
ital-10974	24	12	and	and	CCONJ
ital-10974	24	13	sealed	seal	VERB
ital-10974	24	14	with	with	ADP
ital-10974	24	15	zip	zip	NOUN
ital-10974	24	16	ties	tie	NOUN
ital-10974	24	17	to	to	PART
ital-10974	24	18	enable	enable	VERB
ital-10974	24	19	self	self	NOUN
ital-10974	24	20	-	-	PUNCT
ital-10974	24	21	checkouts	checkout	NOUN
ital-10974	24	22	(	(	PUNCT
ital-10974	24	23	zip	zip	NOUN
ital-10974	24	24	ties	tie	NOUN
ital-10974	24	25	can	can	AUX
ital-10974	24	26	be	be	AUX
ital-10974	24	27	easily	easily	ADV
ital-10974	24	28	cut	cut	VERB
ital-10974	24	29	open	open	ADJ
ital-10974	24	30	at	at	ADP
ital-10974	24	31	home	home	NOUN
ital-10974	24	32	,	,	PUNCT
ital-10974	24	33	but	but	CCONJ
ital-10974	24	34	prevent	prevent	VERB
ital-10974	24	35	items	item	NOUN
ital-10974	24	36	from	from	ADP
ital-10974	24	37	disappearing	disappear	VERB
ital-10974	24	38	in	in	ADP
ital-10974	24	39	the	the	DET
ital-10974	24	40	library	library	NOUN
ital-10974	24	41	)	)	PUNCT
ital-10974	24	42	.	.	PUNCT
ital-10974	25	1	these	these	DET
ital-10974	25	2	cases	case	NOUN
ital-10974	25	3	are	be	AUX
ital-10974	25	4	easy	easy	ADJ
ital-10974	25	5	to	to	PART
ital-10974	25	6	handle	handle	VERB
ital-10974	25	7	and	and	CCONJ
ital-10974	25	8	can	can	AUX
ital-10974	25	9	take	take	VERB
ital-10974	25	10	some	some	DET
ital-10974	25	11	abuse	abuse	NOUN
ital-10974	25	12	while	while	SCONJ
ital-10974	25	13	protecting	protect	VERB
ital-10974	25	14	their	their	PRON
ital-10974	25	15	contents	content	NOUN
ital-10974	25	16	.	.	PUNCT
ital-10974	26	1	this	this	PRON
ital-10974	26	2	is	be	AUX
ital-10974	26	3	important	important	ADJ
ital-10974	26	4	because	because	SCONJ
ital-10974	26	5	we	we	PRON
ital-10974	26	6	circulate	circulate	VERB
ital-10974	26	7	about	about	ADV
ital-10974	26	8	20	20	NUM
ital-10974	26	9	different	different	ADJ
ital-10974	26	10	kinds	kind	NOUN
ital-10974	26	11	of	of	ADP
ital-10974	26	12	robotics	robotic	NOUN
ital-10974	26	13	kits	kit	NOUN
ital-10974	26	14	,	,	PUNCT
ital-10974	26	15	no	no	DET
ital-10974	26	16	-	-	PUNCT
ital-10974	26	17	soldering	soldering	ADJ
ital-10974	26	18	circuitry	circuitry	NOUN
ital-10974	26	19	kits	kit	NOUN
ital-10974	26	20	,	,	PUNCT
ital-10974	26	21	3d	3d	NOUN
ital-10974	26	22	scanning	scan	VERB
ital-10974	26	23	kits	kit	NOUN
ital-10974	26	24	,	,	PUNCT
ital-10974	26	25	programing	program	VERB
ital-10974	26	26	kits	kit	NOUN
ital-10974	26	27	,	,	PUNCT
ital-10974	26	28	and	and	CCONJ
ital-10974	26	29	internet	internet	NOUN
ital-10974	26	30	of	of	ADP
ital-10974	26	31	things	thing	NOUN
ital-10974	26	32	kits	kit	NOUN
ital-10974	26	33	.	.	PUNCT
ital-10974	27	1	most	most	ADJ
ital-10974	27	2	kits	kit	NOUN
ital-10974	27	3	contain	contain	VERB
ital-10974	27	4	the	the	DET
ital-10974	27	5	theme	theme	NOUN
ital-10974	27	6	item	item	NOUN
ital-10974	27	7	with	with	ADP
ital-10974	27	8	quick	quick	ADJ
ital-10974	27	9	start	start	NOUN
ital-10974	27	10	guides	guide	NOUN
ital-10974	27	11	,	,	PUNCT
ital-10974	27	12	instruction	instruction	NOUN
ital-10974	27	13	booklets	booklet	NOUN
ital-10974	27	14	,	,	PUNCT
ital-10974	27	15	and	and	CCONJ
ital-10974	27	16	a	a	DET
ital-10974	27	17	book	book	NOUN
ital-10974	27	18	to	to	PART
ital-10974	27	19	inspire	inspire	VERB
ital-10974	27	20	advanced	advanced	ADJ
ital-10974	27	21	learning	learning	NOUN
ital-10974	27	22	.	.	PUNCT
ital-10974	28	1	we	we	PRON
ital-10974	28	2	call	call	VERB
ital-10974	28	3	these	these	DET
ital-10974	28	4	maker	maker	NOUN
ital-10974	28	5	kits	kit	NOUN
ital-10974	28	6	,	,	PUNCT
ital-10974	28	7	and	and	CCONJ
ital-10974	28	8	we	we	PRON
ital-10974	28	9	have	have	VERB
ital-10974	28	10	about	about	ADV
ital-10974	28	11	150	150	NUM
ital-10974	28	12	total	total	NOUN
ital-10974	28	13	.	.	PUNCT
ital-10974	29	1	in	in	ADP
ital-10974	29	2	our	our	PRON
ital-10974	29	3	community	community	NOUN
ital-10974	29	4	,	,	PUNCT
ital-10974	29	5	they	they	PRON
ital-10974	29	6	are	be	AUX
ital-10974	29	7	wildly	wildly	ADV
ital-10974	29	8	popular	popular	ADJ
ital-10974	29	9	and	and	CCONJ
ital-10974	29	10	have	have	AUX
ital-10974	29	11	circulated	circulate	VERB
ital-10974	29	12	more	more	ADJ
ital-10974	29	13	than	than	ADP
ital-10974	29	14	4,000	4,000	NUM
ital-10974	29	15	times	time	NOUN
ital-10974	29	16	since	since	SCONJ
ital-10974	29	17	their	their	PRON
ital-10974	29	18	introduction	introduction	NOUN
ital-10974	29	19	in	in	ADP
ital-10974	29	20	january	january	PROPN
ital-10974	29	21	2016.9	2016.9	NUM
ital-10974	29	22	aiy	aiy	NOUN
ital-10974	29	23	:	:	PUNCT
ital-10974	29	24	artificial	artificial	ADJ
ital-10974	29	25	intelligence	intelligence	NOUN
ital-10974	29	26	kits	kit	NOUN
ital-10974	29	27	for	for	ADP
ital-10974	29	28	everyone	everyone	PRON
ital-10974	29	29	in	in	ADP
ital-10974	29	30	2017	2017	NUM
ital-10974	29	31	,	,	PUNCT
ital-10974	29	32	google	google	PROPN
ital-10974	29	33	released	release	VERB
ital-10974	29	34	their	their	PRON
ital-10974	29	35	maker	maker	NOUN
ital-10974	29	36	-	-	PUNCT
ital-10974	29	37	focused	focus	VERB
ital-10974	29	38	aiy	aiy	NOUN
ital-10974	29	39	voice	voice	NOUN
ital-10974	29	40	project	project	NOUN
ital-10974	29	41	kit	kit	NOUN
ital-10974	29	42	(	(	PUNCT
ital-10974	29	43	where	where	SCONJ
ital-10974	29	44	aiy	aiy	NOUN
ital-10974	29	45	is	be	AUX
ital-10974	29	46	a	a	DET
ital-10974	29	47	catchy	catchy	ADJ
ital-10974	29	48	substitute	substitute	NOUN
ital-10974	29	49	for	for	ADP
ital-10974	29	50	do	do	AUX
ital-10974	29	51	-	-	PUNCT
ital-10974	29	52	it	it	PRON
ital-10974	29	53	-	-	PUNCT
ital-10974	29	54	yourself	yourself	PRON
ital-10974	29	55	with	with	ADP
ital-10974	29	56	artificial	artificial	ADJ
ital-10974	29	57	intelligence	intelligence	NOUN
ital-10974	29	58	yourself	yourself	PRON
ital-10974	29	59	)	)	PUNCT
ital-10974	29	60	.	.	PUNCT
ital-10974	30	1	the	the	DET
ital-10974	30	2	kit	kit	NOUN
ital-10974	30	3	consists	consist	VERB
ital-10974	30	4	of	of	ADP
ital-10974	30	5	several	several	ADJ
ital-10974	30	6	components	component	NOUN
ital-10974	30	7	that	that	PRON
ital-10974	30	8	pairs	pair	VERB
ital-10974	30	9	a	a	DET
ital-10974	30	10	raspberry	raspberry	NOUN
ital-10974	30	11	pi	pi	NOUN
ital-10974	30	12	(	(	PUNCT
ital-10974	30	13	entry	entry	NOUN
ital-10974	30	14	-	-	PUNCT
ital-10974	30	15	level	level	NOUN
ital-10974	30	16	computer	computer	NOUN
ital-10974	30	17	)	)	PUNCT
ital-10974	30	18	and	and	CCONJ
ital-10974	30	19	a	a	DET
ital-10974	30	20	small	small	ADJ
ital-10974	30	21	speaker	speaker	NOUN
ital-10974	30	22	that	that	PRON
ital-10974	30	23	is	be	AUX
ital-10974	30	24	housed	house	VERB
ital-10974	30	25	in	in	ADP
ital-10974	30	26	a	a	DET
ital-10974	30	27	cardboard	cardboard	NOUN
ital-10974	30	28	box	box	NOUN
ital-10974	30	29	with	with	ADP
ital-10974	30	30	a	a	DET
ital-10974	30	31	button	button	NOUN
ital-10974	30	32	prominently	prominently	ADV
ital-10974	30	33	placed	place	VERB
ital-10974	30	34	on	on	ADP
ital-10974	30	35	top.10	top.10	PROPN
ital-10974	30	36	the	the	DET
ital-10974	30	37	result	result	NOUN
ital-10974	30	38	is	be	AUX
ital-10974	30	39	a	a	DET
ital-10974	30	40	stripped	strip	VERB
