,,ii  #aai? ,,congress  #b;d ,session   
,s4 #ejee  ,,9 ,,! ,,s5ate ,,( ,,!      
,,unit$ ,,/ates  ,july #ba1 #bjbf,mr4   
,w>n] introduc$ ! foll[+ bill2 :i* 0    
read twice & ref]r$ to ! ,committee on  
,f9ance  ,a ,,bill  ,to e/abli% a       
,national ,work=ce ,transition ,bo>d to 
support tra9+ & education activities =  
work]s1 9 response to ! adoption (      
artificial intellig5ce & em]g+          
te*nology1 & = o!r purposes4  #a4 ,%ort 
title ,?is ,act may be cit$ z !         
,national ,work=ce ,transition ,fund    
,act ( #bjbf4  #b4 ,work=ce ,transition 
7a7 ,9 g5]al ,! ,work=ce ,innovation &  
,opportunity ,act 7#bi ,u4,s4,c4 #caja  
et seq47 is am5d$ by /rik+ title ,,iii &
 ins]t+ ! foll[+3  ,,iii ,work=ce       
transition  #cja4 ,purpose ,! purpose ( 
?is title is to assi/ work]s1 employ]s1 
& work=ce developm5t sy/ems 9 navigat+ !
 labor m>ket transitions caus$ by       
increas+ adoption ( artificial          
intellig5ce & em]g+ te*nology by creat+ 
a tempor>y1 t>get$ ,national ,work=ce   

,transition ,fund 7ref]r$ to 9 ?is title
 z ! ,fund7 t-- 7#a7 uses a fund+       
me*anism ti$ to cov]$ artificial        
intellig5ce infra/ructure r ?an tax+    
artificial intellig5ce usage or         
innovation directly2  7#b7 provides     
res\rces = programs t-- 7,a7 7i7 give   
priority = ! activities to work]s       
exp]i5c+ or fac+ employm5t loss or labor
 m>ket disruption2 &  7ii7 support      
transitions ( work]s into /able         
employm5t2 &  7,b7 use adm9i/rable      
eligibility crit]ia bas$ on labor m>ket 
indicators r ?an requir+ individual     
work]s to prove t artificial intellig5ce
 or em]g+ te*nology 0 ! sole or prim>y  
cause ( ! employm5t loss or labor m>ket 
disruption involv$2  7#c7 provides      
res\rces = work=ce developm5t           
activities-- 7,a7 t support mod]nization
 ( labor m>ket in=mation sy/ems1 s      
policymak]s c bett] measure disruption  
due to artificial intellig5ce or em]g+  
te*nology1 work] outcomes1 & job        
quality2  7,b7 t exp& access to tra9+   

s]vices ?r\gh individual tra9+ acc\nts2 
7,c7 t provide limit$ work] transition  
assi/ance2  7,d7 t support sectoral     
work=ce p>tn]%ips1 & tra9+ & cr$5tial   
pa?ways t are portable1 ti$ to labor    
m>ket dem&1 & connect$ to measurable    
outcomes2 &  7,e7 t provide grants to   
employ]s = ret5tion1 r$eploym5t1 or     
responsible transition+ ( work]s1 &     
condition ! grants on work=ce transition
 plans & compacts t address plann+ =    
work] ret5tion1 r$eploym5t1 or          
responsible transition+1 work]          
consultation1 report+1 & recov]y (      
misus$ funds4  #cjb4 ,def9itions ,9 ?is 
title3 7#a7 ,artificial intellig5ce ,!  
t]m artificial intellig5ce has ! mean+  
giv5 ! t]m 9 section #ejjb ( ! ,national
 ,artificial ,intellig5ce ,initiative   
,act ( #bjbj 7#ae ,u4,s4,c4 #idja74     
7#b7 ,em]g+ te*nology ,! t]m em]g+      
te*nology has ! mean+ giv5 ! t]m 9      
section #fgja ( ! ,james ,m4 ,inh(e     
,national ,def5se ,au?orization ,act (  
,fiscal ,ye> #bjbc 7#ej ,u4,s4,c4 #cjbd 

note74  7#c7 ,secret>y ,! t]m ,secret>y1
 )\t fur!r description1 means !         
,secret>y ( ,labor4  7#d7 ,work] ,! t]m 
work]1 )\t fur!r description1 includes a
 /ud5t4  7#e7 ,work=ce ,innovation &    
,opportunity ,act t]ms ,! t]ms c>e]     
pa?way1 dislocat$ work]1 9-dem& indu/ry 
sector or occupation1 in/itution ( high]
 education1 local area1 local bo>d1     
recogniz$ po/second>y cr$5tial1 region1 
,/ate1 ,/ate bo>d1 tra9+ s]vices1 &     
work=ce developm5t activities h ! mean+s
 giv5 ! t]ms 9 section #c4  #cjc4       
,national ,work=ce ,transition ,bo>d    
7a7 ,e/abli%m5t ,! ,secret>y ( ,labor   
%all e/abli% 9 ! ,dep>tm5t ( ,labor a   
,national ,work=ce ,transition ,bo>d    
7ref]r$ to 9 ?is title z ! ,national    
,bo>d7 to c>ry out ! functions describ$ 
9 subsection 7c74 ,! ,national ,bo>d    
%all be head$ by ! ,secret>y ( ,labor1 9
 consultation ) ! ,secret>y ( ,education
 & ! ,secret>y ( ,comm]ce4  7b7         
,memb]%ip  7#a7 ,9 g5]al ,! ,national   
,bo>d %all include-- 7,a7 ! ,secret>y ( 

,labor1 ! ,secret>y ( ,education1 & !   
,secret>y ( ,comm]ce2 &  7,b7 memb]s    
appo9t$ by ! ,secret>y ( ,labor1 9      
consultation ) ! ,secret>y ( ,education 
& ! ,secret>y ( ,comm]ce1 ( :i*-- 7i7   
"o-?ird %all be repres5tatives (        
bus9esses or indu/ry1 includ+           
repres5tatives ( bus9esses or indu/ry   
associations f indu/ry sectors affect$  
by adoption ( artificial intellig5ce or 
em]g+ te*nology1 su* z sectors develop+ 
em]g+ te*nology1 und]go+ occupational & 
task re/ructur+1 or mak+ relat$ labor   
m>ket transitions2  7ii7 "o-?ird %all be
 labor repres5tatives1 includ+          
repres5tatives ( labor organizations1   
work] organizations1 gr\ps t h =m$ work]
 c5t]s1 & organizations repres5t+ work]s
 at risk ( employm5t loss or labor m>ket
 disruption due to ! adoption (         
artificial intellig5ce or em]g+         
te*nology2 &  7iii7 "o-?ird %all be     
repres5tatives ( gov]nm5t1 work=ce      
developm5t bo>ds1 & in/itutions ( high] 
education1 :i* may include ,/ate & local

