id	sid	tid	token	lemma	pos
amwa-349	1	1	v39	v39	PROPN
amwa-349	1	2	n2	n2	PROPN
amwa-349	1	3	/	/	SYM
amwa-349	1	4	2024	2024	NUM
amwa-349	1	5	©	©	PROPN
amwa-349	1	6	2024	2024	NUM
amwa-349	1	7	american	american	PROPN
amwa-349	1	8	medical	medical	PROPN
amwa-349	1	9	writers	writers	PROPN
amwa-349	1	10	association	association	PROPN
amwa-349	1	11	.	.	PUNCT
amwa-349	2	1	all	all	DET
amwa-349	2	2	rights	right	NOUN
amwa-349	2	3	reserved	reserve	VERB
amwa-349	2	4	.	.	PUNCT
amwa-349	3	1	issn	issn	PROPN
amwa-349	3	2	2163	2163	NUM
amwa-349	3	3	-	-	SYM
amwa-349	3	4	5315	5315	NUM
amwa-349	3	5	amwajournal.org	amwajournal.org	PRON
amwa-349	3	6	11	11	NUM
amwa-349	3	7	theme	theme	NOUN
amwa-349	3	8	article	article	NOUN
amwa-349	3	9	abstract	abstract	VERB
amwa-349	3	10	the	the	DET
amwa-349	3	11	capability	capability	NOUN
amwa-349	3	12	of	of	ADP
amwa-349	3	13	artificial	artificial	ADJ
amwa-349	3	14	intelligence	intelligence	NOUN
amwa-349	3	15	(	(	PUNCT
amwa-349	3	16	ai	ai	AUX
amwa-349	3	17	)	)	PUNCT
amwa-349	3	18	is	be	AUX
amwa-349	3	19	rapidly	rapidly	ADV
amwa-349	3	20	increasing	increase	VERB
amwa-349	3	21	and	and	CCONJ
amwa-349	3	22	is	be	AUX
amwa-349	3	23	now	now	ADV
amwa-349	3	24	sitting	sit	VERB
amwa-349	3	25	on	on	ADP
amwa-349	3	26	the	the	DET
amwa-349	3	27	threshold	threshold	NOUN
amwa-349	3	28	of	of	ADP
amwa-349	3	29	the	the	DET
amwa-349	3	30	medical	medical	ADJ
amwa-349	3	31	writing	writing	NOUN
amwa-349	3	32	field	field	NOUN
amwa-349	3	33	.	.	PUNCT
amwa-349	4	1	this	this	DET
amwa-349	4	2	article	article	NOUN
amwa-349	4	3	presents	present	VERB
amwa-349	4	4	an	an	DET
amwa-349	4	5	ai	ai	NOUN
amwa-349	4	6	integration	integration	NOUN
amwa-349	4	7	framework	framework	NOUN
amwa-349	4	8	that	that	PRON
amwa-349	4	9	breaks	break	VERB
amwa-349	4	10	down	down	ADP
amwa-349	4	11	adoption	adoption	NOUN
amwa-349	4	12	of	of	ADP
amwa-349	4	13	this	this	DET
amwa-349	4	14	new	new	ADJ
amwa-349	4	15	technology	technology	NOUN
amwa-349	4	16	into	into	ADP
amwa-349	4	17	manageable	manageable	ADJ
amwa-349	4	18	steps	step	NOUN
amwa-349	4	19	that	that	PRON
amwa-349	4	20	ensure	ensure	VERB
amwa-349	4	21	an	an	DET
amwa-349	4	22	informed	informed	ADJ
amwa-349	4	23	and	and	CCONJ
amwa-349	4	24	thorough	thorough	ADJ
amwa-349	4	25	approach	approach	NOUN
amwa-349	4	26	.	.	PUNCT
amwa-349	5	1	using	use	VERB
amwa-349	5	2	this	this	DET
amwa-349	5	3	framework	framework	NOUN
amwa-349	5	4	,	,	PUNCT
amwa-349	5	5	individuals	individual	NOUN
amwa-349	5	6	and	and	CCONJ
amwa-349	5	7	corporations	corporation	NOUN
amwa-349	5	8	can	can	AUX
amwa-349	5	9	leverage	leverage	VERB
amwa-349	5	10	the	the	DET
amwa-349	5	11	benefits	benefit	NOUN
amwa-349	5	12	of	of	ADP
amwa-349	5	13	this	this	DET
amwa-349	5	14	evolving	evolve	VERB
amwa-349	5	15	technology	technology	NOUN
amwa-349	5	16	while	while	SCONJ
amwa-349	5	17	minimizing	minimize	VERB
amwa-349	5	18	risks	risk	NOUN
amwa-349	5	19	.	.	PUNCT
amwa-349	6	1	the	the	DET
amwa-349	6	2	first	first	ADJ
amwa-349	6	3	step	step	NOUN
amwa-349	6	4	,	,	PUNCT
amwa-349	6	5	ai	ai	VERB
amwa-349	6	6	literacy	literacy	NOUN
amwa-349	6	7	,	,	PUNCT
amwa-349	6	8	provides	provide	VERB
amwa-349	6	9	a	a	DET
amwa-349	6	10	foundation	foundation	NOUN
amwa-349	6	11	for	for	ADP
amwa-349	6	12	informed	informed	ADJ
amwa-349	6	13	decision	decision	NOUN
amwa-349	6	14	making	making	NOUN
amwa-349	6	15	and	and	CCONJ
amwa-349	6	16	appropriate	appropriate	ADJ
amwa-349	6	17	expectations	expectation	NOUN
amwa-349	6	18	for	for	ADP
amwa-349	6	19	ai	ai	ADJ
amwa-349	6	20	capabilities	capability	NOUN
amwa-349	6	21	.	.	PUNCT
amwa-349	7	1	this	this	DET
amwa-349	7	2	knowledge	knowledge	NOUN
amwa-349	7	3	inspires	inspire	VERB
amwa-349	7	4	creative	creative	ADJ
amwa-349	7	5	exploration	exploration	NOUN
amwa-349	7	6	of	of	ADP
amwa-349	7	7	which	which	PRON
amwa-349	7	8	use	use	VERB
amwa-349	7	9	cases	case	NOUN
amwa-349	7	10	would	would	AUX
amwa-349	7	11	be	be	AUX
amwa-349	7	12	a	a	DET
amwa-349	7	13	suitable	suitable	ADJ
amwa-349	7	14	application	application	NOUN
amwa-349	7	15	of	of	ADP
amwa-349	7	16	ai	ai	ADJ
amwa-349	7	17	tools	tool	NOUN
amwa-349	7	18	.	.	PUNCT
amwa-349	8	1	once	once	SCONJ
amwa-349	8	2	the	the	DET
amwa-349	8	3	scope	scope	NOUN
amwa-349	8	4	of	of	ADP
amwa-349	8	5	potential	potential	ADJ
amwa-349	8	6	uses	use	NOUN
amwa-349	8	7	is	be	AUX
amwa-349	8	8	defined	define	VERB
amwa-349	8	9	,	,	PUNCT
amwa-349	8	10	risks	risk	NOUN
amwa-349	8	11	can	can	AUX
amwa-349	8	12	be	be	AUX
amwa-349	8	13	assessed	assess	VERB
amwa-349	8	14	,	,	PUNCT
amwa-349	8	15	including	include	VERB
amwa-349	8	16	incorrect	incorrect	ADJ
amwa-349	8	17	content	content	NOUN
amwa-349	8	18	generation	generation	NOUN
amwa-349	8	19	,	,	PUNCT
amwa-349	8	20	data	datum	NOUN
amwa-349	8	21	leakage	leakage	NOUN
amwa-349	8	22	,	,	PUNCT
amwa-349	8	23	and	and	CCONJ
amwa-349	8	24	bias	bias	NOUN
amwa-349	8	25	.	.	PUNCT
amwa-349	9	1	ai	ai	VERB
amwa-349	9	2	tools	tool	NOUN
amwa-349	9	3	can	can	AUX
amwa-349	9	4	then	then	ADV
amwa-349	9	5	be	be	AUX
amwa-349	9	6	evaluated	evaluate	VERB
amwa-349	9	7	to	to	PART
amwa-349	9	8	find	find	VERB
amwa-349	9	9	tools	tool	NOUN
amwa-349	9	10	that	that	PRON
amwa-349	9	11	can	can	AUX
amwa-349	9	12	both	both	PRON
amwa-349	9	13	satisfy	satisfy	VERB
amwa-349	9	14	the	the	DET
amwa-349	9	15	use	use	NOUN
amwa-349	9	16	cases	case	NOUN
amwa-349	9	17	and	and	CCONJ
amwa-349	9	18	mitigate	mitigate	VERB
amwa-349	9	19	critical	critical	ADJ
amwa-349	9	20	threats	threat	NOUN
amwa-349	9	21	.	.	PUNCT
amwa-349	10	1	the	the	DET
amwa-349	10	2	final	final	ADJ
amwa-349	10	3	step	step	NOUN
amwa-349	10	4	is	be	AUX
amwa-349	10	5	to	to	PART
amwa-349	10	6	integrate	integrate	VERB
amwa-349	10	7	the	the	DET
amwa-349	10	8	tools	tool	NOUN
amwa-349	10	9	transparently	transparently	ADV
amwa-349	10	10	with	with	ADP
amwa-349	10	11	appropriate	appropriate	ADJ
amwa-349	10	12	guardrails	guardrail	NOUN
amwa-349	10	13	.	.	PUNCT
amwa-349	11	1	then	then	ADV
amwa-349	11	2	the	the	DET
amwa-349	11	3	cycle	cycle	NOUN
amwa-349	11	4	begins	begin	VERB
amwa-349	11	5	again	again	ADV
amwa-349	11	6	as	as	SCONJ
amwa-349	11	7	ai	ai	PRON
amwa-349	11	8	technology	technology	NOUN
amwa-349	11	9	evolves	evolve	NOUN
amwa-349	11	10	and	and	CCONJ
amwa-349	11	11	new	new	ADJ
amwa-349	11	12	applications	application	NOUN
amwa-349	11	13	become	become	VERB
amwa-349	11	14	possible	possible	ADJ
amwa-349	11	15	.	.	PUNCT
amwa-349	12	1	as	as	SCONJ
amwa-349	12	2	medical	medical	ADJ
amwa-349	12	3	writers	writer	NOUN
amwa-349	12	4	are	be	AUX
amwa-349	12	5	ushered	usher	VERB
amwa-349	12	6	further	far	ADV
amwa-349	12	7	into	into	ADP
amwa-349	12	8	the	the	DET
amwa-349	12	9	ai	ai	ADJ
amwa-349	12	10	era	era	NOUN
amwa-349	12	11	,	,	PUNCT
amwa-349	12	12	clear	clear	ADJ
amwa-349	12	13	and	and	CCONJ
amwa-349	12	14	consistent	consistent	ADJ
amwa-349	12	15	advocacy	advocacy	NOUN
amwa-349	12	16	for	for	ADP
amwa-349	12	17	a	a	DET
amwa-349	12	18	synergy	synergy	NOUN
amwa-349	12	19	point	point	NOUN
amwa-349	12	20	between	between	ADP
amwa-349	12	21	the	the	DET
amwa-349	12	22	efficiency	efficiency	NOUN
amwa-349	12	23	of	of	ADP
amwa-349	12	24	ai	ai	NOUN
amwa-349	12	25	and	and	CCONJ
amwa-349	12	26	the	the	DET
amwa-349	12	27	experience	experience	NOUN
amwa-349	12	28	,	,	PUNCT
amwa-349	12	29	ability	ability	NOUN
amwa-349	12	30	,	,	PUNCT
amwa-349	12	31	and	and	CCONJ
amwa-349	12	32	humanity	humanity	NOUN
amwa-349	12	33	of	of	ADP
amwa-349	12	34	a	a	DET
amwa-349	12	35	medical	medical	ADJ
amwa-349	12	36	writer	writer	NOUN
amwa-349	12	37	will	will	AUX
amwa-349	12	38	maximize	maximize	VERB
amwa-349	12	39	the	the	DET
amwa-349	12	40	impact	impact	NOUN
amwa-349	12	41	of	of	ADP
amwa-349	12	42	these	these	DET
amwa-349	12	43	innovative	innovative	ADJ
amwa-349	12	44	models	model	NOUN
amwa-349	12	45	.	.	PUNCT
amwa-349	13	1	the	the	DET
amwa-349	13	2	introduction	introduction	NOUN
amwa-349	13	3	of	of	ADP
amwa-349	13	4	publicly	publicly	ADV
amwa-349	13	5	available	available	ADJ
amwa-349	13	6	generative	generative	ADJ
amwa-349	13	7	artificial	artificial	ADJ
amwa-349	13	8	intelligence	intelligence	NOUN
amwa-349	13	9	(	(	PUNCT
amwa-349	13	10	ai	ai	NOUN
amwa-349	13	11	)	)	PUNCT
amwa-349	13	12	tools	tool	NOUN
amwa-349	13	13	has	have	AUX
amwa-349	13	14	marked	mark	VERB
amwa-349	13	15	a	a	DET
amwa-349	13	16	significant	significant	ADJ
amwa-349	13	17	turning	turning	NOUN
amwa-349	13	18	point	point	NOUN
amwa-349	13	19	in	in	ADP
amwa-349	13	20	integrating	integrate	VERB
amwa-349	13	21	ai	ai	VERB
amwa-349	13	22	into	into	ADP
amwa-349	13	23	medical	medical	ADJ
amwa-349	13	24	communication	communication	NOUN
amwa-349	13	25	.	.	PUNCT
amwa-349	14	1	mass	mass	ADJ
amwa-349	14	2	-	-	PUNCT
amwa-349	14	3	market	market	NOUN
amwa-349	14	4	releases	release	NOUN
amwa-349	14	5	of	of	ADP
amwa-349	14	6	this	this	DET
amwa-349	14	7	new	new	ADJ
amwa-349	14	8	technology	technology	NOUN
amwa-349	14	9	started	start	VERB
amwa-349	14	10	with	with	ADP
amwa-349	14	11	the	the	DET
amwa-349	14	12	launch	launch	NOUN
amwa-349	14	13	of	of	ADP
amwa-349	14	14	chatgpt	chatgpt	NOUN
amwa-349	14	15	by	by	ADP
amwa-349	14	16	openai	openai	NOUN
amwa-349	14	17	in	in	ADP
amwa-349	14	18	november	november	PROPN
amwa-349	14	19	2022,1	2022,1	NUM
amwa-349	14	20	which	which	PRON
amwa-349	14	21	was	be	AUX
amwa-349	14	22	quickly	quickly	ADV
amwa-349	14	23	followed	follow	VERB
amwa-349	14	24	by	by	ADP
amwa-349	14	25	other	other	ADJ
amwa-349	14	26	significant	significant	ADJ
amwa-349	14	27	large	large	ADJ
amwa-349	14	28	language	language	NOUN
amwa-349	14	29	model	model	NOUN
amwa-349	14	30	(	(	PUNCT
amwa-349	14	31	llm	llm	NOUN
amwa-349	14	32	)	)	PUNCT
amwa-349	14	33	chatbots	chatbot	NOUN
amwa-349	14	34	like	like	ADP
amwa-349	14	35	claude	claude	NOUN
amwa-349	14	36	by	by	ADP
amwa-349	14	37	anthropic	anthropic	NOUN
amwa-349	14	38	and	and	CCONJ
amwa-349	14	39	bard	bard	ADJ
amwa-349	14	40	by	by	ADP
amwa-349	14	41	google	google	PROPN
amwa-349	14	42	.	.	PUNCT
amwa-349	15	1	generative	generative	PROPN
amwa-349	15	2	ai	ai	AUX
amwa-349	15	3	demonstrated	demonstrate	VERB
amwa-349	15	4	remarkable	remarkable	ADJ
amwa-349	15	5	reasoning	reasoning	NOUN
amwa-349	15	6	capabilities	capability	NOUN
amwa-349	15	7	that	that	PRON
amwa-349	15	8	previously	previously	ADV
amwa-349	15	9	required	require	VERB
amwa-349	15	10	human	human	ADJ
amwa-349	15	11	medical	medical	ADJ
amwa-349	15	12	writing	writing	NOUN
amwa-349	15	13	expertise	expertise	NOUN
amwa-349	15	14	such	such	ADJ
amwa-349	15	15	as	as	ADP
amwa-349	15	16	turning	turn	VERB
amwa-349	15	17	an	an	DET
amwa-349	15	18	unformatted	unformatted	ADJ
amwa-349	15	19	data	data	NOUN
amwa-349	15	20	table	table	NOUN
amwa-349	15	21	into	into	ADP
amwa-349	15	22	a	a	DET
amwa-349	15	23	summary	summary	NOUN
amwa-349	15	24	paragraph	paragraph	NOUN
amwa-349	15	25	that	that	PRON
amwa-349	15	26	includes	include	VERB
amwa-349	15	27	correct	correct	ADJ
amwa-349	15	28	comparisons	comparison	NOUN
amwa-349	15	29	between	between	ADP
amwa-349	15	30	groups	group	NOUN
amwa-349	15	31	.	.	PUNCT
amwa-349	16	1	an	an	DET
amwa-349	16	2	upgrade	upgrade	NOUN
amwa-349	16	3	to	to	ADP
amwa-349	16	4	gpt-4	gpt-4	VERB
amwa-349	16	5	in	in	ADP
amwa-349	16	6	late	late	ADJ
amwa-349	16	7	20232	20232	NUM
amwa-349	16	8	was	be	AUX
amwa-349	16	9	the	the	DET
amwa-349	16	10	first	first	ADJ
amwa-349	16	11	of	of	ADP
amwa-349	16	12	a	a	DET
amwa-349	16	13	wave	wave	NOUN
amwa-349	16	14	of	of	ADP
amwa-349	16	15	large	large	ADJ
amwa-349	16	16	multimodal	multimodal	NOUN
amwa-349	16	17	models	model	NOUN
amwa-349	16	18	(	(	PUNCT
amwa-349	16	19	lmms	lmms	NOUN
amwa-349	16	20	)	)	PUNCT
amwa-349	16	21	that	that	PRON
amwa-349	16	22	could	could	AUX
amwa-349	16	23	process	process	VERB
amwa-349	16	24	and	and	CCONJ
amwa-349	16	25	produce	produce	VERB
amwa-349	16	26	images	image	NOUN
amwa-349	16	27	and	and	CCONJ
amwa-349	16	28	audio	audio	NOUN
amwa-349	16	29	in	in	ADP
amwa-349	16	30	addition	addition	NOUN
amwa-349	16	31	to	to	ADP
amwa-349	16	32	text	text	NOUN
amwa-349	16	33	.	.	PUNCT
amwa-349	17	1	this	this	DET
amwa-349	17	2	period	period	NOUN
amwa-349	17	3	of	of	ADP
amwa-349	17	4	technological	technological	ADJ
amwa-349	17	5	novelty	novelty	NOUN
amwa-349	17	6	brings	bring	VERB
amwa-349	17	7	with	with	ADP
amwa-349	17	8	it	it	PRON
amwa-349	17	9	a	a	DET
amwa-349	17	10	wave	wave	NOUN
amwa-349	17	11	of	of	ADP
amwa-349	17	12	ai	ai	PRON
amwa-349	17	13	anxiety	anxiety	NOUN
amwa-349	17	14	among	among	ADP
amwa-349	17	15	professionals	professional	NOUN
amwa-349	17	16	,	,	PUNCT
amwa-349	17	17	stemming	stem	VERB
amwa-349	17	18	from	from	ADP
amwa-349	17	19	fears	fear	NOUN
amwa-349	17	20	of	of	ADP
amwa-349	17	21	job	job	NOUN
amwa-349	17	22	displacement	displacement	NOUN
amwa-349	17	23	and	and	CCONJ
amwa-349	17	24	the	the	DET
amwa-349	17	25	reluctance	reluctance	NOUN
amwa-349	17	26	to	to	PART
amwa-349	17	27	adapt	adapt	VERB
amwa-349	17	28	to	to	ADP
amwa-349	17	29	changes	change	NOUN
amwa-349	17	30	ai	ai	VERB
amwa-349	17	31	could	could	AUX
amwa-349	17	32	bring	bring	VERB
amwa-349	17	33	to	to	ADP
amwa-349	17	34	our	our	PRON
amwa-349	17	35	daily	daily	ADJ
amwa-349	17	36	work	work	NOUN
amwa-349	17	37	.	.	PUNCT
amwa-349	18	1	our	our	PRON
amwa-349	18	2	psychological	psychological	ADJ
amwa-349	18	3	response	response	NOUN
amwa-349	18	4	to	to	ADP
amwa-349	18	5	dramatic	dramatic	ADJ
amwa-349	18	6	change	change	NOUN
amwa-349	18	7	mimics	mimic	VERB
amwa-349	18	8	the	the	DET
amwa-349	18	9	stages	stage	NOUN
amwa-349	18	10	of	of	ADP
amwa-349	18	11	grief	grief	NOUN
amwa-349	18	12	;	;	PUNCT
amwa-349	18	13	we	we	PRON
amwa-349	18	14	start	start	VERB
amwa-349	18	15	with	with	ADP
amwa-349	18	16	shock	shock	NOUN
amwa-349	18	17	,	,	PUNCT
amwa-349	18	18	denial	denial	NOUN
amwa-349	18	19	,	,	PUNCT
amwa-349	18	20	and	and	CCONJ
amwa-349	18	21	anger	anger	NOUN
amwa-349	18	22	,	,	PUNCT
amwa-349	18	23	then	then	ADV