ital-10974	30	41	-	-	PUNCT
ital-10974	30	42	down	down	ADP
ital-10974	30	43	version	version	NOUN
ital-10974	30	44	of	of	ADP
ital-10974	30	45	an	an	DET
ital-10974	30	46	amazon	amazon	PROPN
ital-10974	30	47	echo	echo	NOUN
ital-10974	30	48	or	or	CCONJ
ital-10974	30	49	google	google	PROPN
ital-10974	30	50	home	home	NOUN
ital-10974	30	51	device	device	NOUN
ital-10974	30	52	—	—	PUNCT
ital-10974	30	53	essentially	essentially	ADV
ital-10974	30	54	a	a	DET
ital-10974	30	55	smart	smart	ADJ
ital-10974	30	56	speaker	speaker	NOUN
ital-10974	30	57	.	.	PUNCT
ital-10974	31	1	although	although	SCONJ
ital-10974	31	2	the	the	DET
ital-10974	31	3	aiy	aiy	NOUN
ital-10974	31	4	voice	voice	NOUN
ital-10974	31	5	kit	kit	NOUN
ital-10974	31	6	is	be	AUX
ital-10974	31	7	not	not	PART
ital-10974	31	8	necessarily	necessarily	ADV
ital-10974	31	9	initially	initially	ADV
ital-10974	31	10	set	set	VERB
ital-10974	31	11	up	up	ADP
ital-10974	31	12	to	to	PART
ital-10974	31	13	play	play	VERB
ital-10974	31	14	music	music	NOUN
ital-10974	31	15	,	,	PUNCT
ital-10974	31	16	it	it	PRON
ital-10974	31	17	is	be	AUX
ital-10974	31	18	designed	design	VERB
ital-10974	31	19	to	to	PART
ital-10974	31	20	take	take	VERB
ital-10974	31	21	voice	voice	NOUN
ital-10974	31	22	commands	command	NOUN
ital-10974	31	23	like	like	ADP
ital-10974	31	24	the	the	DET
ital-10974	31	25	other	other	ADJ
ital-10974	31	26	products	product	NOUN
ital-10974	31	27	on	on	ADP
ital-10974	31	28	the	the	DET
ital-10974	31	29	market	market	NOUN
ital-10974	31	30	.	.	PUNCT
ital-10974	32	1	with	with	ADP
ital-10974	32	2	a	a	DET
ital-10974	32	3	minimum	minimum	NOUN
ital-10974	32	4	of	of	ADP
ital-10974	32	5	python	python	NOUN
ital-10974	32	6	coding	code	VERB
ital-10974	32	7	expertise	expertise	NOUN
ital-10974	32	8	,	,	PUNCT
ital-10974	32	9	aiy	aiy	NOUN
ital-10974	32	10	kits	kit	NOUN
ital-10974	32	11	enable	enable	VERB
ital-10974	32	12	mass	mass	ADJ
ital-10974	32	13	participation	participation	NOUN
ital-10974	32	14	in	in	ADP
ital-10974	32	15	artificial	artificial	ADJ
ital-10974	32	16	intelligence	intelligence	NOUN
ital-10974	32	17	.	.	PUNCT
ital-10974	33	1	there	there	PRON
ital-10974	33	2	is	be	VERB
ital-10974	33	3	n’t	not	PART
ital-10974	33	4	even	even	ADV
ital-10974	33	5	any	any	DET
ital-10974	33	6	soldering	soldering	NOUN
ital-10974	33	7	required	require	VERB
ital-10974	33	8	to	to	PART
ital-10974	33	9	put	put	VERB
ital-10974	33	10	this	this	DET
ital-10974	33	11	kit	kit	NOUN
ital-10974	33	12	together	together	ADV
ital-10974	33	13	!	!	PUNCT
ital-10974	34	1	this	this	PRON
ital-10974	34	2	is	be	AUX
ital-10974	34	3	100	100	NUM
ital-10974	34	4	%	%	NOUN
ital-10974	34	5	in	in	ADP
ital-10974	34	6	line	line	NOUN
ital-10974	34	7	with	with	ADP
ital-10974	34	8	fei	fei	PROPN
ital-10974	34	9	-	-	PUNCT
ital-10974	34	10	fei	fei	PROPN
ital-10974	34	11	li	li	PROPN
ital-10974	34	12	’s	’s	PROPN
ital-10974	34	13	(	(	PUNCT
ital-10974	34	14	google	google	PROPN
ital-10974	34	15	’s	’s	PART
ital-10974	34	16	former	former	ADJ
ital-10974	34	17	chief	chief	ADJ
ital-10974	34	18	scientist	scientist	NOUN
ital-10974	34	19	for	for	ADP
ital-10974	34	20	ai	ai	PROPN
ital-10974	34	21	and	and	CCONJ
ital-10974	34	22	ml	ml	NOUN
ital-10974	34	23	)	)	PUNCT
ital-10974	34	24	remarks	remark	VERB
ital-10974	34	25	about	about	ADP
ital-10974	34	26	the	the	DET
ital-10974	34	27	need	need	NOUN
ital-10974	34	28	to	to	PART
ital-10974	34	29	democratize	democratize	VERB
ital-10974	34	30	ai	ai	PROPN
ital-10974	34	31	.	.	PUNCT
ital-10974	35	1	google	google	PROPN
ital-10974	35	2	has	have	AUX
ital-10974	35	3	since	since	SCONJ
ital-10974	35	4	released	release	VERB
ital-10974	35	5	another	another	DET
ital-10974	35	6	kit	kit	NOUN
ital-10974	35	7	called	call	VERB
ital-10974	35	8	aiy	aiy	NOUN
ital-10974	35	9	vision	vision	NOUN
ital-10974	35	10	that	that	PRON
ital-10974	35	11	uses	use	VERB
ital-10974	35	12	similar	similar	ADJ
ital-10974	35	13	components	component	NOUN
ital-10974	35	14	paired	pair	VERB
ital-10974	35	15	with	with	ADP
ital-10974	35	16	a	a	DET
ital-10974	35	17	camera	camera	NOUN
ital-10974	35	18	.	.	PUNCT
ital-10974	36	1	more	more	ADJ
ital-10974	36	2	information	information	NOUN
ital-10974	36	3	on	on	ADP
ital-10974	36	4	the	the	DET
ital-10974	36	5	kits	kit	NOUN
ital-10974	36	6	can	can	AUX
ital-10974	36	7	be	be	AUX
ital-10974	36	8	found	find	VERB
ital-10974	36	9	at	at	ADP
ital-10974	36	10	https://aiyprojects.withgoogle.com/.	https://aiyprojects.withgoogle.com/.	PROPN
ital-10974	36	11	frisco	frisco	PROPN
ital-10974	36	12	public	public	PROPN
ital-10974	36	13	library	library	PROPN
ital-10974	36	14	’s	’s	PART
ital-10974	36	15	artificial	artificial	ADJ
ital-10974	36	16	intelligence	intelligence	NOUN
ital-10974	36	17	maker	maker	NOUN
ital-10974	36	18	kits	kit	NOUN
ital-10974	36	19	based	base	VERB
ital-10974	36	20	on	on	ADP
ital-10974	36	21	our	our	PRON
ital-10974	36	22	previous	previous	ADJ
ital-10974	36	23	experience	experience	NOUN
ital-10974	36	24	with	with	ADP
ital-10974	36	25	other	other	ADJ
ital-10974	36	26	maker	maker	NOUN
ital-10974	36	27	kits	kit	NOUN
ital-10974	36	28	,	,	PUNCT
ital-10974	36	29	we	we	PRON
ital-10974	36	30	made	make	VERB
ital-10974	36	31	a	a	DET
ital-10974	36	32	few	few	ADJ
ital-10974	36	33	modifications	modification	NOUN
ital-10974	36	34	to	to	ADP
ital-10974	36	35	the	the	DET
ital-10974	36	36	original	original	ADJ
ital-10974	36	37	google	google	PROPN
ital-10974	36	38	design	design	NOUN
ital-10974	36	39	that	that	PRON
ital-10974	36	40	most	most	ADJ
ital-10974	36	41	librarians	librarian	VERB
ital-10974	36	42	with	with	ADP
ital-10974	36	43	access	access	NOUN
ital-10974	36	44	to	to	ADP
ital-10974	36	45	a	a	DET
ital-10974	36	46	3d	3d	NUM
ital-10974	36	47	printer	printer	NOUN
ital-10974	36	48	can	can	AUX
ital-10974	36	49	accomplish	accomplish	VERB
ital-10974	36	50	.	.	PUNCT
ital-10974	37	1	the	the	DET
ital-10974	37	2	original	original	ADJ
ital-10974	37	3	aiy	aiy	NOUN
ital-10974	37	4	voice	voice	NOUN
ital-10974	37	5	kit	kit	NOUN
ital-10974	37	6	uses	use	VERB
ital-10974	37	7	a	a	DET
ital-10974	37	8	punch	punch	VERB
ital-10974	37	9	-	-	PUNCT
ital-10974	37	10	out	out	ADP
ital-10974	37	11	cardboard	cardboard	NOUN
ital-10974	37	12	box	box	NOUN
ital-10974	37	13	to	to	PART
ital-10974	37	14	fold	fold	VERB
ital-10974	37	15	and	and	CCONJ
ital-10974	37	16	envelop	envelop	VERB
ital-10974	37	17	the	the	DET
ital-10974	37	18	device	device	NOUN
ital-10974	37	19	.	.	PUNCT
ital-10974	38	1	apart	apart	ADV
ital-10974	38	2	from	from	ADP
ital-10974	38	3	being	be	AUX
ital-10974	38	4	an	an	DET
ital-10974	38	5	extremely	extremely	ADV
ital-10974	38	6	cost	cost	NOUN
ital-10974	38	7	-	-	PUNCT
ital-10974	38	8	effective	effective	ADJ
ital-10974	38	9	way	way	NOUN
ital-10974	38	10	of	of	ADP
ital-10974	38	11	making	make	VERB
ital-10974	38	12	a	a	DET
ital-10974	38	13	box	box	NOUN
ital-10974	38	14	,	,	PUNCT
ital-10974	38	15	it	it	PRON
ital-10974	38	16	also	also	ADV
ital-10974	38	17	seems	seem	VERB
ital-10974	38	18	like	like	SCONJ
ital-10974	38	19	there	there	PRON
ital-10974	38	20	is	be	VERB