 (ficials1 & repres5tatives ( ,f$]al    
ag5cies1 ,/ate bo>ds & local bo>ds1     
public or private in/itutions ( high]   
education includ+ community colleges1   
economic developm5t ag5cies1 & o!r      
public education or work=ce developm5t  
ag5cies4  7#b7 ,t]ms ,ea* memb] ( !     
,national ,bo>d %all s]ve = a t]m ( #e  
ye>s4  7c7 ,functions ,! functions ( !  
,national ,bo>d are to advise !         
,secret>ies & provide in=mation to !    
public by-- 7#a7 develop+ an annual     
coord9at$ national /rategy t-- 7,a7     
conta9s in=mation1 prep>$ or compil$ by 
! ,national ,bo>d1 t-- 7i7 provides a   
national work=ce impact assessm5t t     
evaluates h[ ! developm5t & adoption (  
artificial intellig5ce & em]g+ te*nology
 is impact+ ! work=ce2  7ii7 id5tifies  
occupations1 indu/ry sectors1 &         
geographic areas mo/ likely to exp]i5ce 
*ange driv5 by artificial intellig5ce or
 em]g+ te*nology2  7iii7 =eca/s em]g+   
occupations & skill requirem5ts relat$  
to artificial intellig5ce or em]g+      

te*nology2 &  7iv7 evaluates & assesses 
! effectiv5ess ( ! work=ce developm5t   
sy/em1 includ+ labor m>ket in=mation    
ef=ts1 ,f$]al programs1 ,/ate programs1 
programs ( in/itutions ( high]          
education1 & employ]-l$ tra9+           
initiatives1 9 support+ work]s mo/      
likely to exp]i5ce *ange driv5 by       
artificial intellig5ce & em]g+          
te*nology2  7,b7 conta9s !              
recomm5dations ( ! ,national ,bo>d to ! 
,secret>ies-- 7i7 = an annual ,f$]al    
work=ce developm5t plan = activities to 
be c>ri$ out "u section #cje ) am\nts f 
! ,fund1 includ+-- 7,i7 incumb5t work]  
tra9+ programs2  7,,ii7 programs t      
provide tuition assi/ance = /ud5ts      
receiv+ education or tra9+ s]vices2 &   
7,,iii7 programs to /r5g!n ,f$]al &     
,/ate labor m>ket in=mation sy/ems2     
7ii7 ab\t /rategy1 grantmak+ priorities1
 p]=mance measures1 & labor m>ket tr5ds1
 & = annual report+1 relevant to        
activities describ$ 9 clause 7i72 &     
7iii7 ! size ( ! am\nts to be us$ f !   

,fund = ! activities describ$ 9 clause  
7i72 &  7,c7 conta9s ! ,national ,bo>d's
 assessm5t ( ! effectiv5ess ( !         
activities describ$ 9 subp>agraph 7,b72 
&  7#b7 publi%+ an annual report conta9+
 ! national /rategy describ$ 9 p>agraph 
7#a7 & submitt+ ! report to !           
,secret>ies4  7d7 ,p]sonnel  7#a7       
,comp5sation ( memb]s ,a memb] ( !      
,national ,bo>d :o is n an (fic] or     
employee ( ! ,f$]al ,gov]nm5t %all be   
comp5sat$ at a rate equal to ! daily    
equival5t ( ! annual rate ( basic pay   
prescrib$ = level ,,iv ( ! ,executive   
,s*$ule "u section #ecae ( title #e1    
,unit$ ,/ates ,code1 = ea* day 7includ+ 
travel "t7 dur+ :i* ! memb] is engag$ 9 
! p]=mance ( ! duties ( ! ,national     
,bo>d4  7#b7 ,travel exp5ses ,! memb]s (
 ! ,national ,bo>d %all be all[$ travel 
exp5ses1 includ+ p] diem 9 lieu (       
subsi/5ce1 at rates au?oriz$ = employees
 ( ag5cies "u sub*apt] ,i ( *apt] #eg ( 
title #e1 ,unit$ ,/ates ,code1 :ile away
 f _! homes or regul> places ( bus9ess 9

 ! p]=mance ( s]vices = ! ,national     
,bo>d4  7#c7 ,detail ( gov]nm5t         
employees ,any ,f$]al ,gov]nm5t employee
 ( ! ,dep>tm5t ( ,comm]ce1 ,education1  
or ,labor may be detail$ to ! ,national 
,bo>d )\t reimbursem5t1 & su* detail    
%all be )\t int]ruption or loss ( civil 
s]vice /atus or privilege4  7#d7        
,procurem5t ( tempor>y & int]mitt5t     
s]vices ( exp]ts  7,a7 ,9 g5]al ,!      
,secret>y ( ,labor1 9 consultation ) !  
,secret>y ( ,education & ! ,secret>y (  
,comm]ce1 may procure tempor>y &        
int]mitt5t s]vices ( exp]ts to advise ! 
,national ,bo>d "u section #caji7;b7 (  
title #e1 ,unit$ ,/ates ,code1 at rates 
= individuals :i* d n exce$ ! daily     
equival5t ( ! annual rate ( basic pay   
prescrib$ = level ,v ( ! ,executive     
,s*$ule "u section #ecaf ( su* title4   
7,b7 ,types ( exp]ts ,"u subp>agraph    
7,a71 ! ,secret>y ( ,labor may procure !
 tempor>y & int]mitt5t s]vices ( exp]ts 
9 labor economics1 work=ce data1        
artificial intellig5ce or em]g+         

te*nology1 education1 tra9+1 cr$5tial+1 
regional economic developm5t1 public    
sector work=ce ne$s1 or ! "w (          
philan?ropic entities t support work=ce 
developm5t4  7e7 ,def9ition ,9 ?is      
section1 ! t]m ,secret>ies means !      
,secret>y ( ,labor1 ! ,secret>y (       
,education1 & ! ,secret>y ( ,comm]ce4   
#cjd4 ,national ,work=ce ,transition    
,fund  7a7 ,e/abli%m5t ,!re is e/abli%$ 
)9 ! ,treasury ( ! ,unit$ ,/ates a ,fund
 to be kn[n z ! ,national ,work=ce      
,transition ,fund1 consi/+ ( am\nts     
transf]r$ to ! ,fund z provid$ 9 ?is    
section or o!rwise appropriat$ to !     
,fund4  7b7 ,transf] ,! ,secret>y ( !   
,treasury %all make ! transf]s ( am\nts 
requir$ by section #c7;c7 ( ! ,national 
,work=ce ,transition ,fund ,act ( #bjbf4
  7c7 ,fund adm9i/ration  7#a7 ,tru/ee  
,! ,secret>y ( ! ,treasury %all be !    
tru/ee ( ! ,fund4  7#b7 ,inve/m5t  7,a7 
,9 g5]al ,! ,secret>y ( ! ,treasury %all
 inve/ ! portion ( ! ,fund t is n       
requir$ to meet curr5t )drawals4  7,b7  

