The Bekenstein bound, topological quantum field theory and pluralistic quantum field theory - Lee...

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7/30/2019 The Bekenstein bound, topological quantum field theory and pluralistic quantum field theory - Lee Smolin http://slidepdf.com/reader/full/the-bekenstein-bound-topological-quantum-field-theory-and-pluralistic-quantum 1/43  f  q  _  b  z  ;  g  q  $  v  c  /  2  8  =  ?  =  :  <  z  1  6  S  h  }  6  2  2  8 CG]G$28/?$7 \oh Ahihes|hbe a`xel. |`}`n`gbcfn vxfe|xd sthnl |oh`qr fel }nxqfnbs|bc vxfe|xd c`sd`n`gr Nhh Sd`nbe Che|hq j`q Gqfzb|f|b`efn ]orsbcs fel Gh`dh|qr Lh}fq|dhe| `j ]orsbcs. \oh ]heesrnzfebf S|f|h Xebzhqsb|r Xebzhqsb|r ]fqi. ]F. XSF 6:?=1 Jhaqxfqr 7. 1==? FAS\QFC\ Fe f}}q`fco |` vxfe|xd gqfzb|r fel c`sd`n`gr bs }q`}`shl afshl `e f sre|ohsbs `j j`xq hnhdhe|s; 6" |oh Ahihes|hbe a`xel fel |oh qhnf|hl o`n`$ gqf}obc or}`|ohsbs `j ‒| O``j| fel Sxssibel. 1" |`}`n`gbcfn vxfe|xd sthnl |oh`qr. 3" f ehw f}}q`fco |` |oh be|hq}qh|f|b`efn bssxhs `j vxfe|xd c`sd`n$ `gr fel <" |oh n``} qh}qhshe|f|b`e j`qdxnf|b`e `j e`e$}hq|xqaf|bzh vxfe|xd gqfzb|r% F sh| `j }`s|xnf|hs fqh lhscqbahl. wobco lhsteh f }nxqfnbs|bc vxfe|xd c`sd`n`gbcfn |oh`qr% \ohsh bec`q}`qf|hs f s|f|bs|bcfn fel qhnf|b`efn f}}q`fco |` |oh be|hq}qh|f|b`e }q`anhd. j`nn`wbeg }q`}`sfns `j Cqfeh fel Q`zhnnb. be wobco |ohqh bs f Obnahq| s}fch fss`cbf|hl |` hfco |bdhnbih a`xelfqr. lbzbl$ beg |oh xebzhqsh be|` |w` }fq|s% F vxfe|xd s|f|h `j |oh xebzhqsh bs fe fssbgedhe| `j f s|f|bs|bcfn s|f|h be|` hfco `j |ohsh Obnahq| s}fchs. sxakhc| |` chq|fbe c`elb|b`es `j c`esbs|hecr wobco c`dh jq`d fe fefnrsbs `j |oh dhf$ sxqhdhe| }q`anhd% F }q`}`sfn j`q f c`ecqh|h qhfnb{f|b`e `j |ohsh }`s|xnf|hs bs lhscqbahl. wobco bs afshl `e chq|fbe qhsxn|s be |oh n``} qh}qhshe|f|b`e fel |`}`n`gbcfn vxfe|xd sthnl |oh`qr. fel be }fq|bcxnfq `e |oh jfc| |of| s}be eh|w`qis fel }xec|xqhl sxqjfchs f}}hfq be a`|o c`e|h|s% \oh Cf}`zbnnf$ Lhnn$Kfc`as`e s`nx|b`e `j |oh c`es|qfbe|s `j vxfe|xd gqfzb|r fqh h}qhsshl vxfe|xd dhcofebcfnnr be |oh nfegxfgh `j Cohqe$Sbd`es |oh`qr. be f wfr |of| nhfls fns` |` |oh sf|bsjfc|b`e `j |oh Ahihes|hbe a`xel% 6

Transcript of The Bekenstein bound, topological quantum field theory and pluralistic quantum field theory - Lee...

Page 1: The Bekenstein bound, topological quantum field theory and pluralistic quantum field theory - Lee Smolin

7/30/2019 The Bekenstein bound, topological quantum field theory and pluralistic quantum field theory - Lee Smolin

http://slidepdf.com/reader/full/the-bekenstein-bound-topological-quantum-field-theory-and-pluralistic-quantum 1/43

 f q _ b z ; g q $ v c / 2 8 = ? = : < z 1 6

 S h } 6 2 2 8

CG]G$28/?$7\oh Ahihes|hbe a`xel.

|`}`n`gbcfn vxfe|xd sthnl |oh`qr

fel }nxqfnbs|bc vxfe|xd c`sd`n`gr

Nhh Sd`nbe∗

Che|hq j`q Gqfzb|f|b`efn ]orsbcs fel Gh`dh|qr 

Lh}fq|dhe| `j ]orsbcs. \oh ]heesrnzfebf S|f|h Xebzhqsb|r 

Xebzhqsb|r ]fqi. ]F. XSF 6:?=1 

Jhaqxfqr 7. 1==?FAS\QFC\

Fe f}}q`fco |` vxfe|xd gqfzb|r fel c`sd`n`gr bs }q`}`shl afshl `e fsre|ohsbs `j j`xq hnhdhe|s; 6" |oh Ahihes|hbe a`xel fel |oh qhnf|hl o`n`$gqf}obc or}`|ohsbs `j ‒| O``j| fel Sxssibel. 1" |`}`n`gbcfn vxfe|xd sthnl|oh`qr. 3" f ehw f}}q`fco |` |oh be|hq}qh|f|b`efn bssxhs `j vxfe|xd c`sd`n$`gr fel <" |oh n``} qh}qhshe|f|b`e j`qdxnf|b`e `j e`e$}hq|xqaf|bzh vxfe|xdgqfzb|r% F sh| `j }`s|xnf|hs fqh lhscqbahl. wobco lhsteh f }nxqfnbs|bc vxfe|xd 

c`sd`n`gbcfn |oh`qr% \ohsh bec`q}`qf|hs f s|f|bs|bcfn fel qhnf|b`efn f}}q`fco|` |oh be|hq}qh|f|b`e }q`anhd. j`nn`wbeg }q`}`sfns `j Cqfeh fel Q`zhnnb. bewobco |ohqh bs f Obnahq| s}fch fss`cbf|hl |` hfco |bdhnbih a`xelfqr. lbzbl$beg |oh xebzhqsh be|` |w` }fq|s% F vxfe|xd s|f|h `j |oh xebzhqsh bs fefssbgedhe| `j f s|f|bs|bcfn s|f|h be|` hfco `j |ohsh Obnahq| s}fchs. sxakhc| |`chq|fbe c`elb|b`es `j c`esbs|hecr wobco c`dh jq`d fe fefnrsbs `j |oh dhf$sxqhdhe| }q`anhd% F }q`}`sfn j`q f c`ecqh|h qhfnb{f|b`e `j |ohsh }`s|xnf|hsbs lhscqbahl. wobco bs afshl `e chq|fbe qhsxn|s be |oh n``} qh}qhshe|f|b`e fel|`}`n`gbcfn vxfe|xd sthnl |oh`qr. fel be }fq|bcxnfq `e |oh jfc| |of| s}beeh|w`qis fel }xec|xqhl sxqjfchs f}}hfq be a`|o c`e|h|s% \oh Cf}`zbnnf$Lhnn$Kfc`as`e s`nx|b`e `j |oh c`es|qfbe|s `j vxfe|xd gqfzb|r fqh h}qhsshlvxfe|xd dhcofebcfnnr be |oh nfegxfgh `j Cohqe$Sbd`es |oh`qr. be f wfr|of| nhfls fns` |` |oh sf|bsjfc|b`e `j |oh Ahihes|hbe a`xel%

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6 Be|q`lxc|b`e

Be |obs }f}hq f ehw f}}q`fco |` |oh }q`anhd `j c`es|qxc|beg f vxfe|xd|oh`qr `j gqfzb|r be |oh c`sd`n`gbcfn c`e|h| bs }q`}`shl% B| bs j`xelhl `eqhsxn|s jq`d j`xq sh}fqf|h lbqhc|b`es `j bezhs|bgf|b`e. wobco fqh;

6" F ehw }`be| `j zbhw |`wfqls |oh be|hq}qh|f|b`e }q`anhd be vxfe|xdc`sd`n`grY6. 1. 3. <T. wobco qhkhc|s |oh blhf |of| f sbegnh vxfe|xd s|f|h. `qf sbegnh Obnahq| s}fch. cfe }q`zblh f c`d}nh|h lhscqb}|b`e `j f cn`shl srs|hdnbih |oh xebzhqsh% Bes|hfl. |oh blhf bs |` fcch}| A`oq‒s `qbgbefn }q`}`sfn|of| |oh vxfe|xd s|f|h qhvxbqhs j`q b|s be|hq}qh|f|b`e f c`e|h| be wobcowh lbs|begxbso |w` sxasrs|hds `j |oh xebzhqsh $|oh vxfe|xd srs|hd fel`ashqzhq% O`whzhq. wh shhi |` qhnf|bzb{h |obs s}nb|. s` |of| |oh a`xelfqr

ah|whhe |oh }fq| `j |oh xebzhqsh |of| bs c`esblhqhl |oh srs|hd fel |of| wobcodbgo| ah c`esblhqhl |oh `ashqzhq dfr ah co`she fqab|qfqbnr% \oh blhf bs |ohe|of| f vxfe|xd |oh`qr `j c`sd`n`gr bs s}hcbsthl ar gbzbeg fe fssbgedhe| `j f Obnahq| s}fch fel fnghaqf `j `ashqzfanhs |` hzhqr }`ssbanh a`xelfqr |of|cfe ah c`esblhqhl |` s}nb| |oh xebzhqsh be|` |w` sxco sxasrs|hds% F vxfe|xds|f|h `j |oh xebzhqsh bs |ohe fe fssbgedhe| `j f s|f|bs|bcfn s|f|h |` hzhqr `eh`j |ohsh Obnahq| s}fchs. sxa khc| |` chq|fbe c`elb|b`es `j c`esbs|hecr% Hfco`j |ohsh s|f|hs bs be|hq}qh|hl |` c`e|fbe |oh bej`qdf|b`e |of| fe `ashqzhq `e`eh sblh `j hfco a`xelfqr dbgo| ofzh fa`x| |oh srs|hd `j |oh `|ohq sblh%

\obs j`qdxnf|b`e |ohe fcch}|s |oh blhf |of| hfco `ashqzhq cfe `enr ofzhbec`d}nh|h bej`qdf|b`e fa`x| |oh xebzhqsh. s` |of| |oh d`s| c`d}nh|h lh$scqb}|b`e }`ssbanh `j |oh xebzhqsh bs gbzhe ar |oh wo nh c`nnhc|b`e `j be$c`d}nh|h. ax| dx|xfnnr c`d}f|banh vxfe|xd s|f|h lhscqb}|b es `j fnn |oh}`ssbanh `ashqzhqs% F| |oh sfdh |bdh. |oh bej`qdf|b`e `j lbhqhe| `ashqzhqsbs. |` s`dh h|he|. lbhqhe|. s` |of| |ohqh bs e` wfr. be }qbecb}nh. |` c`dabeh|oh lhscqb}|b`es `j hfco `ashqzhq |` c`es|qxc| f sbegnh vxfe|xd s|f|h |of|c`xnl gbzh f c`d}nh|h lhscqb}|b`e `j |oh wo`nh xebzhqsh% \obs }`be| `j zbhw.wobco ofs ahhe lhzhn`}hl be c`nnfa`qf|b`e wb|o N`xbs CqfehY6T fel Cfqn`Q`zhnnbY1T fel bs lbscxsshl fns` be }f}hqs ar |ohd. dfr ah cfnnhl }nxqfnbs|bcvxfe|xd dhcofebcs%

1" \oh Ahihes|hbe a`xelY8T. wobco qhvxbqhs. j`q qhfs`es |of| wbnn ahqhzbhwhl be shc|b`e 1. ahn`w. |of| |oh Obnahq| s}fchs fss`cbf|hl |` |bdhnbiha`xelfqbhs `j sthl s}f|bfn fqhf F dxs| ofzh steb|h lbdhesb`e }q`}`q|b`efn |`

hx}/cF/n1]nfeci". wb|o c s`dh sthl lbdhesb`enhss c`es|fe|% \obs ofs qhche|nrnhl ‒|O``j|Y:T fel SxssibelY7. ?T |` dfih |oh „o`n`gqf}obc or}`|ohsbs—. fc$c`qlbeg |` wobco vxfe|xd gqfzb|r dxs| ah xelhqs|``l |` ah c`es|qxc|hljq`d sthnl |oh`qbhs `e |w` lbdhesb`efn sxqjfchs. |of| lhscqbah wof| ie`wn$

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hlgh fe `ashqzhq n``ibeg |oq`xgo |oh sxqjfch f| |oh w`qnl `e |oh `|ohq sblh.

dbgo| ofzh% \oh vxhs|b e ofs |ohe a hhe qfbshl fs |` wof| s}hcbsths |ohsxqjfchs `e wobco |ohsh „o`n`gqf}obc sthnl |oh`qbhs— fqh |` ah lhstehl% \ohfeswhq }nxqfnbs|bc vxfe|xd |oh`qr gbzhs |` |obs vxhs|b`e bs |of| |oh „o`n`$gqf}obc— lhscqb}|b`e dxs| ah f}}nbcfanh |` fer }`ssbanh sxqjfch. s` |of| |oh|fsi `j |oh |oh`qr bs e`| |` }bci `x| chq|fbe sxqjfchs ax| |` }q`zblh |ohc`elb|b`es fel qhnf|b`esob}s |of| o`nl ah|whhe |oh |oh`qbhs `e |oh lbhqhe|sxqjfchs%

3" \`}`n`gbcfn vxfe|xd sthnl |oh`qrY2. 6=. 66T wobco. stqs| `j fnn. }q`zblhshfd}nhs `j }nxqfnbs|bc vxfe|xd |oh`qbhsY6T. fel. shc`elnr. gbzhs xs f sh| `j steb|h lbdhesb`efn Obnahq| s}fchs wb|o wobco |` qhfnb{h |oh Ahihes|hbe a`xel%

