,i #aai? ,,congress #b;d ,session ,h4 ,r4 #ihfb ,,9 ,,! ,,h\se ,,( ,,repres5tatives ,july #bb1 #bjbf,mr4 ,murphy introduc$ ! foll[+ bill2 :i* 0 ref]r$ to ! ,committee on ,vet]ans' ,affairs ,a ,,bill ,to direct ! ,secret>y ( ,vet]ans ,affairs to seek to ent] into an agreem5t ) a f$]ally fund$ rese>* & developm5t c5t] = ! conduct ( an indep5d5t evaluation ( artificial intellig5ce sy/ems 9 use by ! ,vet]ans ,heal? ,adm9i/ration1 & = o!r purposes4 #a4 ,%ort title ,?is ,act may be cit$ z ! ,responsible ,artificial ,intellig5ce = ,vet]ans ,act ( #bjbf4 #b4 ,indep5d5t evaluation ( artificial intellig5ce sy/ems us$ by ,vet]ans ,heal? ,adm9i/ration 7a7 ,indep5d5t evaluation ,n lat] ?an #ij days aft] ! date ( ! enactm5t ( ?is ,act1 ! ,secret>y ( ,vet]ans ,affairs %all seek to ent] into an agreem5t ) a f$]ally fund$ rese>* & developm5t c5t] = ! conduct ( an indep5d5t evaluation ( artificial intellig5ce sy/ems deploy$1 9 pilot1 or 9 active developm5t1 = cl9ical use )9 ! ,vet]ans ,heal? ,adm9i/ration4 ,an evaluation conduct$ pursuant to su* an agreem5t %all prioritize n few] ?an five artificial intellig5ce sy/ems t are deploy$ at scale or t pres5t an elevat$ cl9ical1 op]ational1 or pati5t safety risk4 7b7 ,matt]s = evaluation ,an indep5d5t evaluation c>ri$ out "u subsection 7a7 %all address ea* ( ! foll[+ ) respect to ! artificial intellig5ce sy/ems evaluat$3 7#a7 ,! integration & op]ational read9ess ( ! sy/ems1 includ+-- 7,a7 ! adequacy ( te*nological infra/ructure support+ deploym5t & scalability2 7,b7 ! int]op]ability ( ! sy/ems ) electronic heal? records1 m$ical devices1 ph>macy sy/ems1 & o!r relevant plat=ms2 & 7,c7 ! effect ( ! sy/em on cl9ical workfl[s1 /aff+ models1 & op]ational processes4 7#b7 ,! gov]nance1 monitor+1 & acc\ntability ( ! sy/ems1 includ+-- 7,a7 ! cl>ity ( responsibility = sy/em outputs1 errors1 & adv]se outcomes2 7,b7 policies gov]n+ cons5t1 data use1 second>y use1 & vet]an data protections2 7,c7 lifecycle managem5t processes1 includ+ model updates1 retra9+1 & v]sion control2 7,d7 ov]sight me*anisms1 int]nal controls1 & audit /ructures2 & 7,e7 compliance ) applicable ,f$]al privacy1 cyb]security1 & heal? in=mation laws4 7#c7 ,! p]=mance & model integrity ( ! sy/ems1 includ+-- 7,a7 quantitative p]=mance metrics1 includ+ accuracy1 s5sitivity1 & specificity1 z applicable2 7,b7 ! pres5ce ( disp>ate p]=mance across demographic gr\ps & ! mitigation ( bias2 7,c7 reliability1 repeatability1 & reproducibility across facilities & vet]an populations2 7,d7 robu/ness to data v>iability & g5]alizability beyond tra9+ environm5ts2 & 7,e7 transp>5cy1 expla9ability1 & int]pretability ( model outputs suffici5t to p]mit cl9ical ov]sight4 7#d7 ,! safety & human ov]sight ( ! sy/ems1 includ+-- 7,a7 ! risk ( pati5t h>m1 includ+ failure modes & escalation pa?ways2 7,b7 safegu>ds ensur+ t ! artificial intellig5ce sy/em functions z a cl9ical decision-support tool & does n supplant