,int]e/-be>+ obligations ,! inve/m5ts   
may be made only 9 int]e/-be>+          
obligations ( ! ,unit$ ,/ates t are--   
7i7 orig9al issue at ! issue price2 or  
7ii7 out/&+ obligations pur*as$ at m>ket
 price4  7,c7 ,ali5ability ,any         
obligation acquir$ by ! ,fund may be    
sold by ! ,secret>y ( ! ,treasury at !  
m>ket price4  7,d7 ,inve/m5t int]e/ ,!  
int]e/ on & ! proce$s f ! sale or       
r$emption ( any obligation held 9 !     
,fund %all be cr$it$ to ! ,fund4  7d7   
,use ( funds ,am\nts 9 ! ,fund %all only
 be available z specifi$ 9 section #cje 
& to ! ext5t provid$ = by appropriation 
,acts1 = mak+ exp5ditures to c>ry out ! 
provisions ( section #cje4  #cje4 ,use (
 funds  7a7 ,9 g5]al  7#a7 ,p]missible  
activities ,! ,secret>y may use am\nts f
 ! ,fund e/abli%$ "u section #cjd to    
support-- 7,a7 mod]nization ( labor     
m>ket in=mation sy/ems "u subsection    
7b72  7,b7 activities to assi/ work]s 9 
transition+ into /able employm5t "u     
subsection 7c72  7,c7 activities to     

assi/ employ]s ) ret5tion1 r$eploym5t1  
or transition+ ( work]s "u subsection   
7d72 &  7,d7 pilot programs to fur!r    
support work]s1 improve employm5t       
ret5tion1 r$eploym5t1 & transition+     
outcomes1 & mod]nize labor m>ket        
in=mation sy/ems "u subsection 7e74     
7#b7 ,priority populations  7,a7 ,9     
g5]al ,9 c>ry+ out ! activities describ$
 9 subsections 7c7 7o!r ?an p>agraph    
7#c771 7d71 & 7e7 ! ,secret>y %all give 
priority to work]s :o are exp]i5c+ or   
fac+ employm5t loss or o!r labor m>ket  
disruption1 ne$ support 9 transition+   
into /able employm5t1 & are f "o or m   
priority populations consi/+ (-- 7i7    
work]s receiv+ unemploym5t comp5sation2 
7ii7 dislocat$ work]s2  7iii7 work]s ^: 
h\rs1 e>n+s1 or employm5t opportunities 
h mat]ially decl9$2  7iv7 rec5t         
graduates f a second>y s*ool or an      
in/itution ( high] education1 or        
entry-level work]s fac+ decl9+ hir+     
conditions2  7v7 work]s 9 occupations1  
indu/ry sectors1 or regions id5tifi$ by 

! ,secret>y z expos$ to te*nological    
*ange1 animation1 adoption ( artificial 
intellig5ce or em]g+ te*nology1         
occupational re/ructur+1 or decl9+ labor
 dem&2 &  7vi7 work]s seek+ to          
transition into 9-dem& indu/ry sectors  
or occupations4  7,b7 ,eligibility (    
work]s  7i7 ,9 g5]al ,9 ord] to receive 
support ?r\gh activities describ$ 9     
p>agraph 7#a71 no work] %all be requir$ 
to %[ t artificial intellig5ce or em]g+ 
te*nology 0 ! sole or prim>y cause = !  
labor m>ket disruption affect+ ! work]4 
7ii7 ,priority ,! ,secret>y %all det]m9e
 :e!r work]s meet ! requirem5ts (       
subp>agraph 7,a7 by det]m9+ priority    
populations us+ labor m>ket indicators &
 relat$ in=mation su* z unemploym5t     
insurance claims1 wage records1         
occupational employm5t tr5ds1           
entry-level hir+ tr5ds1 employ] reports1
 sectoral disruption1 regional          
displacem5t1 wage losses1 & exposure to 
artificial intellig5ce or em]g+         
te*nology4  7b7 ,work=ce ,data & ,labor 

,m>ket ,in=mation ,sy/ems  7#a7 ,9 g5]al
 ,! ,secret>y may use am\nts f ! ,fund  
to c>ry out activities to /r5g!n ,f$]al 
& ,/ate labor m>ket in=mation sy/ems to 
enable ,f$]al & ,/ate policymak]s to    
bett] id5tify categories ( in=mation1   
includ+-- 7,a7 :]e labor m>ket          
disruption occurs due to ! adoption (   
sy/ems ( artificial intellig5ce or em]g+
 te*nology2  7,b7 types ( work]s :o are 
affect$ by ! adoption ( sy/ems (        
artificial intellig5ce or em]g+         
te*nology2 &  7,c7 :e!r public          
int]v5tions1 relat$ to ! impact (       
artificial intellig5ce or em]g+         
te*nology1 are improv+ employm5t1 e>n+s1
 & job quality4  7#b7 ,in=mation sy/ems 
,9 c>ry+ out ?is subsection1 ! ,secret>y
 %all /r5g!n ,f$]al & ,/ate labor m>ket 
in=mation sy/ems1 includ+-- 7,a7 !      
nationwide work=ce & labor m>ket        
in=mation sy/em describ$ 9 section #ae (
 ! ,wagn]-,peys] ,act 7#bi ,u4,s4,c4    
#dil-#b72  7,b7 any labor m>ket         
in=mation sy/em t ! ,bureau ( ,labor    

,/ati/ics adm9i/]s2  7,c7 any labor     
m>ket in=mation sy/em t ! ,social       
,security ,adm9i/ration adm9i/]s2  7,d7 
any labor m>ket in=mation sy/em t !     
,bureau ( ! ,c5sus adm9i/]s2  7,e7 ,/ate
 labor m>ket in=mation sy/ems1 includ+  
any ,/ate unemploym5t insurance wage    
data sy/em2 &  7,f7 any ,/ate sy/em     
cov]+ data f localiz$ /ati/ical surveys4
  7#c7 ,/udy  7,a7 ,allocation ( ,funds 
,! ,secret>y %all allocate & use        
#c1jjj1jjj f ! ,fund to support-- 7i7 a 
/udy t is conduct$1 & reports t are     
prep>$ & submitt$1 directly or          
indirectly by ! ,secret>y1 "u ?is       
p>agraph2 &  7ii7 an implem5tation plan 
t is prep>$ & submitt$ by ! ,secret>y "u
 subp>agraph 7,g74  7,b7 ,compilation ( 
in=mation ,! /udy conduct$ "u           
subp>agraph 7,a7 %all-- 7i7 id5tify gaps
 91 & make recomm5dations =1 data       
collection = labor m>ket in=mation      
sy/ems1 relat+ to in=mation ne$$ to     
address ! adoption ( artificial         
intellig5ce or em]g+ te*nology1 includ+ 

in=mation-- 7,i7 ab\t em]g+ te*nology2  
7,,ii7 t p]mits occupational data       
re/ructur+2  7,,iii7 ab\t entry-level   
hir+ & o!r hir+ tr5ds2  7,,iv7 ab\t     
work] displacem5t2  7,v7 ab\t e>n+      
outcomes2 &  7,,vi7 ab\t regional labor 
m>ket disruption2 &  7ii7 evaluate &    
provide recomm5dations =-- 7,i7         
integrat+ additional artificial         
intellig5ce que/ions into labor m>ket   
surveys2  7,,ii7 cont9u+ ! incorporation
 ( occupational classification sy/ems   
into labor m>ket reports2  7,,iii7 l9k+ 
cross-ag5cy data measurem5t to produce  
compreh5sive labor m>ket reports2       
7,,iv7 p>tn]+ ) non-public entities to  
produce additional public use labor     
m>ket /ati/ics2 &  7,v7 increas+ !      
frequ5cy ( publi%$ labor m>ket reports4 
7,c7 ,/ate record mod]nization ,! /udy  
conduct$ "u subp>agraph 7,a7 %all       
include an assessm5t ( ,/ate ef=ts to   
mod]nize unemploym5t insurance wage data
 sy/ems & o!r work=ce data              
infra/ructure4  7,d7 ,recomm5dations ,z 