<" \oh n``} qh}qhshe|f|b`e f}}q`fco |` e`e$}hq|xqaf|bzh vxfe|xd gqfz$

b|r Y61. 63. 6<. 68. 6:T. fel. be }fq|bcxnfq. |oh ibehdf|bcfn }fq| `j |oh |oh`qr.fss`cbf|hl wb|o |oh lhscqb}|b`e `j s}f|bfnnr lbh`d`q}obsd bezfqbfe| s|f|hsfel `ashqzfanhs be |hqds `j s}be eh|w`qis Y68. 67. 6?. 62. 1=. 16. 11. 13T%Be }fq|bcxnfq. wh dfr dfih xsh `j |oh jfc| |of| |oh sfdh df|ohdf|bcfns|qxc|xqh$ s}be eh|w`qisY1<T$ f}}hfqs fs nfahns `j lbh`d`q}obsd bezfqbfe|s|f|hs be a`|o |oh n``} qh}qhshe|f|b`e j`qdxnf|b`e `j vxfe|xd gqfzb|r felbe |`}`n`gbcfn vxfe|xd sthnl |oh`qrY2. 18. 1:T%

@eh `j |oh d`|bzf|b`es j`q |oh }qhshe| w`qi bs f s|xlr qhche|nr cfqqbhl`x| ar |oh fx|o`q `j vxfe|xd ghehqfn qhnf|bzb|r be |oh }qhshech `j f }fq|bc$xnfq sh| `j a`xelfqr c`elb|b`esY17T% Be |obs c`e|h|. |oh f}}hfqfech `j |ohs}be eh|w`qis fs nfahns `j s|f|hs be |ohsh |w` |oh`qbhs wfs xshl |` c`es|qxc|

s|f|h s}fchs |of| qh}qhshe| |oh fnghaqf `j `ashqzfanhs `j ghehqfn qhnf|bzb|r `ef |bdhnbih a`xelfqr `x| `j |oh Obnahq| s}fchs `j chq|fbe Cohqe$Sbd`es |oh`$qbhs% B| wfs |ohe ef|xqfn |` c`e|hd}nf|h |oh c`ekhc|xqh |of| |oh `ashqzfanhsdhfsxqhl `e |oh a`xelfqr fqh sxfficbhe| |` lh|hqdbeh |oh vxfe|xd s|f|h`j |oh srs|hd% Bj |obs c`ekhc|xqh bs |qxh b| dhfes |of| |oh wo`nh }orsbcfns|f|h s}fch j`q vxfe|xd ghehqfn qhnf|bzb|r. be |oh }qhshech `j |ohsh a`xel$fqr c`elb|b`es. cfe ah c`es|qxc|hl jq`d lbqhc| }q`lxc|s `j s|f|h s}fchs j`qCohqe$Sbd`es |oh`qr% Jxq|ohq. |oh c`qqhs}`elhech ah|whhe s}be fel fqhfnhfls |` |oh qhsxn| |of| |oh s|f|h s}fchs j`q vxfe|xd gqfzb|r c`es|qxc|hlbe |obs wfr sf|bsjr |oh Ahihes|hbe a`xel% \obs bs a hcfxsh |ohr ofzh |oh}q`}hq|r |of| `ech |oh dh|qbc `j |oh a`xelfqr bs dhfsxqhl. |oh s}fch `j s|f|hs fcchssbanh ar dhfsxqhdhe|s `e |oh a`xelfqr bs qhlxchl |` f steb|hlbdhesb`efn sxas}fch. wo`sh lbdhesb`e gqhw wb|o |oh h}`ehe|bfn `j |ohfqhf%

\obs w`qi wfs cfqqbhl `x| be f nhss ghehqfn c`e|h| |ofe |of| c`e|hd$}nf|hl ohqh. be wobco s|f|h s}fchs fqh |` ah fss`cbf|hl wb|o fer }`ssbanh

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|bdhnbih a`xelfqr lbzblbeg |oh xebzhqsh be|` |w` }fq|s. e` df||hq wof|

c`elb|b`es fqh sf|bssthl `e b|% O`whzhq. b|s qhsxn|s fqh }fq| `j |oh d`|bzf$|b`e j`q |obs }q`}`sfn% Belhhl. B wbnn fqgxh a hn`w |of| ghehqfn jhf|xqhs `j |obs c`es|qxc|b`e. fel be }fq|bcxnfq |oh lhc`d}`sb|b`e `j s|f|h s}fchs j`qvxfe|xd gqfzb|r be |hqds `j |oh Obnahq| s}fchs `j |`}`n`gbcfn vxfe|xd sthnl|oh`qbhs. dfr ah qhfnb{hl be |obs d`qh ghehqfn c`e|h|%

Fe`|ohq d`|bzf|b`e j`q |obs }q`}`sfn bs |` |qr |` qhzhqsh |oh xsxfn s|qf|$hgr `j c`es|qxc|beg f vxfe|xd |oh`qr `j gqfzb|r fel |` |fih |oh }`be| `j zbhw |of|. qf|ohq |ofe lhqbzbeg |of| |oh`qr lbqhc|nr jq`d |oh cnfssbcfn |oh`qrar j`nn`wbeg s`dh d`qh `q nhss whnn lhstehl vxfe|b{f|b`e }q`chlxqh. |oh g`fnbs |` j`qdxnf|h f sh| `j }`s|xnf|hs |of| lhsteh |oh |oh`qr lbqhc|nrY1?T% \ohbes}bqf|b`e j`q |ohsh }`s|xnf|hs bs chq|fbe qhsxn|s fel c`ekhc|xqhs wobco ofzh

fqbshe be |oh c`xqsh `j bezhs|bgf|b`es `j |oh vxfe|b{f|b`e `j cnfssbcfn gqfzb$|f|b`efn |oh`qbhs% \oh o`}h bs |of| |ohqh dfr ah f sh| `j sxco }`s|xnf|hs|of| fqh sxfficbhe| |` j`xel f |oh`qr wobco bs whnn lhstehl. ofs f dhfebegjxn}orsbcfn be|hq}qh|f|b`e fel f| |oh sfdh |bdh fnn`ws a`|o cnfssbcfn ghehqfnqhnf|bzb|r fel vxfe|xd sthnl |oh`qr `e sthl afcigq`xels hdhqgh fs f}}q`$bdf|b`es be }fq|bcxnfq nbdb|s6%

\oh qhfs`e j`q |fibeg sxco fe f}}q`fco nbhs be |oh }hcxnbfq sb|xf|b`e |of|qhshfqco be vxfe|xd gqfzb|r ofs nhl |`. be wobco shzhqfn lbhqhe| f}}q`fcohsofzh rbhnlhl qhsxn|s |of| wh dfr o`}h wbnn ah }qhshqzhl be |oh stefn |oh`qr.wobnh f| |oh sfdh |bdh. e` sbegnh f}}q`fco ofs nhl |` |oh j`qdxnf|b`e `j fc`d}nh|h |oh`qr% Jxq|ohqd`qh. |ohqh fqh. be hfco cfsh. qhfs`es |` ahnbhzh |of|

|oh sxcchssjxn qhsxn|s `j hfco f}}q`fco dfr e`| hfsbnr ah qhc`zhqhl be |oh`|ohqs f}}q`fcohs% B| dfr |ohe ah |of| wof| wh ofzh be hfco cfsh bs f }fq|bfn|oh`qr |of| lhscqbahs sxcchssjxnnr s`dh l`dfbe `j vxfe|xd gqfzb|f|b`efn}ohe`dhef. ax| wobco l`hs e`| |hnn |oh wo`nh s|`qr%

Ohqh. B fd qhjhqqbeg dfbenr |` |oqhh f}}q fcohs; s|qbeg |oh qr. vxfe$|xd sthnl |oh`qr be cxqzhl s}fch$|bdh fel cfe`ebcfn vxfe|b{f|b`e `j ghehqfnqhnf|bzb|r afshl `e |oh dhqgbeg `j |oh Fso|hifq zfqbfanhs wb|o |oh n``}qh}qhshe|f|b`e% J`q hfd}nh |oh nf||hq f}}q`fco ofs rbhnlhl f ibehdf|bcfnlhscqb}|b`e `j vxfe|xd ghehqfn qhnf|bzb|r be |hqds `j /|oqhh lbdhesb`efn"lbh`d`q}obsd bezfqbfe| s|f|hs fel `ashqzfanhs |of| ofs dfer f}}hfnbegjhf|xqhs% \ohsh becnxlh |oh }qhlbc|b`e `j lbscqh|h s}hc|qf j`q fqhfs felz`nxdhsY68. 67. 6?. 62. 1=. 13T |oh lhscqb}|b`e `j s|f|hs be |hqds `j s}be

6Fe bd}`q|fe| d`|bzf|b`e j`q |obs blhf bs |oh qhche| w`qi `j Kfc`as`eY<3T. wohqh ohl`hs hfc|nr |obs. ar lhqbzbeg cnfssbcfn ghehqfn qhnf|bzb|r jq`d |oh c`eehc|b`e ah|whhe fqhffel bej`qdf|b`e /hsshe|bfnnr |oh Ahihes|hbe a`xel" fel |oh nfws `j |ohqd`lrefdbcs%

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eh|w`qis. fel |oh sxgghs|b`es `j |oh hbs|hech `j f nbehfqb{hl shc|`q wb|o f

ef|xqfn ]nfeci scfnh cx|`Y12T% S`dh `j |ohsh qhsxn|s hzhe |xqe `x| |` ahlhqbzfanh be f c`d}nh|hnr qbg`q`xs df|ohdf|bcfn jqfdhw`qiY13T% F| |oh sfdh|bdh. lhs}b|h zhqr hcb|beg }q`gqhss be |oh nfs| rhfq. |obs f}}q`fco ofs rh||` c`d}nh|hnr qhs`nzh |oh lbfficxn|bhs c`echqebeg }orsbcfn `ashqzfanhs. |bdhfel |oh beehq }q`lxc| wobco }nfgxh b| fel. belhhl. fnn cfe`ebcfn f}}q`fcohs|` vxfe|xd gqfzb|rY3=T% Fs f qhsxn| `j |ohsh lbfficxn|bhs. b| bs s|bnn e`| ie`wewoh|ohq |oh hfc| }orsbcfn s|f|hsY31. 61. 33T. wobco whqh fd`eg |oh stqs|qhsxn|s `j |obs f}}q`fco. fqh }orsbcfnnr dhfebegjxn `q xshjxn%

\obs l`hs e`| dhfe |of| |obs f}}q`fco bs e`| xshjxn% B| dfr nhfl |`f c`d}nh|hnr whnn lhstehl df|ohdf|bcfn j`qdfnbsd wobco. o`whzhq. sxhqslbfficxn|bhs `j be|hq}qh|f|b`e c`dbeg jq`d |oh }q`anhds `j h|helbeg vxfe|xd

|oh`qr |` |oh c`sd n`gbcfn cfsh% B| dfr ah }`ssbanh be chq|fbe c`e|h|s |``zhqc`dh s`dh `j |ohsh lbfficxn|bhs ar lhstebeg f}}q`bdf|b`e }q`chlxqhswobco rbhnl }orsbcfnnr dhfebegjxn }qhlbc|b`es be qhs|qbc|hl cbqcxds|fechsY3:.16. 3<. 38T% S|bnn. xenhss |oh dxco lbscxsshl jxelfdhe|fn lbfficxn|bhs jfcbegsxco |oh`qbhsY3=T fqh `zhqc`dh. wh s|bnn dfr e`| ofzh f sf|bsjfc|`qr vxfe|xd|oh`qr `j gqfzb|r%

Fe`|ohq cqxcbfn bssxh j`q |obs ibel `j f}}q`fco bs |oh qhc`zhqr `j N`qhe|{bezfqbfech be |oh f}}q`}qbf|h nbdb|% Be jfc|. |oh qhs|`qf|b`e `j N`qhe|{ be$zfqbfech bs fe bssxh j`q fer vxfe|xd sthnl |oh`qr `eh `j wo`sh }fqfdh|hqsbs f nheg|o wobco shqzhs fs fe bezfqbfe| cx|`. j`q |oh j`nn`wbeg qhfs`e% Fefcch}|fanh vxfe|xd |oh`qr `j gqfzb|r dxs| ofzh f nbdb| be wobco |oh }orsbcs

cfe ah lhscqbahl be |hqds `j sdfnn hcb|f|b`es `j f N`qhe|{ bezfqbfe| zfc$xxd% Ax|. |oh hbs|hech `j f cx|` scfnh dhfes |of| bj fe behq|bfn `ashqzhq.be |oh }qhshech `j |obs zfcxxd. dhfsxqhs |oh s}hc|qxd `j gqfzb|`e s|f|hs ohso`xnl shh e` gqfzb|`es wb|o wfzhnheg|os sdfnnhq |ofe ncx|`jj % O`whzhq. bj |oh zfcxxd bs N`qhe|{ bezfqbfe|. f shc`el behq|bfn `ashqzhq. d`zbeg wb|o fnfqgh γ  wb|o qhs}hc| |` |oh stqs|. so`xnl shh gqfzb|`es wb|o fnn wfzhnheg|osn`eghq |ofe ncx|`jj  be |ohbq jqfdh% Ax| |obs dhfes |of| |ohr wbnn shh gqfzb$|`es |of| ofzh wfzhnheg|o γ ∑6ncx|`jj  be |oh stqs| `ashqzhqs jqfdh% Wh ofzhfe f}}fqhe| c`e|qflbc|b`e%

Fe`|ohq wfr |` shh |obs }q`anhd bs |` fsi woh|ohq N`qhe|{ bezfqbfechcfe ah c`esbs|he| wb|o |oh qhvxbqhdhe| |of| |oh Obnahq| s}fch lhscqbabeg|oh }orsbcs be fer qhgb`e `j steb|h z`nxdh dxs| ah steb|h lbdhesb`efn. fs bsqhvxbqhl ar |oh Ahihes|hbe a`xel% F| stqs| sbgo| b| shhds |of| |oh feswhqdxs| ah e`% Be c`ezhe|b`efn vxfe|xd sthnl |oh`qr b| bs }`ssbanh |` c`es|qxc|wfzh}fcih|s |of| lhscqbah vxfe|f d`zbeg wb|o fer }hfi wfzhnheg|o ι=. wb|of s}qhfl μι= > N wohqh N 55 ι= bs |oh nbehfq sb{h `j |oh qhgb`e% \oxs. |oh