ital-10974	38	21	delicious	delicious	ADJ
ital-10974	38	22	irony	irony	NOUN
ital-10974	38	23	(	(	PUNCT
ital-10974	38	24	and	and	CCONJ
ital-10974	38	25	message	message	NOUN
ital-10974	38	26	)	)	PUNCT
ital-10974	38	27	in	in	ADP
ital-10974	38	28	the	the	DET
ital-10974	38	29	contrasting	contrasting	NOUN
ital-10974	38	30	of	of	ADP
ital-10974	38	31	cardboard	cardboard	NOUN
ital-10974	38	32	-	-	PUNCT
ital-10974	38	33	as	as	ADP
ital-10974	38	34	a	a	DET
ital-10974	38	35	cheap	cheap	ADJ
ital-10974	38	36	,	,	PUNCT
ital-10974	38	37	widely	widely	ADV
ital-10974	38	38	available	available	ADJ
ital-10974	38	39	material	material	NOUN
ital-10974	38	40	-	-	PUNCT
ital-10974	38	41	with	with	ADP
ital-10974	38	42	the	the	DET
ital-10974	38	43	advanced	advanced	ADJ
ital-10974	38	44	tech	tech	NOUN
ital-10974	38	45	of	of	ADP
ital-10974	38	46	ai	ai	PROPN
ital-10974	38	47	.	.	PUNCT
ital-10974	39	1	durability	durability	NOUN
ital-10974	39	2	being	be	AUX
ital-10974	39	3	our	our	PRON
ital-10974	39	4	priority	priority	NOUN
ital-10974	39	5	,	,	PUNCT
ital-10974	39	6	we	we	PRON
ital-10974	39	7	knew	know	VERB
ital-10974	39	8	we	we	PRON
ital-10974	39	9	needed	need	VERB
ital-10974	39	10	to	to	PART
ital-10974	39	11	upgrade	upgrade	VERB
ital-10974	39	12	this	this	DET
ital-10974	39	13	aspect	aspect	NOUN
ital-10974	39	14	of	of	ADP
ital-10974	39	15	google	google	PROPN
ital-10974	39	16	’s	’s	PART
ital-10974	39	17	original	original	ADJ
ital-10974	39	18	design	design	NOUN
ital-10974	39	19	.	.	PUNCT
ital-10974	40	1	our	our	PRON
ital-10974	40	2	maker	maker	NOUN
ital-10974	40	3	librarian	librarian	PROPN
ital-10974	40	4	,	,	PUNCT
ital-10974	40	5	adam	adam	PROPN
ital-10974	40	6	lamprecht	lamprecht	PROPN
ital-10974	40	7	,	,	PUNCT
ital-10974	40	8	quickly	quickly	ADV
ital-10974	40	9	found	find	VERB
ital-10974	40	10	a	a	DET
ital-10974	40	11	shared	share	VERB
ital-10974	40	12	design	design	NOUN
ital-10974	40	13	file	file	NOUN
ital-10974	40	14	public	public	ADJ
ital-10974	40	15	libraries	library	NOUN
ital-10974	40	16	leading	lead	VERB
ital-10974	40	17	the	the	DET
ital-10974	40	18	way	way	NOUN
ital-10974	40	19	:	:	PUNCT
ital-10974	40	20	the	the	DET
ital-10974	40	21	democratization	democratization	NOUN
ital-10974	40	22	of	of	ADP
ital-10974	40	23	artificial	artificial	ADJ
ital-10974	40	24	intelligence	intelligence	NOUN
ital-10974	40	25	10	10	NUM
ital-10974	40	26	https://doi.org/10.6017/ital.v38i1.10974	https://doi.org/10.6017/ital.v38i1.10974	NUM
ital-10974	40	27	uploaded	upload	VERB
ital-10974	40	28	to	to	ADP
ital-10974	40	29	the	the	DET
ital-10974	40	30	website	website	NOUN
ital-10974	40	31	,	,	PUNCT
ital-10974	40	32	www.thingiverse.com	www.thingiverse.com	NUM
ital-10974	40	33	,	,	PUNCT
ital-10974	40	34	that	that	SCONJ
ital-10974	40	35	he	he	PRON
ital-10974	40	36	modified	modify	VERB
ital-10974	40	37	to	to	PART
ital-10974	40	38	better	well	ADV
ital-10974	40	39	suit	suit	VERB
ital-10974	40	40	our	our	PRON
ital-10974	40	41	needs	need	NOUN
ital-10974	40	42	(	(	PUNCT
ital-10974	40	43	see	see	VERB
ital-10974	40	44	figure	figure	NOUN
ital-10974	40	45	1).11	1).11	NUM
ital-10974	40	46	figure	figure	NOUN
ital-10974	40	47	1	1	NUM
ital-10974	40	48	.	.	PUNCT
ital-10974	40	49	ai	ai	PROPN
ital-10974	40	50	maker	maker	NOUN
ital-10974	40	51	kits	kit	NOUN
ital-10974	40	52	with	with	ADP
ital-10974	40	53	3d	3d	PROPN
ital-10974	40	54	printed	print	VERB
ital-10974	40	55	aiy	aiy	NOUN
ital-10974	40	56	voice	voice	NOUN
ital-10974	40	57	device	device	NOUN
ital-10974	40	58	.	.	PUNCT
ital-10974	41	1	we	we	PRON
ital-10974	41	2	then	then	ADV
ital-10974	41	3	printed	print	VERB
ital-10974	41	4	these	these	PRON
ital-10974	41	5	in	in	ADP
ital-10974	41	6	a	a	DET
ital-10974	41	7	variety	variety	NOUN
ital-10974	41	8	of	of	ADP
ital-10974	41	9	colors	color	NOUN
ital-10974	41	10	on	on	ADP
ital-10974	41	11	our	our	PRON
ital-10974	41	12	3d	3d	ADJ
ital-10974	41	13	printers	printer	NOUN
ital-10974	41	14	and	and	CCONJ
ital-10974	41	15	modified	modify	VERB
ital-10974	41	16	the	the	DET
ital-10974	41	17	grid	grid	NOUN
ital-10974	41	18	-	-	PUNCT
ital-10974	41	19	patterned	pattern	VERB
ital-10974	41	20	foam	foam	NOUN
ital-10974	41	21	inserts	insert	NOUN
ital-10974	41	22	to	to	PART
ital-10974	41	23	make	make	VERB
ital-10974	41	24	room	room	NOUN
ital-10974	41	25	for	for	ADP
ital-10974	41	26	the	the	DET
ital-10974	41	27	device	device	NOUN
ital-10974	41	28	and	and	CCONJ
ital-10974	41	29	a	a	DET
ital-10974	41	30	few	few	ADJ
ital-10974	41	31	other	other	ADJ
ital-10974	41	32	items	item	NOUN
ital-10974	41	33	(	(	PUNCT
ital-10974	41	34	see	see	VERB
ital-10974	41	35	figure	figure	NOUN
ital-10974	41	36	2	2	NUM
ital-10974	41	37	)	)	PUNCT
ital-10974	41	38	.	.	PUNCT
ital-10974	42	1	we	we	PRON
ital-10974	42	2	are	be	AUX
ital-10974	42	3	currently	currently	ADV
ital-10974	42	4	circulating	circulate	VERB
ital-10974	42	5	21	21	NUM
ital-10974	42	6	of	of	ADP
ital-10974	42	7	these	these	DET
ital-10974	42	8	kits	kit	NOUN
ital-10974	42	9	without	without	ADP
ital-10974	42	10	major	major	ADJ
ital-10974	42	11	incident	incident	NOUN
ital-10974	42	12	.	.	PUNCT
ital-10974	43	1	information	information	NOUN
ital-10974	43	2	technology	technology	NOUN
ital-10974	43	3	and	and	CCONJ
ital-10974	43	4	libraries	library	NOUN
ital-10974	43	5	|	|	NOUN
ital-10974	43	6	march	march	PROPN
ital-10974	43	7	2019	2019	NUM
ital-10974	43	8	11	11	NUM
ital-10974	43	9	figure	figure	NOUN
ital-10974	43	10	2	2	NUM
ital-10974	43	11	.	.	PUNCT
ital-10974	43	12	interior	interior	ADJ
ital-10974	43	13	view	view	NOUN
ital-10974	43	14	of	of	ADP
ital-10974	43	15	the	the	DET
ital-10974	43	16	kits	kit	NOUN
ital-10974	43	17	.	.	PUNCT
ital-10974	44	1	library	library	NOUN
ital-10974	44	2	instruction	instruction	NOUN
ital-10974	44	3	:	:	PUNCT
ital-10974	44	4	python	python	NOUN
ital-10974	44	5	as	as	ADP
ital-10974	44	6	a	a	DET
ital-10974	44	7	window	window	NOUN
ital-10974	44	8	onto	onto	ADP
ital-10974	44	9	artificial	artificial	ADJ
ital-10974	44	10	intelligence	intelligence	NOUN
ital-10974	44	11	our	our	PRON
ital-10974	44	12	basic	basic	ADJ
ital-10974	44	13	artificial	artificial	ADJ
ital-10974	44	14	intelligence	intelligence	NOUN
ital-10974	44	15	classes	class	NOUN
ital-10974	44	16	have	have	AUX
ital-10974	44	17	been	be	AUX
ital-10974	44	18	key	key	ADJ
ital-10974	44	19	in	in	ADP
ital-10974	44	20	the	the	DET
ital-10974	44	21	introduction	introduction	NOUN
ital-10974	44	22	of	of	ADP
ital-10974	44	23	this	this	DET
ital-10974	44	24	technology	technology	NOUN
ital-10974	44	25	to	to	ADP
ital-10974	44	26	the	the	DET
ital-10974	44	27	public	public	NOUN
ital-10974	44	28	.	.	PUNCT
ital-10974	45	1	we	we	PRON
ital-10974	45	2	reserve	reserve	VERB
ital-10974	45	3	10	10	NUM
ital-10974	45	4	kits	kit	NOUN
ital-10974	45	5	for	for	ADP
ital-10974	45	6	a	a	DET
ital-10974	45	7	class	class	NOUN
ital-10974	45	8	and	and	CCONJ
ital-10974	45	9	pair	pair	VERB
ital-10974	45	10	them	they	PRON
ital-10974	45	11	with	with	ADP
ital-10974	45	12	classroom	classroom	NOUN
ital-10974	45	13	laptops	laptop	NOUN