"p ( ! /udy conduct$ "u subp>agraph     
7,a71 ! ,secret>y %all prep>e           
recomm5dations-- 7i7 to ,f$]al ag5cies &
 ea* ,/ate = mod]nization ( labor m>ket 
in=mation sy/ems & relat$ data          
collection by incorporat+ mix$ me?ods ( 
data collect+1 includ+ collection (--   
7,i7 data f onl9e job po/+s2  7,,ii7    
private labor m>ket data2  7,,iii7      
,f$]al /ati/ical data2  7,,iv7          
adm9i/rative data2  7,v7 data f employ] 
surveys2  7,,vi7 data f work] surveys2 &
  7,,vii7 qualitative regional work=ce  
in=mation2 &  7ii7 ab\t ! am\nt ( funds 
t %\ld be allocat$ f ! ,fund to c>ry out
 activities "u p>agraph 7#d74  7,e7     
,ag5cy coord9ation ,9 conduct+ ! /udy "u
 subp>agraph 7,a71 ! ,secret>y %all     
coord9ate activities )-- 7i7 all ,f$]al 
/ati/ical ag5cies1 includ+ ! ,bureau (  
,labor ,/ati/ics & ! ,bureau ( ! ,c5sus2
 &  7ii7 ! ,social ,security            
,adm9i/ration4  7,f7 ,reports  7i7      
,initial report ,n lat] ?an #ij days    
aft] ! date ( enactm5t ( ?is ,act1 !    

,secret>y %all prep>e & submit an       
initial report conta9+ initial results (
 ! /udy & recomm5dations describ$ 9     
subp>agraph 7,d7 to-- 7,i7 all memb]s ( 
! ,national ,bo>d2  7,,ii7 all ,f$]al   
ag5cies2  7,,iii7 ea* ,/ate2  7,,iv7 !  
,committee on ,heal?1 ,education1       
,labor1 & ,p5sions1 ! ,committee on     
,homel& ,security & ,gov]nm5tal         
,affairs1 & ! ,committee on ,f9ance1 ( !
 ,s5ate2 &  7,v7 ! ,committee on        
,education & ,work=ce1 ! ,committee on  
,ov]sight & ,gov]nm5t ,re=m1 & !        
,committee on ,ways & ,means1 ( ! ,h\se 
( ,repres5tatives4  7ii7 ,int]im report 
,n lat] ?an #ahj days aft] ! date (     
enactm5t ( ?is ,act1 ! ,secret>y %all   
prep>e & submit to ! p>ties describ$ 9  
clause 7i7 an int]im report conta9+     
int]im results ( ! /udy & recomm5dations
 describ$ 9 subp>agraph 7,d74  7,g7     
,implem5tation plan ,n lat] ?an #ab     
mon?s aft] ! date ( enactm5t ( ?is ,act1
 ! ,secret>y %all prep>e & submit an    
implem5tation plan to ! p>ties describ$ 

9 subp>agraph 7,f77i7 t includes a      
timel9e & /at$ objectives to c>ry out   
?is subsection4  7#d7 ,mod]nization     
,activities  7,a7 ,funds ,on ! date (   
submission ( ! int]im report "u p>agraph
 7#c77;,f77ii71 ! ,secret>y %all        
allocate f ! ,fund an am\nt1 bas$ on !  
am\nt t ! /udy f9d+s 9 t report         
recomm5d1 to c>ry out activities "u ?is 
p>agraph4  7,b7 ,activities ,! ,secret>y
 may use ! am\nt to-- 7i7 mod]nize      
,f$]al & ,/ate labor m>ket measurem5t & 
report+2  7ii7 promote ,f$]al & ,/ate   
labor m>ket in=mation sy/em mod]nization
 activities t may include-- 7,i7 measur+
 occupational exposure to artificial    
intellig5ce or em]g+ te*nology1 includ+ 
task automation2  7,,ii7 analyz+ *anges 
9 entry-level employm5t2  7,,iii7       
analyz+ hir+ requirem5ts2  7,,iv7       
analyz+ c>e] pa?ways2  7,v7 track+ work]
 displacem5t1 r$eploym5t1 reemploym5t1 &
 e>n+ outcomes2  7,,vi7 analyz+ regional
 impacts ( artificial intellig5ce or    
em]g+ te*nology2 &  7,,vii7 exam9+ !    

relation%ip betwe5 ! adoption (         
artificial intellig5ce or em]g+         
te*nology1 productivity1 employm5t1     
wages1 & job quality2 &  7iii7 create an
 enhanc$ wage record grant program = ea*
 ,/ate to collect occupational data =   
job titles1 h\rs work$1 & job locations1
 consi/5t ) privacy & data security     
laws4  7c7 ,work] transition assi/ance &
 o!r s]vices  7#a7 ,9 g5]al ,! ,secret>y
 may use an am\nt f ! ,fund = a project 
or s]vices to assi/ work]s 9 transition+
 into /able employm5t ?r\gh access to   
tra9+ s]vices ?r\gh individual tra9+    
acc\nts z describ$ 9 p>agraph 7#b71     
cr$5tial pa?ways or programs fund$ ?r\gh
 education & tra9+ grants z describ$ 9  
p>agraph 7#c71 sectoral work=ce p>tn]%ip
 grants z describ$ 9 p>agraph 7#d71 &   
supportive s]vices z describ$ 9 p>agraph
 7#e74  7#b7 ,access to tra9+ s]vices   
?r\gh individual tra9+ acc\nts  7,a7    
,grants to local areas  7i7 ,9 g5]al ,! 
,secret>y %all make grants to local     
areas1 f allocations made "u subp>agraph

 7,b71 = ! provision ( tra9+ s]vices    
?r\gh individual tra9+ acc\nts1 z       
describ$ 9 section #acd7;c77#c77;,f71 to
 any work] eligible "u section          
#acd7;c77#c77;,a71 subject to subsection
 7a77#b74  7ii7 ,exception ,!           
eligibility requirem5ts "u sections     
#acd7;c77#c77;,a77i77,,iii7 &           
#acd7;c77#c77;,a77i77,,iv71             
respectively1 %all n apply to work]s "u 
?is p>agraph4  7,b7 ,allocation ( funds 
,us+ ! sum ! ,secret>y receives f !     
,fund "u p>agraph 7#a7 = s]vices "u ?is 
p>agraph = a fiscal ye>1 ! ,secret>y    
%all allocate to ea* local area = t     
fiscal ye> an am\nt t be>s ! same       
relation%ip to t sum z ! am\nt ! local  
area receives "u section #acc7;b7 = t   
fiscal ye> be>s to ! total am\nt t all  
local areas s receive4  7,c7 ,provid]s  
7i7 ,9 g5]al ,! local area %all ent]    
into agreem5ts ) eligible provid]s to   
provide tra9+ s]vices "u ?is p>agraph1 )
 fund+ provid$ ?r\gh direct paym5ts made
 ?r\gh individual tra9+ acc\nts1        