cl9ical judgm5t2 & 7,c7 :e!r cl9icians reta9 ! au?ority & te*nical ability to ov]ride or conte/ sy/em outputs4 7#e7 ,! vet]an-c5tric design & adoption ( ! sy/ems1 includ+-- 7,a7 alignm5t ( ! sy/em ) ! ne$s1 accessibility requirem5ts1 & pref]5ces ( vet]ans2 7,b7 usability )9 cl9ical workfl[s2 7,c7 ! availability ( tra9+ res\rces & implem5tation support = cl9ical /aff2 & 7,d7 ! degree ( cl9ician & vet]an tru/ 9 sy/em outputs4 7#f7 ,! co/ & res\rce /ew>d%ip ( ! sy/ems1 includ+-- 7,a7 acquisition1 deploym5t1 su/a9m5t1 & cl\d or compute co/s2 7,b7 evid5ce ( co/-effectiv5ess or co/-utility relative to cl9ical outcomes2 & 7,c7 res\rce implications = /aff+1 adm9i/rative burd51 & sy/em ma9t5ance4 7#g7 ,! transp>5cy & docum5tation ( ! sy/ems1 includ+-- 7,a7 :e!r sy/em logic1 data s\rces1 tra9+ inputs1 & decision pa?ways are suffici5tly docum5t$ & auditable2 & 7,b7 :e!r su* docum5tation is available = ov]sight review4 7#h7 ,! scalability & effect ( ! sy/ems1 includ+-- 7,a7 ! cl9ical effectiv5ess ( ea* sy/em 9 real-_w practice1 includ+ its p]=mance across div]se vet]an populations & c>e sett+s2 7,b7 :e!r ea* sy/em improves cl9ical effici5cy1 includ+ r$uctions 9 adm9i/rative burd51 wait times1 or duplicative s]vices2 7,c7 ! cl9ical utility ( ea* sy/em 9 support+ m$ical decision mak+ & improv+ vet]an c>e outcomes2 & 7,d7 :]e applicable1 ! environm5tal effect ( deploym5t at scale1 includ+ en]gy consumption & su/a9ability implications4 7c7 ,risk-,bas$ selection crit]ia ,9 select+ sy/ems = evaluation pursuant to an agreem5t ent]$ into "u subsection 7a71 ! f$]ally fund$ rese>* & developm5t c5t] %all prioritize artificial intellig5ce sy/ems t-- 7#a7 influ5ce diagnosis1 treatm5t decisions1 triage1 eligibility det]m9ations1 or b5efits adjudication2 7#b7 are deploy$ across multiple m$ical c5t]s or impact a significant vet]an population2 7#c7 are deploy$ at scale across facilities1 programs1 or b5efici>y populations su* t errors1 bias1 or sy/em failure c\ld reasonably affect a significant numb] ( vet]ans2 7#d7 use pr$ictive analytics1 l>ge language models1 imag+ analysis1 or automat$ cl9ical decision-support tools2 or 7#e7 pres5t mat]ial cyb]security1 privacy1 or pati5t-safety risks4 7d7 ,access to in=mation ,! ,secret>y %all ensure t a f$]ally fund$ rese>* & developm5t c5t] t ent]s into an agreem5t "u subsection 7a7 is provid$ ) access to relevant ,dep>tm5t ( ,vet]ans ,affairs in=mation )\t delay & 9 a mann] suffici5t to p]mit completion ( ! evaluation )9 ! timeframe requir$ "u subsection 7e74 ,su* in=mation %all include1 ) respect to artificial intellig5ce sy/ems us$ by ! ,vet]ans ,heal? ,adm9i/ration-- 7#a7 relevant contracts1 te*nical docum5tation1 validation /udies1 & model c>ds2 7#b7 p]=mance data & audit logs2 7#c7 incid5t reports & corrective action plans2 & 7#d7 policies gov]n+ artificial intellig5ce gov]nance1 data use1 & risk managem5t4 7e7 ,report+ requirem5ts 7#a7 ,report on f9d+s ( evaluation 7,a7 ,9 g5]al ,an agreem5t ent]$ into "u subsection 7a7 %all specify t1 n lat] ?an ! date t is "o ye> aft] ! date ( ! agreem5t1 a f$]ally fund$ rese>* & developm5t c5t] agrees to submit to ! ,secret>y & to ! ,committees on ,vet]ans' ,affairs ( ! ,h\se ( ,repres5tatives & ! ,s5ate a report t includes ea* ( ! foll[+3 7i7 ,f9d+s = ea* evaluat$ sy/em4 7ii7 ,id5tification ( mat]ial risks to pati5t safety1 data security1 equity1 or cl9ical integrity4 7iii7 ,recomm5dations = corrective action1 gov]nance improvem5ts1 or susp5sion ( deploym5t :]e w>rant$4 7iv7 ,id5tification ( sy/emic gaps 9 ! artificial intellig5ce gov]nance framework ( ! ,dep>tm5t4 7,b7 ,=m ,! report requir$ by subp>agraph 7,a7 %all be submitt$ 9 unclassifi$ & unr$act$ =m1 b may include a classifi$ annex4 7#b7 ,corrective action plan2 ,dep>tm5t acc\ntability ,n lat] ?an #abj days aft] receipt ( a report "u p>agraph 7#a71 ! ,secret>y %all submit to ! ,committees on ,vet]ans' ,affairs ( ! ,h\se ( ,repres5tatives & ! ,s5ate a report t includes-- 7,a7 a response ( ! ,secret>y address+ ea* f9d+ & recomm5dation conta9$ ! report2 & 7,b7 a corrective action plan t includes-- 7i7 an id5tification ( specific actions ! ,dep>tm5t w take to address ea* f9d+2 7ii7 an assignm5t ( responsibility to appropriate ,dep>tm5t (ficials2 7iii7 measurable mile/ones & deadl9es = implem5tation2 & 7iv7 an id5tification ( any risk t ! ,secret>y det]m9es w rema9 unmitigat$ & ! ju/ification = su* det]m9ation4 7#c7 ,comptroll] ,g5]al review ,n lat] ?an #ahj days aft] submission ( ! corrective action plan "u p>agraph 7#b71 ! ,comptroll] ,g5]al ( ! ,unit$ ,/ates %all-- 7,a7 conduct a review (-- 7i7 ! indep5d5t evaluation c>ri$ out pursuant to subsection 7a72 & 7ii7 ! corrective action plan submitt$ "u p>agraph 7#b7 & ! initial ef=ts ( ! ,secret>y to c>ry out ! plan2 & 7,b7 provide to ! ,committees on ,vet]ans' ,affairs ( ! ,h\se ( ,repres5tatives & ! ,s5ate a brief+ on ! review t includes any recomm5dations ( ! ,comptroll] ,g5]al = improvem5t4 7#d7 ,committee access & transp>5cy ,! ,secret>y %all provide to ! ,committees on ,vet]ans' ,affairs ( ! ,h\se ( ,repres5tatives & ! ,s5ate-- 7,a7 ! full indep5d5t evaluation produc$ pursuant to subsection 7a71 includ+ all support+ analyses & te*nical app5dices2 & 7,b7 any subsequ5t implem5tation updates to ! corrective action plan submitt$ "u p>agraph 7#b71 )\t r$action1 except = in=mation t is classifi$ or o!rwise protect$ by law4 7f7 ,use ( exi/+ funds ,! ,secret>y %all c>ry out ?is section us+ am\nts o!rwise au?oriz$ & appropriat$ to ! ,dep>tm5t4 ,no additional am\nts are au?oriz$ to be appropriat$ to c>ry out ?is section4 7g7 ,artificial intellig5ce def9$ ,9 ?is section1 ! t]m artificial intellig5ce has ! mean+ giv5 t t]m 9 section #ejjb7c7 ( ! ,national ,artificial ,intellig5ce ,initiative ,act ( #bjbj 7division ,e ( ,public ,law #aaf-bhc2 #acd ,/at4 #debc2 #ae ,u4,s4,c4 #idja note74