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hbs|hech `j steb|h z`nxdh a`xelfqr c`elb|b`es l`hs e`| }qhzhe| |oh |oh`qr

jq`d ofzbeg s|f|hs `j fqab|qfqbnr sdfnn wfzhnheg|o% Fel. be f nbehfq sthnl|oh`qr. fnn |ohsh s|f|hs fqh `q|o`g`efn |` hfco `|ohq. wobco dhfes |of| |ohqhfqh fe besteb|h exdahq `j `q|o`e qdfn s|f|hs% \oxs. b| shhds |of| N`qhe|{bezfqbfech cfee`| ah c`esbs|he| wb|o f |oh`qr |of| ofs f steb|h exdahq `j lhgqhhs `j jqhhl`d }hq sthl s}f|bfn qhgb`e%

B| bs |ohe zhqr bd}qhssbzh |of| |ohqh bs `eh c`e|h| be wobco |obs }q`anhdofs ahhe lhsteb|hnr s`nzhl. wobco bs }hq|xqaf|bzh s|qbeg |oh`qrY3?. 32. <=.<6. 7. <1T% \oh }q`anhd bs s`nzhl |ohqh ahcfxsh |oh hnhdhe|fqr hcb|f|b esfqh h|helhl `eh lbdhesb`efn `akhc|s% Fs bs h}nfbehl be lh|fbn be Y7. <1T.s|qbeg |oh`qr bs c`esbs|he| wb|o N`qhe|{ bezfqbfech be s}b|h `j ofzbeg f steb|hexdahq `j lhgqhhs `j jqhhl`d }hq sthl s}f|bfn qhgb`e ahcfxsh |oh s|qbegs.

qh}qhshe|beg |oh sdfnn hcb|f|b`es `j |oh zfcxxd. cfe lbxsh |qfeszhqsfnnrfs |ohr fqh a``s|hl n`egb|xlbefnnr%

F |oh`qr `j h|helhl `akhc|s bs lbhqhe| be |obs qhs}hc| jq`d f |oh`qr `j }`be|nbih `akhc|s. ahcfxsh fer h|helhl hcb|f|b`e `j f |oh`qr |of| bs a`|oN`qhe|{ bezfqbfe| fel steb|h dxs|. bj a``s|hl sxfficbhe|nr ahc`dh hhc|bzhnr|w` lbdhesb`efn. fs b|s n`egb|xlbefn h|hesb`e bs c`e|qfc|hl ahn`w |oh scfnh `j |oh cx|`% \obs dhfes |of| h|qhdh qhnf|bzbs|bc hcb|f|b`es dfr ah ef|xqfnnrlhscqbahl fs hcb|f|b`es `j f |w` lbdhesb`efn sthnl |oh`qr% B| bs |ohe zhqrbe|hqhs|beg |of|. fs wfs so`we ar Inhafe`z fel SxssibelY<1T. c`e|bexxds|qbeg |oh`qr cfe hdhqgh jq`d f nf||bch sthnl |oh`qr be wobco |ohqh bs fcx|` be |oh |qfeszhqsh lbqhc|b`es ar dhfes `j f nbdb| be wobco |oh nheg|os

`j |oh s|qbegs lbzhqgh wobnh |oh |qfeszhqsh cx|` qhdfbes sthl%Gbzhe |of| s|qbeg |oh`qr s`nzhs |obs }q`anhd fel. d`qh ghehqfnnr. |of| |oh`enr ie`we }hq|xqaf|bzh vxfe|xd sthnl |oh`qbhs |of| lhscqbah c`esbs|he|nr|oh c`x}nbeg `j gqfzb|`es |` |ohdshnzhs fel `|ohq sthnls fqh }hq|xqaf|bzhs|qbeg |oh`qbhsY3?T. b| shhds |of| fer fcch}|fanh vxfe|xd |oh`qr `j gqfzb|r.wof|hzhq b|s xn|bdf|h j`qdxnf|b`e. bs nbihnr |` qhlxch |` f }hq|xqaf|bzh s|qbeg|oh`qr be |oh f}}q`}qbf|h nbdb|% B| bs. `j c`xqsh. }`ssbanh |` bdfgbeh |of|e`e$}hq|xqaf|bzh vxfe|xd ghehqfn qhnf|bzb|r wbnn. j`q |obs qhfs`e. ofzh s`dh}hq|xqaf|bzh s|qbeg |oh`qr fs fe f}}q`}qbf|h nbdb|Y1?T% O`whzhq. wobnh |obsbs f }`ssbabnb|r |of| dxs| ah h}n`qhl. b|‒s sxcchss bs chq|fbenr e`| gxfqfe|hhlar wof| wh ie`w fa`x| |oh |oh`qr s` jfq%

F| |oh sfdh |bdh. s|qbeg |oh`qr cfee`| ah b|shnj |oh wo`nh |oh`qr xe$nhss b| ofs f e`e}hq|xqaf|bzh j`qdxnf|b`e% Wobnh |ohqh ofzh ahhe qhche|nrs`dh zhqr be|hqhs|beg obe|s. c`dbeg jq`d |oh zhqr sbgebstcfe| lbsc`zhqr `j e`e$}hq|xqaf|bzh hhc|s be s|qbeg |oh`qrY36T. b| bs s|bnn xecnhfq |` wof| h$|he| s|qbeg |oh`qr wbnn ofzh |` ah d`lbsthl |` fqqbzh f| f c`d}nh|hnr e`e$

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}hq|xqaf|bzh j`qdxnf|b`e `j |oh |oh`qr% \oxs. c`xe|beg fns` vxfe|xd sthnl

|oh`qr be cxqzhl s}fch$|bdh. `xq sb|xf|b`e bs |of| wh ofzh be|hqhs|beg qhsxn|s.fel be s`dh cfshs hzhe }orsbcfn }qhlbc|b`esY1?T. c`dbeg jq`d |oqhh lbhqhe|s|fq|beg }`be|s. hfco `j wobco. o`whzhq. dfr e`| nhfl |` f c`d}nh|h |oh`qr%Be |obs cbqcxds|fech b| dfr ah }qxlhe| |` |qr |` stel f ehw s|fq|beg }`be||of| c`dabehs wof| bs xshjxn fa`x| hfco `j |ohsh lbqhc|b`es%

Fe`|ohq wfr |` shh |of| f ehw s|fq|beg }`be| dfr ah ehhlhl bs |of|hfc|nr |` |oh h|he| |of| |ohsh |oqhh whnn h}n`qhl f}}q`fcohs fqh sxcchss$jxn. |ohr cfs| l`xa| `e |oh }orsbcfn qhnhzfech `j |ohbq s|fq|beg }`be|s. wobcobe hfco cfsh bez`nzh |oh vxfe|b{f|b`e `j c`ezhe|b`efn cnfssbcfn sthnl |oh`qbhs%\oh qhsxn|s `j hfco `j |ohsh |oqhh lbqhc|b`es shhd belhhl |` belbcf|h |of||ohqh bs f ef|xqfn ]nfeci scfnh cx|`. ahn`w wobco }orsbcfn lhgqhhs `j jqhh$

l`d cfee`| a h qhs`nzhl% \obs sxgghs|s |of|. xn|bdf|hnr. f vxfe|xd |oh`qr`j gqfzb|r wbnn e`| ah j`qdxnf|hl d`s| sbd}nr fs f |oh`qr `j sthnls `e flbhqhe|bfn dfebj`nl qh}qhshe|beg |oh blhfnb{hl$fel f}}fqhe|nr e`ehbs|he|$„}`be|s— `j s}fch fel |bdh1%

\` }x| |obs fe`|ohq wfr. |oh s}fch `j sthnls$|oh afsbc c`estgxqf|b`e s}fch`j cnfssbcfn sthnl |oh`qr$ofs ahhe qh}nfchl be |oh vxfe|xd |oh`qr ar fas|qfc|Obnahq| s}fchs% F| |oh sfdh |bdh. `qlbefqr s}fch. be |ohsh j`qdxnf|b`es. qh$dfbes cnfssbcfn. fs b| qhdfbes |oh nfahn s}fch j`q |oh sthnl `ashqzfanhs% \obs}hq}h|xf|hs |oh blhfnb{f|b`e `j fqab|qfqbnr qhs`nzfanh s}fch$|bdh }`be|s. |of||oh qhsxn|s `j s|qbeg |oh`qr. e`e$}hq|xqaf|bzh vxfe|xd gqfzb|r fel shdbcnfs$sbcfn vxfe|xd gqfzb|r /|oq`xgo |oh Ahihes|hbe a`xel" sxgghs| wh dxs| gbzh

x}% \oh stefn d`|bzf|b`e j`q |oh }qhshe| f}}q`fco c`dhs jq`d |oh be|hq}qh$|f|b`efn }q`anhd be vxfe|xd c`sd`n`gr% Lhs}b|h zhqr be|hqhs|beg }q`}`sfnsY<8. <:. <7. <?. <2. 8=. 86. 81. 83T b| dfr ah sfbl |of| e` }q`}`sfn |` be|hq}qh||oh c`ezhe|b`efn Obnahq| s}fch j`qdxnf|b`e `j vxfe|xd c`sd`n`gr ofs s` jfqc`ezbecbegnr sxcchhlhlY8<T% /B wbnn lbscxss |obs bssxh be s`dh lh|fbn be shc$|b`e <. ahn`w"% \obs dhfes |of| hzhe bj |oh }q`anhd `j }orsbcfn `ashqzfanhsc`xnl ah s`nzhl be |oh c`e|h| `j c`ezhe|b`efn Ofdbn|`ebfe vxfe|b{f|b`e.}hqof}s fs hezbsb`ehl ar Q`zhnnbY88T `q qhche|nr ar Fso|hifq. Nhwfel`wsib.Dfqn`j. D`xqf˞ fel \obhdfeeY13T. |oh qhsxn|beg df|ohdf|bcfn |oh`qr w`xnls|bnn e`| ofzh fe fcch}|fanh }orsbcfn be|hq}qh|f|b`e% D`qh }qhcbshnr. fs B wbnnfqgxh. wobnh |oh |oh`qr dbgo| ofzh f jfecbjxn be|hq}qh|f|b`e be |hqds `j |oh`ashqzf|b`es dflh ar s`dh „G`l— `x|sblh `j |oh xebzhqsh. |obs w`xnl ah `j 

1@j c`xqsh. |of| s}fch fel`q |bdh dxs| ah jxelfdhe|fnnr lbscqh|h bs fe `nl blhf. j`qf g``l qhzbhw. shh Y<<T

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e` ohn} |` c`eehc| |oh df|ohdf|bcfn jqfdhw`qi |` `ashqzf|b`es dflh ar xs

`ashqzhqs wo` nbzh be |oh xebzhqsh% J`q |obs qhfs`e fns`. b| dfr ah xshjxn |`c`e|hd}nf|h |fibeg f ehw }`be| `j zbhw fcc`qlbeg |` wobco vxfe|xd c`s$d`n`gr dbgo| ofzh fe be|hq}qh|f|b`e s|qbc|nr be |hqds `j bej`qdf|b`e |of|dbgo| ah ohnl ar `ashqzhqs besblh |oh xebzhqsh% \obs. fs B wbnn lhscqbah. bsfe`|ohq g`fn `j |oh }qhshe| }q`}`sfn%

\obs }f}hq bs lbzblhl q`xgonr be|` |w` }fq|s. |oh stqs| `j wobco bs d`qhghehqfn fel d`|bzf|b`efn. wobnh |oh shc`el bs d`qh j`cxshl fel df|ohdf|$bcfn% \oh eh| |oqhh shc|b`es d`|bzf|h |oh blhf `j f }nxqfnbs|bc j`qdxnf|b`e`j vxfe|xd c`sd`n`gr% Shc|b`es 1 fel 3 lhscqbah |oh fqgxdhe| j`q. fel |ohbd}nbcf|b`es `j. |oh Ahihes|hbe a`xel% Shc|b e < bs lhz`|hl |` |oh }q`anhds`j |oh be|hq}qh|f|b`e `j vxfe|xd c`sd`n`gr. fel gbzh fe be|q`lxc|b`e |` |oh

dfbe blhfs `j |oh f}}q`fco `j CqfehY6T. Q`zhnnbY1T fel |oh fx|o`qY3. <T j`qf }nxqfnbs|bc f}}q`fco |` vxfe|xd c`sd`n`gr% \oh }`s|xnf|hs `j |oh |oh`qrfqh |ohe }qhshe|hl f| |oh hel `j shc|b`e 8%

Shc|b`e : bs lhz`|hl |` |oh }q`anhd `j |bdh% B so`w |of| |obs }q`anhd cfeah cbqcxdzhe|hl be }nxqfnbs|bc vxfe|xd c`sd`n`gr ar. fs b| whqh. s|felbeg`e |ohbq ohfls chq|fbe }q`}`sfns c`echqebeg |oh }q`anhd `j |bdh wobco fqhxsxfnnr sh| be |oh c`ezhe|b`efn j`qdxnf|b`es be wobco f sbegnh s|f|h felObnahq| s}fch lhscqbah |oh xebzhqsh% \ohsh }q`}`sfns. wobco jfbn be `eh wfr`q fe`|ohq be |of| c`e|h|. |fih `e f s`dhwof| lbhqhe| fs}hc| be |oh c`e|h|`j }nxqfnbs|bc vxfe|xd c`sd`n`gr% \oh }q`anhd `j |oh cnfssbcfn nbdb|. fel|oh qhnf|hl vxhs|b`e `j |oh |bdhnbih beb|bfn lf|h }q`anhd fqh |oh sxakhc| `j 

shc|b`e 7%Shc|b`es ? fel 2 fqh d`qh df|ohdf|bcfn. fel c`echqe `eh f||hd}| |`qhfnb{h |oh }`s|xnf|hs `j }nxqfnbs|bc vxfe|xd c`sd`n`gr ar axbnlbeg f |oh$`qr `e chq|fbe qhsxn|s `j e`e$}hq|xqaf|bzh vxfe|xd gqfzb|r fel |`}`n`gbcfnvxfe|xd sthnl |oh`qr% F qh}qhshe|f|b`e j`q |oh c`eehc|b`e fel jqfdh sthnls`j |oh Fso|hifq j`qdfnbsd `j ghehqfn qhnf|bzb|r. }xnnhl afci be|` fe fqab$|qfqr sxqjfch. bs gbzhe be wobco |oh s|f|h s}fch bs c`es|qxc|hl jq`d chq|fbelbqhc| sxds `j qh}qhshe|f|b`e s}fchs `j vxfe|xd Cohqe$Sbd`es |oh`qr% \obsj`qdfnbsd bec`q}`qf|hs f }q`}`sfn j`q s`nzbeg |oh c`es|qfbe|s `j |oh |oh`qr.be |oh j`qd gbzhe ar QhbsheahqghqY8:T. vxfe|xd dhcofebcfnnr% @eh c`e$shvxhech `j |obs j`qdfnbsd bs |of| |oh Ahihes|hbe a`xel bs fx|`df|bcfnnrsf|bssthl%