pursuant to section                     
#acd7;c77#c77;,f77iii74  7ii7 ,eligible 
provid]s ,to be eligible to ent] into an
 agreem5t "u ?is p>agraph1 a provid]    
%all be an eligible provid] ( tra9+     
s]vices "u section #abb4  7iii7         
,application ,to be eligible to ent]    
into su* an agreem5t1 a provid] %all    
submit an application to ! local area at
 su* "t1 9 su* mann]1 & conta9+ su*     
in=mation z ! local area may require1   
includ+1 if ! provid] proposes to       
provide tra9+ s]vices1 in=mation        
demon/rat+ t ! tra9+ s]vices to be      
provid$ w meet quality /&>ds relat$ to--
 7,i7 completion by1 employm5t (1 &     
e>n+s ( work]s2  7,,ii7 if ! s]vices    
lead to a recogniz$ po/second>y         
cr$5tial1 t recogniz$ po/second>y       
cr$5tial & portability ( su* cr$5tial2  
7,,iii7 alignm5t ( ! s]vices ) regional 
labor m>ket ne$s2 &  7,,iv7 co/ to !    
local area & consum] protection (       
work]s4  7#c7 ,education & tra9+ grants 
= cr$5tials 9 9-dem& indu/ry sectors or 

occupations  7,a7 ,grants to ,/ates ,!  
,secret>y %all make grants to ,/ates to 
enable /ud5ts or incumb5t work]s1       
not)/&+ subsection 7a77#b71 to receive  
education or tra9+ s]vices at an        
in/itution ( high] education or f a     
provid] ( tra9+ s]vices1 & a correspond+
 associate or baccalaureate degree1 or  
o!r recogniz$ po/second>y cr$5tial1 9 an
 9-dem& indu/ry sector or occupation4   
7,b7 ,applications ,to be eligible to   
receive a grant "u ?is p>agraph1 a ,/ate
 %all submit an application to !        
,secret>y at su* "t1 9 su* mann]1 &     
conta9+ su* in=mation z ! ,secret>y may 
require4  7,c7 ,transf] to ,/ate high]  
educational entities  7i7 ,9 g5]al ,a   
,/ate t receives a grant "u subp>agraph 
7,a7 %all transf] ! grant funds to !    
appropriate ,/ate high] education ag5cy4
  7ii7 ,adm9i/ration ,^u transf] ( !    
grant funds "u clause 7i71 ! ,/ate high]
 educational entity %all adm9i/] ! grant
 "u ?is p>agraph4  7iii7 ,au?ority  7,i7
 ,9 g5]al ,! ,/ate high] education ag5cy

 %all c>ry out ! goals ( ! grant program
 describ$ 9 subp>agraph 7,a7 & %all--   
7aa7 require eligible in/itutions &     
provid]s to provide data specific to    
/ud5ts or incumb5t work]s1 z applicable2
  7bb7 make f9al decisions on any       
dispute betwe5 an eligible in/itution or
 provid]1 & a /ud5t or incumb5t work]2 &
  7cc7 und]take p]iodic assessm5ts ( !  
ov]all success ( ! grant program "u     
subp>agraph 7,a7 & recomm5d             
modifications1 int]v5tions1 & o!r       
actions bas$ on su* an assessm5t4       
7,,ii7 ,regulations ,! ,/ate high]      
education ag5cy may adopt any regulation
 = ! adm9i/ration ( ! grant program "u  
subp>agraph 7,a7 z ! ,/ate high]        
education ag5cy det]m9es to be necess>y4
  7,d7 ,subgrants to in/itutions ( high]
 education & provid]s  7i7 ,9 g5]al ,a  
,/ate high] education ag5cy t adm9i/]s a
 grant "u ?is p>agraph %all use ! grant 
funds to make subgrants to in/itutions (
 high] education or eligible provid]s ( 
tra9+ s]vices "u section #abb4  7ii7    

,applications ,to be eligible to receive
 a subgrant "u ?is p>agraph1 an         
in/itution or provid] %all submit an    
application to ! ,/ate high] education  
ag5cy at su* "t1 9 su* mann]1 & conta9+ 
su* in=mation z ! ,/ate high] education 
ag5cy may require1 includ+1 if !        
education or tra9+ s]vices lead to a    
recogniz$ po/second>y cr$5tial o!r ?an a
 degree1 in=mation indicat+ ! quality ( 
! program lead+ to ! cr$5tial4  7,e7    
,fund+ = /ud5ts & incumb5t work]s ,an   
in/itution or provid] t receives a      
subgrant "u ?is p>agraph may use !      
subgrant funds to pay = ! co/ ( !       
education or tra9+ s]vices describ$ 9   
subp>agraph 7,a71 except t-- 7i7 !      
in/itution or provid] %all select /ud5ts
 or incumb5t work]s to p>ticipate2  7ii7
 a /ud5t or incumb5t work] :o is select$
 & enrolls 9 ! correspond+ education or 
tra9+ s]vices program %all pay = #a_/c (
 ! co/ ( ! program on enrollm5t2 &      
7iii7 su* a /ud5t or incumb5t work] :o  
does n complete ! program %all pay = an 

additional #a_/c ( t co/4  7#d7         
,sectoral work=ce p>tn]%ip grants  7,a7 
,grants to ,/ates  7i7 ,9 g5]al ,!      
,secret>y %all make grants to ,/ates to 
make subgrants to local bo>ds "u        
subp>agraph 7,b71 to ent] into agreem5ts
 ) eligible entities z describ$ 9       
subp>agraph 7,c7-- 7,i7 to create1 exp&1
 or mod]nize a sectoral work=ce         
p>tn]%ip2 &  7,,ii7 act+ ?r\gh t        
p>tn]%ip1 to assi/ work]s ) c>e] pa?ways
 ti$ to labor m>ket dem&4  7ii7         
,applications ,to be eligible to receive
 a grant "u ?is p>agraph1 a ,/ate %all  
submit an application to ! ,secret>y at 
su* "t1 9 su* mann]1 & conta9+ su*      
in=mation z ! ,secret>y may require4    
7,b7 ,subgrants to local bo>ds  7i7 ,9  
g5]al ,a ,/ate t receives a grant "u    
subp>agraph 7,a7 %all use ! grant funds 
to make subgrants to local bo>ds1 to    
enable ! local bo>ds to ent] into       
agreem5ts "u subp>agraph 7,c74  7ii7    
,applications ,to be eligible to receive
 a subgrant "u ?is p>agraph1 a local    

bo>d %all submit an application to !    
,/ate at su* "t1 9 su* mann]1 & conta9+ 
su* in=mation z ! ,/ate may require1    
includ+ an assurance t ! local bo>d w   
coord9ate activities "u ! subgrant ) !  
activities ( ! local bo>ds c>ry+ out    
simil> activities "u ?is p>agraph 9 !   
,/ates4  7,c7 ,agreem5ts ) eligible     
entities  7i7 ,9 g5]al ,a local bo>d t  
receives a subgrant "u ?is p>agraph %all
 use ! subgrant funds to ent] into      
agreem5ts ) eligible entities4  7ii7    
,eligible entities ,to be eligible to   
ent] into an agreem5t "u ?is p>agraph1  
an entity %all-- 7,i7 relate to-- 7aa7  
an 9-dem& indu/ry sector or occupation2 
or  7bb7 an indu/ry ) high gr[?         
pot5tial1 z det]m9$ by ! local bo>d2 &  
7,,ii7 consi/ (1 or propose to create1 a
 p>tn]%ip ( at lea/ #c ( ! foll[+       
organizations-- 7aa7 employ]s2  7bb7    
labor organizations or o!r work]        
organizations2  7cc7 ,/ate bo>ds2  7dd7 
local bo>ds2  7ee7 community colleges or
 in/itutions ( high] education2  7ff7   