ital-10974	45	14	for	for	ADP
ital-10974	45	15	ease	ease	NOUN
ital-10974	45	16	of	of	ADP
ital-10974	45	17	use	use	NOUN
ital-10974	45	18	.	.	PUNCT
ital-10974	46	1	the	the	DET
ital-10974	46	2	structure	structure	NOUN
ital-10974	46	3	of	of	ADP
ital-10974	46	4	the	the	DET
ital-10974	46	5	class	class	NOUN
ital-10974	46	6	provides	provide	VERB
ital-10974	46	7	a	a	DET
ital-10974	46	8	short	short	ADJ
ital-10974	46	9	introduction	introduction	NOUN
ital-10974	46	10	to	to	ADP
ital-10974	46	11	the	the	DET
ital-10974	46	12	technology	technology	NOUN
ital-10974	46	13	and	and	CCONJ
ital-10974	46	14	then	then	ADV
ital-10974	46	15	walks	walk	VERB
ital-10974	46	16	participants	participant	NOUN
ital-10974	46	17	through	through	ADP
ital-10974	46	18	a	a	DET
ital-10974	46	19	basic	basic	ADJ
ital-10974	46	20	voice	voice	NOUN
ital-10974	46	21	recognition	recognition	NOUN
ital-10974	46	22	coding	code	VERB
ital-10974	46	23	challenge	challenge	NOUN
ital-10974	46	24	.	.	PUNCT
ital-10974	47	1	all	all	PRON
ital-10974	47	2	of	of	ADP
ital-10974	47	3	this	this	PRON
ital-10974	47	4	is	be	AUX
ital-10974	47	5	accomplished	accomplish	VERB
ital-10974	47	6	in	in	ADP
ital-10974	47	7	python	python	PROPN
ital-10974	47	8	.	.	PUNCT
ital-10974	48	1	python	python	PROPN
ital-10974	48	2	is	be	AUX
ital-10974	48	3	great	great	ADJ
ital-10974	48	4	for	for	ADP
ital-10974	48	5	beginning	begin	VERB
ital-10974	48	6	coders	coder	NOUN
ital-10974	48	7	because	because	SCONJ
ital-10974	48	8	it	it	PRON
ital-10974	48	9	is	be	AUX
ital-10974	48	10	easier	easy	ADJ
ital-10974	48	11	to	to	PART
ital-10974	48	12	learn	learn	VERB
ital-10974	48	13	than	than	ADP
ital-10974	48	14	other	other	ADJ
ital-10974	48	15	programming	programming	NOUN
ital-10974	48	16	languages	language	NOUN
ital-10974	48	17	,	,	PUNCT
ital-10974	48	18	takes	take	VERB
ital-10974	48	19	less	less	ADJ
ital-10974	48	20	time	time	NOUN
ital-10974	48	21	to	to	PART
ital-10974	48	22	write	write	VERB
ital-10974	48	23	lines	line	NOUN
ital-10974	48	24	of	of	ADP
ital-10974	48	25	code	code	NOUN
ital-10974	48	26	,	,	PUNCT
ital-10974	48	27	and	and	CCONJ
ital-10974	48	28	it	it	PRON
ital-10974	48	29	can	can	AUX
ital-10974	48	30	telescope	telescope	VERB
ital-10974	48	31	up	up	ADP
ital-10974	48	32	into	into	ADP
ital-10974	48	33	a	a	DET
ital-10974	48	34	very	very	ADV
ital-10974	48	35	large	large	ADJ
ital-10974	48	36	number	number	NOUN
ital-10974	48	37	of	of	ADP
ital-10974	48	38	projects	project	NOUN
ital-10974	48	39	and	and	CCONJ
ital-10974	48	40	applications.12	applications.12	NOUN
ital-10974	48	41	in	in	ADP
ital-10974	48	42	fact	fact	NOUN
ital-10974	48	43	,	,	PUNCT
ital-10974	48	44	according	accord	VERB
ital-10974	48	45	to	to	ADP
ital-10974	48	46	neal	neal	PROPN
ital-10974	48	47	ford	ford	PROPN
ital-10974	48	48	,	,	PUNCT
ital-10974	48	49	director	director	NOUN
ital-10974	48	50	and	and	CCONJ
ital-10974	48	51	software	software	NOUN
ital-10974	48	52	architect	architect	NOUN
ital-10974	48	53	at	at	ADP
ital-10974	48	54	thoughtworks	thoughtwork	NOUN
ital-10974	48	55	,	,	PUNCT
ital-10974	48	56	python	python	NOUN
ital-10974	48	57	,	,	PUNCT
ital-10974	48	58	“	"	PUNCT
ital-10974	48	59	is	be	AUX
ital-10974	48	60	very	very	ADV
ital-10974	48	61	good	good	ADJ
ital-10974	48	62	at	at	ADP
ital-10974	48	63	solving	solve	VERB
ital-10974	48	64	bigger	big	ADJ
ital-10974	48	65	kinds	kind	NOUN
ital-10974	48	66	of	of	ADP
ital-10974	48	67	problems	problem	NOUN
ital-10974	48	68	.	.	PUNCT
ital-10974	49	1	”13	”13	NOUN
ital-10974	50	1	so	so	ADV
ital-10974	50	2	with	with	ADP
ital-10974	50	3	python	python	PROPN
ital-10974	50	4	,	,	PUNCT
ital-10974	50	5	a	a	DET
ital-10974	50	6	beginning	begin	VERB
ital-10974	50	7	learner	learner	NOUN
ital-10974	50	8	has	have	VERB
ital-10974	50	9	a	a	DET
ital-10974	50	10	programming	programming	NOUN
ital-10974	50	11	language	language	NOUN
ital-10974	50	12	that	that	PRON
ital-10974	50	13	continues	continue	VERB
ital-10974	50	14	to	to	PART
ital-10974	50	15	be	be	AUX
ital-10974	50	16	useful	useful	ADJ
ital-10974	50	17	beyond	beyond	ADP
ital-10974	50	18	the	the	DET
ital-10974	50	19	classroom	classroom	NOUN
ital-10974	50	20	and	and	CCONJ
ital-10974	50	21	into	into	ADP
ital-10974	50	22	the	the	DET
ital-10974	50	23	world	world	NOUN
ital-10974	50	24	of	of	ADP
ital-10974	50	25	work	work	NOUN
ital-10974	50	26	or	or	CCONJ
ital-10974	50	27	school	school	NOUN
ital-10974	50	28	.	.	PUNCT
ital-10974	51	1	python	python	PROPN
ital-10974	51	2	provides	provide	VERB
ital-10974	51	3	another	another	DET
ital-10974	51	4	important	important	ADJ
ital-10974	51	5	advantage	advantage	NOUN
ital-10974	51	6	:	:	PUNCT
ital-10974	51	7	“	"	PUNCT
ital-10974	51	8	python	python	NOUN
ital-10974	51	9	provides	provide	VERB
ital-10974	51	10	the	the	DET
ital-10974	51	11	front	front	ADJ
ital-10974	51	12	-	-	PUNCT
ital-10974	51	13	end	end	NOUN
ital-10974	51	14	method	method	NOUN
ital-10974	51	15	of	of	ADP
ital-10974	51	16	how	how	SCONJ
ital-10974	51	17	to	to	PART
ital-10974	51	18	hook	hook	VERB
ital-10974	51	19	into	into	ADP
ital-10974	51	20	google	google	PROPN
ital-10974	51	21	’s	’s	PART
ital-10974	51	22	open	open	PROPN
ital-10974	51	23	ai	ai	PROPN
ital-10974	51	24	,	,	PUNCT
ital-10974	51	25	”	"	PUNCT
ital-10974	51	26	states	state	VERB
ital-10974	51	27	tech	tech	NOUN
ital-10974	51	28	writer	writer	NOUN
ital-10974	51	29	sardar	sardar	NOUN
ital-10974	51	30	yegulalp.14	yegulalp.14	NOUN
ital-10974	51	31	it	it	PRON
ital-10974	51	32	is	be	AUX
ital-10974	51	33	this	this	DET
ital-10974	51	34	combination	combination	NOUN
ital-10974	51	35	of	of	ADP
ital-10974	51	36	a	a	DET
ital-10974	51	37	free	free	ADJ
ital-10974	51	38	,	,	PUNCT
ital-10974	51	39	accessible	accessible	ADJ
ital-10974	51	40	coding	code	VERB
ital-10974	51	41	language	language	NOUN
ital-10974	51	42	with	with	ADP
ital-10974	51	43	the	the	DET
ital-10974	51	44	powerful	powerful	ADJ
ital-10974	51	45	(	(	PUNCT
ital-10974	51	46	and	and	CCONJ
ital-10974	51	47	also	also	ADV
ital-10974	51	48	free	free	ADJ
ital-10974	51	49	)	)	PUNCT
ital-10974	51	50	resources	resource	NOUN
ital-10974	51	51	of	of	ADP
ital-10974	51	52	google	google	PROPN
ital-10974	51	53	’s	’s	PART
ital-10974	51	54	open	open	PROPN
ital-10974	51	55	ai	ai	VERB
ital-10974	51	56	that	that	PRON
ital-10974	51	57	truly	truly	ADV
ital-10974	51	58	lowers	lower	VERB
ital-10974	51	59	the	the	DET
ital-10974	51	60	barrier	barrier	NOUN
ital-10974	51	61	to	to	ADP
ital-10974	51	62	entry	entry	NOUN
ital-10974	51	63	for	for	ADP
ital-10974	51	64	anyone	anyone	PRON
ital-10974	51	65	interested	interested	ADJ
ital-10974	51	66	in	in	ADP
ital-10974	51	67	a	a	DET
ital-10974	51	68	hands	hand	NOUN
ital-10974	51	69	-	-	PUNCT
ital-10974	51	70	on	on	ADP
ital-10974	51	71	experience	experience	NOUN
ital-10974	51	72	with	with	ADP
ital-10974	51	73	artificial	artificial	ADJ
ital-10974	51	74	intelligence	intelligence	NOUN
ital-10974	51	75	.	.	PUNCT
ital-10974	52	1	public	public	ADJ
ital-10974	52	2	libraries	library	NOUN
ital-10974	52	3	leading	lead	VERB
ital-10974	52	4	the	the	DET
ital-10974	52	5	way	way	NOUN