amwa-349	18	24	progress	progress	VERB
amwa-349	18	25	to	to	ADP
amwa-349	18	26	depression	depression	NOUN
amwa-349	18	27	due	due	ADP
amwa-349	18	28	to	to	ADP
amwa-349	18	29	feelings	feeling	NOUN
amwa-349	18	30	of	of	ADP
amwa-349	18	31	overwhelm	overwhelm	NOUN
amwa-349	18	32	and	and	CCONJ
amwa-349	18	33	inadequacy	inadequacy	NOUN
amwa-349	18	34	.	.	PUNCT
amwa-349	19	1	despite	despite	SCONJ
amwa-349	19	2	these	these	DET
amwa-349	19	3	concerns	concern	NOUN
amwa-349	19	4	,	,	PUNCT
amwa-349	19	5	it	it	PRON
amwa-349	19	6	's	be	AUX
amwa-349	19	7	crucial	crucial	ADJ
amwa-349	19	8	to	to	PART
amwa-349	19	9	recognize	recognize	VERB
amwa-349	19	10	the	the	DET
amwa-349	19	11	potential	potential	NOUN
amwa-349	19	12	of	of	ADP
amwa-349	19	13	ai	ai	VERB
amwa-349	19	14	to	to	PART
amwa-349	19	15	optimize	optimize	VERB
amwa-349	19	16	drug	drug	NOUN
amwa-349	19	17	development	development	NOUN
amwa-349	19	18	processes	process	NOUN
amwa-349	19	19	,	,	PUNCT
amwa-349	19	20	reducing	reduce	VERB
amwa-349	19	21	the	the	DET
amwa-349	19	22	time	time	NOUN
amwa-349	19	23	and	and	CCONJ
amwa-349	19	24	expense	expense	NOUN
amwa-349	19	25	of	of	ADP
amwa-349	19	26	bringing	bring	VERB
amwa-349	19	27	new	new	ADJ
amwa-349	19	28	drugs	drug	NOUN
amwa-349	19	29	to	to	ADP
amwa-349	19	30	patients	patient	NOUN
amwa-349	19	31	.	.	PUNCT
amwa-349	20	1	exponential	exponential	ADJ
amwa-349	20	2	growth	growth	NOUN
amwa-349	20	3	in	in	ADP
amwa-349	20	4	the	the	DET
amwa-349	20	5	number	number	NOUN
amwa-349	20	6	of	of	ADP
amwa-349	20	7	ai	ai	ADJ
amwa-349	20	8	-	-	PUNCT
amwa-349	20	9	enabled	enable	VERB
amwa-349	20	10	drugs	drug	NOUN
amwa-349	20	11	and	and	CCONJ
amwa-349	20	12	devices	device	NOUN
amwa-349	20	13	may	may	AUX
amwa-349	20	14	make	make	VERB
amwa-349	20	15	it	it	PRON
amwa-349	20	16	necessary	necessary	ADJ
amwa-349	20	17	for	for	SCONJ
amwa-349	20	18	medical	medical	ADJ
amwa-349	20	19	writers	writer	NOUN
amwa-349	20	20	to	to	PART
amwa-349	20	21	adopt	adopt	VERB
amwa-349	20	22	generative	generative	ADJ
amwa-349	20	23	ai	ai	NOUN
amwa-349	20	24	tools	tool	NOUN
amwa-349	20	25	to	to	PART
amwa-349	20	26	keep	keep	VERB
amwa-349	20	27	up	up	ADP
amwa-349	20	28	with	with	ADP
amwa-349	20	29	the	the	DET
amwa-349	20	30	workload	workload	NOUN
amwa-349	20	31	and	and	CCONJ
amwa-349	20	32	do	do	VERB
amwa-349	20	33	our	our	PRON
amwa-349	20	34	part	part	NOUN
amwa-349	20	35	to	to	PART
amwa-349	20	36	bring	bring	VERB
amwa-349	20	37	treatments	treatment	NOUN
amwa-349	20	38	to	to	ADP
amwa-349	20	39	patients	patient	NOUN
amwa-349	20	40	faster	fast	ADV
amwa-349	20	41	.	.	PUNCT
amwa-349	21	1	this	this	DET
amwa-349	21	2	hope	hope	NOUN
amwa-349	21	3	for	for	ADP
amwa-349	21	4	the	the	DET
amwa-349	21	5	future	future	NOUN
amwa-349	21	6	can	can	AUX
amwa-349	21	7	bring	bring	VERB
amwa-349	21	8	us	we	PRON
amwa-349	21	9	to	to	ADP
amwa-349	21	10	the	the	DET
amwa-349	21	11	upside	upside	NOUN
amwa-349	21	12	of	of	ADP
amwa-349	21	13	the	the	DET
amwa-349	21	14	grief	grief	NOUN
amwa-349	21	15	response	response	NOUN
amwa-349	21	16	curve	curve	NOUN
amwa-349	21	17	,	,	PUNCT
amwa-349	21	18	inspiring	inspire	VERB
amwa-349	21	19	us	we	PRON
amwa-349	21	20	to	to	PART
amwa-349	21	21	experiment	experiment	VERB
amwa-349	21	22	with	with	ADP
amwa-349	21	23	ai	ai	PROPN
amwa-349	21	24	tools	tool	NOUN
amwa-349	21	25	,	,	PUNCT
amwa-349	21	26	increase	increase	VERB
amwa-349	21	27	our	our	PRON
amwa-349	21	28	ai	ai	ADJ
amwa-349	21	29	literacy	literacy	NOUN
amwa-349	21	30	,	,	PUNCT
amwa-349	21	31	and	and	CCONJ
amwa-349	21	32	eventually	eventually	ADV
amwa-349	21	33	integrate	integrate	VERB
amwa-349	21	34	ai	ai	VERB
amwa-349	21	35	into	into	ADP
amwa-349	21	36	our	our	PRON
amwa-349	21	37	work	work	NOUN
amwa-349	21	38	.	.	PUNCT
amwa-349	22	1	in	in	ADP
amwa-349	22	2	the	the	DET
amwa-349	22	3	“	"	PUNCT
amwa-349	22	4	take	take	VERB
amwa-349	22	5	the	the	DET
amwa-349	22	6	leap	leap	NOUN
amwa-349	22	7	!	!	PUNCT
amwa-349	23	1	steps	step	NOUN
amwa-349	23	2	to	to	PART
amwa-349	23	3	integrate	integrate	VERB
amwa-349	23	4	ai	ai	VERB
amwa-349	23	5	into	into	ADP
amwa-349	23	6	your	your	PRON
amwa-349	23	7	work	work	NOUN
amwa-349	23	8	”	"	PUNCT
amwa-349	23	9	presentation	presentation	NOUN
amwa-349	23	10	at	at	ADP
amwa-349	23	11	amwa	amwa	PROPN
amwa-349	23	12	’s	’s	PART
amwa-349	23	13	2023	2023	NUM
amwa-349	23	14	medical	medical	ADJ
amwa-349	23	15	writing	writing	NOUN
amwa-349	23	16	and	and	CCONJ
amwa-349	23	17	jenni	jenni	PROPN
amwa-349	23	18	pickett	pickett	PROPN
amwa-349	23	19	,	,	PUNCT
amwa-349	23	20	phd,1	phd,1	PROPN
amwa-349	23	21	and	and	CCONJ
amwa-349	23	22	mandy	mandy	PROPN
amwa-349	23	23	pennington	pennington	PROPN
amwa-349	23	24	,	,	PUNCT
amwa-349	23	25	bs	bs	NOUN
amwa-349	23	26	,	,	PUNCT
amwa-349	23	27	mwc2	mwc2	NOUN
amwa-349	23	28	/	/	SYM
amwa-349	23	29	1whitsell	1whitsell	NUM
amwa-349	23	30	innovations	innovation	NOUN
amwa-349	23	31	,	,	PUNCT
amwa-349	23	32	inc	inc	PROPN
amwa-349	23	33	,	,	PUNCT
amwa-349	23	34	chapel	chapel	NOUN
amwa-349	23	35	hill	hill	PROPN
amwa-349	23	36	,	,	PUNCT
amwa-349	23	37	nc	nc	PROPN
amwa-349	23	38	;	;	PUNCT
amwa-349	23	39	2freelance	2freelance	NUM
amwa-349	23	40	medical	medical	ADJ
amwa-349	23	41	editor	editor	NOUN
amwa-349	23	42	,	,	PUNCT
amwa-349	23	43	downingtown	downingtown	PROPN
amwa-349	23	44	,	,	PUNCT
amwa-349	23	45	pa	pa	PROPN
amwa-349	23	46	take	take	VERB
amwa-349	23	47	the	the	DET
amwa-349	23	48	leap	leap	NOUN
amwa-349	23	49	!	!	PUNCT
amwa-349	24	1	steps	step	NOUN
amwa-349	24	2	to	to	PART
amwa-349	24	3	integrate	integrate	VERB
amwa-349	24	4	ai	ai	VERB
amwa-349	24	5	into	into	ADP
amwa-349	24	6	your	your	PRON
amwa-349	24	7	work	work	NOUN
amwa-349	24	8	figure	figure	NOUN
amwa-349	24	9	1	1	NUM
amwa-349	24	10	.	.	PUNCT
amwa-349	25	1	ai	ai	VERB
amwa-349	25	2	integration	integration	NOUN
amwa-349	25	3	framework	framework	NOUN
amwa-349	25	4	.	.	PUNCT
amwa-349	26	1	ai	ai	VERB
amwa-349	26	2	,	,	PUNCT
amwa-349	26	3	artificial	artificial	ADJ
amwa-349	26	4	intelligence	intelligence	NOUN
amwa-349	26	5	.	.	PUNCT
amwa-349	27	1	ai	ai	VERB
amwa-349	27	2	literacy	literacy	NOUN
amwa-349	27	3	consider	consider	VERB
amwa-349	27	4	ai	ai	VERB
amwa-349	27	5	use	use	NOUN
amwa-349	27	6	case(s	case(s	NOUN
amwa-349	27	7	)	)	PUNCT
amwa-349	27	8	ai	ai	VERB
amwa-349	27	9	risk	risk	NOUN
amwa-349	27	10	assessment	assessment	NOUN
amwa-349	27	11	ai	ai	PROPN
amwa-349	27	12	tool	tool	NOUN
amwa-349	27	13	evaluation	evaluation	NOUN
amwa-349	27	14	ai	ai	VERB
amwa-349	27	15	implementation	implementation	NOUN
amwa-349	27	16	and	and	CCONJ
amwa-349	27	17	risk	risk	NOUN
amwa-349	27	18	management	management	NOUN
amwa-349	27	19	http://www.amwajournal.org	http://www.amwajournal.org	PUNCT
amwa-349	27	20	amwajournal.org	amwajournal.org	X
amwa-349	27	21	12take	12take	NUM
amwa-349	28	1	the	the	DET
amwa-349	28	2	leap	leap	NOUN
amwa-349	28	3	!	!	PUNCT
amwa-349	29	1	steps	step	NOUN
amwa-349	29	2	to	to	PART
amwa-349	29	3	integrate	integrate	VERB
amwa-349	29	4	ai	ai	VERB
amwa-349	29	5	into	into	ADP
amwa-349	29	6	your	your	PRON
amwa-349	29	7	work	work	NOUN
amwa-349	29	8	communication	communication	NOUN
amwa-349	29	9	conference	conference	NOUN
amwa-349	29	10	in	in	ADP
amwa-349	29	11	baltimore	baltimore	PROPN
amwa-349	29	12	,	,	PUNCT
amwa-349	29	13	maryland	maryland	PROPN
amwa-349	29	14	,	,	PUNCT
amwa-349	29	15	a	a	DET
amwa-349	29	16	comprehensive	comprehensive	ADJ
amwa-349	29	17	framework	framework	NOUN
amwa-349	29	18	for	for	ADP
amwa-349	29	19	integrating	integrate	VERB
amwa-349	29	20	ai	ai	INTJ
amwa-349	29	21	was	be	AUX
amwa-349	29	22	introduced	introduce	VERB
amwa-349	29	23	that	that	PRON
amwa-349	29	24	is	be	AUX
amwa-349	29	25	relevant	relevant	ADJ
amwa-349	29	26	for	for	ADP
amwa-349	29	27	leaders	leader	NOUN
amwa-349	29	28	,	,	PUNCT
amwa-349	29	29	employees	employee	NOUN
amwa-349	29	30	,	,	PUNCT
amwa-349	29	31	and	and	CCONJ
amwa-349	29	32	freelancers	freelancer	NOUN
amwa-349	29	33	(	(	PUNCT
amwa-349	29	34	figure	figure	NOUN
amwa-349	29	35	1	1	NUM
amwa-349	29	36	)	)	PUNCT
amwa-349	29	37	.	.	PUNCT
amwa-349	30	1	as	as	ADP
amwa-349	30	2	medical	medical	ADJ
amwa-349	30	3	communicators	communicator	NOUN
amwa-349	30	4	,	,	PUNCT
amwa-349	30	5	it	it	PRON
amwa-349	30	6	is	be	AUX
amwa-349	30	7	up	up	ADP
amwa-349	30	8	to	to	ADP
amwa-349	30	9	us	we	PRON
amwa-349	30	10	to	to	PART
amwa-349	30	11	set	set	VERB
amwa-349	30	12	the	the	DET
amwa-349	30	13	foundation	foundation	NOUN
amwa-349	30	14	for	for	ADP
amwa-349	30	15	a	a	DET
amwa-349	30	16	future	future	NOUN
amwa-349	30	17	in	in	ADP
amwa-349	30	18	which	which	PRON
amwa-349	30	19	the	the	DET
amwa-349	30	20	efficiency	efficiency	NOUN
amwa-349	30	21	of	of	ADP
amwa-349	30	22	generative	generative	ADJ
amwa-349	30	23	ai	ai	NOUN
amwa-349	30	24	is	be	AUX
amwa-349	30	25	seamlessly	seamlessly	ADV
amwa-349	30	26	blended	blend	VERB
amwa-349	30	27	with	with	ADP
amwa-349	30	28	the	the	DET
amwa-349	30	29	expertise	expertise	NOUN
amwa-349	30	30	of	of	ADP
amwa-349	30	31	medical	medical	ADJ
amwa-349	30	32	communicators	communicator	NOUN
amwa-349	30	33	,	,	PUNCT
amwa-349	30	34	harnessing	harness	VERB
amwa-349	30	35	the	the	DET
amwa-349	30	36	optimum	optimum	ADJ
amwa-349	30	37	capabilities	capability	NOUN
amwa-349	30	38	of	of	ADP
amwa-349	30	39	both	both	PRON
amwa-349	30	40	.	.	PUNCT
amwa-349	31	1	ai	ai	VERB
amwa-349	31	2	literacy	literacy	NOUN
amwa-349	31	3	successful	successful	ADJ
amwa-349	31	4	application	application	NOUN
amwa-349	31	5	of	of	ADP
amwa-349	31	6	llm	llm	PROPN
amwa-349	31	7	technology	technology	NOUN
amwa-349	31	8	to	to	ADP
amwa-349	31	9	medical	medical	ADJ
amwa-349	31	10	writing	writing	NOUN
amwa-349	31	11	hinges	hinge	NOUN
amwa-349	31	12	on	on	ADP
amwa-349	31	13	our	our	PRON
amwa-349	31	14	clear	clear	ADJ
amwa-349	31	15	understanding	understanding	NOUN
amwa-349	31	16	of	of	ADP
amwa-349	31	17	its	its	PRON
amwa-349	31	18	benefits	benefit	NOUN
amwa-349	31	19	and	and	CCONJ
amwa-349	31	20	risks	risk	NOUN
amwa-349	31	21	.	.	PUNCT
amwa-349	32	1	llms	llm	NOUN
amwa-349	32	2	are	be	AUX
amwa-349	32	3	a	a	DET
amwa-349	32	4	subset	subset	NOUN
amwa-349	32	5	of	of	ADP
amwa-349	32	6	ai	ai	NOUN
amwa-349	32	7	,	,	PUNCT
amwa-349	32	8	specifically	specifically	ADV
amwa-349	32	9	within	within	ADP
amwa-349	32	10	the	the	DET
amwa-349	32	11	field	field	NOUN
amwa-349	32	12	of	of	ADP
amwa-349	32	13	generative	generative	ADJ
amwa-349	32	14	ai	ai	PROPN
amwa-349	32	15	.	.	PUNCT
amwa-349	33	1	llms	llm	NOUN
amwa-349	33	2	are	be	AUX
amwa-349	33	3	created	create	VERB
amwa-349	33	4	through	through	ADP
amwa-349	33	5	machine	machine	NOUN
amwa-349	33	6	learning	learning	NOUN
amwa-349	33	7	,	,	PUNCT
amwa-349	33	8	specifically	specifically	ADV
amwa-349	33	9	deep	deep	ADJ
amwa-349	33	10	learning	learning	NOUN
amwa-349	33	11	using	use	VERB
amwa-349	33	12	neural	neural	ADJ
amwa-349	33	13	network	network	NOUN
amwa-349	33	14	architecture	architecture	NOUN
amwa-349	33	15	.	.	PUNCT
amwa-349	34	1	machine	machine	NOUN
amwa-349	34	2	learning	learning	NOUN
amwa-349	34	3	is	be	AUX
amwa-349	34	4	a	a	DET
amwa-349	34	5	way	way	NOUN
amwa-349	34	6	to	to	PART
amwa-349	34	7	build	build	VERB
amwa-349	34	8	a	a	DET
amwa-349	34	9	computer	computer	NOUN
amwa-349	34	10	program	program	NOUN
amwa-349	34	11	that	that	PRON
amwa-349	34	12	is	be	AUX
amwa-349	34	13	distinct	distinct	ADJ
amwa-349	34	14	from	from	ADP
amwa-349	34	15	typical	typical	ADJ
amwa-349	34	16	programming	programming	NOUN
amwa-349	34	17	.	.	PUNCT
amwa-349	35	1	it	it	PRON
amwa-349	35	2	uses	use	VERB
amwa-349	35	3	different	different	ADJ
amwa-349	35	4	hardware	hardware	NOUN
amwa-349	35	5	designed	design	VERB
amwa-349	35	6	to	to	PART
amwa-349	35	7	perform	perform	VERB
amwa-349	35	8	many	many	ADJ
amwa-349	35	9	computational	computational	ADJ
amwa-349	35	10	steps	step	NOUN
amwa-349	35	11	in	in	ADP
amwa-349	35	12	parallel	parallel	NOUN
amwa-349	35	13	.	.	PUNCT
amwa-349	36	1	instead	instead	ADV
amwa-349	36	2	of	of	ADP
amwa-349	36	3	having	have	VERB
amwa-349	36	4	a	a	DET
amwa-349	36	5	programmer	programmer	NOUN
amwa-349	36	6	define	define	VERB
amwa-349	36	7	each	each	DET
amwa-349	36	8	step	step	NOUN
amwa-349	36	9	for	for	SCONJ
amwa-349	36	10	the	the	DET
amwa-349	36	11	computer	computer	NOUN
amwa-349	36	12	to	to	PART
amwa-349	36	13	execute	execute	VERB
amwa-349	36	14	,	,	PUNCT
amwa-349	36	15	a	a	DET
amwa-349	36	16	data	data	NOUN
amwa-349	36	17	scientist	scientist	NOUN
amwa-349	36	18	or	or	CCONJ
amwa-349	36	19	machine	machine	NOUN
amwa-349	36	20	learning	learn	VERB
amwa-349	36	21	engineer	engineer	NOUN
amwa-349	36	22	sets	set	VERB
amwa-349	36	23	up	up	ADP
amwa-349	36	24	a	a	DET
amwa-349	36	25	model	model	NOUN
amwa-349	36	26	for	for	SCONJ
amwa-349	36	27	the	the	DET
amwa-349	36	28	computer	computer	NOUN
amwa-349	36	29	to	to	PART
amwa-349	36	30	train	train	VERB
amwa-349	36	31	itself	itself	PRON
amwa-349	36	32	based	base	VERB
amwa-349	36	33	on	on	ADP
amwa-349	36	34	provided	provide	VERB
amwa-349	36	35	data	datum	NOUN
amwa-349	36	36	sets.3	sets.3	PROPN
amwa-349	36	37	llms	llm	NOUN
amwa-349	36	38	such	such	ADJ
amwa-349	36	39	as	as	ADP
amwa-349	36	40	gpt-4	gpt-4	NUM
amwa-349	36	41	from	from	ADP
amwa-349	36	42	openai	openai	NOUN
amwa-349	36	43	are	be	AUX
amwa-349	36	44	trained	train	VERB
amwa-349	36	45	on	on	ADP
amwa-349	36	46	massive	massive	ADJ
amwa-349	36	47	amounts	amount	NOUN
amwa-349	36	48	of	of	ADP
amwa-349	36	49	data	datum	NOUN
amwa-349	36	50	,	,	PUNCT
amwa-349	36	51	allowing	allow	VERB
amwa-349	36	52	them	they	PRON
amwa-349	36	53	to	to	PART
amwa-349	36	54	comprehend	comprehend	VERB
amwa-349	36	55	inputs	input	NOUN
amwa-349	36	56	and	and	CCONJ
amwa-349	36	57	generate	generate	VERB
amwa-349	36	58	human	human	ADJ
amwa-349	36	59	-	-	PUNCT
amwa-349	36	60	like	like	ADJ
amwa-349	36	61	responses	response	NOUN
amwa-349	36	62	.	.	PUNCT
amwa-349	37	1	gpt	gpt	NOUN
amwa-349	37	2	stands	stand	VERB