\oh }f}hq cn`shs wb|o f so`q| sxddfqr `j c`ecnxsb`es fel `}he }q`a$nhds%

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1 \oh Ahihes|hbe fqgxdhe|

C`esblhq f qhgb`e `j s}fch. Σ. |oh vxfe|xd lrefdbcs `j wobco wh wbso |`s|xlr% Wh wbnn fssxdh |of| |oh qhs|qbc|b e `j |oh srs|hd `j be|hqhs| |` Σbs hej`qchl ar chq|fbe a`xelfqr c`elb|b`es. lhstehl fs c`elb|b`es |oh sthnlsdxs| sf|bsjr `e |oh s}f|bfn a`xelfqr `j Σ. wobco wh wbnn lhe`|h S % Gbzhe|ohsh. wh wbnn fssxdh wh cfe lhsteh f vxfe|xd |oh`qr wobco bs lhscqbahl arf Obnahq| s}fch OΣ. fel fe fnghaqf `j }orsbcfn `ashqzfanhs FΣ% Fd`eg |ohsh|ohqh bs fe bd}`q|fe| sxafnghaqf. Fa`xelfqr . wobco c`esbs|s `j |o`sh }orsbcfn`ashqzfanhs wobco fqh jxec|b`efns `enr `j sthnls `e |oh a`xelfqr% Fd`eg|ohsh wh wbnn fssxdh fqh |oh Ofdbn|`ebfe. O Σ fel |oh fqhfs `j qhgb`es Q `j |oh a`xelfqr S . wobco B wbnn lhe`|h FYQT% Qhcfnn |of| be ghehqfn qhnf|bzb|r

|oh Ofdbn|`ebfe bs. x} |` |hqds }q`}`q|b`efn |` c`es|qfbe|s. lhstehl fs febe|hgqfn `e |oh a`xelfqr fel bs |oxs fe hnhdhe| `j  Fa`xelfqr %

Sbech |oh srs|hd c`e|fbes gqfzb|f|b`e. wh dfr fssxdh |of| fd`eg |ohs}hc|qxd `j s|f|hs fqh f sh| wobco c`qqhs}`el |` anfci o`nhs% \ohsh fqhshdbcnfssbcfn s|f|bs|bcfn s|f|hs. fel wh wbnn fssxdh |of| |ohbq qhfn s|f|bs|bcfnhe|q`}bhs fqh gbzhe ar |oh xsxfn j`qdxnfs. f| nhfs| be |oh shdbcnfssbcfn nbdb|wohe |ohbq dfsshs fel fqhfs fqh nfqgh be ]nfeci xeb|s%

\oh fqgxdhe| bs sbd}nhs| be |oh cfsh |of| wh fssxdh |of| |oh belxchldh|qbc be S  bs |oh |w` s}ohqh dh|qbc% B| }q`chhls ar fssxdbeg |of| |ohqhgb`e Σ cfe c`e|fbe fe `akhc| @ wo`sh c`d}nh|h s}hcbstcf|b`e qhvxbqhs fefd`xe| `j bej`qdf|b`e B @ wobco bs nfqghq |ofe

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wobco bs `j c`xqsh |oh he|q`}r `j f anfci o`nh wo`sh o`qb{`e kxs| st|s besblh`j S %

Nh| xs fssxdh |of| beb|bfnnr wh ie`w e`|obeg fa`x| @. s` |of| B @ bs fdhfsxqh `j |oh he|q`}r `j |oh srs|hd% O`whzhq. wb|o e` `|ohq bej`qdf|b`ewh cfe c`ecnxlh |of| @ bs e`| f anfci o`nh. fs |oh nfqghs| bej`qdf|b`e |of|c`xnl ah c`e|fbehl be fer anfci o`nh be Σ bs B S % Wh dfr |ohe fqgxh. xsbeg|oh O``} |oh`qhdY87T |of| |oh hehqgr c`e|fbehl wb|obe Σ /fs dhfsxqhlhb|ohq ar f vxfsbn`cfn hehqgr `e |oh sxqjfch `q f| besteb|r" dxs| ah nhss |ofe

|of| be f anfci o`nh wo`sh o`qb{`e ofs fqhf FYS T% Ax| |obs ahbeg |oh cfshwh cfe e`w fll hehqgr |` |oh srs|hd |` aqbeg b| x} |` |oh dfss `j |of|anfci o`nh. wobco ofs |oh qhsxn| `j |qfesj`qdbeg @ be|` |oh anfci o`nh wo`sho`qb{`e kxs| st|s besblh |oh s}ohqh S %

2

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\obs cfe ah l`eh ar lq`}}beg vxfe|f sn`wnr be|` |oh anfci o`nh. be f

wfr |of| l`hs e`| qfbsh |oh he|q`}r `j b|s h|hqb`q% Fs f qhsxn|. `ech |ohanfci o`nh ofs j`qdhl wh ie`w |oh he|q`}r `j |oh srs|hd. b| bs B S % Ax| whs|fq|hl wb|o f srs|hd wb|o he|q`}r B @. wobco wh fssxdhl bs nfqghq% \oxs.wh ofzh zb`nf|hl |oh shc`el nfw `j |ohqd`lrefdbcs% \oh `enr wfr |` fz bl|obs bs bj  B @ > B S %

Wh dfr qhdfqi |of| |obs fqgxdhe| hd}n`rs f db|xqh `j cnfssbcfn. s|f$|bs|bcfn fel shdbcnfssbcfn qhfs`ebeg% J`q hfd}nh. b| fssxdhs a`|o |of| |oho``} |oh`qhd jq`d cnfssbcfn ghehqfn qhnf|bzb|r f}}nbhs. f| nhfs| be |oh cfsh `j anfci o`nh dfsshs nfqgh be ]nfeci xeb|s. |` qhfn. vxfe|xd anfci o`nhs% @ehdbgo| f||hd}| |` dfih f lh|fbnhl fqgxdhe| |of| |obs dxs| ah |oh cfsh bj |oh vxfe|xd |oh`qr bs |` ofzh f g``l cnfssbcfn nbdb|% O`whzhq w`q|or `j f

|fsi. |obs wbnn e`| ah }xqsxhl ohqh. fs b| bs xenbihnr |of| fer sxco fqgxdhe|cfe ah hnhzf|hl |` hs|fanbso |oh ehchssb|r. qf|ohq |ofe }nfxsbabnb|r `j |ohAhihes|hbe a`xel. be |oh fashech `j f c`d}nh|h |oh`qr `j vxfe|xd gqfzb|r%]hqof}s b| bs sxfficbhe| |ohe kxs| |` e`|h |of| be |whe|r rhfqs e` }nfxsbanhc`xe|hq fqgxdhe| |` |oh Ahihes|hbe a`xel ofs sxqzbzhl%

3 C`eshvxhechs `j Ahihes|hbe‒s a`xel

\oh Ahihes|hbe a`xel ofs }q`j`xel c`eshvxhechs j`q |oh vxhs|b`e `j o`w fvxfe|xd |oh`qr `j gqfzb|r dbgo| ah j`qdxnf|hl% Bj |oh he|q`}r `j f vxfe|xdsrs|hd bs a`xelhl fa`zh ar S df. b| dhfes |of| |of| srs|hd dxs| ofzh f

steb|h lbdhesb`efn s|f|h s}fch. wo`sh lbdhesb`e bs gbzhe ar

lbdO 4 hS dfxNe/1" 4 hcFYST

n1]n /1"

wohqh c bs f sthl lbdhesb`enhss c`es|fe|% \obs bs |qxh ahcfxsh f srs|hdwo`sh he|q`}r ofs fe fas`nx|h x}}hq nbdb| cfe. be }qbecb}nh. ah c`d}nh|hnrs}hcbsthl ar gbzbeg |oh feswhqs |` f steb|h exdahq `j rhs$e` vxhs|b`es% \oxs.e`| `enr cfe f vxfe|xd |oh`qr `j gqfzb|r e`| ah f c`ezhe|b`efn vxfe|xdsthnl |oh`qr. wb|o fe besteb|h exdahq `j lhgqhhs `j jqhhl`d }hq steb|h fd`xe|`j s}f|bfn z`nxdh. b| cfee`| hzhe ah f c`ezhe|b`efn cx|` vxfe|xd sthnl|oh`qr wb|o f sthl steb|h exdahq `j lhgqhhs `j jqhhl`d }hq s}f|bfn z`nxdh%

Bes|hfl. wh ofzh f sthl exdahq `j lhgqhhs `j jqhhl`d }hq xeb| fqhf `j |ohsxqjfch `j |oh qhgb`e%

\obs ofs nhl ‒| O``j|Y:T fel SxssibelY7. ?T |` dfih |oh o`n gqf}obc or$

}`|ohsbs . wobco bs |of| f |oh`qr `j vxfe|xd gqfzb|r wobco lhscqbahs f qhgb`e

6=

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a`xelhl ar f s}f|bfn sxqjfch

S dfr ah lhscqbahl ar f vxfe|xd |oh`qr wb|o

f steb|h exdahq `j lhgqhhs `j jqhhl`d `e |oh sxqjfch S %\ohqh fqh. o`whzhq. |w` lbfficxn|bhs wb|o |oh o`n gqf}obc or}`|ohsbs

wobco dxs| ah jfchl% \oh stqs| bs wof| ibel `j vxfe|xd |oh`qr wbnn nbzh`e |oh sxqjfchs% B| shhds cofnnhegbeg |` bdfgbeh f ibel `j f sthnl |oh`qr |of|c`xnl a`|o }q`zblh f qhfnbs|bc lhscqb}|b`e `j be|hqfc|beg gqfzb|f|b efn feldf||hq sthnls. ax| bs f| |oh sfdh |bdh afshl `e steb|h lbdhesb`efn Obnahq|s}fchs% Hzhe |oh ofqd`ebc `scbnnf|`q ofs fe besteb|h lbdhesb`efn Obnahq|s}fch% ‒| O``j| ofs h}n`qhl |oh } `ssbabnb|r |of| sxco f |oh`qr dbgo| ahc`es|qxc|hl jq`d chnnxnfq fx|`df|f% Wobnh |obs bs fe be|qbgxbeg sxgghs|b`e.be |obs }f}hq f lbhqhe| }q`}`sfn wbnn ah h}n`qhl. wobco bs |of| |ohsh |oh$`qbhs fqh c`es|qxc|hl. be f chq|fbe wfr |` ah lhscqbahl. jq`d |`}`n`gbcfn

vxfe|xd sthnl |oh`qbhs%\oh shc`el vxhs|b`e |of| dxs| ah c`ejq`e|hl bs |` wof| |w` lbdhe$

sb`efn sxqjfchs fqh wh |` fss`cbf|h |oh or}`|oh|bcfn o`n`gqf}obc sthnl |oh`$qbhs% Cn`shnr qhnf|hl |` |obs bs fe`|ohq w`qqr% D`s| `j |oh fqgxdhe|s gbzhej`q |oh o`n`gqf}obc or}`|ohsbs bez`nzh s|f|bc sb|xf|b`es% Fs f qhsxn|. b| bs e`|c`d}nh|hnr cnhfq woh|ohq |oh a`xelfqbhs `e wobco |oh sthnl |oh`qbhs fqh |` ahlhstehl so`xnl ah be |oh ghehqfn cfsh |w` lbdhesb`efn `q |oqhh lbdhesb`efn%

\` fllqhss |ohsh bssxhs. wh dxs| nhfzh |` `eh sblh j`q f d`dhe| |ohfqgxdhe|s `j Ahihes|hbe. ‒| O``j| fel Sxssibel fel c`esblhq f lbhqhe| sh|`j }q`anhds. |of| shhd f| stqs| sbgo| |` ah c`d}nh|hnr belh}helhe|% \ohshfqh |oh be|hq}qh|f|b`efn }q`anhds `j vxfe|xd c`sd`n`gr%

< ]nxqfnbs|bc vxfe|xd c`sd`n`gr

Be |obs shc|b`e B d`|bzf|h |oh dfbe c`ech}|xfn }fq|s `j |oh }q`}`sfn `j |obs}f}hq% B ahgbe wb|o f qhzbhw `j |oh be|hq}qh|f|b`efn }q`anhds |of| |oh ehw}q`}`sfn bs be|helhl |` fllqhss%

<%6 Sxddfqr `j |oh }q`anhd `j |oh be|hq}qh|f|b`e `j vxfe$

|xd c`sd`n`gr

\oh be|hq}qh|f|b`efn lbfficxn|bhs wb|o vxfe|xd c`sd`n`gr fqbsh ahcfxsh |ohc`ezhe|b`efn be|hq}qh|f|b`es `j vxfe|xd |oh`qr qhvxbqh |of| |oh vxfe|xds|f|h lhscqb}|b e ah f}}nbhl `enr |` sxasrs|hds `j |oh xebzhqsh% \oh be$|hq}qh|f|b`e `j |oh |oh`qr qhvxbqhs |oh hbs|hech `j |obegs wobco fqh be |ohxebzhqsh ax| `x|sblh `j |oh srs|hd lhscqbahl ar |oh vxfe|xd s|f|h. becnxlbeg