sponsors ( appr5tice%ip programs2  7gg7 
economic developm5t ag5cies2 or  7hh7   
work=ce int]m$i>ies4  7iii7             
,applications ,to be eligible to ent]   
into an agreem5t "u ?is p>agraph1 an    
eligible entity %all submit an          
application to ! local bo>d at su* "t1 9
 su* mann]1 & conta9+ su* in=mation z ! 
local bo>d may require1 includ+1 if !   
c>e] pa?way or o!r program to be provid$
 leads to an indu/ry-recogniz$ cr$5tial1
 in=mation indicat+ ! quality ( ! pa?way
 or program lead+ to ! cr$5tial4  7iv7  
,priority ,9 det]m9+ :i* entities to    
ent] into agreem5ts ) "u ?is p>agraph1 a
 local bo>d %all give priority to       
entities t-- 7,i7 s]ve work]s exp]i5c+  
or fac+ employm5t loss or labor m>ket   
disruption2  7,,ii7 provide portable    
indu/ry-recogniz$ cr$5tials2  7,,iii7   
propose a program ) employ] commitm5ts  
to int]view1 hire1 reta91 r$eploy1 or   
advance individuals :o complete !       
program2  7,,iv7 propose a program t    
includes labor organization or work]    

organization p>ticipation2 or  7,v7     
propose a program t supports jobs t     
provide wages suffici5t = economic      
security or a cr$ible pa?way to su*     
wages4  7v7 ,use ( funds ,an entity t   
ent]s into an agreem5t "u ?is p>agraph  
may use ! funds provid$ ?r\gh !         
agreem5t-- 7,i7 to assi/ work]s 9 pursu+
 c>e] pa?ways t are ti$ to real labor   
m>ket dem& & 9-- 7aa7 9-dem& indu/ry    
sectors & occupations t are important to
 regional or national economic          
resili5ce1 includ+ 9-dem& indu/ry       
sectors & occupations t face p]si/5t    
%ortages ( work]s2 or  7bb7 indu/ry     
sectors & occupations :]e wages1 on !   
date ( ! application ( ! entity1 are l[1
 if fund+ = ! pa?ways or program is ti$ 
to measurable improvem5ts 9 wages1      
b5efits1 c>e] advancem5t1 ret5tion1 or  
job quality1 = work]s2 or  7,,ii7 to    
c>ry out a limit$ portable artificial   
intellig5ce or em]g+ te*nology skills   
cr$5tial pilot program-- 7aa7 to develop
 & provide tra9+ relat+ to common       

basel9e artificial intellig5ce or em]g+ 
te*nology skill /&>ds ) relat$          
cr$5tials1 to provide c>e] pa?ways 9    
9-dem& indu/ry sectors & occupations    
describ$ 9 item 7aa7 or 7bb7 ( subclause
 7,i72 &  7bb7 to assess :e!r ! /&>ds   
w\ld improve work] mobility1 r$uce      
duplicative employ] tra9+1 & make su*   
cr$5tials m transp>5t & useful across   
bus9esses1 occupations1 & indu/ry       
sectors4  7#e7 ,provision ( supportive  
s]vices ,! ,secret>y %all1 9            
consultation ) ! ,national ,bo>d1       
develop supportive s]vices to directly  
support work]s p>ticipat+ 9 an activity 
"u ?is subsection or subsection 7e71 &  
provide ! s]vices1 :i* may include--    
7,a7 h\s+2  7,b7 *ild c>e2  7,c7        
transportation2  7,d7 heal? b5efits2 &  
7,e7 any o!r s]vice ! ,secret>y det]m9es
 to be necess>y to support su* work]s   
dur+ ! transition p]iod4  7#f7 ,/ate    
high] education ag5cy ,z us$ 9 ?is      
subsection1 ! t]m ,/ate high] education 
ag5cy has ! mean+ giv5 ! t]m 9 section  

#ajc ( ! ,high] ,education ,act ( #aife 
7#bj ,u4,s4,c4 #ajjc74  7d7 ,employ]    
ret5tion1 r$eploym5t1 or transition+    
grants  7#a7 ,9 g5]al ,! ,secret>y may  
use an am\nt f ! ,fund = a project t    
supports employ]s 9 reta9+1 r$eploy+1 or
 responsibly transition+ cov]$ work]s1  
?r\gh work=ce transition plans t promote
 acc\ntability1 work] consultation1     
report+ requirem5ts1 & recov]y ( misus$ 
funds4  7#b7 ,grants to ,/ates & local  
bo>ds  7,a7 ,9 g5]al ,! ,secret>y1 9    
c>ry+ out ! project describ$ 9 p>agraph 
7#a71 %all make grants to ,/ates & local
 bo>ds to make subgrants to employ]s "u 
?is subsection4  7,b7 ,applications ,to 
be eligible to receive a grant "u ?is   
subsection1 a ,/ate or local bo>d %all  
submit an application to ! ,secret>y at 
su* "t1 9 su* mann]1 & conta9+ su*      
in=mation z ! ,secret>y may require4    
7#c7 ,subgrants to employ]s  7,a7 ,9    
g5]al ,a ,/ate or local bo>d t receives 
a grant "u ?is subsection %all use !    
grant funds to make subgrants to        

employ]s to support ! employ]s 9 c>ry+  
out initiatives to assi/ cov]$ work]s z 
describ$ 9 p>agraph 7#a74  7,b7 ,work=ce
 transition plans ,to be eligible to    
receive a subgrant "u ?is p>agraph f a  
,/ate or local bo>d1 an employ] %all    
submit a work=ce transition plan to !   
,/ate or local bo>d1 respectively1 at   
su* "t1 9 su* mann]1 & conta9+ su*      
in=mation z ! ,/ate or local bo>d may   
require1 includ+-- 7i7 ! artificial     
intellig5ce or em]g+ te*nology work=ce  
transition compact1 describ$ 9          
subp>agraph 7,c71 t ! employ] has ent]$ 
into ) ! ,secret>y2  7ii7 in=mation     
id5tify+ ! cohort ( cov]$ work]s to be  
s]v$ "u ! initiative2  7iii7 in=mation  
describ+ h[ artificial intellig5ce or   
em]g+ te*nology is *ang+ job design or  
/aff+ ne$s = cov]$ work]s 9 t cohort2   
7iv7 in=mation id5tify+ h[ ! employ] w  
prioritize ret5tion1 r$eploym5t1 or     
responsible transition+1 ov] lay(fs1 =  
cov]$ work]s 9 t cohort2  7v7 an        
explanation ( h[ ! employ] w use !      