amwa-349	37	3	for	for	ADP
amwa-349	37	4	generative	generative	ADJ
amwa-349	37	5	pretrained	pretraine	VERB
amwa-349	37	6	transformer	transformer	NOUN
amwa-349	37	7	,	,	PUNCT
amwa-349	37	8	meaning	mean	VERB
amwa-349	37	9	a	a	DET
amwa-349	37	10	machine	machine	NOUN
amwa-349	37	11	learning	learn	VERB
amwa-349	37	12	model	model	NOUN
amwa-349	37	13	that	that	PRON
amwa-349	37	14	generates	generate	VERB
amwa-349	37	15	unique	unique	ADJ
amwa-349	37	16	outputs	output	NOUN
amwa-349	37	17	,	,	PUNCT
amwa-349	37	18	accesses	access	VERB
amwa-349	37	19	a	a	DET
amwa-349	37	20	broad	broad	ADJ
amwa-349	37	21	subset	subset	NOUN
amwa-349	37	22	of	of	ADP
amwa-349	37	23	human	human	ADJ
amwa-349	37	24	knowledge	knowledge	NOUN
amwa-349	37	25	from	from	ADP
amwa-349	37	26	its	its	PRON
amwa-349	37	27	pretraining	pretraining	NOUN
amwa-349	37	28	,	,	PUNCT
amwa-349	37	29	and	and	CCONJ
amwa-349	37	30	understands	understand	VERB
amwa-349	37	31	complex	complex	ADJ
amwa-349	37	32	user	user	NOUN
amwa-349	37	33	requests	request	NOUN
amwa-349	37	34	using	use	VERB
amwa-349	37	35	transformer	transformer	NOUN
amwa-349	37	36	technology	technology	NOUN
amwa-349	37	37	.	.	PUNCT
amwa-349	38	1	llms	llm	NOUN
amwa-349	38	2	can	can	AUX
amwa-349	38	3	perform	perform	VERB
amwa-349	38	4	tasks	task	NOUN
amwa-349	38	5	like	like	ADP
amwa-349	38	6	writing	writing	NOUN
amwa-349	38	7	,	,	PUNCT
amwa-349	38	8	translating	translate	VERB
amwa-349	38	9	languages	language	NOUN
amwa-349	38	10	,	,	PUNCT
amwa-349	38	11	coding	coding	NOUN
amwa-349	38	12	,	,	PUNCT
amwa-349	38	13	creating	create	VERB
amwa-349	38	14	images	image	NOUN
amwa-349	38	15	,	,	PUNCT
amwa-349	38	16	data	datum	NOUN
amwa-349	38	17	analysis	analysis	NOUN
amwa-349	38	18	,	,	PUNCT
amwa-349	38	19	and	and	CCONJ
amwa-349	38	20	more	more	ADJ
amwa-349	38	21	.	.	PUNCT
amwa-349	39	1	an	an	DET
amwa-349	39	2	important	important	ADJ
amwa-349	39	3	step	step	NOUN
amwa-349	39	4	in	in	ADP
amwa-349	39	5	ai	ai	PRON
amwa-349	39	6	literacy	literacy	NOUN
amwa-349	39	7	for	for	ADP
amwa-349	39	8	medical	medical	ADJ
amwa-349	39	9	communicators	communicator	NOUN
amwa-349	39	10	is	be	AUX
amwa-349	39	11	understanding	understand	VERB
amwa-349	39	12	the	the	DET
amwa-349	39	13	difference	difference	NOUN
amwa-349	39	14	between	between	ADP
amwa-349	39	15	llms	llm	NOUN
amwa-349	39	16	and	and	CCONJ
amwa-349	39	17	other	other	ADJ
amwa-349	39	18	ai	ai	PROPN
amwa-349	39	19	technologies	technology	NOUN
amwa-349	39	20	.	.	PUNCT
amwa-349	40	1	many	many	ADJ
amwa-349	40	2	medical	medical	ADJ
amwa-349	40	3	writing	writing	NOUN
amwa-349	40	4	and	and	CCONJ
amwa-349	40	5	editing	edit	VERB
amwa-349	40	6	ai	ai	NOUN
amwa-349	40	7	tools	tool	NOUN
amwa-349	40	8	are	be	AUX
amwa-349	40	9	largely	largely	ADV
amwa-349	40	10	expert	expert	ADJ
amwa-349	40	11	systems	system	NOUN
amwa-349	40	12	.	.	PUNCT
amwa-349	41	1	expert	expert	NOUN
amwa-349	41	2	systems	system	NOUN
amwa-349	41	3	resemble	resemble	VERB
amwa-349	41	4	the	the	DET
amwa-349	41	5	structure	structure	NOUN
amwa-349	41	6	and	and	CCONJ
amwa-349	41	7	consistency	consistency	NOUN
amwa-349	41	8	you	you	PRON
amwa-349	41	9	get	get	VERB
amwa-349	41	10	with	with	ADP
amwa-349	41	11	highly	highly	ADV
amwa-349	41	12	detailed	detailed	ADJ
amwa-349	41	13	templates	template	NOUN
amwa-349	41	14	;	;	PUNCT
amwa-349	41	15	they	they	PRON
amwa-349	41	16	are	be	AUX
amwa-349	41	17	deterministic	deterministic	ADJ
amwa-349	41	18	and	and	CCONJ
amwa-349	41	19	built	build	VERB
amwa-349	41	20	with	with	ADP
amwa-349	41	21	extensive	extensive	ADJ
amwa-349	41	22	human	human	ADJ
amwa-349	41	23	knowledge	knowledge	NOUN
amwa-349	41	24	,	,	PUNCT
amwa-349	41	25	which	which	PRON
amwa-349	41	26	leads	lead	VERB
amwa-349	41	27	to	to	ADP
amwa-349	41	28	predictable	predictable	ADJ
amwa-349	41	29	outputs	output	NOUN
amwa-349	41	30	.	.	PUNCT
amwa-349	42	1	however	however	ADV
amwa-349	42	2	,	,	PUNCT
amwa-349	42	3	they	they	PRON
amwa-349	42	4	require	require	VERB
amwa-349	42	5	structured	structured	ADJ
amwa-349	42	6	inputs	input	NOUN
amwa-349	42	7	and	and	CCONJ
amwa-349	42	8	are	be	AUX
amwa-349	42	9	less	less	ADV
amwa-349	42	10	adaptable	adaptable	ADJ
amwa-349	42	11	to	to	ADP
amwa-349	42	12	varying	vary	VERB
amwa-349	42	13	tasks	task	NOUN
amwa-349	42	14	.	.	PUNCT
amwa-349	43	1	conversely	conversely	ADV
amwa-349	43	2	,	,	PUNCT
amwa-349	43	3	llms	llm	NOUN
amwa-349	43	4	resemble	resemble	VERB
amwa-349	43	5	the	the	DET
amwa-349	43	6	flexibility	flexibility	NOUN
amwa-349	43	7	and	and	CCONJ
amwa-349	43	8	variability	variability	NOUN
amwa-349	43	9	you	you	PRON
amwa-349	43	10	get	get	VERB
amwa-349	43	11	with	with	ADP
amwa-349	43	12	simpler	simple	ADJ
amwa-349	43	13	,	,	PUNCT
amwa-349	43	14	open	open	ADJ
amwa-349	43	15	-	-	PUNCT
amwa-349	43	16	ended	end	VERB
amwa-349	43	17	templates	template	NOUN
amwa-349	43	18	.	.	PUNCT
amwa-349	44	1	they	they	PRON
amwa-349	44	2	are	be	AUX
amwa-349	44	3	probabilistic	probabilistic	ADJ
amwa-349	44	4	,	,	PUNCT
amwa-349	44	5	generating	generate	VERB
amwa-349	44	6	outputs	output	NOUN
amwa-349	44	7	based	base	VERB
amwa-349	44	8	on	on	ADP
amwa-349	44	9	likelihoods	likelihood	NOUN
amwa-349	44	10	and	and	CCONJ
amwa-349	44	11	patterns	pattern	NOUN
amwa-349	44	12	learned	learn	VERB
amwa-349	44	13	from	from	ADP
amwa-349	44	14	their	their	PRON
amwa-349	44	15	vast	vast	ADJ
amwa-349	44	16	data	data	NOUN
amwa-349	44	17	sets	set	NOUN
amwa-349	44	18	.	.	PUNCT
amwa-349	45	1	this	this	DET
amwa-349	45	2	nature	nature	NOUN
amwa-349	45	3	makes	make	VERB
amwa-349	45	4	them	they	PRON
amwa-349	45	5	more	more	ADV
amwa-349	45	6	adaptable	adaptable	ADJ
amwa-349	45	7	and	and	CCONJ
amwa-349	45	8	flexible	flexible	ADJ
amwa-349	45	9	but	but	CCONJ
amwa-349	45	10	also	also	ADV
amwa-349	45	11	introduces	introduce	VERB
amwa-349	45	12	inconsistency	inconsistency	NOUN
amwa-349	45	13	in	in	ADP
amwa-349	45	14	output	output	NOUN
amwa-349	45	15	and	and	CCONJ
amwa-349	45	16	the	the	DET
amwa-349	45	17	need	need	NOUN
amwa-349	45	18	for	for	ADP
amwa-349	45	19	human	human	ADJ
amwa-349	45	20	oversight	oversight	NOUN
amwa-349	45	21	for	for	ADP
amwa-349	45	22	accuracy	accuracy	NOUN
amwa-349	45	23	and	and	CCONJ
amwa-349	45	24	context	context	NOUN
amwa-349	45	25	.	.	PUNCT
amwa-349	46	1	writers	writer	NOUN
amwa-349	46	2	may	may	AUX
amwa-349	46	3	interact	interact	VERB
amwa-349	46	4	with	with	ADP
amwa-349	46	5	llms	llm	NOUN
amwa-349	46	6	in	in	ADP
amwa-349	46	7	a	a	DET
amwa-349	46	8	standalone	standalone	ADJ
amwa-349	46	9	chatbot	chatbot	NOUN
amwa-349	46	10	(	(	PUNCT
amwa-349	46	11	like	like	ADP
amwa-349	46	12	chatgpt	chatgpt	NOUN
amwa-349	46	13	)	)	PUNCT
amwa-349	46	14	,	,	PUNCT
amwa-349	46	15	as	as	ADP
amwa-349	46	16	a	a	DET
amwa-349	46	17	functionality	functionality	NOUN
amwa-349	46	18	in	in	ADP
amwa-349	46	19	software	software	NOUN
amwa-349	46	20	(	(	PUNCT
amwa-349	46	21	like	like	ADP
amwa-349	46	22	copilot	copilot	NOUN
amwa-349	46	23	by	by	ADP
amwa-349	46	24	microsoft	microsoft	PROPN
amwa-349	46	25	)	)	PUNCT
amwa-349	46	26	,	,	PUNCT
amwa-349	46	27	or	or	CCONJ
amwa-349	46	28	in	in	ADP
amwa-349	46	29	an	an	DET
amwa-349	46	30	internet	internet	NOUN
amwa-349	46	31	browser	browser	NOUN
amwa-349	46	32	(	(	PUNCT
amwa-349	46	33	like	like	ADP
amwa-349	46	34	chrome	chrome	NOUN
amwa-349	46	35	)	)	PUNCT
amwa-349	46	36	.	.	PUNCT
amwa-349	47	1	llm	llm	PROPN
amwa-349	47	2	chatbots	chatbot	NOUN
amwa-349	47	3	,	,	PUNCT
amwa-349	47	4	whether	whether	SCONJ
amwa-349	47	5	standalone	standalone	NOUN
amwa-349	47	6	or	or	CCONJ
amwa-349	47	7	within	within	ADP
amwa-349	47	8	an	an	DET
amwa-349	47	9	application	application	NOUN
amwa-349	47	10	like	like	ADP
amwa-349	47	11	word	word	NOUN
amwa-349	47	12	,	,	PUNCT
amwa-349	47	13	typically	typically	ADV
amwa-349	47	14	have	have	VERB
amwa-349	47	15	an	an	DET
amwa-349	47	16	interface	interface	NOUN
amwa-349	47	17	consisting	consist	VERB
amwa-349	47	18	of	of	ADP
amwa-349	47	19	a	a	DET
amwa-349	47	20	blank	blank	ADJ
amwa-349	47	21	box	box	NOUN
amwa-349	47	22	,	,	PUNCT
amwa-349	47	23	which	which	PRON
amwa-349	47	24	leaves	leave	VERB
amwa-349	47	25	the	the	DET
amwa-349	47	26	determination	determination	NOUN
amwa-349	47	27	of	of	ADP
amwa-349	47	28	what	what	DET
amwa-349	47	29	tasks	task	NOUN
amwa-349	47	30	are	be	AUX
amwa-349	47	31	suitable	suitable	ADJ
amwa-349	47	32	and	and	CCONJ
amwa-349	47	33	reliable	reliable	ADJ
amwa-349	47	34	entirely	entirely	ADV
amwa-349	47	35	up	up	ADP
amwa-349	47	36	to	to	ADP
amwa-349	47	37	the	the	DET
amwa-349	47	38	user	user	NOUN
amwa-349	47	39	.	.	PUNCT
amwa-349	48	1	ai	ai	VERB
amwa-349	48	2	literacy	literacy	NOUN
amwa-349	48	3	training	training	NOUN
amwa-349	48	4	to	to	PART
amwa-349	48	5	understand	understand	VERB
amwa-349	48	6	what	what	PRON
amwa-349	48	7	tasks	task	NOUN
amwa-349	48	8	are	be	AUX
amwa-349	48	9	appropriate	appropriate	ADJ
amwa-349	48	10	for	for	ADP
amwa-349	48	11	llms	llm	NOUN
amwa-349	48	12	enables	enable	VERB
amwa-349	48	13	medical	medical	ADJ
amwa-349	48	14	writers	writer	NOUN
amwa-349	48	15	to	to	PART
amwa-349	48	16	leverage	leverage	VERB
amwa-349	48	17	these	these	DET
amwa-349	48	18	tools	tool	NOUN
amwa-349	48	19	effectively	effectively	ADV
amwa-349	48	20	,	,	PUNCT
amwa-349	48	21	allowing	allow	VERB
amwa-349	48	22	for	for	ADP
amwa-349	48	23	productivity	productivity	NOUN
amwa-349	48	24	enhancements	enhancement	NOUN
amwa-349	48	25	while	while	SCONJ
amwa-349	48	26	maintaining	maintain	VERB
amwa-349	48	27	the	the	DET
amwa-349	48	28	high	high	ADJ
amwa-349	48	29	standards	standard	NOUN
amwa-349	48	30	of	of	ADP
amwa-349	48	31	accuracy	accuracy	NOUN
amwa-349	48	32	and	and	CCONJ
amwa-349	48	33	context	context	NOUN
amwa-349	48	34	sensitivity	sensitivity	NOUN
amwa-349	48	35	crucial	crucial	ADJ
amwa-349	48	36	in	in	ADP
amwa-349	48	37	the	the	DET
amwa-349	48	38	field	field	NOUN
amwa-349	48	39	.	.	PUNCT
amwa-349	49	1	understanding	understand	VERB
amwa-349	49	2	how	how	SCONJ
amwa-349	49	3	llms	llm	NOUN
amwa-349	49	4	work	work	NOUN
amwa-349	49	5	helps	help	VERB
amwa-349	49	6	users	user	NOUN
amwa-349	49	7	predict	predict	VERB
amwa-349	49	8	appropriate	appropriate	ADJ
amwa-349	49	9	tasks	task	NOUN
amwa-349	49	10	.	.	PUNCT
amwa-349	50	1	there	there	PRON
amwa-349	50	2	are	be	VERB
amwa-349	50	3	fundamental	fundamental	ADJ
amwa-349	50	4	differences	difference	NOUN
amwa-349	50	5	in	in	ADP
amwa-349	50	6	how	how	SCONJ
amwa-349	50	7	humans	human	NOUN
amwa-349	50	8	and	and	CCONJ
amwa-349	50	9	llms	llm	NOUN
amwa-349	50	10	write	write	VERB
amwa-349	50	11	content	content	NOUN
amwa-349	50	12	.	.	PUNCT
amwa-349	51	1	human	human	ADJ
amwa-349	51	2	writers	writers	PROPN
amwa-349	51	3	research	research	NOUN
amwa-349	51	4	,	,	PUNCT
amwa-349	51	5	understand	understand	VERB
amwa-349	51	6	context	context	NOUN
amwa-349	51	7	,	,	PUNCT
amwa-349	51	8	and	and	CCONJ
amwa-349	51	9	cite	cite	VERB
amwa-349	51	10	specific	specific	ADJ
amwa-349	51	11	sources	source	NOUN
amwa-349	51	12	.	.	PUNCT
amwa-349	52	1	they	they	PRON
amwa-349	52	2	bring	bring	VERB
amwa-349	52	3	a	a	DET
amwa-349	52	4	unique	unique	ADJ
amwa-349	52	5	perspective	perspective	NOUN
amwa-349	52	6	and	and	CCONJ
amwa-349	52	7	a	a	DET
amwa-349	52	8	depth	depth	NOUN
amwa-349	52	9	of	of	ADP
amwa-349	52	10	understanding	understanding	NOUN
amwa-349	52	11	to	to	ADP
amwa-349	52	12	their	their	PRON
amwa-349	52	13	writing	writing	NOUN
amwa-349	52	14	,	,	PUNCT
amwa-349	52	15	albeit	albeit	SCONJ
amwa-349	52	16	with	with	ADP
amwa-349	52	17	the	the	DET
amwa-349	52	18	possibility	possibility	NOUN
amwa-349	52	19	of	of	ADP
amwa-349	52	20	errors	error	NOUN
amwa-349	52	21	and	and	CCONJ
amwa-349	52	22	gaps	gap	NOUN
amwa-349	52	23	,	,	PUNCT
amwa-349	52	24	especially	especially	ADV
amwa-349	52	25	when	when	SCONJ
amwa-349	52	26	dealing	deal	VERB
amwa-349	52	27	with	with	ADP
amwa-349	52	28	unfamiliar	unfamiliar	ADJ
amwa-349	52	29	topics	topic	NOUN
amwa-349	52	30	.	.	PUNCT
amwa-349	53	1	llms	llm	NOUN
amwa-349	53	2	,	,	PUNCT
amwa-349	53	3	on	on	ADP
amwa-349	53	4	the	the	DET
amwa-349	53	5	other	other	ADJ
amwa-349	53	6	hand	hand	NOUN
amwa-349	53	7	,	,	PUNCT
amwa-349	53	8	do	do	AUX
amwa-349	53	9	not	not	PART
amwa-349	53	10	read	read	VERB
amwa-349	53	11	in	in	ADP
amwa-349	53	12	the	the	DET
amwa-349	53	13	traditional	traditional	ADJ
amwa-349	53	14	sense	sense	NOUN
amwa-349	53	15	.	.	PUNCT
amwa-349	54	1	instead	instead	ADV
amwa-349	54	2	,	,	PUNCT
amwa-349	54	3	they	they	PRON
amwa-349	54	4	are	be	AUX
amwa-349	54	5	trained	train	VERB
amwa-349	54	6	on	on	ADP
amwa-349	54	7	text	text	NOUN
amwa-349	54	8	data	datum	NOUN
amwa-349	54	9	broken	break	VERB
amwa-349	54	10	down	down	ADP
amwa-349	54	11	into	into	ADP
amwa-349	54	12	tokens	token	NOUN
amwa-349	54	13	(	(	PUNCT
amwa-349	54	14	words	word	NOUN
amwa-349	54	15	or	or	CCONJ
amwa-349	54	16	parts	part	NOUN
amwa-349	54	17	of	of	ADP
amwa-349	54	18	words	word	NOUN
amwa-349	54	19	)	)	PUNCT
amwa-349	54	20	.	.	PUNCT
amwa-349	55	1	llms	llm	NOUN
amwa-349	55	2	generate	generate	VERB
amwa-349	55	3	text	text	NOUN
amwa-349	55	4	based	base	VERB
amwa-349	55	5	on	on	ADP
amwa-349	55	6	patterns	pattern	NOUN
amwa-349	55	7	learned	learn	VERB
amwa-349	55	8	from	from	ADP
amwa-349	55	9	their	their	PRON
amwa-349	55	10	training	training	NOUN
amwa-349	55	11	data	datum	NOUN
amwa-349	55	12	,	,	PUNCT
amwa-349	55	13	predicting	predict	VERB
amwa-349	55	14	the	the	DET
amwa-349	55	15	next	next	ADJ
amwa-349	55	16	token	token	VERB
amwa-349	55	17	in	in	ADP
amwa-349	55	18	a	a	DET
amwa-349	55	19	sequence	sequence	NOUN
amwa-349	55	20	.	.	PUNCT
amwa-349	56	1	this	this	DET
amwa-349	56	2	process	process	NOUN
amwa-349	56	3	can	can	AUX
amwa-349	56	4	lead	lead	VERB
amwa-349	56	5	to	to	ADP
amwa-349	56	6	innovative	innovative	ADJ
amwa-349	56	7	content	content	NOUN
amwa-349	56	8	generation	generation	NOUN
amwa-349	56	9	,	,	PUNCT
amwa-349	56	10	but	but	CCONJ
amwa-349	56	11	it	it	PRON
amwa-349	56	12	lacks	lack	VERB