ital-10974	52	6	:	:	PUNCT
ital-10974	52	7	the	the	DET
ital-10974	52	8	democratization	democratization	NOUN
ital-10974	52	9	of	of	ADP
ital-10974	52	10	artificial	artificial	ADJ
ital-10974	52	11	intelligence	intelligence	NOUN
ital-10974	52	12	12	12	NUM
ital-10974	52	13	https://doi.org/10.6017/ital.v38i1.10974	https://doi.org/10.6017/ital.v38i1.10974	NUM
ital-10974	52	14	lessons	lesson	NOUN
ital-10974	52	15	learned	learn	VERB
ital-10974	52	16	the	the	DET
ital-10974	52	17	ai	ai	PROPN
ital-10974	52	18	maker	maker	NOUN
ital-10974	52	19	kits	kit	NOUN
ital-10974	52	20	are	be	AUX
ital-10974	52	21	,	,	PUNCT
ital-10974	52	22	by	by	ADP
ital-10974	52	23	far	far	ADV
ital-10974	52	24	,	,	PUNCT
ital-10974	52	25	our	our	PRON
ital-10974	52	26	most	most	ADV
ital-10974	52	27	complicated	complicated	ADJ
ital-10974	52	28	circulating	circulating	NOUN
ital-10974	52	29	kits	kit	NOUN
ital-10974	52	30	.	.	PUNCT
ital-10974	53	1	we	we	PRON
ital-10974	53	2	are	be	AUX
ital-10974	53	3	hearing	hear	VERB
ital-10974	53	4	back	back	ADP
ital-10974	53	5	from	from	ADP
ital-10974	53	6	patrons	patron	NOUN
ital-10974	53	7	that	that	SCONJ
ital-10974	53	8	the	the	DET
ital-10974	53	9	kits	kit	NOUN
ital-10974	53	10	are	be	AUX
ital-10974	53	11	right	right	ADJ
ital-10974	53	12	on	on	ADP
ital-10974	53	13	the	the	DET
ital-10974	53	14	mark	mark	NOUN
ital-10974	53	15	.	.	PUNCT
ital-10974	54	1	our	our	PRON
ital-10974	54	2	users	user	NOUN
ital-10974	54	3	get	get	VERB
ital-10974	54	4	it	it	PRON
ital-10974	54	5	,	,	PUNCT
ital-10974	54	6	they	they	PRON
ital-10974	54	7	see	see	VERB
ital-10974	54	8	the	the	DET
ital-10974	54	9	power	power	NOUN
ital-10974	54	10	in	in	ADP
ital-10974	54	11	getting	get	VERB
ital-10974	54	12	access	access	NOUN
ital-10974	54	13	to	to	ADP
ital-10974	54	14	these	these	DET
ital-10974	54	15	ai	ai	PROPN
ital-10974	54	16	tools	tool	NOUN
ital-10974	54	17	(	(	PUNCT
ital-10974	54	18	utilizing	utilize	VERB
ital-10974	54	19	python	python	NOUN
ital-10974	54	20	)	)	PUNCT
ital-10974	54	21	and	and	CCONJ
ital-10974	54	22	by	by	ADP
ital-10974	54	23	all	all	DET
ital-10974	54	24	accounts	account	NOUN
ital-10974	54	25	thus	thus	ADV
ital-10974	54	26	far	far	ADV
ital-10974	54	27	,	,	PUNCT
ital-10974	54	28	are	be	AUX
ital-10974	54	29	happy	happy	ADJ
ital-10974	54	30	with	with	ADP
ital-10974	54	31	their	their	PRON
ital-10974	54	32	results	result	NOUN
ital-10974	54	33	.	.	PUNCT
ital-10974	55	1	there	there	PRON
ital-10974	55	2	has	have	AUX
ital-10974	55	3	been	be	AUX
ital-10974	55	4	a	a	DET
ital-10974	55	5	perception	perception	NOUN
ital-10974	55	6	gap	gap	NOUN
ital-10974	55	7	between	between	ADP
ital-10974	55	8	library	library	NOUN
ital-10974	55	9	staff	staff	NOUN
ital-10974	55	10	,	,	PUNCT
ital-10974	55	11	however	however	ADV
ital-10974	55	12	,	,	PUNCT
ital-10974	55	13	and	and	CCONJ
ital-10974	55	14	what	what	PRON
ital-10974	55	15	an	an	DET
ital-10974	55	16	ai	ai	NOUN
ital-10974	55	17	kit	kit	NOUN
ital-10974	55	18	can	can	AUX
ital-10974	55	19	reasonably	reasonably	ADV
ital-10974	55	20	accomplish	accomplish	VERB
ital-10974	55	21	.	.	PUNCT
ital-10974	56	1	adam	adam	PROPN
ital-10974	56	2	lamprecht	lamprecht	PROPN
ital-10974	56	3	reports	report	VERB
ital-10974	56	4	,	,	PUNCT
ital-10974	56	5	“	"	PUNCT
ital-10974	56	6	staff	staff	NOUN
ital-10974	56	7	members	member	NOUN
ital-10974	56	8	had	have	VERB
ital-10974	56	9	the	the	DET
ital-10974	56	10	expectation	expectation	NOUN
ital-10974	56	11	that	that	SCONJ
ital-10974	56	12	perhaps	perhaps	ADV
ital-10974	56	13	with	with	ADP
ital-10974	56	14	this	this	DET
ital-10974	56	15	kit	kit	NOUN
ital-10974	56	16	,	,	PUNCT
ital-10974	56	17	a	a	DET
ital-10974	56	18	rookie	rookie	NOUN
ital-10974	56	19	coder	coder	NOUN
ital-10974	56	20	was	be	AUX
ital-10974	56	21	going	go	VERB
ital-10974	56	22	to	to	PART
ital-10974	56	23	be	be	AUX
ital-10974	56	24	able	able	ADJ
ital-10974	56	25	to	to	PART
ital-10974	56	26	jump	jump	VERB
ital-10974	56	27	directly	directly	ADV
ital-10974	56	28	into	into	ADP
ital-10974	56	29	developing	develop	VERB
ital-10974	56	30	deep	deep	ADJ
ital-10974	56	31	learning	learn	VERB
ital-10974	56	32	neural	neural	ADJ
ital-10974	56	33	networks	network	NOUN
ital-10974	56	34	(	(	PUNCT
ital-10974	56	35	a	a	DET
ital-10974	56	36	very	very	ADV
ital-10974	56	37	advanced	advanced	ADJ
ital-10974	56	38	subset	subset	NOUN
ital-10974	56	39	of	of	ADP
ital-10974	56	40	artificial	artificial	ADJ
ital-10974	56	41	intelligence	intelligence	NOUN
ital-10974	56	42	)	)	PUNCT
ital-10974	57	1	and	and	CCONJ
ital-10974	57	2	so	so	ADV
ital-10974	57	3	we	we	PRON
ital-10974	57	4	definitely	definitely	ADV
ital-10974	57	5	benefited	benefit	VERB
ital-10974	57	6	from	from	ADP
ital-10974	57	7	ongoing	ongoing	ADJ
ital-10974	57	8	discussions	discussion	NOUN
ital-10974	57	9	of	of	ADP
ital-10974	57	10	those	those	DET
ital-10974	57	11	broad	broad	ADJ
ital-10974	57	12	ai	ai	VERB
ital-10974	57	13	terms	term	NOUN
ital-10974	57	14	and	and	CCONJ
ital-10974	57	15	expectations	expectation	NOUN
ital-10974	57	16	.	.	PUNCT
ital-10974	58	1	”15	”15	PUNCT
ital-10974	59	1	google	google	PROPN
ital-10974	59	2	’s	’s	PART
ital-10974	59	3	aiy	aiy	NOUN
ital-10974	59	4	voice	voice	NOUN
ital-10974	59	5	is	be	AUX
ital-10974	59	6	a	a	DET
ital-10974	59	7	good	good	ADJ
ital-10974	59	8	start	start	NOUN
ital-10974	59	9	but	but	CCONJ
ital-10974	59	10	there	there	PRON
ital-10974	59	11	is	be	VERB
ital-10974	59	12	lots	lot	NOUN
ital-10974	59	13	of	of	ADP
ital-10974	59	14	room	room	NOUN
ital-10974	59	15	to	to	PART
ital-10974	59	16	grow	grow	VERB
ital-10974	59	17	ai	ai	NUM
ital-10974	59	18	classes	class	NOUN
ital-10974	59	19	for	for	ADP
ital-10974	59	20	more	more	ADJ
ital-10974	59	21	depth	depth	NOUN
ital-10974	59	22	.	.	PUNCT
ital-10974	60	1	aiy	aiy	NOUN
ital-10974	60	2	vision	vision	NOUN
ital-10974	60	3	is	be	AUX
ital-10974	60	4	the	the	DET
ital-10974	60	5	next	next	ADJ
ital-10974	60	6	logical	logical	ADJ
ital-10974	60	7	step	step	NOUN
ital-10974	60	8	that	that	PRON
ital-10974	60	9	would	would	AUX
ital-10974	60	10	allow	allow	VERB
ital-10974	60	11	us	we	PRON
ital-10974	60	12	to	to	PART
ital-10974	60	13	enter	enter	VERB
ital-10974	60	14	into	into	ADP
ital-10974	60	15	the	the	DET
ital-10974	60	16	world	world	NOUN
ital-10974	60	17	of	of	ADP
ital-10974	60	18	basic	basic	ADJ
ital-10974	60	19	image	image	NOUN
ital-10974	60	20	recognition	recognition	NOUN
ital-10974	60	21	.	.	PUNCT
ital-10974	61	1	our	our	PRON
ital-10974	61	2	approach	approach	NOUN
ital-10974	61	3	does	do	AUX
ital-10974	61	4	rely	rely	VERB
ital-10974	61	5	on	on	ADP
ital-10974	61	6	one	one	NUM
ital-10974	61	7	company	company	NOUN
ital-10974	61	8	’s	’s	PART
ital-10974	61	9	platform	platform	NOUN
ital-10974	61	10	,	,	PUNCT
ital-10974	61	11	but	but	CCONJ
ital-10974	61	12	there	there	PRON
ital-10974	61	13	are	be	VERB
ital-10974	61	14	more	more	ADJ
ital-10974	61	15	platforms	platform	NOUN
ital-10974	61	16	to	to	PART
ital-10974	61	17	explore	explore	VERB
ital-10974	61	18	ai	ai	VERB
ital-10974	61	19	now	now	ADV
ital-10974	61	20	.	.	PUNCT