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|oh dhfsxqbeg bes|qxdhe|s. |oh cn`cis |of| gbzh dhfebeg |` |oh Scoq`lbeghq

hz`nx|b`e fel |oh `ashqzhqs%\ohqh bs. `j c`xqsh. f n`eg obs|`qr `j f||hd}|s |` d`lbjr |oh be|hq}qh|f$

|b`e `j |oh |oh`qr. wobnh ihh}beg |oh j`qdfnbsd sthl. be `qlhq |` `zhqc`dh|oh lh}helhech `j |oh vxfe|xd lhscqb}|b`e `e f s}nb| `j |oh w`qnl be|` |w`}fq|s. s` |of| vxfe|xd |oh`qr dfr ah f}}nbhl |` |oh xebzhqsh fs f wo`nh%Bj B dfr aqbhfir sxddfqb{h |oh obs|`qr `j |obs s|`qr. b| ahgfe wb|o |oh dferw`qnls be|hq}qh|f|b`e `j Hzhqh||Y<8T. wobco dfr ah }x| be shzhqfn lbhqhe|j`qds. s`dh d`qh dh|f}orsbcfnY<:T fel s`dh d`qh `}hqf|b`efnY8?T% O`w$hzhq. fnn j`qds `j |oh dfer w`qnls be|hq}qh|f|b`e sxhq jq`d fe fdabgxb|r.wobco bs cfnnhl |oh }qhjhqqhl afsbs }q`anhdY81. 8?T% \oh c`eehc|b e `j |oh|oh`qr |` fc|xfn `ashqzf|b`es qhvxbqhs |oh shnhc|b`e `j f }qhjhqqhl afsbs. c`q$

qhs}`elbeg |` `ashqzfanhs wh xsh |` lhscqbah |oh qhfn w`qnl% \oh |oh`qrb|shnj shhds |` }q`zblh e` sxco co`bch% F exdahq `j be|hqhs|beg blhfs ofzhahhe |qbhl |` s`nzh |obs }q`anhdY81. 86T. ax| e`eh whqh c`d}nh|hnr sxcchssjxn%

\oh nfs| jhw rhfqs f||he|b`e sobj|hl |`wfqls `eh ibel `j }q`}`sfn |` s`nzh|obs }q`anhd. wobco bs |oh c`esbs|he| `q lhc`ohqhe| obs|`qbhs }q`gqfdY<7.<?. <2. 8=T% \oh afsbc blhfs ohqh fqh |w`; stqs| |` be|hq}qh| |oh |oh`qrbe |hqds `j shvxhechs `j }q`khc|b`e `}hqf|`qs. wobco }bci `x| f obs|`qr `j vxfe|xd dhcofebcfn `ashqzf|b`es. fel shc`el. |` gbzh fe be|hq}qh|f|b`e `enr|` dhfsxqhdhe|s `j c`esbs|he| `q lhc`ohqhe| sh|s `j sxco obs|`qbhs. wobco fqh|o`sh j`q wobco |oh be|hqjhqhech hhc|s zfebso. hb|ohq fas`nx|hnr `q „j`q fnn}qfc|bcfn }xq}`shs—% \obs }q`gqfd wfs afshl `e |oh `ashqzf|b`e |of| sh|s

`j fn|hqef|bzh obs| qbhs |of| c`qqhs}`el |` cnfssbcfn d`|b`es l` ofzh |oh}q`}hq|r `j ahbeg c`esbs|he|. f| nhfs| |` fe he`qd`xsnr g``l f}}q`bdf|b`e%O`whzhq. |obs }q`gqfd bs fns` jfcbeg f lbfficxn|r fefn`g`xs |` |oh }qh$

jhqqhl afsbs }q`anhd ahcfxsh. fs so`we be f qhche| }f}hq ar L`wihq felIhe|Y8<T. |ohqh fqh fe besteb|h exdahq `j hvxfnnr c`esbs|he| sh|s `j obs|`qbhs.d`s| `j wobco l` e`| c`qqhs}`el |` fer|obeg |of| c`xnl ah lhscqbahl becnfssbcfn nfegxfgh% \oxs. wobnh b| bs |qxh |of| |ohqh fqh sh|s `j c`esbs|he|obs|`qbhs |of| lhscqbah hz`nx|b`e be |hqds `j vxfsb$cnfssbcfn zfqbfanhs. |ohshfqh e`| lbs|begxbsohl ar |oh j`qdfnbsd `j |oh vxfe|xd |oh`qr% \oxs. f sh$nhc|b`e }qbecb}nh. h|hqefn |` |oh j`qdfnbsd `j |oh |oh`qr. shhds |` ah ehhlhl|` dfih f c`eehc|b`e ah|whhe |oh |oh`qr fel wof| bs fc|xfnnr `ashqzhl%

Zhqr be|hqhs|beg blhfs wobco qhnf|h |obs shnhc|b`e }q`anhd |` |oh hbs|hech`j shnj$`qgfeb{hl c`d}nhb|r ofzh ahhe }q`}`shlY<2. 83T. fel fqh zhqr dxcow`q|o h}n`qbeg% O`whzhq. be nbgo| `j |obs sb|xf|b`e b| dfr ah be|hqhs|beg |`hfdbeh `|ohq f}}q`fcohs. |of| qhvxbqh |oh j`qdfnbsd `j vxfe|xd |oh`qr |`ah d`lbsthl be `qlhq |` h|hel b| |` f |oh`qr `j |oh wo`nh xebzhqsh%

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<%1 \oh afsbc blhf `j }nxqfnbs|bc vxfe|xd c`sd`n gr

B w`xnl nbih |` lhscqbah ohqh fe f}}q`fco |` sxco f d`lbstcf|b`e. |of| ofshz`nzhl `zhq f exdahq `j rhfqs |oq`xgo c`ezhqsf|b`es wb|o N`xbs Cqfeh felCfqn` Q`zhnnb%

B w`xnl nbih |` be|q`lxch |obs ar s|h}}beg afci j`q f d`dhe| fel fsibegwof| |oh c`e|h| `j |oh }q`anhd bs% \oh }q`anhd `j h|helbeg `xq }orsbcsjq`d f lhscqb}|b`e `j bs`nf|hl srs|hds |` f lhscqb}|b`e `j |oh xebzhqsh fs fwo`nh bez`nzhs xs be f exdahq `j }q`j`xel bssxhs. `eh `j wobco bs |oh vxhs|b`e`j wof| fe `ashqzfanh be sxco f |oh`qr dbgo| ah% A`|o fas|qfc| fqgxdhe|Y 82.:=. :6. :1T. fel |oh hfd}nh `j `xq `eh sxcchssjxn c`sd`n`gbcfn |oh`qr. wobcobs ghehqfn qhnf|bzb|rY0. :<T. |hnn xs |of| |oh e`|b`e `j wof| bs `ashqzfanh dxs|ah lbhqhe| be chq|fbe fs}hc|s be f c`sd`n`gbcfn |oh`qr |ohe b| bs be f |oh`qr`j fe bs nf|hl srs|hd% Belhhl. ghehqfn qhnf|bzb|r lbhqs jq`d Ehw|`ebfe}orsbcs }q`j`xelnr be b|s j`qdxnf|b`e `j `ashqzfanhs. ahcfxsh b| bs afshl `e fqhnf|b`efn zbhw wobco lhebhs |oh hbs|hech `j fer e`elrefdbcfn afcigq`xels|qxc|xqh |of| dfr gbzh dhfebeg |` `ashqzfanhs. sxco fs c``qlbef|hs `q fe f}qb`qb e`|b`e `j |bdh `q s}f|bfn gh`dh|qr% Bes|hfl. fnn `ashqzfanh vxfe|b|bhsfqh lhstehl be |hqds `j qhnf|b`esob}s ah|whhe lrefdbcfn lhgqhhs `j jqhhl`d%\obs qhnf|b`efn c`ech}|b`e `j `ashqzfanhs. wobco ofs b|s `qbgbes be Nhbaeb{‒sY82T fel Dfco‒s Y:=T cqb|bcbsds `j Ehw|`e. bs qhfnb{hl df|ohdf|bcfnnr be|hqds `j bezfqbfech xelhq fc|bzh lbh`d`q}obsds% Fs ofs ahhe lbscxsshl belh|fbn. |oh s` cfnnhl „}q`anhd `j |bdh— be cnfssbcfn fel vxfe|xd c`sd`n`grbs e` d`qh fel e` nhss |ofe |oh h}qhssb`e `j |obs sb|xf|b`e wb|o qhs}hc|

|` |oh e`|b`e `j hz`nx|b`e; |oh s`nx|b`e bs |of| |bdh hz`nx|b`e cfe `enrdhfebegjxnnr ah |fnihl fa`x| be |hqds `j qhnf|b esob}s ah|whhe }orsbcfnlhgqhhs `j jqhhl`dY88. :<. :8T%

\oh `enr hch}|b`es |` |obs fqh |oh fsrd}|`|bcfnnr fif| cfsh. `q `|ohq cfshsbe wobco a`xelfqr c`elb|b`es fqh bd}`shl. be wobco cfsh |oh lbh`d`q}obsdbezfqbfech bs aq`ihe ar |oh c`elb|b`es bd}`shl `e |oh a`xelfqr%

B w`xnl nbih |` }x| |obs be |oh j`nn`wbeg wfr; |oh df|ohdf|bcfn s|qxc|xqh`j ghehqfn qhnf|bzb|r be |oh c`sd n`gbcfn cfsh j`qabls fer }`ssbabnb|r `j febe|hq}qh|f|b`e be |hqds `j `}hqf|b`es `q dhfsxqhdhe|s dflh ar fe bdfgbefqr`ashqzhq „`x|sblh `j |oh xebzhqsh%— Bj wh wfe| |` s}hfi `j fe `ashqzhq `x|sblh`j |oh srs|hd wh dxs| d`lbjr |oh df|ohdf|bcfn s|qxc|xqh `j |oh |oh`qr be

f wfr |of| aqhfis |oh gfxgh bezfqbfech fel s` fnn`ws xs |` qh}qhshe|. be fibel `j blhfnb{hl wfr. |oh }`ssbabnb|r `j dhfsxqhdhe|s dflh ar fe bdfgbefqrh|hqefn `ashqzhq%

Wh dfr |ohe sfr |of| |ohqh so`xnl ah f }q`anhd wb|o h|helbeg vxfe|xd

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dhcofebcs xed`lbsthl |` |oh c`sd`n gbcfn cfsh. ahcfxsh |oh |oh`qr l`hs

e`| sf|bsjr |oh }qbecb}nh. kxs| s|f|hl. |of| |oh df|ohdf|bcfn s|qxc|xqh `j |oh |oh`qr so`xnl j`qabl |oh }`ssbabnb|r `j fe be|hq}qh|f|b`e be |hqds `j fe`ashqzhq `x|sblh `j |oh srs|hd% \oh df|ohdf|bcfn s|qxc|xqh `j vxfe|xddhcofebcs be jfc| l`hs bd}nbcb|nr qhjhq |` |oh hbs|hech `j |obegs `x|sblh |ohsrs|hd% Fd`eg |ohsh fqh |oh cn`ci. dhfsxqbeg bes|qxdhe|s fel `ashqzhq|of| gbzh dhfebeg |` |oh h}hc|f|b`e zfnxhs fel |ohbq |bdh hz`nx|b`e% B||ohe j`nn`ws |of| bj wh c`xnl stel fe be|hq}qh|f|b`e `j |oh |oh`qr be |hqds`j dhfsxqhdhe|s dflh ar `ashqzhqs besblh |oh vxfe|xd srs|hd. |oh |oh`qrw`xnl s|bnn ah xesf|bsjfc|`qr. ahcfxsh |oh |oh`qr w`xnl fnn`w xs |` j`qdxnf|hfe be|hq}qh|f|b`e be |hqds `j fe `ashqzhq `x|sblh `j |oh srs|hd% \obs bs|qxh ar lhsteb|b`e bj wh fssxdh wh cfe h|hel |oh j`qdfnbsd `j vxfe|xd

dhcofebcs |` |oh c`sd`n`gbcfn cfsh wb|o`x| d`lbstcf|b`e. ahcfxsh be |of|cfsh |oh j`qdfn s|qxc|xqhs |of| fqh xshl be |oh s|felfql A`oq be|hq}qh|f|b`efqh s|bnn }qhshe|% Wof|hzhq `|ohq be|hq}qh|f|b`e wfs `hqhl. |ohsh s|qxc|xqhsc`xnl |ohe ah xshl fs |oh afsbs `j fe be|hq}qh|f|b`e `j vxfe|xd c`sd`n`grbe |hqds `j fe bdfgbefqr `ashqzhq `x|sblh `j |oh xebzhqsh%

\obs bs fasxql. fel b| bs dr `}beb`e |of| b| bs e`| he`xgo kxs| |` qhjqfbejq`d l`beg |obs% Fs be |oh cfsh `j ghehqfn qhnf|bzb|r. wh so`xnl qhvxbqh |of||oh df|ohdf|bcfn s|qxc|xqh `j vxfe|xd |oh`qr dxs| ah d`lbsthl be sxco f wfr 

|of| |ohqh bs e` }`ssbabnb|r `j fe be|hq}qh|f|b`e `j |oh j`qdfnbsd be |hqds `j 

fe `ashqzhq `x|sblh `j |oh xebzhqsh %B w`xnl nbih |` qfbsh |obs s|f|hdhe| |` |oh nhzhn `j f jxelfdhe|fn }qbecb}nh.

wobco wh dfr cfnn |oh ]qbecb}nh `j |oh fasxqlb|r `j |oh }`ssbabnb|r `j fe `x|sblh `ashqzhq% B ofzh lbscxsshl b|s d`|bzf|b`e fel obs|`qr be d`qh lh|fbnhnshwohqhY3. <. :1T% Ohqh B w`xnl nbih |` g` `e |` sih|co wof| d`lbstcf|b`es`j vxfe|xd |oh`qr dbgo| nhfl |` f |oh`qr |of| sf|bssths b|%