amwa-349	56	13	the	the	DET
amwa-349	56	14	depth	depth	NOUN
amwa-349	56	15	of	of	ADP
amwa-349	56	16	understanding	understanding	NOUN
amwa-349	56	17	and	and	CCONJ
amwa-349	56	18	context	context	NOUN
amwa-349	56	19	that	that	SCONJ
amwa-349	56	20	human	human	ADJ
amwa-349	56	21	writers	writer	NOUN
amwa-349	56	22	and	and	CCONJ
amwa-349	56	23	editors	editor	NOUN
amwa-349	56	24	bring	bring	VERB
amwa-349	56	25	.	.	PUNCT
amwa-349	57	1	moreover	moreover	ADV
amwa-349	57	2	,	,	PUNCT
amwa-349	57	3	llms	llm	NOUN
amwa-349	57	4	often	often	ADV
amwa-349	57	5	can	can	AUX
amwa-349	57	6	not	not	PART
amwa-349	57	7	trace	trace	VERB
amwa-349	57	8	back	back	ADP
amwa-349	57	9	to	to	ADP
amwa-349	57	10	specific	specific	ADJ
amwa-349	57	11	sources	source	NOUN
amwa-349	57	12	and	and	CCONJ
amwa-349	57	13	might	might	AUX
amwa-349	57	14	create	create	VERB
amwa-349	57	15	fake	fake	ADJ
amwa-349	57	16	citations	citation	NOUN
amwa-349	57	17	or	or	CCONJ
amwa-349	57	18	inaccurate	inaccurate	ADJ
amwa-349	57	19	content	content	NOUN
amwa-349	57	20	,	,	PUNCT
amwa-349	57	21	particularly	particularly	ADV
amwa-349	57	22	on	on	ADP
amwa-349	57	23	topics	topic	NOUN
amwa-349	57	24	not	not	PART
amwa-349	57	25	well	well	ADV
amwa-349	57	26	-	-	PUNCT
amwa-349	57	27	represented	represent	VERB
amwa-349	57	28	in	in	ADP
amwa-349	57	29	their	their	PRON
amwa-349	57	30	training	training	NOUN
amwa-349	57	31	data	datum	NOUN
amwa-349	57	32	.	.	PUNCT
amwa-349	58	1	retrieval	retrieval	NOUN
amwa-349	58	2	-	-	PUNCT
amwa-349	58	3	augmented	augment	VERB
amwa-349	58	4	generation	generation	NOUN
amwa-349	58	5	(	(	PUNCT
amwa-349	58	6	rag	rag	NOUN
amwa-349	58	7	)	)	PUNCT
amwa-349	58	8	technology	technology	NOUN
amwa-349	58	9	,	,	PUNCT
amwa-349	58	10	introduced	introduce	VERB
amwa-349	58	11	to	to	ADP
amwa-349	58	12	mass	mass	ADJ
amwa-349	58	13	-	-	PUNCT
amwa-349	58	14	market	market	NOUN
amwa-349	58	15	llm	llm	NOUN
amwa-349	58	16	tools	tool	NOUN
amwa-349	58	17	in	in	ADP
amwa-349	58	18	late	late	ADJ
amwa-349	58	19	2023	2023	NUM
amwa-349	58	20	,	,	PUNCT
amwa-349	58	21	assists	assist	VERB
amwa-349	58	22	llms	llm	NOUN
amwa-349	58	23	by	by	ADP
amwa-349	58	24	adding	add	VERB
amwa-349	58	25	a	a	DET
amwa-349	58	26	retrieval	retrieval	NOUN
amwa-349	58	27	step	step	NOUN
amwa-349	58	28	before	before	ADP
amwa-349	58	29	generation	generation	NOUN
amwa-349	58	30	.	.	PUNCT
amwa-349	59	1	this	this	DET
amwa-349	59	2	retrieval	retrieval	NOUN
amwa-349	59	3	step	step	NOUN
amwa-349	59	4	pulls	pull	VERB
amwa-349	59	5	out	out	ADP
amwa-349	59	6	snippets	snippet	NOUN
amwa-349	59	7	relevant	relevant	ADJ
amwa-349	59	8	to	to	ADP
amwa-349	59	9	the	the	DET
amwa-349	59	10	user	user	NOUN
amwa-349	59	11	request	request	NOUN
amwa-349	59	12	from	from	ADP
amwa-349	59	13	writer	writer	NOUN
amwa-349	59	14	-	-	PUNCT
amwa-349	59	15	provided	provide	VERB
amwa-349	59	16	or	or	CCONJ
amwa-349	59	17	internet	internet	NOUN
amwa-349	59	18	-	-	PUNCT
amwa-349	59	19	based	base	VERB
amwa-349	59	20	sources	source	NOUN
amwa-349	59	21	,	,	PUNCT
amwa-349	59	22	which	which	PRON
amwa-349	59	23	are	be	AUX
amwa-349	59	24	then	then	ADV
amwa-349	59	25	used	use	VERB
amwa-349	59	26	and	and	CCONJ
amwa-349	59	27	cited	cite	VERB
amwa-349	59	28	in	in	ADP
amwa-349	59	29	the	the	DET
amwa-349	59	30	generation	generation	NOUN
amwa-349	59	31	step.4	step.4	ADJ
amwa-349	59	32	considering	consider	VERB
amwa-349	59	33	ai	ai	VERB
amwa-349	59	34	use	use	NOUN
amwa-349	59	35	cases	case	NOUN
amwa-349	59	36	armed	arm	VERB
amwa-349	59	37	with	with	ADP
amwa-349	59	38	a	a	DET
amwa-349	59	39	general	general	ADJ
amwa-349	59	40	sense	sense	NOUN
amwa-349	59	41	of	of	ADP
amwa-349	59	42	how	how	SCONJ
amwa-349	59	43	llms	llm	NOUN
amwa-349	59	44	work	work	VERB
amwa-349	59	45	,	,	PUNCT
amwa-349	59	46	users	user	NOUN
amwa-349	59	47	can	can	AUX
amwa-349	59	48	think	think	VERB
amwa-349	59	49	of	of	ADP
amwa-349	59	50	routine	routine	ADJ
amwa-349	59	51	challenges	challenge	NOUN
amwa-349	59	52	in	in	ADP
amwa-349	59	53	their	their	PRON
amwa-349	59	54	work	work	NOUN
amwa-349	59	55	that	that	PRON
amwa-349	59	56	llms	llm	NOUN
amwa-349	59	57	could	could	AUX
amwa-349	59	58	help	help	VERB
amwa-349	59	59	with	with	ADP
amwa-349	59	60	.	.	PUNCT
amwa-349	60	1	however	however	ADV
amwa-349	60	2	,	,	PUNCT
amwa-349	60	3	avoid	avoid	VERB
amwa-349	60	4	the	the	DET
amwa-349	60	5	feeling	feeling	NOUN
amwa-349	60	6	that	that	SCONJ
amwa-349	60	7	an	an	DET
amwa-349	60	8	llm	llm	NOUN
amwa-349	60	9	can	can	AUX
amwa-349	60	10	solve	solve	VERB
amwa-349	60	11	everything	everything	PRON
amwa-349	60	12	(	(	PUNCT
amwa-349	60	13	ai	ai	VERB
amwa-349	60	14	solutionism	solutionism	NOUN
amwa-349	60	15	)	)	PUNCT
amwa-349	60	16	when	when	SCONJ
amwa-349	60	17	other	other	ADJ
amwa-349	60	18	tools	tool	NOUN
amwa-349	60	19	,	,	PUNCT
amwa-349	60	20	such	such	ADJ
amwa-349	60	21	as	as	ADP
amwa-349	60	22	expert	expert	NOUN
amwa-349	60	23	systems	system	NOUN
amwa-349	60	24	or	or	CCONJ
amwa-349	60	25	regular	regular	ADJ
amwa-349	60	26	software	software	NOUN
amwa-349	60	27	would	would	AUX
amwa-349	60	28	do	do	VERB
amwa-349	60	29	a	a	DET
amwa-349	60	30	better	well	ADJ
amwa-349	60	31	job	job	NOUN
amwa-349	60	32	.	.	PUNCT
amwa-349	61	1	ideal	ideal	ADJ
amwa-349	61	2	use	use	NOUN
amwa-349	61	3	cases	case	NOUN
amwa-349	61	4	are	be	AUX
amwa-349	61	5	those	those	PRON
amwa-349	61	6	that	that	PRON
amwa-349	61	7	can	can	AUX
amwa-349	61	8	benefit	benefit	VERB
amwa-349	61	9	from	from	ADP
amwa-349	61	10	an	an	DET
amwa-349	61	11	llm	llm	NOUN
amwa-349	61	12	's	's	PART
amwa-349	61	13	unique	unique	ADJ
amwa-349	61	14	capabilities	capability	NOUN
amwa-349	61	15	.	.	PUNCT
amwa-349	62	1	before	before	ADP
amwa-349	62	2	evaluating	evaluate	VERB
amwa-349	62	3	use	use	NOUN
amwa-349	62	4	cases	case	NOUN
amwa-349	62	5	,	,	PUNCT
amwa-349	62	6	users	user	NOUN
amwa-349	62	7	should	should	AUX
amwa-349	62	8	understand	understand	VERB
amwa-349	62	9	that	that	SCONJ
amwa-349	62	10	information	information	NOUN
amwa-349	62	11	shared	share	VERB
amwa-349	62	12	with	with	ADP
amwa-349	62	13	mass	mass	ADJ
amwa-349	62	14	-	-	PUNCT
amwa-349	62	15	market	market	NOUN
amwa-349	62	16	llms	llm	NOUN
amwa-349	62	17	may	may	AUX
amwa-349	62	18	be	be	AUX
amwa-349	62	19	used	use	VERB
amwa-349	62	20	to	to	PART
amwa-349	62	21	train	train	VERB
amwa-349	62	22	a	a	DET
amwa-349	62	23	model	model	NOUN
amwa-349	62	24	owned	own	VERB
amwa-349	62	25	by	by	ADP
amwa-349	62	26	another	another	DET
amwa-349	62	27	entity	entity	NOUN
amwa-349	62	28	.	.	PUNCT
amwa-349	63	1	ai	ai	VERB
amwa-349	63	2	etiquette	etiquette	NOUN
amwa-349	63	3	requires	require	VERB
amwa-349	63	4	requesting	request	VERB
amwa-349	63	5	permission	permission	NOUN
amwa-349	63	6	before	before	ADP
amwa-349	63	7	using	use	VERB
amwa-349	63	8	someone	someone	PRON
amwa-349	63	9	’s	’s	PART
amwa-349	63	10	nonpublic	nonpublic	ADJ
amwa-349	63	11	content	content	NOUN
amwa-349	63	12	in	in	ADP
amwa-349	63	13	any	any	DET
amwa-349	63	14	ai	ai	NOUN
amwa-349	63	15	system	system	NOUN
amwa-349	63	16	and	and	CCONJ
amwa-349	63	17	compliance	compliance	NOUN
amwa-349	63	18	with	with	ADP
amwa-349	63	19	ai	ai	ADJ
amwa-349	63	20	use	use	NOUN
amwa-349	63	21	policies	policy	NOUN
amwa-349	63	22	(	(	PUNCT
amwa-349	63	23	employer	employer	NOUN
amwa-349	63	24	,	,	PUNCT
amwa-349	63	25	client	client	NOUN
amwa-349	63	26	,	,	PUNCT
amwa-349	63	27	publisher	publisher	NOUN
amwa-349	63	28	,	,	PUNCT
amwa-349	63	29	etc	etc	X
amwa-349	63	30	)	)	PUNCT
amwa-349	63	31	.	.	PUNCT
amwa-349	64	1	because	because	SCONJ
amwa-349	64	2	llms	llm	NOUN
amwa-349	64	3	can	can	AUX
amwa-349	64	4	provide	provide	VERB
amwa-349	64	5	inaccurate	inaccurate	ADJ
amwa-349	64	6	information	information	NOUN
amwa-349	64	7	,	,	PUNCT
amwa-349	64	8	use	use	VERB
amwa-349	64	9	case	case	NOUN
amwa-349	64	10	outputs	output	NOUN
amwa-349	64	11	should	should	AUX
amwa-349	64	12	be	be	AUX
amwa-349	64	13	externally	externally	ADV
amwa-349	64	14	verifiable	verifiable	ADJ
amwa-349	64	15	.	.	PUNCT
amwa-349	65	1	llms	llm	NOUN
amwa-349	65	2	and	and	CCONJ
amwa-349	65	3	lmms	lmms	NOUN
amwa-349	65	4	can	can	AUX
amwa-349	65	5	augment	augment	VERB
amwa-349	65	6	users	user	NOUN
amwa-349	65	7	by	by	ADP
amwa-349	65	8	taking	take	VERB
amwa-349	65	9	on	on	ADP
amwa-349	65	10	simple	simple	ADJ
amwa-349	65	11	tasks	task	NOUN
amwa-349	65	12	,	,	PUNCT
amwa-349	65	13	assist	assist	VERB
amwa-349	65	14	users	user	NOUN
amwa-349	65	15	step	step	VERB
amwa-349	65	16	-	-	PUNCT
amwa-349	65	17	by	by	ADP
amwa-349	65	18	-	-	PUNCT
amwa-349	65	19	step	step	NOUN
amwa-349	65	20	,	,	PUNCT
amwa-349	65	21	and	and	CCONJ
amwa-349	65	22	amplify	amplify	VERB
amwa-349	65	23	users	user	NOUN
amwa-349	65	24	by	by	ADP
amwa-349	65	25	expanding	expand	VERB
amwa-349	65	26	their	their	PRON
amwa-349	65	27	skill	skill	NOUN
amwa-349	65	28	set	set	NOUN
amwa-349	65	29	(	(	PUNCT
amwa-349	65	30	box	box	NOUN
amwa-349	65	31	on	on	ADP
amwa-349	65	32	next	next	ADJ
amwa-349	65	33	page	page	NOUN
amwa-349	65	34	)	)	PUNCT
amwa-349	65	35	.	.	PUNCT
amwa-349	66	1	http://www.amwajournal.org	http://www.amwajournal.org	X
amwa-349	67	1	amwajournal.org	amwajournal.org	X
amwa-349	67	2	13take	13take	NUM
amwa-349	67	3	the	the	DET
amwa-349	67	4	leap	leap	NOUN
amwa-349	67	5	!	!	PUNCT
amwa-349	68	1	steps	step	NOUN
amwa-349	68	2	to	to	PART
amwa-349	68	3	integrate	integrate	VERB
amwa-349	68	4	ai	ai	VERB
amwa-349	68	5	into	into	ADP
amwa-349	68	6	your	your	PRON
amwa-349	68	7	work	work	NOUN
amwa-349	68	8	“	"	PUNCT
amwa-349	68	9	augment	augment	NOUN
amwa-349	68	10	”	"	PUNCT
amwa-349	68	11	use	use	NOUN
amwa-349	68	12	case	case	NOUN
amwa-349	68	13	examples	example	NOUN
amwa-349	68	14	•	•	NUM
amwa-349	68	15	formatting	format	VERB
amwa-349	68	16	lists	list	NOUN
amwa-349	68	17	of	of	ADP
amwa-349	68	18	abbreviations	abbreviation	NOUN
amwa-349	68	19	:	:	PUNCT
amwa-349	68	20	fixing	fix	VERB
amwa-349	68	21	capitalization	capitalization	NOUN
amwa-349	68	22	and	and	CCONJ
amwa-349	68	23	spelling	spelling	NOUN
amwa-349	68	24	errors	error	NOUN
amwa-349	68	25	with	with	ADP
amwa-349	68	26	awareness	awareness	NOUN
amwa-349	68	27	of	of	ADP
amwa-349	68	28	proper	proper	ADJ
amwa-349	68	29	nouns	noun	NOUN
amwa-349	68	30	.	.	PUNCT
amwa-349	69	1	•	•	NUM
amwa-349	69	2	formatting	format	VERB
amwa-349	69	3	references	reference	NOUN
amwa-349	69	4	:	:	PUNCT
amwa-349	69	5	aligning	align	VERB
amwa-349	69	6	to	to	ADP
amwa-349	69	7	a	a	DET
amwa-349	69	8	provided	provide	VERB
amwa-349	69	9	example	example	NOUN
amwa-349	69	10	style	style	NOUN
amwa-349	69	11	.	.	PUNCT
amwa-349	70	1	•	•	NOUN
amwa-349	70	2	converting	convert	VERB
amwa-349	70	3	images	image	NOUN
amwa-349	70	4	to	to	ADP
amwa-349	70	5	text	text	NOUN
amwa-349	70	6	:	:	PUNCT
amwa-349	70	7	transform	transform	VERB
amwa-349	70	8	photos	photo	NOUN
amwa-349	70	9	of	of	ADP
amwa-349	70	10	handwriting	handwriting	NOUN
amwa-349	70	11	,	,	PUNCT
amwa-349	70	12	slides	slide	NOUN
amwa-349	70	13	,	,	PUNCT
amwa-349	70	14	or	or	CCONJ
amwa-349	70	15	scanned	scan	VERB
amwa-349	70	16	documents	document	NOUN
amwa-349	70	17	to	to	PART
amwa-349	70	18	editable	editable	ADJ
amwa-349	70	19	text	text	NOUN
amwa-349	70	20	.	.	PUNCT
amwa-349	71	1	“	"	PUNCT
amwa-349	71	2	assist	assist	VERB
amwa-349	71	3	”	"	PUNCT
amwa-349	71	4	use	use	NOUN
amwa-349	71	5	case	case	NOUN
amwa-349	71	6	examples	example	NOUN
amwa-349	71	7	•	•	ADP
amwa-349	71	8	preparing	prepare	VERB
amwa-349	71	9	slide	slide	NOUN
amwa-349	71	10	scripts	script	NOUN
amwa-349	71	11	:	:	PUNCT
amwa-349	71	12	generating	generate	VERB
amwa-349	71	13	a	a	DET
amwa-349	71	14	draft	draft	NOUN
amwa-349	71	15	of	of	ADP
amwa-349	71	16	a	a	DET
amwa-349	71	17	presentation	presentation	NOUN
amwa-349	71	18	script	script	NOUN
amwa-349	71	19	for	for	ADP
amwa-349	71	20	a	a	DET
amwa-349	71	21	slide	slide	NOUN
amwa-349	71	22	based	base	VERB
amwa-349	71	23	on	on	ADP
amwa-349	71	24	the	the	DET
amwa-349	71	25	slide	slide	NOUN
amwa-349	71	26	title	title	NOUN
amwa-349	71	27	and	and	CCONJ
amwa-349	71	28	key	key	ADJ
amwa-349	71	29	points	point	NOUN
amwa-349	71	30	.	.	PUNCT
amwa-349	72	1	•	•	NUM
amwa-349	72	2	creating	create	VERB
amwa-349	72	3	images	image	NOUN
amwa-349	72	4	:	:	PUNCT
amwa-349	72	5	convert	convert	VERB
amwa-349	72	6	text	text	NOUN
amwa-349	72	7	prompts	prompt	NOUN
amwa-349	72	8	to	to	ADP
amwa-349	72	9	pictures	picture	NOUN
amwa-349	72	10	for	for	ADP
amwa-349	72	11	use	use	NOUN
amwa-349	72	12	in	in	ADP
amwa-349	72	13	presentations	presentation	NOUN
amwa-349	72	14	or	or	CCONJ
amwa-349	72	15	social	social	ADJ
amwa-349	72	16	media	medium	NOUN
amwa-349	72	17	.	.	PUNCT
amwa-349	73	1	•	•	NUM
amwa-349	73	2	providing	provide	VERB
amwa-349	73	3	technical	technical	ADJ
amwa-349	73	4	support	support	NOUN
amwa-349	73	5	:	:	PUNCT
amwa-349	73	6	taking	take	VERB
amwa-349	73	7	users	user	NOUN
amwa-349	73	8	step	step	VERB
amwa-349	73	9	-	-	PUNCT
amwa-349	73	10	by	by	ADP
amwa-349	73	11	-	-	PUNCT
amwa-349	73	12	step	step	NOUN
amwa-349	73	13	through	through	ADP
amwa-349	73	14	common	common	ADJ
amwa-349	73	15	computer	computer	NOUN
amwa-349	73	16	issues	issue	NOUN
amwa-349	73	17	(	(	PUNCT
amwa-349	73	18	if	if	SCONJ
amwa-349	73	19	the	the	DET
amwa-349	73	20	llm	llm	NOUN
amwa-349	73	21	recommends	recommend	VERB
amwa-349	73	22	entering	enter	VERB
amwa-349	73	23	an	an	DET
amwa-349	73	24	admin	admin	ADJ
amwa-349	73	25	password	password	NOUN
amwa-349	73	26	or	or	CCONJ
amwa-349	73	27	editing	edit	VERB
amwa-349	73	28	registry	registry	NOUN
amwa-349	73	29	files	file	NOUN
amwa-349	73	30	,	,	PUNCT
amwa-349	73	31	wait	wait	VERB
amwa-349	73	32	for	for	SCONJ
amwa-349	73	33	a	a	DET
amwa-349	73	34	human	human	NOUN
amwa-349	73	35	to	to	PART
amwa-349	73	36	help	help	VERB
amwa-349	73	37	)	)	PUNCT
amwa-349	73	38	.	.	PUNCT
amwa-349	74	1	“	"	PUNCT
amwa-349	74	2	amplify	amplify	VERB
amwa-349	74	3	”	"	PUNCT
amwa-349	74	4	use	use	NOUN
amwa-349	74	5	case	case	NOUN