ital-10974	62	1	one	one	NUM
ital-10974	62	2	of	of	ADP
ital-10974	62	3	which	which	PRON
ital-10974	62	4	is	be	AUX
ital-10974	62	5	amazon	amazon	ADJ
ital-10974	62	6	’s	’s	PART
ital-10974	62	7	offerings	offering	NOUN
ital-10974	62	8	of	of	ADP
ital-10974	62	9	machine	machine	NOUN
ital-10974	62	10	learning	learning	NOUN
ital-10974	62	11	on	on	ADP
ital-10974	62	12	aws	aw	NOUN
ital-10974	62	13	(	(	PUNCT
ital-10974	62	14	amazon	amazon	NOUN
ital-10974	62	15	web	web	NOUN
ital-10974	62	16	services	service	NOUN
ital-10974	62	17	)	)	PUNCT
ital-10974	62	18	.	.	PUNCT
ital-10974	63	1	these	these	DET
ital-10974	63	2	services	service	NOUN
ital-10974	63	3	have	have	AUX
ital-10974	63	4	recently	recently	ADV
ital-10974	63	5	been	be	AUX
ital-10974	63	6	opened	open	VERB
ital-10974	63	7	up	up	ADP
ital-10974	63	8	for	for	ADP
ital-10974	63	9	a	a	DET
ital-10974	63	10	wider	wide	ADJ
ital-10974	63	11	audience	audience	NOUN
ital-10974	63	12	and	and	CCONJ
ital-10974	63	13	amazon	amazon	NOUN
ital-10974	63	14	is	be	AUX
ital-10974	63	15	now	now	ADV
ital-10974	63	16	offering	offer	VERB
ital-10974	63	17	everyone	everyone	PRON
ital-10974	63	18	the	the	DET
ital-10974	63	19	same	same	ADJ
ital-10974	63	20	online	online	ADJ
ital-10974	63	21	courses	course	NOUN
ital-10974	63	22	they	they	PRON
ital-10974	63	23	use	use	VERB
ital-10974	63	24	to	to	PART
ital-10974	63	25	train	train	VERB
ital-10974	63	26	their	their	PRON
ital-10974	63	27	own	own	ADJ
ital-10974	63	28	engineers.16	engineers.16	PROPN
ital-10974	63	29	the	the	DET
ital-10974	63	30	aws	aws	PROPN
ital-10974	63	31	ml	ml	PROPN
ital-10974	63	32	resources	resource	NOUN
ital-10974	63	33	are	be	AUX
ital-10974	63	34	currently	currently	ADV
ital-10974	63	35	behind	behind	ADP
ital-10974	63	36	paywalls	paywall	NOUN
ital-10974	63	37	but	but	CCONJ
ital-10974	63	38	access	access	NOUN
ital-10974	63	39	to	to	ADP
ital-10974	63	40	the	the	DET
ital-10974	63	41	training	training	NOUN
ital-10974	63	42	alone	alone	ADV
ital-10974	63	43	could	could	AUX
ital-10974	63	44	be	be	AUX
ital-10974	63	45	powerful	powerful	ADJ
ital-10974	63	46	for	for	ADP
ital-10974	63	47	the	the	DET
ital-10974	63	48	right	right	ADJ
ital-10974	63	49	learner	learner	NOUN
ital-10974	63	50	.	.	PUNCT
ital-10974	64	1	there	there	PRON
ital-10974	64	2	are	be	VERB
ital-10974	64	3	even	even	ADV
ital-10974	64	4	interesting	interesting	ADJ
ital-10974	64	5	developments	development	NOUN
ital-10974	64	6	for	for	ADP
ital-10974	64	7	younger	young	ADJ
ital-10974	64	8	learners	learner	NOUN
ital-10974	64	9	in	in	ADP
ital-10974	64	10	ai	ai	PROPN
ital-10974	64	11	with	with	ADP
ital-10974	64	12	robotics	robotic	NOUN
ital-10974	64	13	.	.	PUNCT
ital-10974	65	1	anki	anki	PROPN
ital-10974	65	2	(	(	PUNCT
ital-10974	65	3	www.anki.com	www.anki.com	X
ital-10974	65	4	)	)	PUNCT
ital-10974	65	5	is	be	AUX
ital-10974	65	6	a	a	DET
ital-10974	65	7	consumer	consumer	NOUN
ital-10974	65	8	robotics	robotic	NOUN
ital-10974	65	9	company	company	NOUN
ital-10974	65	10	that	that	PRON
ital-10974	65	11	uses	use	VERB
ital-10974	65	12	ai	ai	VERB
ital-10974	65	13	to	to	PART
ital-10974	65	14	enliven	enliven	VERB
ital-10974	65	15	its	its	PRON
ital-10974	65	16	products	product	NOUN
ital-10974	65	17	.	.	PUNCT
ital-10974	66	1	they	they	PRON
ital-10974	66	2	released	release	VERB
ital-10974	66	3	vector	vector	NOUN
ital-10974	66	4	in	in	ADP
ital-10974	66	5	2018	2018	NUM
ital-10974	66	6	:	:	PUNCT
ital-10974	66	7	a	a	DET
ital-10974	66	8	seemingly	seemingly	ADV
ital-10974	66	9	simple	simple	ADJ
ital-10974	66	10	toy	toy	NOUN
ital-10974	66	11	that	that	PRON
ital-10974	66	12	responds	respond	VERB
ital-10974	66	13	to	to	ADP
ital-10974	66	14	its	its	PRON
ital-10974	66	15	environment	environment	NOUN
ital-10974	66	16	and	and	CCONJ
ital-10974	66	17	simple	simple	ADJ
ital-10974	66	18	commands	command	NOUN
ital-10974	66	19	with	with	ADP
ital-10974	66	20	the	the	DET
ital-10974	66	21	aid	aid	NOUN
ital-10974	66	22	of	of	ADP
ital-10974	66	23	ai	ai	PROPN
ital-10974	66	24	.	.	PUNCT
ital-10974	67	1	with	with	ADP
ital-10974	67	2	the	the	DET
ital-10974	67	3	release	release	NOUN
ital-10974	67	4	of	of	ADP
ital-10974	67	5	their	their	PRON
ital-10974	67	6	software	software	NOUN
ital-10974	67	7	development	development	NOUN
ital-10974	67	8	kit	kit	NOUN
ital-10974	67	9	the	the	DET
ital-10974	67	10	company	company	NOUN
ital-10974	67	11	is	be	AUX
ital-10974	67	12	allowing	allow	VERB
ital-10974	67	13	others	other	NOUN
ital-10974	67	14	under	under	ADP
ital-10974	67	15	the	the	DET
ital-10974	67	16	hood	hood	NOUN
ital-10974	67	17	of	of	ADP
ital-10974	67	18	their	their	PRON
ital-10974	67	19	robots	robot	NOUN
ital-10974	67	20	-	-	PUNCT
ital-10974	67	21	which	which	PRON
ital-10974	67	22	potentially	potentially	ADV
ital-10974	67	23	means	mean	VERB
ital-10974	67	24	an	an	DET
ital-10974	67	25	entry	entry	NOUN
ital-10974	67	26	-	-	PUNCT
ital-10974	67	27	point	point	NOUN
ital-10974	67	28	for	for	ADP
ital-10974	67	29	autonomous	autonomous	ADJ
ital-10974	67	30	(	(	PUNCT
ital-10974	67	31	or	or	CCONJ
ital-10974	67	32	semi	semi	ADJ
ital-10974	67	33	-	-	ADJ
ital-10974	67	34	autonomous	autonomous	ADJ
ital-10974	67	35	)	)	PUNCT
ital-10974	67	36	robotic	robotic	ADJ
ital-10974	67	37	vehicle	vehicle	NOUN
ital-10974	67	38	technology	technology	NOUN
ital-10974	67	39	powered	power	VERB
ital-10974	67	40	by	by	ADP
ital-10974	67	41	ai	ai	PROPN
ital-10974	67	42	.	.	PUNCT
ital-10974	68	1	what	what	PRON
ital-10974	68	2	is	be	AUX
ital-10974	68	3	clear	clear	ADJ
ital-10974	68	4	is	be	AUX
ital-10974	68	5	that	that	SCONJ
ital-10974	68	6	the	the	DET
ital-10974	68	7	world	world	NOUN
ital-10974	68	8	of	of	ADP
ital-10974	68	9	ai	ai	PROPN
ital-10974	68	10	is	be	AUX
ital-10974	68	11	already	already	ADV
ital-10974	68	12	upon	upon	SCONJ
ital-10974	68	13	us	we	PRON
ital-10974	68	14	.	.	PUNCT
ital-10974	69	1	public	public	ADJ
ital-10974	69	2	libraries	library	NOUN
ital-10974	69	3	are	be	AUX
ital-10974	69	4	well	well	ADV
ital-10974	69	5	positioned	positioned	ADJ
ital-10974	69	6	to	to	PART
ital-10974	69	7	help	help	VERB
ital-10974	69	8	meet	meet	VERB
ital-10974	69	9	the	the	DET
ital-10974	69	10	challenge	challenge	NOUN
ital-10974	69	11	of	of	ADP
ital-10974	69	12	developing	develop	VERB
ital-10974	69	13	the	the	DET
ital-10974	69	14	workforce	workforce	NOUN
ital-10974	69	15	of	of	ADP
ital-10974	69	16	the	the	DET
ital-10974	69	17	nearand	nearand	NOUN
ital-10974	69	18	far	far	ADV
ital-10974	69	19	future	future	ADJ
ital-10974	69	20	with	with	ADP
ital-10974	69	21	ai	ai	AUX
ital-10974	69	22	classes	class	NOUN
ital-10974	69	23	being	be	AUX
ital-10974	69	24	a	a	DET
ital-10974	69	25	vital	vital	ADJ
ital-10974	69	26	tool	tool	NOUN
ital-10974	69	27	.	.	PUNCT
ital-10974	70	1	the	the	DET
ital-10974	70	2	doorway	doorway	NOUN
ital-10974	70	3	to	to	ADP
ital-10974	70	4	artificial	artificial	ADJ
ital-10974	70	5	intelligence	intelligence	NOUN
ital-10974	70	6	is	be	AUX
ital-10974	70	7	now	now	ADV
ital-10974	70	8	open	open	ADJ
ital-10974	70	9	,	,	PUNCT
ital-10974	70	10	the	the	DET
ital-10974	70	11	only	only	ADJ