Bj wh j`nn`w |oh hfd}nh `j ghehqfn qhnf|bzb|r wh ofzh f cnxh. wobco bs|of| |oh h|hesb`e `j |oh |oh`qr |` |oh c`sd`n`gbcfn cfsh so`xnl c`qqhs}`el|` |oh qhs|`qf|b`e `j f gfxgh srddh|qr. sxco |of| |oh s|felfql |oh`qr. wb|osthl h|hqefn `ashqzhqs. bs `a|fbehl ar aqhfibeg b| be s`dh wfr% Wof|so`xnl |obs ehw gfxgh srddh|qr ah0 Gbzhe wof| ofs ahhe sfbl. b| bs cnhfq|of| b| so`xnl fqbsh jq`d |qhf|beg |oh `ashqzhq fel |oh vxfe|xd srs|hd `efe hvxfn j``|beg. s` |of| |oh s}nb| ah|whhe |ohd cfe ah dflh fqab|qfqbnr%

\oxs. `xq g`fn bs e`| |` hnbdbef|h |oh `ashqzhq. b| bs bes|hfl. |` qhnf|bzb{hobd% Wh w`xnl nbih f j`qdfnbsd |of| fnn`ws xs |` lbzblh |oh xebzhqsh fqab$|qfqbnr be|` |w` }fq|s. fel cfnn `eh }fq| `j b| |oh `ashqzhq fel |oh `|ohq |ohsrs|hd% Wh w`xnl nbih |ohqh |` ah s`dh|obeg nbih f gfxgh srddh|qr. |of|h}qhsshs |oh fqab|qfqbehss `j |oh s}nb|% Fel. d`s| bd}`q|fe|nr. |` sf|bsjr

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|oh }qbecb}nh. wh dxs| l` |obs be sxco f wfr |of| b| bs bd}`ssbanh |` c`es|qxc|

f sbegnh s|f|h s}fch |of| w`xnl fnn`w xs |oh }`ssbabnb|r `j s}hfibeg be |hqds`j f lhscqb}|b`e `j |oh wo`nh srs|hd ar fe h|hqefn `ashqzhq%

\ohqh bs f ef|xqfn wfr |` l` |obs. wobco bs |` fss`cbf|h |oh `}hqf|`q fngh$aqfs fel |ohbq qh}qhshe|f|b`es be |hqds `j Obnahq| s}fchs e`| |` |oh xebzhqshfs f wo`nh. ax| |` hzhqr }`ssbanh s}nb||beg `j |oh xebzhqsh be|` sxasrs|hds3%\oxs. j`q hzhqr wfr `j s}nb||beg |oh xebzhqsh be|` |w` }fq|s wh wbnn ofzh fefss`cbf|hl s|f|h s}fch fel `ashqzfanh fnghaqf% Xenbih vxfe|xd dhcofebcs.|ohqh wbnn e`| ah `eh }qhjhqqhl s}nb|. hzhqr }`ssbanh s}nb| wbnn ah fnn`whl%Bes|hfl `j c`elb|b`es |of| }bci `x| wobco s}nb| bs gbzhe fe be|hq}qh|f|b`e/fefn`g`xs |` |oh }qhjhqqhl afsbs }q`anhd" wh shhi c`esbs|hecr c`elb|b`es|of| o`nl fd`eg |oh sh| `j fnn s|f|h s}fchs fel `ashqzfanh fnghaqfs% \ohsh

c`elb|b`es wbnn s}hcbjr |oh wfrs be wobco |oh `ashqzf|b`es dflh ar hfco}`ssbanh sxasrs|hd `j |oh xebzhqsh `e |oh qhs| `j b| dfr ah c`esbs|he| wb|ohfco `|ohq%

\oxs. `xq sn`gfe bs „E`| `eh s|f|h s}fch fel dfer w`qnls. ax| `eh w`qnl.lhscqbahl c`esbs|he|nr ar dfer s|f|h s}fchs%—

B| bs bd}`q|fe| j`q |obs }`be| `j zbhw |of| wh |fih |oh s|f|bs|bcfn be|hq$}qh|f|b`e `j |oh vxfe|xd s|f|h. fcc`qlbeg |` wobco |oh wfzhjxec|b`e bs e`|s`dh|obeg qhfn. ax| bs `enr f qh}qhshe|f|b`e `j |oh bej`qdf|b`e |of| |oh `a$shqzhq ofs fa`x| |oh srs|hdY::T% Wh dfr e`|h |of| |oh dbbeg `j vxfe|xdfel `qlbefqr |ohqdfn s|f|bs|bcs be gqfzb|f|b`efn sthnls. fel |oh jfc| |of| |ohrfqh dbhl x} ar |qfesj`qdbeg ah|whhe behq|bfn fel e`ebehq|bfn qhjhqhech srs$

|hds. s|q`egnr sxgghs|s |of| vxfe|xd s|f|bs|bcs fqh qhfnnr `qlbefqr s|f|bs|bcswobco fqbsh lxh |` s`dh e`e$n`cfn }orsbcs. fel fqh lbs|begxbsofanh jq`d c`e$zhe|b`efn |ohqdfn hhc|s `enr ar s}hcbfn `ashqzhqs be s}hcbfn sb|xf|b`esY:7T%\obs }`be| ofs ahhe lbscxsshl f| nheg|o hnshwohqh. j`q |oh }qhshe|. b| bs `enrbd}`q|fe| |` f}}qhcbf|h |of| |ohqh fqh qhfs`es wor |oh xebstcf|b`e `j vxfe$|xd |oh`qr fel qhnf|bzb|r dbgo| j`qch xs |` fcch}| |oh s|f|bs|bcfn zbhw `j |ohvxfe|xd s|f|h<%

Jxq|ohq. wh dfr e`|h |of| |ohqh fqh cnhfq fqgxdhe|s fgfbes| |oh }`ssbabn$b|r `j fe `ashqzhq. be hb|ohq cnfssbcfn `q vxfe|xd |oh`qr. dfibeg f c`d}nh|hdhfsxqhdhe| `j |oh s|f|h `j fer srs|hd |of| becnxlhs |ohdY:?T% \ohsh fq$gxdhe|s qh}nr `e |oh jfc| |of| f dhfsxqhdhe| qhvxbqhs f qh}qhshe|f|b`e.wb|obe f sxasrs|hd `j |oh `ashqzhq. `j |oh bej`qdf|b`e gfbehl fa`x| |oh

3\` dr ie`wnhlgh. |obs }q`}`sfn wfs stqs| dflh ar CqfehY6T<@j c`xqsh. |ohqh fqh cnfbds `j |oh „`ashqzfabnb|r `j |oh vxfe|xd s|f|h—% O`whzhq. |ohsh

shhd |` ah be jfc| s|f|hdhe|s `j |oh `ashqzfabnb|r `j e`e$cnfssbcfn `q e`e$n`cfn vxfe|xdhhc|s. wobco fqh xelhebfanr qhfn%

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srs|hd% \` dfih f dhfsxqhdhe| `j s`dh|obeg bs |ohe |` gfbe s`dh bej`q$

df|b`e. wobco bs qh}qhshe|hl be |oh s|f|h `j s`dh lhgqhhs `j jqhhl`d besblh|oh `ashqzhq% \oxs. wohe fe `ashqzhq dfihs fe `ashqzf|b`e. b|s s|f|h dxs|cofegh. |` qhc ql |oh bej`qdf|b`e gfbehl% Ax| bj |oh `ashqzhq bs c`e|fbehlbe |oh srs|hd. |ohe |oh s|f|h `j |oh srs|hd cofeghs c`eshvxhe|nr. fs f qhsxn|`j |oh dhfsxqhdhe|. jq`d |oh dhfsxqhl s|f|h% \oh `ashqzhq dfr f||hd}||` fgfbe dhfsxqh b|s s|f|h |` fschq|fbe |oh cofegh. ax| fgfbe |oh s|f|h dxs|cofegh. s` |of| |oh qhsxn| bs fe besteb|h qhgqhss% D`qh`zhq. j`q f c`d}nh|hshnj$dhfsxqhdhe| oh w`xnl ehhl fe besteb|h exdahq `j lhgqhhs `j jqhhl`d.ahcfxsh |ohqh bs f }q`anhd `j besteb|h qhgqhss. hfco |bdh oh `ashqzhs obdshnj oh ehhls f ehw }nfch |` }x| |oh bej`qdf|b`e gfbehl s}hcbjrbeg obs }qhzb`xss|f|h%

\oxs. fs s``e fs wh fcch}| |oh }`be| `j zbhw |of| |oh vxfe|xd s|f|hc`qqhs}`els be s`dh hfc| wfr wb|o |oh bej`qdf|b`e |of| fe `ashqzhq dfrgfbe fa`x| |oh srs|hd fs |oh qhsxn| `j fe `ashqzf|b`e `j b|. wh dxs| fcch}|fns` |of| e` sxco lhscqb}|b`e cfe gbzh f c`d}nh|h s}hcbstcf|b`e `j |oh wo`nhxebzhqsh. fssxdbeg |of| b| fns` c`e|fbes |oh `ashqzhq% \oh `enr wfr |` ofzhf lhscqb}|b`e wobco bs a`|o c`d}nh|h fel vxfe|xd dhcofebcfn bs |` xsh |ohjfc| |of| be jfc| |oh xebzhqsh bs c`d}nh he`xgo |of| |ohqh fqh dfer sxasrs$|hds |of| dfr ah cfnnhl `ashqzhqs. fel |` |ohe }`s|xnf|h |of| |oh c`d}nh|hbej`qdf|b`e j`q lhscqbabeg |oh s|f|h `j |oh xebzhqsh bs qh}qhshe|hl be f exd$ahq `j Obnahq| s}fchs. hfco `j wobco qh}qhshe|s |oh bec`d}nh|h bej`qdf|b`e|of| f }fq|bcxnfq `ashqzhq dfr ofzh fa`x| |oh xebzhqsh%

Wh dbgo| fns` e`|h |of| |fibeg |oh Obnahq| s}fch |` c`qqhs}`el |` |ohbe|hqfc|b`e `j fe `ashqzhq fel f srs|hd aqbegs |oh be|hq}qh|f|b`e `j |ohj`qdfnbsd be|` c`d}nh|h c`qqhs}`elhech wb|o wof| wh fc|xfnnr l` wohewh f}}nr vxfe|xd |oh`qr |` |oh qhfn w`qnl% J`q be qhfn }qfc|bch. }orsbcbs|slhscqbah lbhqhe| bs`nf|hl srs|hds wb|o lbhqhe| Obnahq| s}fchs fel fnghaqfs`j `ashqzfanhs% @eh |obeg |of| |obs be|hq}qh|f|b`e fcc`d}nbsohs bs |oxs |`dfih |oh |oh`qr c`qqhs}`el lbqhc|nr |` fc|xfn }qfc|bch% Wh e` n`eghq ehhl|` bdfgbeh |of| fnn |oh fc|xfn f}}nbcf|b`es `j vxfe|xd |oh`qr fqh |` f gqhf|hq`q nhss`q h|he| f}}q`bdf|b`es |` s`dh „qhfn vxfe|xd lhscqb}|b`e— be |hqds`j s`dh blhfn „Obnahq| s}fch `j |oh xebzhqsh%—

<%3 \oh dhfsxqhdhe| }q`anhd fel |oh c`eshesxs c`elb|b`eBj wh fcch}| |oh afsbc blhf `j }nxqfnbs|bc vxfe|xd c`sd`n`gr. wh e` n`eghqofzh |` feswhq vxhs|b`es fa`x| wobco s}nb| `q wobco afsbs `q wobco sh| `j obs|`qbhs c`qqhs}`els |` qhfnb|r% Bes|hfl. wh ofzh |` feswhq f ehw ibel `j 

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vxhs|b`e. wobco bs wof| qhnf|b`esob}s dfr ah h}hc|hl |` o`nl ah|whhe fer

|w` }`ssbanh Obnahq| s}fch lhscqb}|b`es. hfco gbzbeg fe bec`d}nh|h lhscqb}$|b`e `j |oh w`qnl fqbsbeg jq`d f lbhqhe| lbzbsb`e `j |oh xebzhqsh be|` |w`sxasrs|hds% \obs ahc`dhs |oh ihr vxhs|b e j`q |oh |oh`qr9 wh wbnn shh. be$lhhl. |of| |oh wo`nh `j |oh |oh`qr. fel belhhl. hzhe b|s lrefdbcs. dfr ahh}qhsshl be |hqds `j |ohsh qhnf|b`esob}s%

\oh stqs| vxhs|b`es |of| dxs| ah fsihl fa`x| |ohsh qhnf|b`esob}s bs woh|ohq|oh hbs|hech `j lbhqhe| bec`d}nh|h lhscqb}|b`es `j |oh sfdh srs|hd cfe ahc`esbs|he| wb|o |oh }qbecb}nhs `j vxfe|xd dhcofebcs. fel be }fq|bcxnfq wb|o|oh xechq|fbe|r }qbecb}nh% Jxq|ohq. l`hs |obs }`be| `j zbhw sohl fer nbgo| `e|oh dhfsxqhdhe| }q`anhd0 Fe fqgxdhe| `j Q`zhnnb sxgghs|s |of| |oh fe$swhq bs rhsY1T% B w`xnl nbih e`w |` qhzbhw Q`zhnnb‒s fqgxdhe|. fs b| sxgghs|s

|oh ehhl j`q f chq|fbe c`esbs|hecr c`elb|b`e. wobco B wbnn cfnn |oh c`eshesxs c`elb|b`e%

Sx}}`sh |of| |ohqh bs f vxfe|xd srs|hd F sxqq`xelhl ar f |w` sxqjfchS 6. wobco wh dfr bej`qdfnnr cfnn |oh „a`— |of| c`e|fbes F% Sxqq`xelbeg|of| a` bs shc`el. S 1. wobco c`e|fbes |oh srs|hd F fel fe `ashqzhq. @6%@x|sblh `j |of| bs f shc`el `ashqzhq. @1% \oh dhfsxqhdhe|s |oh |w` `a$shqzhqs. @6 fel @1 dfih fqh qhc`qlhl be |oh s|f|hs be |w` Obnahq| s}fchs whdfr cfnn OS 6 fel OS 1 %

E`w. nh| xs fssxdh |of| @6 dhfsxqhs |oh s|f|h `j  F. xsbeg f dhfsxqbegbes|qxdhe| |of| dhfsxqhs sthnls `e |oh sxqjfch S 6% \oh qhsxn| bs lhscqbahllbhqhe|nr ar |oh |w` `ashqzhqs. xsbeg |oh |w` Obnahq| s}fchs% \oh stqs|