amwa-349	74	6	examples	example	NOUN
amwa-349	74	7	•	•	NOUN
amwa-349	74	8	creating	create	VERB
amwa-349	74	9	a	a	DET
amwa-349	74	10	pubmed	pubmed	PROPN
amwa-349	74	11	search	search	PROPN
amwa-349	74	12	string	string	NOUN
amwa-349	74	13	:	:	PUNCT
amwa-349	74	14	converting	convert	VERB
amwa-349	74	15	a	a	DET
amwa-349	74	16	text	text	NOUN
amwa-349	74	17	request	request	NOUN
amwa-349	74	18	into	into	ADP
amwa-349	74	19	boolean	boolean	ADJ
amwa-349	74	20	operators	operator	NOUN
amwa-349	74	21	.	.	PUNCT
amwa-349	75	1	•	•	NUM
amwa-349	75	2	writing	write	VERB
amwa-349	75	3	macros	macro	NOUN
amwa-349	75	4	for	for	ADP
amwa-349	75	5	microsoft	microsoft	PROPN
amwa-349	75	6	office	office	PROPN
amwa-349	75	7	:	:	PUNCT
amwa-349	75	8	translating	translate	VERB
amwa-349	75	9	user	user	NOUN
amwa-349	75	10	requests	request	NOUN
amwa-349	75	11	into	into	ADP
amwa-349	75	12	visual	visual	ADJ
amwa-349	75	13	basic	basic	NOUN
amwa-349	75	14	for	for	ADP
amwa-349	75	15	applications	application	NOUN
amwa-349	75	16	and	and	CCONJ
amwa-349	75	17	taking	take	VERB
amwa-349	75	18	the	the	DET
amwa-349	75	19	user	user	NOUN
amwa-349	75	20	through	through	ADP
amwa-349	75	21	the	the	DET
amwa-349	75	22	steps	step	NOUN
amwa-349	75	23	to	to	PART
amwa-349	75	24	run	run	VERB
amwa-349	75	25	the	the	DET
amwa-349	75	26	program	program	NOUN
amwa-349	75	27	.	.	PUNCT
amwa-349	76	1	•	•	NUM
amwa-349	76	2	performing	perform	VERB
amwa-349	76	3	basic	basic	ADJ
amwa-349	76	4	data	datum	NOUN
amwa-349	76	5	analysis	analysis	NOUN
amwa-349	76	6	:	:	PUNCT
amwa-349	76	7	parsing	parse	VERB
amwa-349	76	8	large	large	ADJ
amwa-349	76	9	data	datum	NOUN
amwa-349	76	10	sets	set	NOUN
amwa-349	76	11	and	and	CCONJ
amwa-349	76	12	providing	provide	VERB
amwa-349	76	13	charts	chart	NOUN
amwa-349	76	14	to	to	PART
amwa-349	76	15	visualize	visualize	VERB
amwa-349	76	16	the	the	DET
amwa-349	76	17	data	datum	NOUN
amwa-349	76	18	(	(	PUNCT
amwa-349	76	19	users	user	NOUN
amwa-349	76	20	should	should	AUX
amwa-349	76	21	be	be	AUX
amwa-349	76	22	mindful	mindful	ADJ
amwa-349	76	23	that	that	SCONJ
amwa-349	76	24	llms	llm	NOUN
amwa-349	76	25	do	do	AUX
amwa-349	76	26	not	not	PART
amwa-349	76	27	clean	clean	VERB
amwa-349	76	28	data	datum	NOUN
amwa-349	76	29	automatically	automatically	ADV
amwa-349	76	30	)	)	PUNCT
amwa-349	76	31	.	.	PUNCT
amwa-349	77	1	ai	ai	VERB
amwa-349	77	2	risk	risk	NOUN
amwa-349	77	3	assessment	assessment	NOUN
amwa-349	77	4	before	before	ADP
amwa-349	77	5	using	use	VERB
amwa-349	77	6	llm	llm	NOUN
amwa-349	77	7	-	-	PUNCT
amwa-349	77	8	based	base	VERB
amwa-349	77	9	tools	tool	NOUN
amwa-349	77	10	,	,	PUNCT
amwa-349	77	11	understanding	understand	VERB
amwa-349	77	12	potential	potential	ADJ
amwa-349	77	13	risks	risk	NOUN
amwa-349	77	14	and	and	CCONJ
amwa-349	77	15	planning	plan	VERB
amwa-349	77	16	how	how	SCONJ
amwa-349	77	17	to	to	PART
amwa-349	77	18	mitigate	mitigate	VERB
amwa-349	77	19	them	they	PRON
amwa-349	77	20	is	be	AUX
amwa-349	77	21	paramount	paramount	ADJ
amwa-349	77	22	.	.	PUNCT
amwa-349	78	1	establishing	establish	VERB
amwa-349	78	2	a	a	DET
amwa-349	78	3	risk	risk	NOUN
amwa-349	78	4	profile	profile	NOUN
amwa-349	78	5	will	will	AUX
amwa-349	78	6	help	help	VERB
amwa-349	78	7	identify	identify	VERB
amwa-349	78	8	tools	tool	NOUN
amwa-349	78	9	that	that	PRON
amwa-349	78	10	fit	fit	VERB
amwa-349	78	11	that	that	DET
amwa-349	78	12	profile	profile	NOUN
amwa-349	78	13	.	.	PUNCT
amwa-349	79	1	risks	risk	NOUN
amwa-349	79	2	related	relate	VERB
amwa-349	79	3	to	to	ADP
amwa-349	79	4	llms	llm	NOUN
amwa-349	79	5	can	can	AUX
amwa-349	79	6	be	be	AUX
amwa-349	79	7	due	due	ADJ
amwa-349	79	8	to	to	ADP
amwa-349	79	9	training	train	VERB
amwa-349	79	10	data	datum	NOUN
amwa-349	79	11	limitations	limitation	NOUN
amwa-349	79	12	,	,	PUNCT
amwa-349	79	13	human	human	ADJ
amwa-349	79	14	factors	factor	NOUN
amwa-349	79	15	,	,	PUNCT
amwa-349	79	16	functional	functional	ADJ
amwa-349	79	17	limitations	limitation	NOUN
amwa-349	79	18	,	,	PUNCT
amwa-349	79	19	and/or	and/or	CCONJ
amwa-349	79	20	implementation	implementation	NOUN
amwa-349	79	21	challenges	challenge	NOUN
amwa-349	79	22	(	(	PUNCT
amwa-349	79	23	figure	figure	NOUN
amwa-349	79	24	2	2	NUM
amwa-349	79	25	)	)	PUNCT
amwa-349	79	26	.	.	PUNCT
amwa-349	80	1	an	an	DET
amwa-349	80	2	llm	llm	PROPN
amwa-349	80	3	’s	’s	PART
amwa-349	80	4	knowledge	knowledge	NOUN
amwa-349	80	5	is	be	AUX
amwa-349	80	6	rooted	root	VERB
amwa-349	80	7	in	in	ADP
amwa-349	80	8	its	its	PRON
amwa-349	80	9	training	training	NOUN
amwa-349	80	10	data	datum	NOUN
amwa-349	80	11	.	.	PUNCT
amwa-349	81	1	gaps	gap	NOUN
amwa-349	81	2	or	or	CCONJ
amwa-349	81	3	weaknesses	weakness	NOUN
amwa-349	81	4	in	in	ADP
amwa-349	81	5	training	training	NOUN
amwa-349	81	6	data	datum	NOUN
amwa-349	81	7	can	can	AUX
amwa-349	81	8	result	result	VERB
amwa-349	81	9	in	in	ADP
amwa-349	81	10	hallucinations	hallucination	NOUN
amwa-349	81	11	(	(	PUNCT
amwa-349	81	12	false	false	ADJ
amwa-349	81	13	information	information	NOUN
amwa-349	81	14	invented	invent	VERB
amwa-349	81	15	by	by	ADP
amwa-349	81	16	the	the	DET
amwa-349	81	17	llm	llm	NOUN
amwa-349	81	18	)	)	PUNCT
amwa-349	81	19	,	,	PUNCT
amwa-349	81	20	outdated	outdated	ADJ
amwa-349	81	21	outputs	output	NOUN
amwa-349	81	22	,	,	PUNCT
amwa-349	81	23	or	or	CCONJ
amwa-349	81	24	biased	biased	ADJ
amwa-349	81	25	responses	response	NOUN
amwa-349	81	26	.	.	PUNCT
amwa-349	82	1	examples	example	NOUN
amwa-349	82	2	of	of	ADP
amwa-349	82	3	training	training	NOUN
amwa-349	82	4	data	datum	NOUN
amwa-349	82	5	limitations	limitation	NOUN
amwa-349	82	6	•	•	NOUN
amwa-349	82	7	data	datum	NOUN
amwa-349	82	8	set	set	NOUN
amwa-349	82	9	does	do	AUX
amwa-349	82	10	not	not	PART
amwa-349	82	11	include	include	VERB
amwa-349	82	12	recent	recent	ADJ
amwa-349	82	13	information	information	NOUN
amwa-349	82	14	(	(	PUNCT
amwa-349	82	15	ie	ie	X
amwa-349	82	16	,	,	PUNCT
amwa-349	82	17	after	after	ADP
amwa-349	82	18	the	the	DET
amwa-349	82	19	training	training	NOUN
amwa-349	82	20	data	datum	NOUN
amwa-349	82	21	cutoff	cutoff	NOUN
amwa-349	82	22	)	)	PUNCT
amwa-349	82	23	,	,	PUNCT
amwa-349	82	24	unless	unless	SCONJ
amwa-349	82	25	connected	connect	VERB
amwa-349	82	26	to	to	ADP
amwa-349	82	27	internet	internet	NOUN
amwa-349	82	28	browsing	browse	VERB
amwa-349	82	29	capability	capability	NOUN
amwa-349	82	30	.	.	PUNCT
amwa-349	83	1	•	•	NOUN
amwa-349	83	2	data	datum	NOUN
amwa-349	83	3	set	set	NOUN
amwa-349	83	4	includes	include	VERB
amwa-349	83	5	outdated	outdated	ADJ
amwa-349	83	6	practices	practice	NOUN
amwa-349	83	7	and	and	CCONJ
amwa-349	83	8	language	language	NOUN
amwa-349	83	9	;	;	PUNCT
amwa-349	83	10	llm	llm	NOUN
amwa-349	83	11	is	be	AUX
amwa-349	83	12	unaware	unaware	ADJ
amwa-349	83	13	which	which	PRON
amwa-349	83	14	practices	practice	NOUN
amwa-349	83	15	are	be	AUX
amwa-349	83	16	now	now	ADV
amwa-349	83	17	preferred	prefer	VERB
amwa-349	83	18	or	or	CCONJ
amwa-349	83	19	required	require	VERB
amwa-349	83	20	.	.	PUNCT
amwa-349	84	1	•	•	NOUN
amwa-349	84	2	data	datum	NOUN
amwa-349	84	3	set	set	VERB
amwa-349	84	4	is	be	AUX
amwa-349	84	5	missing	miss	VERB
amwa-349	84	6	valuable	valuable	ADJ
amwa-349	84	7	context	context	NOUN
amwa-349	84	8	because	because	SCONJ
amwa-349	84	9	it	it	PRON
amwa-349	84	10	does	do	AUX
amwa-349	84	11	not	not	PART
amwa-349	84	12	include	include	VERB
amwa-349	84	13	nondigitized	nondigitized	ADJ
amwa-349	84	14	content	content	NOUN
amwa-349	84	15	(	(	PUNCT
amwa-349	84	16	eg	eg	NOUN
amwa-349	84	17	,	,	PUNCT
amwa-349	84	18	conference	conference	NOUN
amwa-349	84	19	presentations	presentation	NOUN
amwa-349	84	20	)	)	PUNCT
amwa-349	84	21	,	,	PUNCT
amwa-349	84	22	content	content	NOUN
amwa-349	84	23	behind	behind	ADP
amwa-349	84	24	a	a	DET
amwa-349	84	25	paywall	paywall	NOUN
amwa-349	84	26	(	(	PUNCT
amwa-349	84	27	eg	eg	NOUN
amwa-349	84	28	,	,	PUNCT
amwa-349	84	29	journal	journal	NOUN
amwa-349	84	30	articles	article	NOUN
amwa-349	84	31	)	)	PUNCT
amwa-349	84	32	,	,	PUNCT
amwa-349	84	33	or	or	CCONJ
amwa-349	84	34	content	content	NOUN
amwa-349	84	35	in	in	ADP
amwa-349	84	36	an	an	DET
amwa-349	84	37	inaccessible	inaccessible	ADJ
amwa-349	84	38	format	format	NOUN
amwa-349	84	39	(	(	PUNCT
amwa-349	84	40	eg	eg	NOUN
amwa-349	84	41	,	,	PUNCT
amwa-349	84	42	regulatory	regulatory	ADJ
amwa-349	84	43	guidances	guidance	NOUN
amwa-349	84	44	in	in	ADP
amwa-349	84	45	pdf	pdf	NOUN
amwa-349	84	46	form	form	NOUN
amwa-349	84	47	)	)	PUNCT
amwa-349	84	48	.	.	PUNCT
amwa-349	85	1	llms	llm	NOUN
amwa-349	85	2	are	be	AUX
amwa-349	85	3	very	very	ADV
amwa-349	85	4	different	different	ADJ
amwa-349	85	5	from	from	ADP
amwa-349	85	6	any	any	DET
amwa-349	85	7	technology	technology	NOUN
amwa-349	85	8	previously	previously	ADV
amwa-349	85	9	available	available	ADJ
amwa-349	85	10	,	,	PUNCT
amwa-349	85	11	which	which	PRON
amwa-349	85	12	can	can	AUX
amwa-349	85	13	introduce	introduce	VERB
amwa-349	85	14	risks	risk	NOUN
amwa-349	85	15	from	from	ADP
amwa-349	85	16	human	human	ADJ
amwa-349	85	17	users	user	NOUN
amwa-349	85	18	.	.	PUNCT
amwa-349	86	1	examples	example	NOUN
amwa-349	86	2	of	of	ADP
amwa-349	86	3	human	human	ADJ
amwa-349	86	4	factor	factor	NOUN
amwa-349	86	5	limitations	limitation	NOUN
amwa-349	86	6	•	•	NOUN
amwa-349	86	7	automation	automation	NOUN
amwa-349	86	8	bias	bias	NOUN
amwa-349	86	9	,	,	PUNCT
amwa-349	86	10	the	the	DET
amwa-349	86	11	assumption	assumption	NOUN
amwa-349	86	12	that	that	SCONJ
amwa-349	86	13	machine	machine	NOUN
amwa-349	86	14	generated	generate	VERB
amwa-349	86	15	content	content	NOUN
amwa-349	86	16	is	be	AUX
amwa-349	86	17	accurate	accurate	ADJ
amwa-349	86	18	.	.	PUNCT
amwa-349	87	1	•	•	NUM
amwa-349	87	2	distrust	distrust	NOUN
amwa-349	87	3	,	,	PUNCT
amwa-349	87	4	leading	lead	VERB
amwa-349	87	5	to	to	ADP
amwa-349	87	6	loss	loss	NOUN
amwa-349	87	7	of	of	ADP
amwa-349	87	8	interest	interest	NOUN
amwa-349	87	9	from	from	ADP
amwa-349	87	10	readers	reader	NOUN
amwa-349	87	11	,	,	PUNCT
amwa-349	87	12	attrition	attrition	NOUN
amwa-349	87	13	of	of	ADP
amwa-349	87	14	employees	employee	NOUN
amwa-349	87	15	,	,	PUNCT
amwa-349	87	16	or	or	CCONJ
amwa-349	87	17	client	client	NOUN
amwa-349	87	18	dissatisfaction	dissatisfaction	NOUN
amwa-349	87	19	.	.	PUNCT
amwa-349	88	1	•	•	NUM
amwa-349	89	1	providing	provide	VERB
amwa-349	89	2	the	the	DET
amwa-349	89	3	model	model	NOUN
amwa-349	89	4	with	with	ADP
amwa-349	89	5	an	an	DET
amwa-349	89	6	incorrect	incorrect	ADJ
amwa-349	89	7	or	or	CCONJ
amwa-349	89	8	outdated	outdated	ADJ
amwa-349	89	9	source	source	NOUN
amwa-349	89	10	.	.	PUNCT
amwa-349	90	1	•	•	NUM
amwa-349	90	2	model	model	NOUN
amwa-349	90	3	damage	damage	NOUN
amwa-349	90	4	from	from	ADP
amwa-349	90	5	poisoned	poison	VERB
amwa-349	90	6	training	training	NOUN
amwa-349	90	7	data	datum	NOUN
amwa-349	90	8	or	or	CCONJ
amwa-349	90	9	manipulative	manipulative	ADJ
amwa-349	90	10	prompts	prompt	NOUN
amwa-349	90	11	(	(	PUNCT
amwa-349	90	12	prompt	prompt	ADJ
amwa-349	90	13	injection	injection	NOUN
amwa-349	90	14	)	)	PUNCT
amwa-349	90	15	.	.	PUNCT
amwa-349	91	1	the	the	DET
amwa-349	91	2	machine	machine	NOUN
amwa-349	91	3	learning	learning	NOUN
amwa-349	91	4	process	process	NOUN
amwa-349	91	5	is	be	AUX
amwa-349	91	6	the	the	DET
amwa-349	91	7	root	root	NOUN
amwa-349	91	8	of	of	ADP
amwa-349	91	9	some	some	DET
amwa-349	91	10	risks	risk	NOUN
amwa-349	91	11	related	relate	VERB
amwa-349	91	12	to	to	ADP
amwa-349	91	13	the	the	DET
amwa-349	91	14	way	way	NOUN
amwa-349	91	15	llms	llm	NOUN
amwa-349	91	16	function	function	VERB
amwa-349	91	17	.	.	PUNCT
amwa-349	92	1	llms	llm	NOUN
amwa-349	92	2	are	be	AUX
amwa-349	92	3	probabilistic	probabilistic	ADJ
amwa-349	92	4	systems	system	NOUN
amwa-349	92	5	that	that	PRON
amwa-349	92	6	can	can	AUX
amwa-349	92	7	not	not	PART
amwa-349	92	8	be	be	AUX
amwa-349	92	9	predicted	predict	VERB
amwa-349	92	10	or	or	CCONJ
amwa-349	92	11	entirely	entirely	ADV
amwa-349	92	12	understood	understand	VERB
amwa-349	92	13	.	.	PUNCT
amwa-349	93	1	examples	example	NOUN
amwa-349	93	2	of	of	ADP
amwa-349	93	3	functional	functional	ADJ
amwa-349	93	4	limitations	limitation	NOUN
amwa-349	93	5	•	•	ADP
amwa-349	93	6	opaque	opaque	ADJ
amwa-349	93	7	decision	decision	NOUN
amwa-349	93	8	-	-	PUNCT
amwa-349	93	9	making	make	VERB
amwa-349	93	10	process	process	NOUN
amwa-349	93	11	.	.	PUNCT
amwa-349	94	1	•	•	NUM
amwa-349	94	2	inconsistency	inconsistency	NOUN
amwa-349	94	3	of	of	ADP
amwa-349	94	4	output	output	NOUN
amwa-349	94	5	,	,	PUNCT
amwa-349	94	6	even	even	ADV
amwa-349	94	7	with	with	ADP
amwa-349	94	8	identical	identical	ADJ
amwa-349	94	9	prompts	prompt	NOUN
amwa-349	94	10	.	.	PUNCT
amwa-349	95	1	llm	llm	NOUN
amwa-349	95	2	use	use	VERB
amwa-349	95	3	case	case	NOUN
amwa-349	95	4	“	"	PUNCT
amwa-349	95	5	a	a	DET
amwa-349	95	6	-	-	PUNCT
amwa-349	95	7	list	list	NOUN
amwa-349	95	8	”	"	PUNCT
amwa-349	95	9	augment	augment	NOUN
amwa-349	95	10	:	:	PUNCT
amwa-349	95	11	delegate	delegate	VERB
amwa-349	95	12	specific	specific	ADJ
amwa-349	95	13	tasks	task	NOUN
amwa-349	95	14	to	to	ADP
amwa-349	95	15	the	the	DET
amwa-349	95	16	llm	llm	NOUN
amwa-349	95	17	and	and	CCONJ
amwa-349	95	18	review	review	VERB
amwa-349	95	19	the	the	DET
amwa-349	95	20	outcome	outcome	NOUN
amwa-349	95	21	.	.	PUNCT
amwa-349	96	1	assist	assist	NOUN
amwa-349	96	2	:	:	PUNCT
amwa-349	96	3	collaborate	collaborate	VERB
amwa-349	96	4	with	with	ADP
amwa-349	96	5	the	the	DET
amwa-349	96	6	llm	llm	NOUN
amwa-349	96	7	—	—	PUNCT
amwa-349	96	8	the	the	DET
amwa-349	96	9	model	model	NOUN
amwa-349	96	10	helps	help	VERB
amwa-349	96	11	write	write	VERB
amwa-349	96	12	,	,	PUNCT
amwa-349	96	13	edit	edit	NOUN
amwa-349	96	14	,	,	PUNCT
amwa-349	96	15	and	and	CCONJ
amwa-349	96	16	create	create	VERB
amwa-349	96	17	content	content	NOUN
amwa-349	96	18	.	.	PUNCT
amwa-349	97	1	amplify	amplify	VERB
amwa-349	97	2	:	:	PUNCT
amwa-349	97	3	the	the	DET
amwa-349	97	4	llm	llm	NOUN