subgrant funds ?r\gh ! initiative to    
support paid tra9+1 int]nal r$eploym5t1 
c>e] navigation s]vices1 cr$5tial+1     
placem5t support1 wage support1 or      
supportive s]vices1 = cov]$ work]s 9 t  
cohort2 &  7vi7 if ! initiative to be   
provid$ leads to an indu/ry-recogniz$   
cr$5tial1 in=mation indicat+ ! quality (
 ! initiative lead+ to ! cr$5tial4  7,c7
 ,work=ce transition compact  7i7 ,9    
g5]al ,an employ] seek+ a subgrant "u   
?is subsection %all ent] into a work=ce 
transition compact ) ! ,secret>y4  7ii7 
,provisions ,! compact %all include     
provisions relat+ to ! initiative t--   
7,i7 specify ret5tion1 r$eploym5t1 or   
responsible transition+ t>gets = !      
employ]2  7,,ii7 e/abli% proc$ures =    
notice to & consultation ) ! cov]$      
work]s s]v$ "u ! subgrant2  7,,iii7     
e/abli% wage & b5efit /&>ds = r$eploy$  
cov]$ work]s2  7,,iv7 e/abli% proc$ures 
= report+ on ! outcomes ( ! cov]$ work]s
 s]v$ ?r\gh ! initiative1 & ! job       
*anges1 relat$ to adoption ( artificial 

intellig5ce or em]g+ te*nology1 ( !     
cov]$ work]s2 &  7,v7 e/abli% proc$ures 
= recov]y ( subgrant funds if ! employ] 
fails to satisfy ! requirem5ts ( ?is    
subp>agraph or subp>agraph 7,b71        
respectively4  7#d7 ,cov]$ work] ,9 ?is 
subsection1 ! t]m cov]$ work] means     
7subject to subsection 7a77#b77 a work] 
^: job is expect$ by ! employ] to be    
mat]ially affect$ by adoption (         
artificial intellig5ce or em]g+         
te*nology1 or by a relat$ significant   
task r$esign4  7e7 ,pilot ,programs     
7#a7 ,9 g5]al ,! ,secret>y %all1 9      
consultation ) ! ,national ,bo>d1 use an
 am\nt f ! ,fund to c>ry out a limit$   
pilot program1 to make grants to        
eligible entities = projects ( !        
activities describ$ 9 subsection 7b71   
7c71 or 7d74  7#b7 ,eligible entities   
,to be eligible to receive su* a grant1 
! entity involv$ %all demon/rate t !    
grant fund+ w support ! developm5t &    
c>ry+ out (-- 7,a7 projects t directly  
support work]s1 :i* may include projects

 t provide-- 7i7 wage insurance2  7ii7  
unemploym5t b5efits2  7iii7 portable    
b5efits2  7iv7 te*nology tra9+ &        
education2  7v7 job lic5s+2  7vi7       
appr5tice%ips2 or  7vii7 any o!r        
activity ! ,secret>y det]m9es to be     
necess>y to support work]s dur+ ! p]iod 
9 :i* ! work]s are transition+ into     
/able employm5t2  7,b7 projects t       
improve employm5t transition outcomes = 
! work]s2 or  7,c7 projects t mod]nize  
labor m>ket in=mation sy/ems & relat$   
work=ce data4  7f7 ,supplem5t n supplant
 ,am\nts made available f ! ,fund to    
c>ry out ?is %all supplem5t & n supplant
 o!r ,f$]al1 ,/ate1 local1 or private   
work=ce inve/m5ts1 includ+ employ] labor
 m>ket inve/m5ts1 exp5d$ to c>ry out !  
activities describ$ 9 subsection        
7a77#a74  7g7 ,evaluation & report+     
7#a7 ,p]=mance measures = activities    
7,a7 ,e/abli%m5t ,! ,secret>y1 coord9at+
 activities ) ! ,secret>y ( ,education1 
! ,secret>y ( ,comm]ce1 & ! ,national   
,bo>d1 %all e/abli% p]=mance measures1 )

 indicators & levels ( p]=mance1 = !    
activities c>ri$ out "u subsections 7c71
 7d71 & 7e74 ,! p]=mance measures %all  
indicate results ( ! activities 7includ+
 work] outcomes7 relat+ to employm5t1   
reemploym5t1 ret5tion1 r$eploym5t1      
e>n+s1 cr$5tial completion1 job quality1
 employ] p>ticipation1 regional impacts1
 & outcomes = priority populations4     
7,b7 ,data collection ,recipi5ts (      
grants "u subsection 7c7 or 7e7 &       
employ]s :o are recipi5ts ( subgrants "u
 subsection 7d7 %all collect data f !   
grant or subgrant activities on !       
p]=mance measures1 prep>e reports       
summ>iz+ ! data1 & submit ! reports to !
 ,secret>y4  7#b7 ,/udy & report by     
,secret>y  7,a7 ,/udy ,! ,secret>y %all 
conduct a /udy on ! am\nt ( transf]s    
into & exp5ditures f ! ,fund1 on grants 
aw>d$ "u ?is title1 & on ! impact ( !   
activities c>ri$ out "u ?is title relat+
 to work]s s]v$1 levels ( employ]       
p>ticipation & compliance1 work=ce      
outcomes1 & labor m>ket tr5ds4  7,b7    

,s\rces ,9 conduct+ ! /udy1 ! ,secret>y 
%all consid] data f reports on p]=mance 
measures "u p>agraph 7#a77;,b71 f !     
,f$]al labor m>ket in=mation sy/em1 f   
unemploym5t insurance wage data sy/ems &
 wage records1 in=mation on indu/ry     
sector tr5ds1 & analysis by rese>*]s f  
in/itutions ( high] education t are n   
involv$ 9 ! activities c>ri$ out "u ?is 
section4  7,c7 ,report ,! ,secret>y %all
 prep>e & submit to ,congress a report  
conta9+ ! results ( ! /udy1 &           
recomm5dations = c>ry+ out fur!r        
activities to address ! adoption (      
artificial intellig5ce or em]g+         
te*nology4 ,9 pres5t+ data 9 ! report1  
or any o!r report prep>$ "u ?is title1 !
 ,secret>y %all pres5t aggregate data   
)\t p]sonally id5tifiable in=mation1    
%all protect confid5tial bus9ess        
in=mation & trade secrets1 & %all       
protect work] privacy4  7#c7 ,review &  
report by ,comptroll] ,g5]al  7,a7      
,review ,! ,comptroll] ,g5]al ( ! ,unit$
 ,/ates %all1 n lat] ?an #c ye>s aft] ! 

date ( enactm5t ( ! ,national ,work=ce  
,transition ,fund ,act ( #bjbf1 c>ry out
 a review ( ! activities c>ri$ out "u   
?is title4 ,9 c>ry+ out ! review1 !     
,comptroll] %all assess program         
effectiv5ess1 employ] report+1          
requirem5ts = recov]y ( misus$ funds1   
data mod]nization1 di/ribution (        
b5efits1 & opportunities = improvem5t4  
7,b7 ,report ,! ,comptroll] ,g5]al %all 
prep>e a report conta9+ ! results ( !   
review & submit ! report to ! ,presid5t1
 ! ,committee on ,heal?1 ,education1    
,labor1 & ,p5sions ( ! ,s5ate1 & !      
,committee on ,education & ,work=ce ( ! 
,h\se ( ,repres5tatives4  #cjf4         
,consid]ation ( ext5sion1 modification1 
& t]m9ation  7a7 ,review ,! ,secret>y ( 
,labor1 aft] consultation ) ! ,national 
,bo>d1 ! ,secret>y ( ! ,treasury1 !     
,comptroll] ,g5]al ( ! ,unit$ ,/ates1 & 
! heads ( o!r relevant ,f$]al ag5cies1  
%all conduct a review assess+ :e!r--    
7#a7 labor m>ket conditions w>rant      
ext5d+1 modify+1 or t]m9at+ ! provisions