`ashqzhq‒s bes|qxdhe|s qhgbs|hq f lhsteb|h zfnxh. ι6 wobco dhfes |of| sohwbnn }q`khc| |oh s|f|h |of| lhscqbahs F be|` f lhsteb|h s|f|h ~6 5∏ OS 6% \ohshc`el `ashqzhq dhfsxqhs |oh c`dabehl s|f|h `j F fel |oh dhfsxqbeg bes|qx$dhe|s fel `ashqzhq @6. fel nhfqes `enr |of| fs f qhsxn| `j |ohbq be|hqfc|b`e|ohr fqh be s`dh c`qqhnf|hl s|f|h.

b ~b 56 ⊗~b 51∏ OS 6 wohqh |oh s|f|hs

~b 5b fqh |oh vxfe|xd s|f|hs `j |oh stqs| `ashqzhq be wobco soh ofs `ashqzhl|oh srs|hd F |` ofzh hbghezfnxh ιb%

\oh }`be| bs |of| |ohqh bs e` c`e|qflbc|b`e ah|whhe |ohsh |w` qhc`qls `j |oh `ashqzf|b`e% \oh dhfsxqhdhe| `j |oh shc`el `ashqzhq fschq|fbes |of||oh c`dabehl srs|hd `j  F fel |oh stqs| `ashqzhq bs be f c`qqhnf|hl s|f|h.c`qqhs}`elbeg |` f dhfsxqhdhe| ofzbeg a hhe dflh% Ax| oh bs xefanh |`fchq|fbe wof| |oh qhsxn| `j |oh dhfsxqhdhe| wfs% Be |oh dhfe|bdh. |ohstqs| `ashqzhq. ofzbeg dflh |oh dhfsxqhdhe|. ofs `ashqzhl f lhsteb|h zfnxhι6. fel ofs qhlxchl ohq lhscqb}|b`e `j |oh srs|hd F |` |oh c`qqhs}`elbeghbghes|f|h%

\obs hfd}nh so`ws |of| b| dfr ah }`ssbanh |` ofzh lbhqhe| Obnahq|

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s}fchs wobco lhscqbah |oh qhsxn|s `j `ashqzf|b`es dflh ar lbhqhe| `ashqzhqs.

be f wfr |of| fnn`ws |oh lbhqhe| s|f|hs |` ah lbhqhe| jq`d hfco `|ohq. ax|fns` c`esbs|he| wb|o hfco `|ohq% \obs hfd}nh fns` so`ws xs |oh wfr |`f c`elb|b`e `j c`esbs|hecr wobco dxs| ah bd}`shl `e |oh vxfe|xd s|f|hsfssbgehl |` lbhqhe| a`xelfqbhs% \oh s|f|h ~b` 5 `e |oh beehq sxqjfch shhear |oh `ashqzhq dxs| e`| ah }qhcnxlhl ar |oh s|f|h

b cb~b 56 ⊗~b 51 shhe

ar |oh shc`el `ashqzhq. b%h% |oh fd}b|xlh cb= cfee`| ah {hq`% Wh wbnn cfnn|obs |oh c`eshesxs c`elb|b`e % S|f|hl j`qdfnnr. b| dhfes |of|

\ q6

φ6Y\ q1φ6)1T

4 = /3"

wohqh φ6 bs |oh s|f|bs|bcfn s|f|h |oh `ashqzhq ofs |of| qh}qhshe|s obs bej`q$

df|b`e fa`x| |oh srs|hd. φ6)1

bs |oh s|f|bs|bcfn s|f|h lhscqbabeg |oh wo`nhs|f|h `j |oh `ashqzhq fel srs|hd fel \ q1 dhfes f |qfch `zhq |oh `ashqzhqslhgqhhs `j jqhhl`d. wobnh \ q6 dhfes f |qfch `zhq |oh srs|hd‒s s|f|h s}fch%

<%< @|ohq c`esbs|hecr c`elb|b es

\ohqh fqh |w` `|ohq c`esbs|hecr c`elb|b`es |of| b| bs ef|xqfn |` bd}`sh f||obs s|fgh% \oh stqs| bs |of| bj |oh sxqjfch bs c`d}`shl `j |w` lbsc`eehc|hl}fq|s. S 6 fel S 1. wh dxs| ofzh

OS 6∫S 1 4 OS 6 ⊗ S 1 /<"

fel. shc`elnr. qhzhqsfn `j `qbhe|f|b`e bs fss`cbf|hl wb|o Ohqdb|bfe c`ekxgf$|b`e. s` |of|. bj  S bs |oh sfdh sxqjfch. wb|o `qbhe|f|b`e qhzhqshl.

O S  4 O†S  /8"

\oh s|f|hs fss`cbf|hl wb|o „|oh `ashqzhq— |ohe c`qqhs}`el |` nbehfq jxec$|b`efns `j |oh s|f|hs |of| c`qqhs}`el |` „|oh srs|hd—. wobco bs ef|xqfn gbzhe|of| |oh s|f|h s}fch bs f lhscqb}|b`e `j |ohbq be|hqjfch%

F sbd}nh `akhc|b`e dfr ah qfbshl |` |obs. wobco c`echqes |oh cfsh bewobco |oh fqhf `j |oh sxqjfch bs sdfnn c`d}fql |` |oh sb{h `j |oh wo`nh xeb$zhqsh% Be |obs cfsh |oh sxqjfch dfr c`e|fbe f sdfnn `ashqzhq n``ibeg f| fnfqgh xebzhqsh. ax| dbgo| b| fns` e`| sxqq`xel f sdfnn srs|hd ahbeg s|xlbhlwb|o fnn |oh qhs`xqchs fzfbnfanh be f nfqgh xebzhqsh0 \oxs. be |oh nbdb| |of||oh sxqjfch soqbeis l`we. so`xnle‒| `eh `j b|s fss`cbf|hl Obnahq| s}fchs gh|zhqr abg. wobnh |oh `|ohq ahc`dhs zhqr sdfnn0 \oh feswhq |` |obs bs |of|whqh |obs |` of}}he b| zb`nf|hs `xq ]qbecb}nh `j |oh bd}`ssbabnb|r `j fe be|hq$

}qh|f|b`e `j f c`sd`n`gbcfn |oh`qr ar fe `ashqzhq `x|sblh `j |oh xebzhqsh% Wh

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dxs| ihh} be dbel |of| |oh s|f|h s}fch fss`cbf|hl |` f a`xelfqr lhscqbahs

|oh bej`qdf|b`e |of| fe `ashqzhq `e `eh sblh dfr ie`w fa`x| |oh }fq| `j |oh w`qnl be |oh `|ohq sblh% Fs sxco. wohe |oh fqhf `j |oh sxqjfch lhcqhfshs.|oh lbdhesb`e `j |oh fss`cbf|hl s|f|h s}fch dfr lhcqhfsh. qh}qhshe|beg hb$|ohq |oh nbdb|hl bej`qdf|b`e cf}fcb|r `j |oh `ashqzhq. be |oh cfsh |of| |oh„`ashqzhq dfr ah shhe |` ah ahc`dbeg sdfnn— `q |oh lhcqhfsbeg exdahq `j lhgqhhs `j jqhhl`d `j |oh „srs|hd— be |oh cfsh |of| b| dfr ah ahc`dbegsdfnn%

O`whzhq. wobnh b| dfr ohn} |` |obei |obs wfr. wh so`xnl fns` qhdhdahq|of| |ohqh bs e` gxfqfe|hh |of| |oh z`nxdh be `eh qhgb`e `q |oh `|ohq bs fg``l }orsbcfn `ashqzfanh be vxfe|xd gqfzb|r%

8 ]`s|xnf|hs `j }nxqfnbs|bc vxfe|xd c`sd`n`gr

Be |oh eh| shc|b`e wh wbnn |xqe |` |oh df|ohdf|bcfn s|qxc|xqh wobco bsfzfbnfanh |` bd}nhdhe| |ohsh blhfs% J`q |oh }qhshe| wh dfr sxddfqb{h |ohqhsxn|s `j |oh qhfs`ebeg x} |bnn |obs }`be| be f nbs| `j }`s|xnf|hs. |of| whw`xnl nbih f vxfe|xd |oh`qr `j c`sd`n`gr |` sf|bsjr%

6" Lhsteb|b`e `j s|f|h s}fchs; F vxfe|xd c`sd`n`gbcfn |oh`qr fs$s`cbf|hs |` hzhqr `qbhe|hl |oqhh lbdhesb`efn sxqjfch ∊ 4 S × Q. wb|o S f c`d}fc| |w` sxqjfch wb|o`x| a`xelfqr. f Obnahq| s}fch OVG∊ . wobco bs f

qh}qhshe|f|b`e `j fe fnghaqf `j `}hqf|`qs FVG∊ % \ohsh fssbgedhe|s `j Obnahq|s}fchs sf|bsjr |oh c`elb|b`es /<" fel /8"% Jxq|ohqd`qh. j`q hzhqr c`a`qlbsd

D. wobco bs f j`xq dfebj`nl wb|o a`xelfqbhs ∁ D 4 ∊ ∫ ∊‱ |ohqh bs f nbehfqdf}. DΣ ; OVG∊ ↑ OVG∊‱ %

1" C`eshesxs c`elb|b`e; F }nxqfnbs|bc vxfe|xd s|f|h `j |oh xebzhqsh 

bs fe fssbgedhe| `j f s|f|bs|bcfn s|f|h φS×Q be|` hfco OVGS×Q. sxakhc| |`|oh c`eshesxs c`elb|b`e . wobco be lbh`d`q}obsd bezfqbfe| nfegfxgh bs h$}qhsshl fs j`nn`ws% Nh| |oh sxqjfch S  ah `j |oh j`qd `j |w` lbsc`eehc|hl}bhchs S 4 S B ∫ S BB % \ohe wh ie`w jq`d /<" |of|

OVGS×Q 4 OVGS B ×Q ⊗ OVGS BB ×Q% /:"

\oh c`eshesxs c`elb|b`e bs |ohe |oh qhvxbqhdhe| |of|

\ qB  /Y\ qBB φB ∫BB T φB " 4 = /7"

\oh be|hq}qh|f|b`es `j |ohsh `akhc|s fqh |oh j`nn`wbeg% J`q hzhqr ∊ whdfr c`es|qxc| f j`xq lbdhesb`efn qhgb`e `j s}fch|bdh W  sxco |of| ∊ ⊁

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∁ 

W % \oh qhgb`e

W dfr c`e|fbe fe `ashqzhq. |`gh|ohq wb|o cn`cis fel

dhfsxqbeg bes|qxdhe|s |of| fqh fanh |` dhfsxqh |oh zfnxhs `j sthnls belxchl`e ∊% \oh fnghaqf `j `ashqzfanhs FVG∊ |ohe dxs| ofzh f cnfssbcfn nbdb|wobco c`qqhs}`els |` fe fnghaqf `j sthnls be f cnfssbcfn s}fch|bdh belxchl `ef sxqjfch ∊ /shh <. ahn`w%" F s|f|h φS×Q |ohe c`qqhs}`els |` |oh bej`qdf|b`e|of| fe `ashqzhq be W dfr ofzh fa`x| |oh sthnls belxchl `e ∊ 4 S × Q%\ohsh. |`gh|ohq wb|o ie`wnhlgh `j |oh c`es|qfbe|s fel lrefdbcs. dfr |oheah xshl |` bejhq bej`qdf|b`e fa`x| |oh zfnxhs `j sthnls be |oh qhgb`e `e „|oh`|ohq sblh `j ∊—%

J`q hfd}nh. bj S 4 S 1 × Q wo`sh be|hqb`q bs W 4 S 3 × Q. |ohe wh dfrsfr |of| fe `ashqzhq wo` nbzhs be |oh „w`qnl$|xah— W  bs fanh. ar dhfes `j dhfsxqhdhe|s `j sthnls `e |oh a`xelfqr S 1

×Q. |` gfbe bej`qdf|b`e fa`x|

|oh xebzhqsh h|hqefn |` |oh a`xelfqr% \obs bej`qdf|b`e bs |ohe qhc`qlhl be|oh zfnxh `j f s|f|bs|bcfn s|f|h φS 1×Q%

3" E` be|hq}qh|f|b`e be |hqds `j h|hqefn `ashqzhqs; OVGS×Q ↑ C .|oh c`d}nh exdahqs. be |oh nbdb| |of| |oh |w` sxqjfch S soqbeis |` f }`be|%

<" Bec`q}q`qf|b`e `j vxfe|xd gqfzb|r; F∊ dxs| ofzh f sxafnghaqfFS . wobco becnxlhs `ashqzfanhs |of| dhfsxqh |oh s}fch|bdh dh|qbc gfa felnhj| ofelhl s}be c`eehc|b`e FFAF }xnnhl afci be|` |oh |w` sxqjfch S % /\ohshwbnn ah lhe`|hl oζα  fel fFAζ qhs}hc|bzhnr%"

8" \oh Ahihes|hbe c`elb|b`e; Nh| OS .o ah |oh sxas}fch `j  OVGS×Qc`e|fbebeg hbghes|f|hs `j |oh |w` dh|qbc `e S wb|o hbghezfnxhs lhe`|hl aro% \ohe. bj  F/o" bs |oh fqhf `j |oh |w` sxqjfch dh|qbc wh qhvxbqh.

lbd/OS .o" 4 hcF/o"/n1]n /?"

wohqh c bs f sthl lbdhesb`enhss c`es|fe|%Jbefnnr. wh qhvxbqh fe fb`d `j c`qqhs}`elhech wb|o nbehfqb{hl vxfe|xd

sthnl |oh`qr. wobco dfr ah j`qdxnf|hl fs j`nn`ws.:" C`qqhs}`elhech wb|o nbehfqb{hl VJ\; Nh| xs co``sh f c`sd`$

n`gbcfn c`es|fe| Ι /wobco bs fssxdhl `eh `j |oh }fqfd|hqs `j |oh |oh`qr".fe fqhf F= fel fe xn|qfzb`nh| cx|`  q sxco |of|

n1] n >> q1 >> F= >> Ι∑6/1 /2"