amwa-349	97	5	provides	provide	VERB
amwa-349	97	6	new	new	ADJ
amwa-349	97	7	capabilities	capability	NOUN
amwa-349	97	8	,	,	PUNCT
amwa-349	97	9	such	such	ADJ
amwa-349	97	10	as	as	ADP
amwa-349	97	11	coding	code	VERB
amwa-349	97	12	,	,	PUNCT
amwa-349	97	13	creating	create	VERB
amwa-349	97	14	a	a	DET
amwa-349	97	15	data	data	NOUN
amwa-349	97	16	visualization	visualization	NOUN
amwa-349	97	17	,	,	PUNCT
amwa-349	97	18	or	or	CCONJ
amwa-349	97	19	teaching	teach	VERB
amwa-349	97	20	a	a	DET
amwa-349	97	21	new	new	ADJ
amwa-349	97	22	concept	concept	NOUN
amwa-349	97	23	.	.	PUNCT
amwa-349	98	1	figure	figure	NOUN
amwa-349	98	2	2	2	NUM
amwa-349	98	3	.	.	PUNCT
amwa-349	99	1	examples	example	NOUN
amwa-349	99	2	of	of	ADP
amwa-349	99	3	risk	risk	NOUN
amwa-349	99	4	categorization	categorization	NOUN
amwa-349	99	5	for	for	ADP
amwa-349	99	6	llm	llm	NOUN
amwa-349	99	7	tools	tool	NOUN
amwa-349	99	8	.	.	PUNCT
amwa-349	99	9	http://www.amwajournal.org	http://www.amwajournal.org	X
amwa-349	100	1	amwajournal.org	amwajournal.org	X
amwa-349	100	2	14take	14take	NUM
amwa-349	100	3	the	the	DET
amwa-349	100	4	leap	leap	NOUN
amwa-349	100	5	!	!	PUNCT
amwa-349	101	1	steps	step	NOUN
amwa-349	101	2	to	to	PART
amwa-349	101	3	integrate	integrate	VERB
amwa-349	101	4	ai	ai	VERB
amwa-349	101	5	into	into	ADP
amwa-349	101	6	your	your	PRON
amwa-349	101	7	work	work	NOUN
amwa-349	101	8	•	•	NOUN
amwa-349	101	9	not	not	PART
amwa-349	101	10	able	able	ADJ
amwa-349	101	11	to	to	PART
amwa-349	101	12	cite	cite	VERB
amwa-349	101	13	sources	source	NOUN
amwa-349	101	14	(	(	PUNCT
amwa-349	101	15	unless	unless	SCONJ
amwa-349	101	16	equipped	equip	VERB
amwa-349	101	17	with	with	ADP
amwa-349	101	18	rag	rag	NOUN
amwa-349	101	19	technology	technology	NOUN
amwa-349	101	20	)	)	PUNCT
amwa-349	101	21	.	.	PUNCT
amwa-349	102	1	•	•	NOUN
amwa-349	102	2	can	can	AUX
amwa-349	102	3	leak	leak	VERB
amwa-349	102	4	your	your	PRON
amwa-349	102	5	inputs	input	NOUN
amwa-349	102	6	into	into	ADP
amwa-349	102	7	other	other	ADJ
amwa-349	102	8	users	user	NOUN
amwa-349	102	9	’	'	PUNCT
amwa-349	102	10	outputs	output	NOUN
amwa-349	102	11	(	(	PUNCT
amwa-349	102	12	eg	eg	NOUN
amwa-349	102	13	,	,	PUNCT
amwa-349	102	14	proprietary	proprietary	ADJ
amwa-349	102	15	data	datum	NOUN
amwa-349	102	16	,	,	PUNCT
amwa-349	102	17	protected	protect	VERB
amwa-349	102	18	health	health	NOUN
amwa-349	102	19	information	information	NOUN
amwa-349	102	20	)	)	PUNCT
amwa-349	102	21	.	.	PUNCT
amwa-349	103	1	implementing	implement	VERB
amwa-349	103	2	ai	ai	PROPN
amwa-349	103	3	systems	system	NOUN
amwa-349	103	4	presents	present	NOUN
amwa-349	103	5	challenges	challenge	NOUN
amwa-349	103	6	that	that	PRON
amwa-349	103	7	should	should	AUX
amwa-349	103	8	be	be	AUX
amwa-349	103	9	considered	consider	VERB
amwa-349	103	10	as	as	ADP
amwa-349	103	11	part	part	NOUN
amwa-349	103	12	of	of	ADP
amwa-349	103	13	a	a	DET
amwa-349	103	14	risk	risk	NOUN
amwa-349	103	15	assessment	assessment	NOUN
amwa-349	103	16	.	.	PUNCT
amwa-349	104	1	examples	example	NOUN
amwa-349	104	2	of	of	ADP
amwa-349	104	3	implementation	implementation	NOUN
amwa-349	104	4	challengess	challengess	NOUN
amwa-349	104	5	•	•	NUM
amwa-349	104	6	cost	cost	NOUN
amwa-349	104	7	(	(	PUNCT
amwa-349	104	8	including	include	VERB
amwa-349	104	9	employee	employee	NOUN
amwa-349	104	10	time	time	NOUN
amwa-349	104	11	and	and	CCONJ
amwa-349	104	12	opportunity	opportunity	NOUN
amwa-349	104	13	cost	cost	NOUN
amwa-349	104	14	)	)	PUNCT
amwa-349	104	15	.	.	PUNCT
amwa-349	105	1	•	•	NOUN
amwa-349	105	2	obsolescence	obsolescence	NOUN
amwa-349	105	3	as	as	ADP
amwa-349	105	4	ai	ai	PRON
amwa-349	105	5	technology	technology	NOUN
amwa-349	105	6	quickly	quickly	ADV
amwa-349	105	7	advances	advance	NOUN
amwa-349	105	8	.	.	PUNCT
amwa-349	106	1	•	•	NUM
amwa-349	106	2	finding	find	VERB
amwa-349	106	3	legal	legal	ADJ
amwa-349	106	4	,	,	PUNCT
amwa-349	106	5	nonproprietary	nonproprietary	ADJ
amwa-349	106	6	training	training	NOUN
amwa-349	106	7	data	datum	NOUN
amwa-349	106	8	.	.	PUNCT
amwa-349	107	1	risk	risk	NOUN
amwa-349	107	2	evaluations	evaluation	NOUN
amwa-349	107	3	should	should	AUX
amwa-349	107	4	be	be	AUX
amwa-349	107	5	captured	capture	VERB
amwa-349	107	6	together	together	ADV
amwa-349	107	7	with	with	ADP
amwa-349	107	8	planned	planned	ADJ
amwa-349	107	9	risk	risk	NOUN
amwa-349	107	10	mitigation	mitigation	NOUN
amwa-349	107	11	steps	step	NOUN
amwa-349	107	12	in	in	ADP
amwa-349	107	13	a	a	DET
amwa-349	107	14	risk	risk	NOUN
amwa-349	107	15	management	management	NOUN
amwa-349	107	16	plan	plan	NOUN
amwa-349	107	17	.	.	PUNCT
amwa-349	108	1	the	the	DET
amwa-349	108	2	national	national	PROPN
amwa-349	108	3	institute	institute	PROPN
amwa-349	108	4	of	of	ADP
amwa-349	108	5	standards	standard	NOUN
amwa-349	108	6	and	and	CCONJ
amwa-349	108	7	technology	technology	NOUN
amwa-349	108	8	has	have	AUX
amwa-349	108	9	created	create	VERB
amwa-349	108	10	an	an	DET
amwa-349	108	11	ai	ai	NOUN
amwa-349	108	12	risk	risk	NOUN
amwa-349	108	13	management	management	NOUN
amwa-349	108	14	framework	framework	NOUN
amwa-349	108	15	and	and	CCONJ
amwa-349	108	16	playbook	playbook	NOUN
amwa-349	108	17	as	as	ADP
amwa-349	108	18	a	a	DET
amwa-349	108	19	resource	resource	NOUN
amwa-349	108	20	to	to	PART
amwa-349	108	21	complete	complete	VERB
amwa-349	108	22	this	this	DET
amwa-349	108	23	process.5	process.5	NOUN
amwa-349	108	24	ai	ai	VERB
amwa-349	108	25	tool	tool	NOUN
amwa-349	108	26	evaluation	evaluation	NOUN
amwa-349	108	27	with	with	ADP
amwa-349	108	28	a	a	DET
amwa-349	108	29	solid	solid	ADJ
amwa-349	108	30	understanding	understanding	NOUN
amwa-349	108	31	of	of	ADP
amwa-349	108	32	applicable	applicable	ADJ
amwa-349	108	33	use	use	NOUN
amwa-349	108	34	case(s	case(s	NOUN
amwa-349	108	35	)	)	PUNCT
amwa-349	108	36	and	and	CCONJ
amwa-349	108	37	a	a	DET
amwa-349	108	38	defined	define	VERB
amwa-349	108	39	risk	risk	NOUN
amwa-349	108	40	profile	profile	NOUN
amwa-349	108	41	,	,	PUNCT
amwa-349	108	42	it	it	PRON
amwa-349	108	43	is	be	AUX
amwa-349	108	44	time	time	NOUN
amwa-349	108	45	to	to	PART
amwa-349	108	46	select	select	VERB
amwa-349	108	47	an	an	DET
amwa-349	108	48	appropriate	appropriate	ADJ
amwa-349	108	49	tool	tool	NOUN
amwa-349	108	50	to	to	PART
amwa-349	108	51	meet	meet	VERB
amwa-349	108	52	both	both	DET
amwa-349	108	53	criteria	criterion	NOUN
amwa-349	108	54	.	.	PUNCT
amwa-349	109	1	when	when	SCONJ
amwa-349	109	2	evaluating	evaluate	VERB
amwa-349	109	3	a	a	DET
amwa-349	109	4	tool	tool	NOUN
amwa-349	109	5	,	,	PUNCT
amwa-349	109	6	it	it	PRON
amwa-349	109	7	is	be	AUX
amwa-349	109	8	very	very	ADV
amwa-349	109	9	important	important	ADJ
amwa-349	109	10	to	to	PART
amwa-349	109	11	understand	understand	VERB
amwa-349	109	12	which	which	DET
amwa-349	109	13	model	model	NOUN
amwa-349	109	14	the	the	DET
amwa-349	109	15	tool	tool	NOUN
amwa-349	109	16	uses	use	VERB
amwa-349	109	17	and	and	CCONJ
amwa-349	109	18	what	what	PRON
amwa-349	109	19	,	,	PUNCT
amwa-349	109	20	if	if	SCONJ
amwa-349	109	21	any	any	PRON
amwa-349	109	22	,	,	PUNCT
amwa-349	109	23	modifications	modification	NOUN
amwa-349	109	24	have	have	AUX
amwa-349	109	25	been	be	AUX
amwa-349	109	26	made	make	VERB
amwa-349	109	27	to	to	ADP
amwa-349	109	28	the	the	DET
amwa-349	109	29	model	model	NOUN
amwa-349	109	30	–	–	PUNCT
amwa-349	109	31	a	a	DET
amwa-349	109	32	tool	tool	NOUN
amwa-349	109	33	based	base	VERB
amwa-349	109	34	on	on	ADP
amwa-349	109	35	an	an	DET
amwa-349	109	36	earlier	early	ADJ
amwa-349	109	37	llm	llm	NOUN
amwa-349	109	38	may	may	AUX
amwa-349	109	39	be	be	AUX
amwa-349	109	40	a	a	DET
amwa-349	109	41	lot	lot	NOUN
amwa-349	109	42	less	less	ADV
amwa-349	109	43	capable	capable	ADJ
amwa-349	109	44	than	than	ADP
amwa-349	109	45	the	the	DET
amwa-349	109	46	more	more	ADV
amwa-349	109	47	recent	recent	ADJ
amwa-349	109	48	models	model	NOUN
amwa-349	109	49	.	.	PUNCT
amwa-349	110	1	for	for	ADP
amwa-349	110	2	an	an	DET
amwa-349	110	3	expert	expert	NOUN
amwa-349	110	4	system	system	NOUN
amwa-349	110	5	with	with	ADP
amwa-349	110	6	llm	llm	PROPN
amwa-349	110	7	features	feature	NOUN
amwa-349	110	8	,	,	PUNCT
amwa-349	110	9	it	it	PRON
amwa-349	110	10	is	be	AUX
amwa-349	110	11	important	important	ADJ
amwa-349	110	12	to	to	PART
amwa-349	110	13	understand	understand	VERB
amwa-349	110	14	what	what	PRON
amwa-349	110	15	features	feature	NOUN
amwa-349	110	16	of	of	ADP
amwa-349	110	17	the	the	DET
amwa-349	110	18	tool	tool	NOUN
amwa-349	110	19	are	be	AUX
amwa-349	110	20	based	base	VERB
amwa-349	110	21	on	on	ADP
amwa-349	110	22	the	the	DET
amwa-349	110	23	llm	llm	NOUN
amwa-349	110	24	and	and	CCONJ
amwa-349	110	25	what	what	PRON
amwa-349	110	26	features	feature	NOUN
amwa-349	110	27	are	be	AUX
amwa-349	110	28	based	base	VERB
amwa-349	110	29	on	on	ADP
amwa-349	110	30	more	more	ADV
amwa-349	110	31	deterministic	deterministic	ADJ
amwa-349	110	32	programming	programming	NOUN
amwa-349	110	33	so	so	SCONJ
amwa-349	110	34	you	you	PRON
amwa-349	110	35	can	can	AUX
amwa-349	110	36	determine	determine	VERB
amwa-349	110	37	if	if	SCONJ
amwa-349	110	38	the	the	DET
amwa-349	110	39	tool	tool	NOUN
amwa-349	110	40	matches	match	VERB
amwa-349	110	41	your	your	PRON
amwa-349	110	42	risk	risk	NOUN
amwa-349	110	43	profile	profile	NOUN
amwa-349	110	44	.	.	PUNCT
amwa-349	111	1	because	because	SCONJ
amwa-349	111	2	machine	machine	NOUN
amwa-349	111	3	learning	learning	NOUN
amwa-349	111	4	involves	involve	VERB
amwa-349	111	5	various	various	ADJ
amwa-349	111	6	degrees	degree	NOUN
amwa-349	111	7	of	of	ADP
amwa-349	111	8	learning	learning	NOUN
amwa-349	111	9	,	,	PUNCT
amwa-349	111	10	it	it	PRON
amwa-349	111	11	can	can	AUX
amwa-349	111	12	be	be	AUX
amwa-349	111	13	helpful	helpful	ADJ
amwa-349	111	14	to	to	PART
amwa-349	111	15	think	think	VERB
amwa-349	111	16	of	of	ADP
amwa-349	111	17	llm	llm	PROPN
amwa-349	111	18	capabilities	capability	NOUN
amwa-349	111	19	in	in	ADP
amwa-349	111	20	layers	layer	NOUN
amwa-349	111	21	(	(	PUNCT
amwa-349	111	22	figure	figure	NOUN
amwa-349	111	23	3	3	NUM
amwa-349	111	24	):	):	PUNCT
amwa-349	111	25	•	•	ADP
amwa-349	111	26	the	the	DET
amwa-349	111	27	foundation	foundation	NOUN
amwa-349	111	28	model	model	NOUN
amwa-349	111	29	,	,	PUNCT
amwa-349	111	30	like	like	ADP
amwa-349	111	31	gpt-4	gpt-4	NOUN
amwa-349	111	32	in	in	ADP
amwa-349	111	33	chatgpt	chatgpt	NOUN
amwa-349	111	34	,	,	PUNCT
amwa-349	111	35	is	be	AUX
amwa-349	111	36	similar	similar	ADJ
amwa-349	111	37	to	to	ADP
amwa-349	111	38	the	the	DET
amwa-349	111	39	college	college	NOUN
amwa-349	111	40	education	education	NOUN
amwa-349	111	41	of	of	ADP
amwa-349	111	42	a	a	DET
amwa-349	111	43	medical	medical	ADJ
amwa-349	111	44	writer	writer	NOUN
amwa-349	111	45	,	,	PUNCT
amwa-349	111	46	providing	provide	VERB
amwa-349	111	47	a	a	DET
amwa-349	111	48	broad	broad	ADJ
amwa-349	111	49	base	base	NOUN
amwa-349	111	50	of	of	ADP
amwa-349	111	51	knowledge	knowledge	NOUN
amwa-349	111	52	.	.	PUNCT
amwa-349	112	1	•	•	NUM
amwa-349	112	2	fine	fine	ADV
amwa-349	112	3	-	-	PUNCT
amwa-349	112	4	tuning	tune	VERB
amwa-349	112	5	the	the	DET
amwa-349	112	6	model	model	NOUN
amwa-349	112	7	with	with	ADP
amwa-349	112	8	additional	additional	ADJ
amwa-349	112	9	specialty	specialty	NOUN
amwa-349	112	10	data	datum	NOUN
amwa-349	112	11	sets	set	NOUN
amwa-349	112	12	like	like	ADP
amwa-349	112	13	clinical	clinical	ADJ
amwa-349	112	14	study	study	NOUN
amwa-349	112	15	reports	report	NOUN
amwa-349	112	16	is	be	AUX
amwa-349	112	17	similar	similar	ADJ
amwa-349	112	18	to	to	ADP
amwa-349	112	19	the	the	DET
amwa-349	112	20	specialized	specialized	ADJ
amwa-349	112	21	knowledge	knowledge	NOUN
amwa-349	112	22	gained	gain	VERB
amwa-349	112	23	by	by	ADP
amwa-349	112	24	a	a	DET
amwa-349	112	25	medical	medical	ADJ
amwa-349	112	26	writer	writer	NOUN
amwa-349	112	27	in	in	ADP
amwa-349	112	28	a	a	DET
amwa-349	112	29	graduate	graduate	NOUN
amwa-349	112	30	or	or	CCONJ
amwa-349	112	31	certificate	certificate	NOUN
amwa-349	112	32	program	program	NOUN
amwa-349	112	33	.	.	PUNCT
amwa-349	113	1	•	•	NUM
amwa-349	113	2	providing	provide	VERB
amwa-349	113	3	the	the	DET
amwa-349	113	4	model	model	NOUN
amwa-349	113	5	with	with	ADP
amwa-349	113	6	access	access	NOUN
amwa-349	113	7	to	to	ADP
amwa-349	113	8	your	your	PRON
amwa-349	113	9	data	datum	NOUN
amwa-349	113	10	is	be	AUX
amwa-349	113	11	like	like	ADP
amwa-349	113	12	on	on	ADP
amwa-349	113	13	-	-	PUNCT
amwa-349	113	14	the	the	DET
amwa-349	113	15	-	-	PUNCT
amwa-349	113	16	job	job	NOUN
amwa-349	113	17	training	training	NOUN
amwa-349	113	18	.	.	PUNCT
amwa-349	114	1	•	•	NOUN
amwa-349	114	2	finally	finally	ADV
amwa-349	114	3	,	,	PUNCT
amwa-349	114	4	a	a	DET
amwa-349	114	5	collection	collection	NOUN
amwa-349	114	6	of	of	ADP
amwa-349	114	7	proven	prove	VERB
amwa-349	114	8	prompts	prompt	NOUN
amwa-349	114	9	in	in	ADP
amwa-349	114	10	a	a	DET
amwa-349	114	11	prompt	prompt	ADJ
amwa-349	114	12	library	library	NOUN
amwa-349	114	13	mimics	mimic	VERB
amwa-349	114	14	the	the	DET
amwa-349	114	15	efficiency	efficiency	NOUN
amwa-349	114	16	gained	gain	VERB
amwa-349	114	17	with	with	ADP
amwa-349	114	18	work	work	NOUN
amwa-349	114	19	experience	experience	NOUN
amwa-349	114	20	.	.	PUNCT
amwa-349	115	1	when	when	SCONJ
amwa-349	115	2	delegating	delegate	VERB
amwa-349	115	3	a	a	DET
amwa-349	115	4	task	task	NOUN
amwa-349	115	5	to	to	ADP
amwa-349	115	6	a	a	DET
amwa-349	115	7	beginning	begin	VERB
amwa-349	115	8	medical	medical	ADJ
amwa-349	115	9	writer	writer	NOUN
amwa-349	115	10	,	,	PUNCT
amwa-349	115	11	you	you	PRON
amwa-349	115	12	would	would	AUX
amwa-349	115	13	provide	provide	VERB
amwa-349	115	14	more	more	ADJ
amwa-349	115	15	detail	detail	NOUN
amwa-349	115	16	,	,	PUNCT
amwa-349	115	17	instructions	instruction	NOUN
amwa-349	115	18	,	,	PUNCT
amwa-349	115	19	and	and	CCONJ
amwa-349	115	20	follow	follow	VERB
amwa-349	115	21	up	up	ADP
amwa-349	115	22	than	than	SCONJ
amwa-349	115	23	you	you	PRON