ital-10974	70	12	question	question	NOUN
ital-10974	70	13	that	that	PRON
ital-10974	70	14	remains	remain	VERB
ital-10974	70	15	is	be	AUX
ital-10974	70	16	this	this	PRON
ital-10974	70	17	:	:	PUNCT
ital-10974	70	18	do	do	AUX
ital-10974	70	19	you	you	PRON
ital-10974	70	20	step	step	VERB
ital-10974	70	21	through	through	ADP
ital-10974	70	22	it	it	PRON
ital-10974	70	23	?	?	PUNCT
ital-10974	71	1	references	reference	NOUN
ital-10974	71	2	1	1	NUM
ital-10974	71	3	cade	cade	NOUN
ital-10974	71	4	metz	metz	VERB
ital-10974	71	5	,	,	PUNCT
ital-10974	71	6	“	"	PUNCT
ital-10974	71	7	google	google	PROPN
ital-10974	71	8	says	say	VERB
ital-10974	71	9	its	its	PRON
ital-10974	71	10	ai	ai	PROPN
ital-10974	71	11	catches	catch	NOUN
ital-10974	71	12	99.9	99.9	NUM
ital-10974	71	13	percent	percent	NOUN
ital-10974	71	14	of	of	ADP
ital-10974	71	15	gmail	gmail	NOUN
ital-10974	71	16	spam	spam	NOUN
ital-10974	71	17	,	,	PUNCT
ital-10974	71	18	”	"	PUNCT
ital-10974	71	19	wired	wire	VERB
ital-10974	71	20	.	.	PUNCT
ital-10974	72	1	july	july	PROPN
ital-10974	72	2	9	9	NUM
ital-10974	72	3	,	,	PUNCT
ital-10974	72	4	2015	2015	NUM
ital-10974	72	5	,	,	PUNCT
ital-10974	72	6	https://www.wired.com/2015/07/google-says-ai-catches-99-9-percent-gmail-spam/.	https://www.wired.com/2015/07/google-says-ai-catches-99-9-percent-gmail-spam/.	NOUN
ital-10974	72	7	2	2	NUM
ital-10974	72	8	jack	jack	PROPN
ital-10974	72	9	clark	clark	PROPN
ital-10974	72	10	,	,	PUNCT
ital-10974	72	11	“	"	PUNCT
ital-10974	72	12	google	google	PROPN
ital-10974	72	13	turning	turn	VERB
ital-10974	72	14	its	its	PRON
ital-10974	72	15	lucrative	lucrative	ADJ
ital-10974	72	16	web	web	NOUN
ital-10974	72	17	search	search	NOUN
ital-10974	72	18	over	over	ADP
ital-10974	72	19	to	to	ADP
ital-10974	72	20	ai	ai	PROPN
ital-10974	72	21	machines	machine	NOUN
ital-10974	72	22	,	,	PUNCT
ital-10974	72	23	”	"	PUNCT
ital-10974	72	24	bloomberg	bloomberg	NOUN
ital-10974	72	25	business	business	PROPN
ital-10974	72	26	,	,	PUNCT
ital-10974	72	27	october	october	PROPN
ital-10974	72	28	26	26	NUM
ital-10974	72	29	,	,	PUNCT
ital-10974	72	30	2015	2015	NUM
ital-10974	72	31	,	,	PUNCT
ital-10974	72	32	https://www.bloomberg.com/news/articles/2015-10-26/google-turningits-lucrative-web-search-over-to-ai-machines	https://www.bloomberg.com/news/articles/2015-10-26/google-turningits-lucrative-web-search-over-to-ai-machine	NOUN
ital-10974	72	33	.	.	PUNCT
ital-10974	73	1	3	3	NUM
ital-10974	73	2	rj	rj	PROPN
ital-10974	73	3	reinhart	reinhart	NOUN
ital-10974	73	4	,	,	PUNCT
ital-10974	73	5	“	"	PUNCT
ital-10974	73	6	most	most	ADJ
ital-10974	73	7	americans	americans	PROPN
ital-10974	73	8	already	already	ADV
ital-10974	73	9	using	use	VERB
ital-10974	73	10	artificial	artificial	ADJ
ital-10974	73	11	intelligence	intelligence	NOUN
ital-10974	73	12	products	product	NOUN
ital-10974	73	13	,	,	PUNCT
ital-10974	73	14	”	"	PUNCT
ital-10974	73	15	gallup	gallup	PROPN
ital-10974	73	16	,	,	PUNCT
ital-10974	73	17	march	march	PROPN
ital-10974	73	18	6	6	NUM
ital-10974	73	19	,	,	PUNCT
ital-10974	73	20	2018	2018	NUM
ital-10974	73	21	,	,	PUNCT
ital-10974	73	22	https://news.gallup.com/poll/228497/americans-already-using-artificial-intelligenceproducts.aspx	https://news.gallup.com/poll/228497/americans-already-using-artificial-intelligenceproducts.aspx	PROPN
ital-10974	73	23	.	.	PROPN
ital-10974	73	24	4	4	NUM
ital-10974	73	25	scot	scot	NOUN
ital-10974	73	26	petersen	petersen	NOUN
ital-10974	73	27	,	,	PUNCT
ital-10974	73	28	“	"	PUNCT
ital-10974	73	29	google	google	PROPN
ital-10974	73	30	joins	join	VERB
ital-10974	73	31	chorus	chorus	NOUN
ital-10974	73	32	of	of	ADP
ital-10974	73	33	cloud	cloud	NOUN
ital-10974	73	34	companies	company	NOUN
ital-10974	73	35	promising	promise	VERB
ital-10974	73	36	to	to	PART
ital-10974	73	37	democratize	democratize	VERB
ital-10974	73	38	ai	ai	VERB
ital-10974	73	39	,	,	PUNCT
ital-10974	73	40	”	"	PUNCT
ital-10974	73	41	eweek	eweek	NOUN
ital-10974	73	42	,	,	PUNCT
ital-10974	73	43	march	march	PROPN
ital-10974	73	44	10	10	NUM
ital-10974	73	45	,	,	PUNCT
ital-10974	73	46	2017	2017	NUM
ital-10974	73	47	,	,	PUNCT
ital-10974	73	48	ebscohost	ebscohost	VERB
ital-10974	73	49	academic	academic	ADJ
ital-10974	73	50	search	search	NOUN
ital-10974	73	51	complete	complete	ADJ
ital-10974	73	52	.	.	PUNCT
ital-10974	74	1	information	information	NOUN
ital-10974	74	2	technology	technology	NOUN
ital-10974	74	3	and	and	CCONJ
ital-10974	74	4	libraries	library	NOUN
ital-10974	74	5	|	|	NOUN
ital-10974	74	6	march	march	PROPN
ital-10974	74	7	2019	2019	NUM
ital-10974	74	8	13	13	NUM
ital-10974	74	9	5	5	NUM
ital-10974	74	10	“	"	PUNCT
ital-10974	74	11	artificial	artificial	ADJ
ital-10974	74	12	intelligence	intelligence	NOUN
ital-10974	74	13	,	,	PUNCT
ital-10974	74	14	n	n	PROPN
ital-10974	74	15	,	,	PUNCT
ital-10974	74	16	”	"	PUNCT
ital-10974	74	17	oed	oed	ADV
ital-10974	74	18	online	online	NOUN
ital-10974	74	19	,	,	PUNCT
ital-10974	74	20	december	december	PROPN
ital-10974	74	21	2018	2018	NUM
ital-10974	74	22	,	,	PUNCT
ital-10974	74	23	oxford	oxford	PROPN
ital-10974	74	24	university	university	PROPN
ital-10974	74	25	,	,	PUNCT
ital-10974	74	26	accessed	access	VERB
ital-10974	74	27	march	march	PROPN
ital-10974	74	28	1	1	NUM
ital-10974	74	29	,	,	PUNCT
ital-10974	74	30	2019	2019	NUM
ital-10974	74	31	.	.	PUNCT
ital-10974	75	1	6	6	NUM
ital-10974	75	2	bernard	bernard	PROPN
ital-10974	75	3	marr	marr	PROPN
ital-10974	75	4	,	,	PUNCT
ital-10974	75	5	“	"	PUNCT
ital-10974	75	6	what	what	PRON
ital-10974	75	7	is	be	AUX
ital-10974	75	8	the	the	DET
ital-10974	75	9	difference	difference	NOUN
ital-10974	75	10	between	between	ADP
ital-10974	75	11	artificial	artificial	ADJ
ital-10974	75	12	intelligence	intelligence	NOUN
ital-10974	75	13	and	and	CCONJ
ital-10974	75	14	machine	machine	NOUN
ital-10974	75	15	learning	learning	NOUN
ital-10974	75	16	?	?	PUNCT
ital-10974	75	17	,	,	PUNCT
ital-10974	75	18	”	"	PUNCT
ital-10974	75	19	forbes	forbe	NOUN
ital-10974	75	20	,	,	PUNCT
ital-10974	75	21	december	december	PROPN
ital-10974	75	22	6	6	NUM
ital-10974	75	23	,	,	PUNCT
ital-10974	75	24	2016	2016	NUM
ital-10974	75	25	,	,	PUNCT
ital-10974	75	26	https://www.forbes.com/sites/bernardmarr/2016/12/06/whatis-the-difference-between-artificial-intelligence-and-machine-learning/#6d40eeec2742	https://www.forbes.com/sites/bernardmarr/2016/12/06/whatis-the-difference-between-artificial-intelligence-and-machine-learning/#6d40eeec2742	PROPN
ital-10974	75	27	.	.	PROPN
ital-10974	75	28	7	7	NUM
ital-10974	75	29	lex	lex	PROPN
ital-10974	75	30	fridman	fridman	NOUN
ital-10974	75	31	,	,	PUNCT
ital-10974	75	32	“	"	PUNCT
ital-10974	75	33	juergen	juergen	NOUN
ital-10974	75	34	schmidhuber	schmidhuber	NOUN
ital-10974	75	35	:	:	PUNCT
ital-10974	75	36	godel	godel	NOUN
ital-10974	75	37	machines	machine	NOUN
ital-10974	75	38	,	,	PUNCT
ital-10974	75	39	meta	meta	NOUN
ital-10974	75	40	-	-	PUNCT
ital-10974	75	41	learning	learning	NOUN
ital-10974	75	42	,	,	PUNCT
ital-10974	75	43	and	and	CCONJ
ital-10974	75	44	lstms	lstms	ADJ