 ( ?is title & section #c1 & ! am5dm5ts 
made by section #c1 ( ! ,national       
,work=ce ,transition ,fund ( #bjbd2 &   
7#b7 rev5ue f ! ,fund %\ld cont9ue to be
 d$icat$ to c>ry out1 9 response to !   
adoption ( artificial intellig5ce &     
em]g+ te*nology-- 7,a7 mod]nization (   
labor m>ket in=mation sy/ems2  7,b7     
activities to assi/ work]s to transition
 into employm5t2 or  7,c7 activities to 
assi/ employ]s ) ret5tion1 r$eploym5t1  
or transition+ ( work]s4  7b7 ,report   
7#a7 ,cont5ts ,n e>li] ?an #d ye>s or   
lat] ?an #e ye>s aft] ! date ( enactm5t 
( ! ,national ,work=ce ,transition ,fund
 ,act ( #bjbf1 ! ,secret>y %all prep>e a
 report conta9+-- 7,a7 ! results ( !    
review2 &  7,b7 recomm5dations ab\t t   
ext5sion1 modification1 or t]m9ation1   
includ+ :e!r any su* ext5sion %\ld be   
bas$ on labor m>ket indicators1 &1 if s1
 :i* labor m>ket indicators ,congress   
%\ld consid]4  7#b7 ,submission ,!      
,secret>y %all submit ! report to !     
appropriate committees ( ,congress & !  

,presid5t4  7#c7 ,def9ition ,9 ?is      
subsection1 ! t]m appropriate committees
 ( ,congress means-- 7,a7 ! ,committee  
on ,ways & ,means & ! ,committee on     
,education & ,work=ce ( ! ,h\se (       
,repres5tatives2 &  7,b7 ! ,committee on
 ,f9ance & ! ,committee on ,heal?1      
,education1 ,labor1 & ,p5sions ( !      
,s5ate4  4  7b7 ,table ( cont5ts ,!     
table ( cont5ts 9 section #a7;b7 ( !    
,work=ce ,innovation & ,opportunity ,act
 is am5d$ by /rik+ ! items relat+ to    
title ,,iii & ins]t+ ! foll[+3  ,,title 
,,iii--,,work=ce                        
,t,r,a,n,s,i,t,i,o,n,sec4 #cja4         
,purpose4,sec4 #cjb4 ,def9itions4,sec4  
#cjc4 ,national ,work=ce ,transition    
,bo>d4,sec4 #cjd4 ,national ,work=ce    
,transition ,fund4,sec4 #cje4 ,use (    
funds4,sec4 #cjf4 ,consid]ation (       
ext5sion1 modification1 & t]m9ation4  4 
#c4 ,exempt+ ,,ai data c5t]s f bonus    
depreciation  7a7 ,9 g5]al ,section     
#afh7k7 ( ! ,int]nal ,rev5ue ,code (    
#aihf is am5d$-- 7#a7 9 p>agraph 7#i7-- 

7,a7 9 subp>agraph 7,a71 by /rik+ or at 
! end1  7,b7 9 subp>agraph 7,b71 by     
/rik+ ! p]iod at ! end & ins]t+ 1 or1 & 
7,c7 by add+ at ! end ! foll[+ new      
subp>agraph3  7,c7 any prop]ty us$ 9 an 
,,ai data c5t]4  1 &  7#b7 by add+ at ! 
end ! foll[+ new p>agraph3  7#aa7 ,,ai  
data c5t]  7,a7 ,9 g5]al ,= purposes (  
p>agraph 7#i77;,c71 ! t]m ,,ai data c5t]
 means a p]man5t or semip]man5t         
/ructure1 or gr\p ( su* /ructures1 :i*--
 7i7 are d$icat$ to-- 7,i7 ! c5traliz$  
accommodation1 int]connection1 &        
op]ation ( in=mation te*nology & network
 telecommunications equipm5t 7includ+ n 
less ?an #a graphics process+ unit71 &  
7,,ii7 provid+ data /orage1 process+1 & 
transport s]vices1 &  7ii7 at lea/ #bj  
p]c5t ( :i* is us$ = develop+ or op]at+ 
artificial intellig5ce4  7,b7           
,def9itions ,= purposes ( subp>agraph   
7,a7-- 7i7 ,graphics process+ unit ,=   
purposes ( subp>agraph 7,a71 ! t]m      
graphic process+ unit means a specializ$
 electronic circuit design$ to accel]ate

 image r5d]+1 graphics process+1 &      
p>allel computation tasks4  7ii7        
,artificial intellig5ce ,! t]m          
artificial intellig5ce has ! mean+ giv5 
su* t]m 9 section #ejjb ( ! ,national   
,artificial ,intellig5ce ,initiative    
,act ( #bjbj 7#ae ,u4,s4,c4 #idja74  4  
7b7 ,application ( leas$ prop]ty rules  
to ,,ai data c5t]s ,section #afh ( !    
,int]nal ,rev5ue ,code ( #aihf is am5d$ 
by add+ at ! end ! foll[+ new           
subsection3  7o7 ,application ( leas$   
prop]ty rules to ,,ai data c5t]s ,9 !   
case ( any ,,ai data c5t] 7z def9$ 9    
subsection 7k77#aa77 :i* is subject to a
 lease1 ! depreciation d$uction provid$ 
by section #afg7;a7 %all be det]m9$     
pursuant to ! rules "u section          
#a4afg7;a7-#aa7;e77#c77;iii7 ( title    
#bf1 ,code ( ,f$]al ,regulations 7z 9   
effect on ! date ( enactm5t ( ?is       
subsection74  4  7c7 ,transf] to        
,national ,work=ce ,transition ,fund    
7#a7 ,9 g5]al ,! ,secret>y ( ! ,treasury
 7or ! ,secret>y's delegate7 %all1 on an

 annual basis1 transf] to ! ,national   
,work=ce ,transition ,fund 7z e/abli%$  
"u section #cjd ( ! ,work=ce ,innovation
 & ,opportunity ,act71 f am\nts 9 !     
g5]al fund ( ! ,treasury ( ! ,unit$     
,/ates1 an am\nt det]m9$ by ! ,secret>y 
( ! ,treasury 7or ! ,secret>y's         
delegate7 to be equal to ! increase 9   
rev5ue = ! prec$+ #ab-mon? p]iod by     
reason ( ! am5dm5ts made by subsections 
7a7 & 7b74  7#b7 ,t]m9ation ,p>agraph   
7#a7 %all n apply aft] ! date :i* is #e 
ye>s aft] ! date ( enactm5t ( ?is ,act4 
7d7 ,effective date ,! am5dm5ts made by 
?is section %all apply to prop]ty plac$ 
9 s]vice aft] ! date ( enactm5t ( ?is   
,act4  #d4 ,t]m9ation  7a7 ,bonus       
depreciation ,! au?ority provid$ by     
section #c t]m9ates on ! day t is #e    
ye>s aft] ! date ( enactm5t ( ?is ,act4 
7b7 ,work=ce developm5t activities ,!   
au?ority provid$ by ?is ,act 7o!r ?an   
section #c7 & ! am5dm5ts made by section
 #b t]m9ates on ! day t is #e ye>s aft] 
! date ( enactm5t ( ?is ,act4