amwa-349	115	24	would	would	AUX
amwa-349	115	25	with	with	ADP
amwa-349	115	26	an	an	DET
amwa-349	115	27	experienced	experienced	ADJ
amwa-349	115	28	medical	medical	ADJ
amwa-349	115	29	writer	writer	NOUN
amwa-349	115	30	.	.	PUNCT
amwa-349	116	1	the	the	DET
amwa-349	116	2	same	same	ADJ
amwa-349	116	3	logic	logic	NOUN
amwa-349	116	4	applies	apply	VERB
amwa-349	116	5	to	to	ADP
amwa-349	116	6	llm	llm	PROPN
amwa-349	116	7	tools	tool	NOUN
amwa-349	116	8	.	.	PUNCT
amwa-349	117	1	if	if	SCONJ
amwa-349	117	2	the	the	DET
amwa-349	117	3	tool	tool	NOUN
amwa-349	117	4	has	have	AUX
amwa-349	117	5	limited	limit	VERB
amwa-349	117	6	layers	layer	NOUN
amwa-349	117	7	of	of	ADP
amwa-349	117	8	capability	capability	NOUN
amwa-349	117	9	,	,	PUNCT
amwa-349	117	10	your	your	PRON
amwa-349	117	11	prompt	prompt	NOUN
amwa-349	117	12	needs	need	VERB
amwa-349	117	13	a	a	DET
amwa-349	117	14	lot	lot	NOUN
amwa-349	117	15	of	of	ADP
amwa-349	117	16	context	context	NOUN
amwa-349	117	17	and	and	CCONJ
amwa-349	117	18	specific	specific	ADJ
amwa-349	117	19	instruction	instruction	NOUN
amwa-349	117	20	,	,	PUNCT
amwa-349	117	21	and	and	CCONJ
amwa-349	117	22	your	your	PRON
amwa-349	117	23	output	output	NOUN
amwa-349	117	24	may	may	AUX
amwa-349	117	25	require	require	VERB
amwa-349	117	26	substantial	substantial	ADJ
amwa-349	117	27	revision	revision	NOUN
amwa-349	117	28	.	.	PUNCT
amwa-349	118	1	if	if	SCONJ
amwa-349	118	2	your	your	PRON
amwa-349	118	3	tool	tool	NOUN
amwa-349	118	4	has	have	VERB
amwa-349	118	5	multiple	multiple	ADJ
amwa-349	118	6	layers	layer	NOUN
amwa-349	118	7	of	of	ADP
amwa-349	118	8	capability	capability	NOUN
amwa-349	118	9	,	,	PUNCT
amwa-349	118	10	your	your	PRON
amwa-349	118	11	prompt	prompt	NOUN
amwa-349	118	12	can	can	AUX
amwa-349	118	13	be	be	AUX
amwa-349	118	14	more	more	ADV
amwa-349	118	15	straightforward	straightforward	ADJ
amwa-349	118	16	and	and	CCONJ
amwa-349	118	17	the	the	DET
amwa-349	118	18	quality	quality	NOUN
amwa-349	118	19	of	of	ADP
amwa-349	118	20	the	the	DET
amwa-349	118	21	llm	llm	PROPN
amwa-349	118	22	output	output	NOUN
amwa-349	118	23	will	will	AUX
amwa-349	118	24	require	require	VERB
amwa-349	118	25	fewer	few	ADJ
amwa-349	118	26	edits	edit	NOUN
amwa-349	118	27	.	.	PUNCT
amwa-349	119	1	ai	ai	VERB
amwa-349	119	2	implementation	implementation	NOUN
amwa-349	119	3	and	and	CCONJ
amwa-349	119	4	risk	risk	NOUN
amwa-349	119	5	management	management	NOUN
amwa-349	119	6	after	after	ADP
amwa-349	119	7	choosing	choose	VERB
amwa-349	119	8	your	your	PRON
amwa-349	119	9	use	use	NOUN
amwa-349	119	10	case(s	case(s	NOUN
amwa-349	119	11	)	)	PUNCT
amwa-349	119	12	,	,	PUNCT
amwa-349	119	13	evaluating	evaluate	VERB
amwa-349	119	14	risks	risk	NOUN
amwa-349	119	15	,	,	PUNCT
amwa-349	119	16	and	and	CCONJ
amwa-349	119	17	assessing	assess	VERB
amwa-349	119	18	and	and	CCONJ
amwa-349	119	19	choosing	choose	VERB
amwa-349	119	20	an	an	DET
amwa-349	119	21	ai	ai	NOUN
amwa-349	119	22	tool	tool	NOUN
amwa-349	119	23	,	,	PUNCT
amwa-349	119	24	the	the	DET
amwa-349	119	25	last	last	ADJ
amwa-349	119	26	step	step	NOUN
amwa-349	119	27	in	in	ADP
amwa-349	119	28	the	the	DET
amwa-349	119	29	ai	ai	NOUN
amwa-349	119	30	integration	integration	NOUN
amwa-349	119	31	cycle	cycle	NOUN
amwa-349	119	32	is	be	AUX
amwa-349	119	33	to	to	PART
amwa-349	119	34	integrate	integrate	VERB
amwa-349	119	35	the	the	DET
amwa-349	119	36	tool	tool	NOUN
amwa-349	119	37	into	into	ADP
amwa-349	119	38	your	your	PRON
amwa-349	119	39	work	work	NOUN
amwa-349	119	40	or	or	CCONJ
amwa-349	119	41	organization	organization	NOUN
amwa-349	119	42	.	.	PUNCT
amwa-349	120	1	ai	ai	VERB
amwa-349	120	2	transparency	transparency	NOUN
amwa-349	120	3	is	be	AUX
amwa-349	120	4	critical	critical	ADJ
amwa-349	120	5	before	before	ADV
amwa-349	120	6	,	,	PUNCT
amwa-349	120	7	during	during	ADP
amwa-349	120	8	,	,	PUNCT
amwa-349	120	9	and	and	CCONJ
amwa-349	120	10	after	after	ADP
amwa-349	120	11	implementation	implementation	NOUN
amwa-349	120	12	.	.	PUNCT
amwa-349	121	1	it	it	PRON
amwa-349	121	2	is	be	AUX
amwa-349	121	3	vital	vital	ADJ
amwa-349	121	4	to	to	PART
amwa-349	121	5	address	address	VERB
amwa-349	121	6	reservations	reservation	NOUN
amwa-349	121	7	that	that	SCONJ
amwa-349	121	8	stakeholders	stakeholder	NOUN
amwa-349	121	9	may	may	AUX
amwa-349	121	10	have	have	VERB
amwa-349	121	11	and	and	CCONJ
amwa-349	121	12	set	set	VERB
amwa-349	121	13	guardrails	guardrail	NOUN
amwa-349	121	14	for	for	ADP
amwa-349	121	15	ai	ai	NOUN
amwa-349	121	16	use	use	NOUN
amwa-349	121	17	.	.	PUNCT
amwa-349	122	1	clearly	clearly	ADV
amwa-349	122	2	communicate	communicate	VERB
amwa-349	122	3	to	to	ADP
amwa-349	122	4	partners	partner	NOUN
amwa-349	122	5	and	and	CCONJ
amwa-349	122	6	users	user	NOUN
amwa-349	122	7	what	what	PRON
amwa-349	122	8	the	the	DET
amwa-349	122	9	ai	ai	NOUN
amwa-349	122	10	tool	tool	NOUN
amwa-349	122	11	is	be	AUX
amwa-349	122	12	capable	capable	ADJ
amwa-349	122	13	of	of	ADP
amwa-349	122	14	,	,	PUNCT
amwa-349	122	15	who	who	PRON
amwa-349	122	16	will	will	AUX
amwa-349	122	17	be	be	AUX
amwa-349	122	18	authorized	authorize	VERB
amwa-349	122	19	to	to	PART
amwa-349	122	20	use	use	VERB
amwa-349	122	21	it	it	PRON
amwa-349	122	22	,	,	PUNCT
amwa-349	122	23	when	when	SCONJ
amwa-349	122	24	it	it	PRON
amwa-349	122	25	is	be	AUX
amwa-349	122	26	appropriate	appropriate	ADJ
amwa-349	122	27	to	to	PART
amwa-349	122	28	use	use	VERB
amwa-349	122	29	ai	ai	NOUN
amwa-349	122	30	,	,	PUNCT
amwa-349	122	31	why	why	SCONJ
amwa-349	122	32	this	this	DET
amwa-349	122	33	change	change	NOUN
amwa-349	122	34	is	be	AUX
amwa-349	122	35	being	be	AUX
amwa-349	122	36	made	make	VERB
amwa-349	122	37	,	,	PUNCT
amwa-349	122	38	and	and	CCONJ
amwa-349	122	39	how	how	SCONJ
amwa-349	122	40	to	to	PART
amwa-349	122	41	use	use	VERB
amwa-349	122	42	it	it	PRON
amwa-349	122	43	appropriately	appropriately	ADV
amwa-349	122	44	.	.	PUNCT
amwa-349	123	1	ai	ai	VERB
amwa-349	123	2	policies	policy	NOUN
amwa-349	123	3	to	to	PART
amwa-349	123	4	record	record	VERB
amwa-349	123	5	and	and	CCONJ
amwa-349	123	6	share	share	VERB
amwa-349	123	7	these	these	DET
amwa-349	123	8	principles	principle	NOUN
amwa-349	123	9	are	be	AUX
amwa-349	123	10	becoming	become	VERB
amwa-349	123	11	a	a	DET
amwa-349	123	12	common	common	ADJ
amwa-349	123	13	business	business	NOUN
amwa-349	123	14	practice	practice	NOUN
amwa-349	123	15	.	.	PUNCT
amwa-349	124	1	an	an	DET
amwa-349	124	2	ai	ai	NOUN
amwa-349	124	3	policy	policy	NOUN
amwa-349	124	4	can	can	AUX
amwa-349	124	5	provide	provide	VERB
amwa-349	124	6	rigid	rigid	ADJ
amwa-349	124	7	guardrails	guardrail	NOUN
amwa-349	124	8	to	to	PART
amwa-349	124	9	protect	protect	VERB
amwa-349	124	10	against	against	ADP
amwa-349	124	11	the	the	DET
amwa-349	124	12	risks	risk	NOUN
amwa-349	124	13	identified	identify	VERB
amwa-349	124	14	in	in	ADP
amwa-349	124	15	your	your	PRON
amwa-349	124	16	risk	risk	NOUN
amwa-349	124	17	management	management	NOUN
amwa-349	124	18	framework	framework	NOUN
amwa-349	124	19	.	.	PUNCT
amwa-349	125	1	building	build	VERB
amwa-349	125	2	a	a	DET
amwa-349	125	3	prompt	prompt	ADJ
amwa-349	125	4	library	library	NOUN
amwa-349	125	5	of	of	ADP
amwa-349	125	6	successful	successful	ADJ
amwa-349	125	7	,	,	PUNCT
amwa-349	125	8	reliable	reliable	ADJ
amwa-349	125	9	use	use	NOUN
amwa-349	125	10	cases	case	NOUN
amwa-349	125	11	provides	provide	VERB
amwa-349	125	12	a	a	DET
amwa-349	125	13	set	set	NOUN
amwa-349	125	14	of	of	ADP
amwa-349	125	15	flexible	flexible	ADJ
amwa-349	125	16	guardrails	guardrail	NOUN
amwa-349	125	17	to	to	PART
amwa-349	125	18	further	far	ADV
amwa-349	125	19	improve	improve	VERB
amwa-349	125	20	quality	quality	NOUN
amwa-349	125	21	and	and	CCONJ
amwa-349	125	22	reduce	reduce	VERB
amwa-349	125	23	risk	risk	NOUN
amwa-349	125	24	.	.	PUNCT
amwa-349	126	1	the	the	DET
amwa-349	126	2	plants	plant	NOUN
amwa-349	126	3	acronym	acronym	NOUN
amwa-349	126	4	is	be	AUX
amwa-349	126	5	a	a	DET
amwa-349	126	6	good	good	ADJ
amwa-349	126	7	starting	starting	NOUN
amwa-349	126	8	point	point	NOUN
amwa-349	126	9	for	for	ADP
amwa-349	126	10	building	build	VERB
amwa-349	126	11	a	a	DET
amwa-349	126	12	prompt	prompt	NOUN
amwa-349	126	13	:	:	PUNCT
amwa-349	126	14	persona	persona	NOUN
amwa-349	126	15	,	,	PUNCT
amwa-349	126	16	length	length	NOUN
amwa-349	126	17	,	,	PUNCT
amwa-349	126	18	audience	audience	NOUN
amwa-349	126	19	,	,	PUNCT
amwa-349	126	20	nuance	nuance	NOUN
amwa-349	126	21	,	,	PUNCT
amwa-349	126	22	type	type	NOUN
amwa-349	126	23	,	,	PUNCT
amwa-349	126	24	and	and	CCONJ
amwa-349	126	25	style	style	NOUN
amwa-349	126	26	guide	guide	NOUN
amwa-349	126	27	(	(	PUNCT
amwa-349	126	28	figure	figure	NOUN
amwa-349	126	29	4	4	NUM
amwa-349	126	30	)	)	PUNCT
amwa-349	126	31	.	.	PUNCT
amwa-349	127	1	improve	improve	VERB
amwa-349	127	2	the	the	DET
amwa-349	127	3	probability	probability	NOUN
amwa-349	127	4	of	of	ADP
amwa-349	127	5	successful	successful	ADJ
amwa-349	127	6	implementation	implementation	NOUN
amwa-349	127	7	by	by	ADP
amwa-349	127	8	starting	start	VERB
amwa-349	127	9	with	with	ADP
amwa-349	127	10	1	1	NUM
amwa-349	127	11	or	or	CCONJ
amwa-349	127	12	2	2	NUM
amwa-349	127	13	use	use	NOUN
amwa-349	127	14	cases	case	NOUN
amwa-349	127	15	that	that	SCONJ
amwa-349	127	16	an	an	DET
amwa-349	127	17	llm	llm	NOUN
amwa-349	127	18	can	can	AUX
amwa-349	127	19	consistently	consistently	ADV
amwa-349	127	20	make	make	VERB
amwa-349	127	21	easier	easy	ADJ
amwa-349	127	22	.	.	PUNCT
amwa-349	128	1	this	this	DET
amwa-349	128	2	feeling	feeling	NOUN
amwa-349	128	3	of	of	ADP
amwa-349	128	4	productivity	productivity	NOUN
amwa-349	128	5	and	and	CCONJ
amwa-349	128	6	success	success	NOUN
amwa-349	128	7	can	can	AUX
amwa-349	128	8	spark	spark	VERB
amwa-349	128	9	more	more	ADJ
amwa-349	128	10	interest	interest	NOUN
amwa-349	128	11	in	in	ADP
amwa-349	128	12	trying	try	VERB
amwa-349	128	13	other	other	ADJ
amwa-349	128	14	use	use	NOUN
amwa-349	128	15	cases	case	NOUN
amwa-349	128	16	.	.	PUNCT
amwa-349	129	1	as	as	SCONJ
amwa-349	129	2	you	you	PRON
amwa-349	129	3	explore	explore	VERB
amwa-349	129	4	new	new	ADJ
amwa-349	129	5	use	use	NOUN
amwa-349	129	6	cases	case	NOUN
amwa-349	129	7	,	,	PUNCT
amwa-349	129	8	record	record	NOUN
amwa-349	129	9	not	not	PART
amwa-349	129	10	only	only	ADV
amwa-349	129	11	what	what	PRON
amwa-349	129	12	works	work	VERB
amwa-349	129	13	,	,	PUNCT
amwa-349	129	14	but	but	CCONJ
amwa-349	129	15	what	what	PRON
amwa-349	129	16	does	do	AUX
amwa-349	129	17	not	not	PART
amwa-349	129	18	work	work	VERB
amwa-349	129	19	so	so	SCONJ
amwa-349	129	20	that	that	SCONJ
amwa-349	129	21	those	those	DET
amwa-349	129	22	failed	fail	VERB
amwa-349	129	23	prompts	prompt	NOUN
amwa-349	129	24	can	can	AUX
amwa-349	129	25	be	be	AUX
amwa-349	129	26	potentially	potentially	ADV
amwa-349	129	27	revised	revise	VERB
amwa-349	129	28	or	or	CCONJ
amwa-349	129	29	revisited	revisit	VERB
amwa-349	129	30	as	as	SCONJ
amwa-349	129	31	llm	llm	NOUN
amwa-349	129	32	capability	capability	NOUN
amwa-349	129	33	improves	improve	VERB
amwa-349	129	34	.	.	PUNCT
amwa-349	130	1	sometimes	sometimes	ADV
amwa-349	130	2	a	a	DET
amwa-349	130	3	failed	fail	VERB
amwa-349	130	4	prompt	prompt	NOUN
amwa-349	130	5	can	can	AUX
amwa-349	130	6	become	become	VERB
amwa-349	130	7	successful	successful	ADJ
amwa-349	130	8	when	when	SCONJ
amwa-349	130	9	adding	add	VERB
amwa-349	130	10	one	one	NUM
amwa-349	130	11	or	or	CCONJ
amwa-349	130	12	two	two	NUM
amwa-349	130	13	examples	example	NOUN
amwa-349	130	14	inside	inside	ADP
amwa-349	130	15	the	the	DET
amwa-349	130	16	prompt	prompt	NOUN
amwa-349	130	17	(	(	PUNCT
amwa-349	130	18	also	also	ADV
amwa-349	130	19	known	know	VERB
amwa-349	130	20	as	as	ADP
amwa-349	130	21	one	one	NUM
amwa-349	130	22	-	-	PUNCT
amwa-349	130	23	shot	shot	NOUN
amwa-349	130	24	or	or	CCONJ
amwa-349	130	25	two	two	NUM
amwa-349	130	26	-	-	PUNCT
amwa-349	130	27	shot	shot	NOUN
amwa-349	130	28	prompting	prompting	NOUN
amwa-349	130	29	)	)	PUNCT
amwa-349	130	30	.	.	PUNCT
amwa-349	131	1	figure	figure	NOUN
amwa-349	131	2	3	3	NUM
amwa-349	131	3	.	.	PUNCT
amwa-349	131	4	potential	potential	ADJ
amwa-349	131	5	layers	layer	NOUN
amwa-349	131	6	of	of	ADP
amwa-349	131	7	capability	capability	NOUN
amwa-349	131	8	of	of	ADP
amwa-349	131	9	an	an	DET
amwa-349	131	10	llm	llm	NOUN
amwa-349	131	11	tool	tool	NOUN
amwa-349	131	12	.	.	PUNCT
amwa-349	132	1	llm	llm	PROPN
amwa-349	132	2	,	,	PUNCT
amwa-349	132	3	large	large	ADJ
amwa-349	132	4	language	language	NOUN
amwa-349	132	5	model	model	NOUN
amwa-349	132	6	.	.	PUNCT
amwa-349	132	7	http://www.amwajournal.org	http://www.amwajournal.org	X
amwa-349	133	1	amwajournal.org	amwajournal.org	X
amwa-349	133	2	15take	15take	NUM
amwa-349	133	3	the	the	DET
amwa-349	133	4	leap	leap	NOUN
amwa-349	133	5	!	!	PUNCT
amwa-349	134	1	steps	step	NOUN
amwa-349	134	2	to	to	PART
amwa-349	134	3	integrate	integrate	VERB
amwa-349	134	4	ai	ai	VERB
amwa-349	134	5	into	into	ADP
amwa-349	134	6	your	your	PRON
amwa-349	134	7	work	work	NOUN
amwa-349	134	8	a	a	DET
amwa-349	134	9	vision	vision	NOUN
amwa-349	134	10	for	for	ADP
amwa-349	134	11	the	the	DET
amwa-349	134	12	future	future	ADJ
amwa-349	134	13	medical	medical	ADJ
amwa-349	134	14	writers	writer	NOUN
amwa-349	134	15	must	must	AUX
amwa-349	134	16	have	have	VERB
amwa-349	134	17	involvement	involvement	NOUN
amwa-349	134	18	in	in	ADP
amwa-349	134	19	defining	define	VERB
amwa-349	134	20	the	the	DET
amwa-349	134	21	optimal	optimal	ADJ
amwa-349	134	22	balance	balance	NOUN
amwa-349	134	23	between	between	ADP
amwa-349	134	24	human	human	ADJ
amwa-349	134	25	effort	effort	NOUN
amwa-349	134	26	and	and	CCONJ
amwa-349	134	27	ai	ai	VERB
amwa-349	134	28	assistance	assistance	NOUN
amwa-349	134	29	.	.	PUNCT
amwa-349	135	1	at	at	ADP
amwa-349	135	2	one	one	NUM
amwa-349	135	3	extreme	extreme	ADJ
amwa-349	135	4	,	,	PUNCT
amwa-349	135	5	staying	stay	VERB
amwa-349	135	6	with	with	ADP