ital-10974	75	45	,	,	PUNCT
ital-10974	75	46	”	"	PUNCT
ital-10974	75	47	mit	mit	NOUN
ital-10974	75	48	ai	ai	PROPN
ital-10974	75	49	podcast	podcast	NOUN
ital-10974	75	50	,	,	PUNCT
ital-10974	75	51	december	december	PROPN
ital-10974	75	52	22	22	NUM
ital-10974	75	53	,	,	PUNCT
ital-10974	75	54	2018	2018	NUM
ital-10974	75	55	.	.	PUNCT
ital-10974	76	1	8	8	NUM
ital-10974	76	2	serdar	serdar	NOUN
ital-10974	76	3	yegulalp	yegulalp	PROPN
ital-10974	76	4	,	,	PUNCT
ital-10974	76	5	“	"	PUNCT
ital-10974	76	6	what	what	PRON
ital-10974	76	7	is	be	AUX
ital-10974	76	8	tensorflow	tensorflow	NOUN
ital-10974	76	9	?	?	PUNCT
ital-10974	77	1	the	the	DET
ital-10974	77	2	machine	machine	NOUN
ital-10974	77	3	learning	learning	NOUN
ital-10974	77	4	library	library	NOUN
ital-10974	77	5	explained	explain	VERB
ital-10974	77	6	,	,	PUNCT
ital-10974	77	7	”	"	PUNCT
ital-10974	77	8	infoworld	infoworld	NOUN
ital-10974	77	9	.	.	PUNCT
ital-10974	78	1	june	june	PROPN
ital-10974	78	2	6	6	NUM
ital-10974	78	3	,	,	PUNCT
ital-10974	78	4	2018	2018	NUM
ital-10974	78	5	,	,	PUNCT
ital-10974	78	6	https://www.infoworld.com/article/3278008/tensorflow/what-is-tensorflow-themachine-learning-library-explained.html	https://www.infoworld.com/article/3278008/tensorflow/what-is-tensorflow-themachine-learning-library-explained.html	PROPN
ital-10974	78	7	.	.	PROPN
ital-10974	78	8	9	9	NUM
ital-10974	78	9	frisco	frisco	PROPN
ital-10974	78	10	public	public	ADJ
ital-10974	78	11	library	library	PROPN
ital-10974	78	12	,	,	PUNCT
ital-10974	78	13	2019	2019	NUM
ital-10974	78	14	“	"	PUNCT
ital-10974	78	15	unpublished	unpublished	ADJ
ital-10974	78	16	maker	maker	NOUN
ital-10974	78	17	kit	kit	NOUN
ital-10974	78	18	statistics	statistic	NOUN
ital-10974	78	19	2016	2016	NUM
ital-10974	78	20	-	-	SYM
ital-10974	78	21	2019	2019	NUM
ital-10974	78	22	.	.	PUNCT
ital-10974	78	23	”	"	PUNCT
ital-10974	79	1	10	10	NUM
ital-10974	79	2	“	"	PUNCT
ital-10974	79	3	aiy	aiy	NOUN
ital-10974	79	4	projects	project	NOUN
ital-10974	79	5	:	:	PUNCT
ital-10974	79	6	voice	voice	NOUN
ital-10974	79	7	kit	kit	NOUN
ital-10974	79	8	,	,	PUNCT
ital-10974	79	9	”	"	PUNCT
ital-10974	79	10	google	google	PROPN
ital-10974	79	11	,	,	PUNCT
ital-10974	79	12	accessed	access	VERB
ital-10974	79	13	december	december	PROPN
ital-10974	79	14	15	15	NUM
ital-10974	79	15	,	,	PUNCT
ital-10974	79	16	2018	2018	NUM
ital-10974	79	17	,	,	PUNCT
ital-10974	79	18	https://aiyprojects.withgoogle.com/voice/.	https://aiyprojects.withgoogle.com/voice/.	PROPN
ital-10974	79	19	11	11	NUM
ital-10974	79	20	adam	adam	PROPN
ital-10974	79	21	lamprecht	lamprecht	PROPN
ital-10974	79	22	,	,	PUNCT
ital-10974	79	23	“	"	PUNCT
ital-10974	79	24	google	google	PROPN
ital-10974	79	25	aiy	aiy	PROPN
ital-10974	79	26	voice	voice	PROPN
ital-10974	79	27	box	box	NOUN
ital-10974	79	28	,	,	PUNCT
ital-10974	79	29	”	"	PUNCT
ital-10974	79	30	thingiverse	thingiverse	ADJ
ital-10974	79	31	,	,	PUNCT
ital-10974	79	32	accessed	access	VERB
ital-10974	79	33	february	february	PROPN
ital-10974	79	34	14	14	NUM
ital-10974	79	35	,	,	PUNCT
ital-10974	79	36	2019	2019	NUM
ital-10974	79	37	,	,	PUNCT
ital-10974	79	38	https://www.thingiverse.com/thing:3247685	https://www.thingiverse.com/thing:3247685	NOUN
ital-10974	79	39	.	.	PUNCT
ital-10974	80	1	12	12	NUM
ital-10974	80	2	elena	elena	NOUN
ital-10974	80	3	ruchko	ruchko	NOUN
ital-10974	80	4	,	,	PUNCT
ital-10974	80	5	“	"	PUNCT
ital-10974	80	6	why	why	SCONJ
ital-10974	80	7	learn	learn	VERB
ital-10974	80	8	python	python	NOUN
ital-10974	80	9	?	?	PUNCT
ital-10974	81	1	here	here	ADV
ital-10974	81	2	are	be	AUX
ital-10974	81	3	8	8	NUM
ital-10974	81	4	data	data	NOUN
ital-10974	81	5	-	-	PUNCT
ital-10974	81	6	driven	drive	VERB
ital-10974	81	7	reasons	reason	NOUN
ital-10974	81	8	,	,	PUNCT
ital-10974	81	9	”	"	PUNCT
ital-10974	81	10	dbader.org	dbader.org	PROPN
ital-10974	81	11	,	,	PUNCT
ital-10974	81	12	accessed	access	VERB
ital-10974	81	13	february	february	PROPN
ital-10974	81	14	14	14	NUM
ital-10974	81	15	,	,	PUNCT
ital-10974	81	16	2019	2019	NUM
ital-10974	81	17	,	,	PUNCT
ital-10974	81	18	https://dbader.org/blog/why-learn-python	https://dbader.org/blog/why-learn-python	PROPN
ital-10974	81	19	.	.	PUNCT
ital-10974	82	1	13	13	NUM
ital-10974	82	2	christina	christina	PROPN
ital-10974	82	3	cardoza	cardoza	PROPN
ital-10974	82	4	,	,	PUNCT
ital-10974	82	5	“	"	PUNCT
ital-10974	82	6	the	the	DET
ital-10974	82	7	python	python	PROPN
ital-10974	82	8	programming	programming	NOUN
ital-10974	82	9	language	language	NOUN
ital-10974	82	10	grows	grow	VERB
ital-10974	82	11	in	in	ADP
ital-10974	82	12	popularity	popularity	NOUN
ital-10974	82	13	,	,	PUNCT
ital-10974	82	14	”	"	PUNCT
ital-10974	82	15	sd	sd	NOUN
ital-10974	82	16	times	times	PROPN
ital-10974	82	17	,	,	PUNCT
ital-10974	82	18	june	june	PROPN
ital-10974	82	19	15	15	NUM
ital-10974	82	20	,	,	PUNCT
ital-10974	82	21	2017	2017	NUM
ital-10974	82	22	,	,	PUNCT
ital-10974	82	23	https://sdtimes.com/artificial-intelligence/python-programming-language-growspopularity/.	https://sdtimes.com/artificial-intelligence/python-programming-language-growspopularity/.	PROPN
ital-10974	82	24	14	14	NUM
ital-10974	82	25	yegulalp	yegulalp	NOUN
ital-10974	82	26	,	,	PUNCT
ital-10974	82	27	“	"	PUNCT
ital-10974	82	28	what	what	PRON
ital-10974	82	29	is	be	AUX
ital-10974	82	30	tensorflow	tensorflow	NOUN
ital-10974	82	31	?	?	PUNCT
ital-10974	83	1	the	the	DET
ital-10974	83	2	machine	machine	NOUN
ital-10974	83	3	learning	learning	NOUN
ital-10974	83	4	library	library	NOUN
ital-10974	83	5	explained	explain	VERB
ital-10974	83	6	.	.	PUNCT
ital-10974	83	7	”	"	PUNCT
ital-10974	84	1	15	15	NUM
ital-10974	84	2	adam	adam	PROPN
ital-10974	84	3	lamprecht	lamprecht	PROPN
ital-10974	84	4	,	,	PUNCT
ital-10974	84	5	email	email	NOUN
ital-10974	84	6	message	message	NOUN
ital-10974	84	7	to	to	ADP
ital-10974	84	8	the	the	DET
ital-10974	84	9	author	author	NOUN
ital-10974	84	10	,	,	PUNCT
ital-10974	84	11	february	february	PROPN
ital-10974	84	12	15	15	NUM
ital-10974	84	13	,	,	PUNCT
ital-10974	84	14	2019	2019	NUM
ital-10974	84	15	.	.	PUNCT
ital-10974	85	1	16	16	NUM
ital-10974	85	2	locklear	locklear	NOUN
ital-10974	85	3	mallory	mallory	NOUN
ital-10974	85	4	,	,	PUNCT
ital-10974	85	5	“	"	PUNCT
ital-10974	85	6	amazon	amazon	PROPN
ital-10974	85	7	opens	open	VERB
ital-10974	85	8	up	up	ADP
ital-10974	85	9	its	its	PRON
ital-10974	85	10	internal	internal	ADJ
ital-10974	85	11	machine	machine	NOUN
ital-10974	85	12	learning	learning	NOUN
ital-10974	85	13	training	training	NOUN
ital-10974	85	14	to	to	ADP
ital-10974	85	15	everyone	everyone	PRON
ital-10974	85	16	,	,	PUNCT
ital-10974	85	17	”	"	PUNCT
ital-10974	85	18	engadget	engadget	NOUN
ital-10974	85	19	,	,	PUNCT
ital-10974	85	20	november	november	PROPN
ital-10974	85	21	26	26	NUM
ital-10974	85	22	,	,	PUNCT
ital-10974	85	23	2018	2018	NUM
ital-10974	85	24	,	,	PUNCT
ital-10974	85	25	https://www.engadget.com/2018/11/26/amazon-opensinternal-machine-learning-training/.	https://www.engadget.com/2018/11/26/amazon-opensinternal-machine-learning-training/.	X