amwa-349	135	7	the	the	DET
amwa-349	135	8	status	status	NOUN
amwa-349	135	9	quo	quo	NOUN
amwa-349	135	10	of	of	ADP
amwa-349	135	11	100	100	NUM
amwa-349	135	12	%	%	NOUN
amwa-349	135	13	human	human	ADJ
amwa-349	135	14	effort	effort	NOUN
amwa-349	135	15	in	in	ADP
amwa-349	135	16	drug	drug	NOUN
amwa-349	135	17	development	development	NOUN
amwa-349	135	18	means	mean	VERB
amwa-349	135	19	continuing	continue	VERB
amwa-349	135	20	to	to	PART
amwa-349	135	21	struggle	struggle	VERB
amwa-349	135	22	to	to	PART
amwa-349	135	23	accelerate	accelerate	VERB
amwa-349	135	24	time	time	NOUN
amwa-349	135	25	to	to	ADP
amwa-349	135	26	market	market	NOUN
amwa-349	135	27	and	and	CCONJ
amwa-349	135	28	rising	rise	VERB
amwa-349	135	29	development	development	NOUN
amwa-349	135	30	costs	cost	NOUN
amwa-349	135	31	,	,	PUNCT
amwa-349	135	32	and	and	CCONJ
amwa-349	135	33	potentially	potentially	ADV
amwa-349	135	34	falling	fall	VERB
amwa-349	135	35	behind	behind	ADP
amwa-349	135	36	competitors	competitor	NOUN
amwa-349	135	37	.	.	PUNCT
amwa-349	136	1	on	on	ADP
amwa-349	136	2	the	the	DET
amwa-349	136	3	other	other	ADJ
amwa-349	136	4	extreme	extreme	NOUN
amwa-349	136	5	,	,	PUNCT
amwa-349	136	6	replacing	replace	VERB
amwa-349	136	7	entire	entire	ADJ
amwa-349	136	8	medical	medical	ADJ
amwa-349	136	9	writing	writing	NOUN
amwa-349	136	10	functions	function	NOUN
amwa-349	136	11	with	with	ADP
amwa-349	136	12	ai	ai	VERB
amwa-349	136	13	also	also	ADV
amwa-349	136	14	presents	present	VERB
amwa-349	136	15	risks	risk	NOUN
amwa-349	136	16	.	.	PUNCT
amwa-349	137	1	health	health	NOUN
amwa-349	137	2	authorities	authority	NOUN
amwa-349	137	3	would	would	AUX
amwa-349	137	4	reject	reject	VERB
amwa-349	137	5	applications	application	NOUN
amwa-349	137	6	after	after	ADP
amwa-349	137	7	finding	find	VERB
amwa-349	137	8	missing	missing	ADJ
amwa-349	137	9	submission	submission	NOUN
amwa-349	137	10	elements	element	NOUN
amwa-349	137	11	,	,	PUNCT
amwa-349	137	12	fake	fake	ADJ
amwa-349	137	13	references	reference	NOUN
amwa-349	137	14	,	,	PUNCT
amwa-349	137	15	and	and	CCONJ
amwa-349	137	16	hallucinations	hallucination	NOUN
amwa-349	137	17	.	.	PUNCT
amwa-349	138	1	teams	team	NOUN
amwa-349	138	2	would	would	AUX
amwa-349	138	3	be	be	AUX
amwa-349	138	4	left	leave	VERB
amwa-349	138	5	with	with	ADP
amwa-349	138	6	a	a	DET
amwa-349	138	7	void	void	NOUN
amwa-349	138	8	of	of	ADP
amwa-349	138	9	document	document	NOUN
amwa-349	138	10	leadership	leadership	NOUN
amwa-349	138	11	to	to	PART
amwa-349	138	12	break	break	VERB
amwa-349	138	13	down	down	ADP
amwa-349	138	14	tasks	task	NOUN
amwa-349	138	15	,	,	PUNCT
amwa-349	138	16	set	set	VERB
amwa-349	138	17	timelines	timeline	NOUN
amwa-349	138	18	,	,	PUNCT
amwa-349	138	19	critically	critically	ADV
amwa-349	138	20	evaluate	evaluate	VERB
amwa-349	138	21	sources	source	NOUN
amwa-349	138	22	,	,	PUNCT
amwa-349	138	23	and	and	CCONJ
amwa-349	138	24	gain	gain	VERB
amwa-349	138	25	consensus	consensus	NOUN
amwa-349	138	26	.	.	PUNCT
amwa-349	139	1	now	now	ADV
amwa-349	139	2	is	be	AUX
amwa-349	139	3	the	the	DET
amwa-349	139	4	time	time	NOUN
amwa-349	139	5	for	for	SCONJ
amwa-349	139	6	medical	medical	ADJ
amwa-349	139	7	writers	writer	NOUN
amwa-349	139	8	to	to	PART
amwa-349	139	9	define	define	VERB
amwa-349	139	10	and	and	CCONJ
amwa-349	139	11	advocate	advocate	VERB
amwa-349	139	12	for	for	ADP
amwa-349	139	13	a	a	DET
amwa-349	139	14	synergy	synergy	NOUN
amwa-349	139	15	point	point	NOUN
amwa-349	139	16	that	that	PRON
amwa-349	139	17	combines	combine	VERB
amwa-349	139	18	the	the	DET
amwa-349	139	19	expertise	expertise	NOUN
amwa-349	139	20	of	of	ADP
amwa-349	139	21	medical	medical	ADJ
amwa-349	139	22	writers	writer	NOUN
amwa-349	139	23	with	with	ADP
amwa-349	139	24	the	the	DET
amwa-349	139	25	efficiency	efficiency	NOUN
amwa-349	139	26	of	of	ADP
amwa-349	139	27	ai	ai	NOUN
amwa-349	139	28	.	.	PUNCT
amwa-349	140	1	the	the	DET
amwa-349	140	2	key	key	NOUN
amwa-349	140	3	is	be	AUX
amwa-349	140	4	to	to	PART
amwa-349	140	5	be	be	AUX
amwa-349	140	6	strategic	strategic	ADJ
amwa-349	140	7	,	,	PUNCT
amwa-349	140	8	integrating	integrate	VERB
amwa-349	140	9	ai	ai	VERB
amwa-349	140	10	where	where	SCONJ
amwa-349	140	11	it	it	PRON
amwa-349	140	12	adds	add	VERB
amwa-349	140	13	value	value	NOUN
amwa-349	140	14	and	and	CCONJ
amwa-349	140	15	ensuring	ensure	VERB
amwa-349	140	16	that	that	SCONJ
amwa-349	140	17	the	the	DET
amwa-349	140	18	core	core	NOUN
amwa-349	140	19	responsibilities	responsibility	NOUN
amwa-349	140	20	of	of	ADP
amwa-349	140	21	medical	medical	ADJ
amwa-349	140	22	writing	writing	NOUN
amwa-349	140	23	remain	remain	VERB
amwa-349	140	24	grounded	ground	VERB
amwa-349	140	25	in	in	ADP
amwa-349	140	26	human	human	ADJ
amwa-349	140	27	expertise	expertise	NOUN
amwa-349	140	28	.	.	PUNCT
amwa-349	141	1	acknowledgments	acknowledgment	NOUN
amwa-349	141	2	the	the	DET
amwa-349	141	3	authors	author	NOUN
amwa-349	141	4	acknowledge	acknowledge	VERB
amwa-349	141	5	cathi	cathi	PROPN
amwa-349	141	6	harmon	harmon	PROPN
amwa-349	141	7	for	for	ADP
amwa-349	141	8	her	her	PRON
amwa-349	141	9	contributions	contribution	NOUN
amwa-349	141	10	to	to	ADP
amwa-349	141	11	the	the	DET
amwa-349	141	12	presentation	presentation	NOUN
amwa-349	141	13	that	that	PRON
amwa-349	141	14	preceded	precede	VERB
amwa-349	141	15	this	this	DET
amwa-349	141	16	manuscript	manuscript	NOUN
amwa-349	141	17	.	.	PUNCT
amwa-349	142	1	we	we	PRON
amwa-349	142	2	also	also	ADV
amwa-349	142	3	thank	thank	VERB
amwa-349	142	4	sean	sean	PROPN
amwa-349	142	5	whitsell	whitsell	NOUN
amwa-349	142	6	,	,	PUNCT
amwa-349	142	7	mary	mary	PROPN
amwa-349	142	8	ellis	ellis	PROPN
amwa-349	142	9	bogden	bogden	PROPN
amwa-349	142	10	,	,	PUNCT
amwa-349	142	11	pam	pam	PROPN
amwa-349	142	12	fioritto	fioritto	PROPN
amwa-349	142	13	,	,	PUNCT
amwa-349	142	14	and	and	CCONJ
amwa-349	142	15	ann	ann	PROPN
amwa-349	142	16	winter	winter	PROPN
amwa-349	142	17	-	-	PUNCT
amwa-349	142	18	vann	vann	PROPN
amwa-349	142	19	for	for	ADP
amwa-349	142	20	their	their	PRON
amwa-349	142	21	review	review	NOUN
amwa-349	142	22	of	of	ADP
amwa-349	142	23	the	the	DET
amwa-349	142	24	manuscript	manuscript	NOUN
amwa-349	142	25	.	.	PUNCT
amwa-349	143	1	author	author	NOUN
amwa-349	143	2	declaration	declaration	PROPN
amwa-349	143	3	and	and	CCONJ
amwa-349	143	4	disclosures	disclosure	NOUN
amwa-349	143	5	:	:	PUNCT
amwa-349	143	6	the	the	DET
amwa-349	143	7	authors	author	NOUN
amwa-349	143	8	note	note	VERB
amwa-349	143	9	no	no	DET
amwa-349	143	10	commercial	commercial	ADJ
amwa-349	143	11	associations	association	NOUN
amwa-349	143	12	that	that	PRON
amwa-349	143	13	may	may	AUX
amwa-349	143	14	pose	pose	VERB
amwa-349	143	15	a	a	DET
amwa-349	143	16	conflict	conflict	NOUN
amwa-349	143	17	of	of	ADP
amwa-349	143	18	interest	interest	NOUN
amwa-349	143	19	in	in	ADP
amwa-349	143	20	relation	relation	NOUN
amwa-349	143	21	to	to	ADP
amwa-349	143	22	this	this	DET
amwa-349	143	23	article	article	NOUN
amwa-349	143	24	.	.	PUNCT
amwa-349	144	1	the	the	DET
amwa-349	144	2	authors	author	NOUN
amwa-349	144	3	discuss	discuss	VERB
amwa-349	144	4	multiple	multiple	ADJ
amwa-349	144	5	ai	ai	NOUN
amwa-349	144	6	tools	tool	NOUN
amwa-349	144	7	but	but	CCONJ
amwa-349	144	8	this	this	DET
amwa-349	144	9	article	article	NOUN
amwa-349	144	10	is	be	AUX
amwa-349	144	11	not	not	PART
amwa-349	144	12	intended	intend	VERB
amwa-349	144	13	as	as	ADP
amwa-349	144	14	an	an	DET
amwa-349	144	15	endorsement	endorsement	NOUN
amwa-349	144	16	of	of	ADP
amwa-349	144	17	any	any	DET
amwa-349	144	18	product	product	NOUN
amwa-349	144	19	.	.	PUNCT
amwa-349	145	1	author	author	NOUN
amwa-349	145	2	contact	contact	PROPN
amwa-349	145	3	:	:	PUNCT
amwa-349	145	4	jenni.pickett@whitsellinnovations.com	jenni.pickett@whitsellinnovations.com	X
amwa-349	145	5	references	reference	NOUN
amwa-349	145	6	1	1	NUM
amwa-349	145	7	.	.	PUNCT
amwa-349	145	8	openai	openai	PROPN
amwa-349	145	9	.	.	PUNCT
amwa-349	146	1	introducing	introduce	VERB
amwa-349	146	2	chatgpt	chatgpt	NOUN
amwa-349	146	3	.	.	PUNCT
amwa-349	147	1	openai	openai	PROPN
amwa-349	147	2	.	.	PUNCT
amwa-349	148	1	published	publish	VERB
amwa-349	148	2	november	november	PROPN
amwa-349	148	3	30	30	NUM
amwa-349	148	4	,	,	PUNCT
amwa-349	148	5	2022	2022	NUM
amwa-349	148	6	.	.	PUNCT
amwa-349	149	1	accessed	access	VERB
amwa-349	149	2	january	january	PROPN
amwa-349	149	3	21	21	NUM
amwa-349	149	4	,	,	PUNCT
amwa-349	149	5	2024	2024	NUM
amwa-349	149	6	.	.	PUNCT
amwa-349	150	1	https://openai.com/blog/	https://openai.com/blog/	PROPN
amwa-349	150	2	chatgpt	chatgpt	NOUN
amwa-349	150	3	2	2	NUM
amwa-349	150	4	.	.	PUNCT
amwa-349	150	5	openai	openai	PROPN
amwa-349	150	6	.	.	PUNCT
amwa-349	151	1	chatgpt	chatgpt	NOUN
amwa-349	151	2	can	can	AUX
amwa-349	151	3	now	now	ADV
amwa-349	151	4	see	see	VERB
amwa-349	151	5	,	,	PUNCT
amwa-349	151	6	hear	hear	VERB
amwa-349	151	7	,	,	PUNCT
amwa-349	151	8	and	and	CCONJ
amwa-349	151	9	speak	speak	VERB
amwa-349	151	10	.	.	PUNCT
amwa-349	152	1	openai	openai	PROPN
amwa-349	152	2	.	.	PUNCT
amwa-349	153	1	published	publish	VERB
amwa-349	153	2	september	september	PROPN
amwa-349	153	3	25	25	NUM
amwa-349	153	4	,	,	PUNCT
amwa-349	153	5	2023	2023	NUM
amwa-349	153	6	.	.	PUNCT
amwa-349	154	1	accessed	access	VERB
amwa-349	154	2	january	january	PROPN
amwa-349	154	3	21	21	NUM
amwa-349	154	4	,	,	PUNCT
amwa-349	154	5	2024	2024	NUM
amwa-349	154	6	.	.	PUNCT
amwa-349	155	1	https://openai.com/blog/chatgpt-can-now-see-hear-and-speak	https://openai.com/blog/chatgpt-can-now-see-hear-and-speak	PROPN
amwa-349	155	2	3	3	NUM
amwa-349	155	3	.	.	PUNCT
amwa-349	155	4	ochotny	ochotny	PROPN
amwa-349	155	5	n	n	CCONJ
amwa-349	155	6	,	,	PUNCT
amwa-349	155	7	byram	byram	PROPN
amwa-349	155	8	jk	jk	PROPN
amwa-349	155	9	.	.	PUNCT
amwa-349	156	1	the	the	DET
amwa-349	156	2	use	use	NOUN
amwa-349	156	3	of	of	ADP
amwa-349	156	4	artificial	artificial	ADJ
amwa-349	156	5	intelligence	intelligence	NOUN
amwa-349	156	6	and	and	CCONJ
amwa-349	156	7	machine	machine	NOUN
amwa-349	156	8	learning	learning	NOUN
amwa-349	156	9	in	in	ADP
amwa-349	156	10	clinical	clinical	ADJ
amwa-349	156	11	research	research	NOUN
amwa-349	156	12	and	and	CCONJ
amwa-349	156	13	health	health	NOUN
amwa-349	156	14	care	care	NOUN
amwa-349	156	15	.	.	PUNCT
amwa-349	157	1	amwa	amwa	PROPN
amwa-349	157	2	j.	j.	PROPN
amwa-349	158	1	2023;38(1):30	2023;38(1):30	PROPN
amwa-349	158	2	-	-	SYM
amwa-349	158	3	33	33	NUM
amwa-349	158	4	.	.	PUNCT
amwa-349	159	1	4	4	NUM
amwa-349	159	2	.	.	X
amwa-349	160	1	martineau	martineau	PROPN
amwa-349	160	2	k.	k.	PROPN
amwa-349	161	1	what	what	PRON
amwa-349	161	2	is	be	AUX
amwa-349	161	3	retrieval	retrieval	NOUN
amwa-349	161	4	-	-	PUNCT
amwa-349	161	5	augmented	augment	VERB
amwa-349	161	6	generation	generation	NOUN
amwa-349	161	7	?	?	PUNCT
amwa-349	162	1	ibm	ibm	PROPN
amwa-349	162	2	.	.	PROPN
amwa-349	162	3	published	publish	VERB
amwa-349	162	4	august	august	PROPN
amwa-349	162	5	22	22	NUM
amwa-349	162	6	,	,	PUNCT
amwa-349	162	7	2023	2023	NUM
amwa-349	162	8	.	.	PUNCT
amwa-349	163	1	accessed	access	VERB
amwa-349	163	2	january	january	PROPN
amwa-349	163	3	21	21	NUM
amwa-349	163	4	,	,	PUNCT
amwa-349	163	5	2024	2024	NUM
amwa-349	163	6	.	.	PUNCT
amwa-349	164	1	https://	https://	NOUN
amwa-349	164	2	research.ibm.com/blog/retrieval-augmented-generation-rag	research.ibm.com/blog/retrieval-augmented-generation-rag	NOUN
amwa-349	164	3	5	5	NUM
amwa-349	164	4	.	.	PUNCT
amwa-349	164	5	trustworthy	trustworthy	PROPN
amwa-349	164	6	&	&	CCONJ
amwa-349	164	7	responsible	responsible	ADJ
amwa-349	164	8	ai	ai	PROPN
amwa-349	164	9	resource	resource	NOUN
amwa-349	164	10	center	center	NOUN
amwa-349	164	11	.	.	PUNCT
amwa-349	165	1	knowledge	knowledge	NOUN
amwa-349	165	2	base	base	PROPN
amwa-349	165	3	.	.	PUNCT
amwa-349	166	1	national	national	PROPN
amwa-349	166	2	institute	institute	PROPN
amwa-349	166	3	of	of	ADP
amwa-349	166	4	standards	standard	NOUN
amwa-349	166	5	and	and	CCONJ
amwa-349	166	6	technology	technology	NOUN
amwa-349	166	7	.	.	PUNCT
amwa-349	167	1	published	publish	VERB
amwa-349	167	2	january	january	PROPN
amwa-349	167	3	26	26	NUM
amwa-349	167	4	,	,	PUNCT
amwa-349	167	5	2023	2023	NUM
amwa-349	167	6	.	.	PUNCT
amwa-349	168	1	accessed	access	VERB
amwa-349	168	2	january	january	PROPN
amwa-349	168	3	21	21	NUM
amwa-349	168	4	,	,	PUNCT
amwa-349	168	5	2024	2024	NUM
amwa-349	168	6	.	.	PUNCT
amwa-349	169	1	https://airc.nist.gov/	https://airc.nist.gov/	PROPN
amwa-349	169	2	home	home	NOUN
amwa-349	169	3	figure	figure	NOUN
amwa-349	169	4	4	4	NUM
amwa-349	169	5	.	.	PUNCT
amwa-349	170	1	using	use	VERB
amwa-349	170	2	the	the	DET
amwa-349	170	3	plants	plant	NOUN
amwa-349	170	4	method	method	NOUN
amwa-349	170	5	to	to	PART
amwa-349	170	6	construct	construct	VERB
amwa-349	170	7	an	an	DET
amwa-349	170	8	llm	llm	PROPN
amwa-349	170	9	prompt	prompt	NOUN
amwa-349	170	10	.	.	PUNCT
amwa-349	171	1	llm	llm	ADJ
amwa-349	171	2	,	,	PUNCT
amwa-349	171	3	large	large	ADJ
amwa-349	171	4	language	language	NOUN
amwa-349	171	5	model	model	NOUN
amwa-349	171	6	.	.	PUNCT
amwa-349	172	1	http://www.amwajournal.org	http://www.amwajournal.org	PROPN
amwa-349	172	2	https://openai.com/blog/chatgpt	https://openai.com/blog/chatgpt	NOUN
amwa-349	172	3	https://openai.com/blog/chatgpt	https://openai.com/blog/chatgpt	NOUN
amwa-349	172	4	https://openai.com/blog/chatgpt-can-now-see-hear-and-speak	https://openai.com/blog/chatgpt-can-now-see-hear-and-speak	NOUN
amwa-349	172	5	https://research.ibm.com/blog/retrieval-augmented-generation-rag	https://research.ibm.com/blog/retrieval-augmented-generation-rag	PROPN
amwa-349	172	6	https://research.ibm.com/blog/retrieval-augmented-generation-rag	https://research.ibm.com/blog/retrieval-augmented-generation-rag	NOUN
amwa-349	172	7	https://airc.nist.gov/home	https://airc.nist.gov/home	AUX
amwa-349	172	8	https://airc.nist.gov/home	https://airc.nist.gov/home	VERB