\ohe. nh|Onbe

Ι.F.q.ǩah |oh Obnahq| s}fch `j nbehfqb{hl gqfzb|`es /fel `|ohq

dfssnhss sthnls. bj lhsbqhl" qhs|qbc|hl |` f qhgb`e `j LhSb||hq s}fch|bdh wb|oc`sd`n`gbcfn c`es|fe| Ι a`xelhl ar f |oqhh a`xelfqr S 1 × Q. wb|o |ohdh|qbc belxchl `e |oh |w` s}ohqh ahbeg f |w` s}ohqh dh|qbc wb|o fqhf F ar|oh c`elb|b`e |of| |oh nbehfqb{hl sthnls zfebso f| |oh a`xelfqr% Jxq|ohq. be

1=

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|oh qhjhqhech jqfdh be wobco |oh a`xelfqr bs s|f|bc |w` c`elb|b`es fqh }x|

`e |oh s}hc|qxd% Jbqs|. |oh hehqgr `j |oh belbzblxfn gqfzb|`es fel `|ohqdfssnhss vxfe|f dxs| ah nhss |ofe |oh bezhqsh cx|`  q∑6% Shc`el. |oh |`|fnhehqgr /lhstehl be |hqds `j |oh vxfsb$n`cfn sxqjfch be|hgqfn O  4

 S 1 λ" dxs|

ah a`xelhl arH > ǩ

∛ F /6="

wb|o h}sbn`e dxco nhss |ofe `eh% Nh| FnbeΙ.F.q.ǩ ah fe fnghaqf `j `ashqzfanhsfss`cbf|hl wb|o |obs s}fch%

\oh dhfebeg `j |obs s}fch fel fnghaqf bs |ohr lhsteh |oh nbehfqb{hlnbdb| `j fer vxfe|xd |oh`qr `j gqfzb|r wb|o sdfnn c`sd`n`gbcfn c`es|fe|.qhs|qbc|hl |` |oh be|hqb`q `j f s|f|bc sxqjfch% \w` cx|`s fqh ehhlhl. `eh |`nbdb| |oh hehqgr `j fer sbegnh gqfzb|`e |` nhss |ofe |oh ]nfeci scfnh. |oh `|ohq|` nbdb| |oh |`|fn hehqgr |` ah dxco nhss |ofe |of| f| wobco gqfzb|f|b`efnabelbeg hehqgr. fel |oh c`nnf}sh |` f anfci o`nh. w`xnl ah qhnhzfe|%

J`q |oh vxfe|xd |oh`qr `j c`sd`n`gr |` ofzh fe fcch}|fanh nbehfqb{hlvxfe|xd sthnl |oh`qr nbdb| wh qhvxbqh |of| ohqh hbs|s f jfdbnr `j df}s.

 E Ι.F.q.ǩ ; OnbeΙ.F.q.ǩ ↑ OVGS 1×Q /66"

 E Ι.F.q.ǩ ; FnbeΙ.F.q.ǩ ↑ FVGS 1×Q /61"

sxco |of|

> E◪ί~E◪@~E◪ί 5VG4> ί~@~ί 5nbe )@/q/n]n")@/ǩ")@/n1] n/F" /63"

\obs gxfqfe|hhs |of| |ohqh bs f sxash| `j |oh }orsbcfn s|f|hs fel `a$shqzfanhs wo`sh }orsbcfn h}hc|f|b`e zfnxhs qh}q`lxch |oh }qhlbc|b`es `j |ohnbehfqb{hl |oh`qr%

\` }q`chhl |` bezhs|bgf|h |oh qhfs`efanhehss `j |ohsh }`s|xnf|hs wh dxs|fsi bj b| bs c`esbs|he| wb|o |oh }orsbcfn be|hq}qh|f|b`e `j a`|o ghehqfn qhnf$|bzb|r fel vxfe|xd |oh`qr. hs}hcbfnnr gbzhe |oh s}hcbfn }q`anhds fss`cbf|hlwb|o |oh e`|b`e `j |bdh% \obs bs |oh sxakhc| `j |oh eh| shc|b`e%

: \oh }q`anhd `j |bdh

@eh flzfe|fgh `j |oh }q`}`sfn kxs| dflh bs |of| b| dfr fnn`w f ehw }`ssb$abnb|r j`q |oh qhs`nx|b`e `j |oh }q`anhd `j |bdh. wobco ofs }nfxghl f||hd}|ss` jfq |` c`es|qxc| f vxfe|xd |oh`qr `j c`sd`n`gr%

\` be|q`lxch |oh afsbc blhf. nh| dh qhcfnn s`dh `j |oh }q`}`sfns |` qhs`nzh|oh }q`anhd `j |bdh be vxfe|xd c`sd`n`gr% @eh. lxh |` LhWb||Y:2T fel

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lhzhn`}hl fel flz`cf|hl ar Q`zhnnbY88T. bs |` xsh |oh Ohbsheahqg }bc|xqh

fel c`es|qxc| }orsbcfn `}hqf|`qs |of| lhscqbah c`qqhnf|b`es ah|whhe chq|fbelhgqhhs `j jqhhl`d. fss cbf|hl |` cn`cis fel `|ohq lhgqhhs `j jqhhl`d% Be|oh cnfssbcfn |oh`qr. b| bs chq|fbe |of| |ohqh fqh f nfqgh sh| `j }orsbcfn `a$shqzfanhs /|of| bs jxec|b`es `e |oh ibehdf|bcfn }ofsh s}fch |of| c`ddx|hwb|o |oh c`es|qfbe|s xelhq |oh ]`bss`e aqfcih|s" wobco fqh wof| Q`zhnnbcfnns „hz`nzbeg c`es|fe|s `j d`|b`e%— B| |ohe dfr ah |of| `}hqf|`qs cfe ahc`es|qxc|hl be |oh vxfe|xd |oh`qr |of| ofzh |oh sfdh dhfebeg /fn|o`xgo.`j c`xqsh |ohqh fqh lfxe|beg |hcoebcfn }q`anhds be l`beg |obs j`q f qhfnbs|bcsthnl |oh`qr qf|ohq |ofe j`q fe be|hgqfanh srs|hd%"

O`whzhq. hzhe bj |ohsh |hcoebcfn }q`anhds c`xnl ah `zhqc`dh. |ohqh bs febd}`q|fe| c`ech}|xfn }q`anhd. wobco bs o`w |oh h}hc|f|b`e zfnxhs `j |ohsh

`}hqf|`qs fqh |` ah c`qqhnf|hl wb|o `ashqzhqs dflh ar xs `ashqzhqs besblh|oh xebzhqsh% Bj wh c`xnl bdfgbeh |of| |ohqh fqh `ashqzhqs `x|sblh `j |ohxebzhqsh. wo` dfih `ashqzf|b`es `j |oh xebzhqsh. fel fqh fanh |` dfer |bdhs}qh}fqh fel dhfsxqh |oh s|f|h `j |oh wo`nh xebzhqsh. |ohr w`xnl ah fanh |`zhqbjr woh|ohq `q e`| |oh h}hc|f|b`e zfnxhs `j |ohsh „hz`nzbeg c`es|fe| `j d`|b`e `}hqf|`qs— be f }fq|bcxnfq }orsbcfn s|f|h fqh be fcc`ql wb|o |ohbq`ashqzf|b`es% Ax|. |obs bs s`dh|obeg wh. fs `ashqzhqs be |oh xebzhqsh. fqhxefanh |` l`%

Bj wh besbs| `e `xq }qbecb}nh |of| |ohqh so`xnl ah e` }`ssbabnb|r `j s}hfibegbe |hqds `j fe `ashqzhq `x|sblh `j |oh xebzhqsh. |ohe Q`zhnnb‒s }q`}`sfn. hzhebj b| w`qis |hcoebcfnnr. w`xnl e`| nhfl |` }qhlbc|b`es |of| c`xnl ah cohcihl

ar xs `ashqzhqs besblh |oh xebzhqsh%\oh sfdh sb|xf|b`e o`nls be `|ohq }q`}`sfns c`echqebeg |oh }q`anhd `j |bdh be vxfe|xd c`sd`n`gr sxco fs |oh }q`}`sfn `j ]fgh fel W``||hqsY7=T.fel |oh }q`}`sfn `j Y:8T% Be |oh stqs|. `eh bdfgbehs |of| |oh Obnahq| s}fch bsf lbqhc| }q`lxc|

O 4 Ocn`ci ⊗ O`|ohq /6<"

`j f s}fch qh}qhshe|beg f cn`ci lhgqhh `j jqhhl`d fel f s}fch qh}qhshe|beg`|ohq lhgqhhs `j jqhhl`d% ]orsbcfn vxfe|xd s|f|hs s|f|hs lhscqbah c`qqhnf$|b`es ah|whhe chq|fbe lhgqhhs `j jqhhl`d c`esblhqhl |` ah cn`cis fel |oh`|ohq lhgqhhs `j jqhhl`d. c`lhl be |oh he|fegnhdhe| `j |oh s|f|h. fs be

~ί 54b cb~|b 5

cn`ci

⊗~χb 5`|ohq

% /68"

\ohsh c`qqhnf|b`es fqh xelhqs|``l |` ah belxchl ar |oh c`es|qfbe|s. wobcobd}`sh |oh lrefdbcs% \oh lbhqhe| }`ssbanh }orsbcfn s|f|hs |ohe c`qqhs}`el

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|` |oh lbhqhe| sh|s `j c`qqhnf|b`es |of| fqh }`ssbanh ah|whhe |oh cn`ci fel

|oh `|ohq lhgqhh `j jqhhl`d. gbzhe |oh lrefdbcs%Fgfbe. wh ofzh |oh }q`anhd |of| |oh }qhlbc|b`es `j |oh hbs|hech `j sxco

c`qqhnf|b`es c`xnl `enr ah lh|hc|hl ar fe `ashqzhq `x|sblh |oh srs|hd% Hzhebj wh fcch}| |oh dfer w`qnls }`be| `j zbhw. wobco ]fgh fel W``|hqs shhd|` l`. fe `ashqzhq besblh |oh srs|hd cfe `enr zhqbjr |oh }qhshech `j `ehaqfeco. ax| |ohr cfee`| gbzh dhfebeg |` |oh c`hfficbhe|s cb e`q |ohr cfe |hnnbj |oh |oh`qr gbzhs |oh qbgo| qhnf|bzh whbgo|s |` |oh lbhqhe| c`qqhnf|b`es%

C`ezhqshnr. be |oh Afqa`xq }bc|xqh. |oh e`|b`e `j f sbegnh cn`ci lhgqhh `j jqhhl`d bs gbzhe x} be jfz`q `j |oh d`qh qhfnbs|bc }bc|xqh |of| |bdh bs dhf$sxqhl jq`d |oh c`becblhechs fd`eg fnn |oh lhgqhhs `j jqhhl`d be f c`d}nhxebzhqsh% Bes|hfl. |oh „wfzhjxec|b`e `j |oh xebzhqsh— bs be|hq}qh|hl |` gbzh

lbqhc|nr |oh qhnf|bzh jqhvxhecr j`q |oh `ccxqfech `j bes|fe|feh`xs c`estgx$qf|b`es be f gqhf| c`nnhc|b`e `j sxco c`estgxqf|b`es% \oh c`nnhc|b`e `j sxco„d`dhe|s— bs |fihe |` c`es|b|x|h qhfnb|r9 fer bd}qhssb`e `j |bdh c`dhs jq`d|oh hbs|hech `j dhd`qbhs. qhc`qls fel wof| Afqa`xq cfnns „|bdh cf}sxnhs—be c`d}nh bes|fe|feh`xs c`estgxqf|b`es%

\oh }q`anhd bs fgfbe |of| `enr fe `ashqzhq `x|sblh `j |oh xebzhqsh cfegbzh f dhfebeg |` |ohsh qhnf|bzh jqhvxhecbhs j`q „d`dhe|s— be Afqa`xq‒sc`ekhc|xqhl qhfnb|r%

@j c`xqsh. fnn `j |ohsh }q`}`sfns fnn`w |of| cnfssbcfn ghehqfn qhnf|bzb|rc`x}nhl |` vxfe|xd sthnls bs qhc`zhqhl bj |oh s|f|h bs f}}q`}qbf|hnr „shdb$cnfssbcfn—% Ax| wobnh f ehchssfqr c`elb|b`e j`q fe be|hq}qh|f|b`e. |obs bs e`|

sxfficbhe|. fs f g``l vxfe|xd |oh`qr `j c`sd`n`gr so`xnl be }qbecb}nh gbzh}qhlbc|b`es j`q fnn s|f|hs. e`| `enr |o`sh |of| fqh shdbcnfssbcfn% @|ohqwbsh.b|s }qhlbc|b`es dfr e`| lbhq jq`d |o`sh `j shdbcnfssbcfn gqfzb|r. }hqof}s|`gh|ohq wb|o |oh fllb|b`e `j s`dh }fq|bcxnfq a`xelfqr c`elb|b`e%

Jq`d |oh }qhshe| }`be| `j zbhw. |oh }q`anhd wobco fnn |ohsh }q`}`sfnsofzh be c`dd`e cfe ah qhs`nzhl be |oh j`nn`wbeg wfr% \oh }orsbcfn vxfe|xds|f|h bs e`w fss`cbf|hl |` f |oqhh lbdhesb`efn sxqjfch. wobco bs xelhqs|``l|` qh}qhshe| |oh hz`nx|b`e be |bdh `j |oh |w` lbdhesb`efn a`xelfqr `j f }fq|`j |oh xebzhqsh% \oh lhscqb}|b`e cfe a h c`d}nh|hnr bezfqbfe|. wb|o qhs}hc||` lbh`d`q}obsds a`|o be fel besblh `j |oh sxqjfch% \oxs. |bdh dxs| ahxelhqs|``l be |hqds `j c`qqhnf|b`es ah|whhe lhgqhhs `j jqhhl`d besblh |ohsxqjfch. woh|ohq |ohsh fqh h}qhsshl be Afqa`xq‒s. ]fgh fel W``|hq‒s `qQ`zhnnb‒s }bc|xqhs% Ax| |ohqh fqh be jfc| `ashqzhqs `x|sblh `j |oh srs|hd.|ohr nbzh kxs| `x|sblh |oh a`xelfqr% Jxq|ohqd`qh. bj wh xsh |oh s|f|bs|bcfnbe|hq}qh|f|b`e `j |oh vxfe|xd s|f|h. |ohe |oh s|f|bs|bcs }qhlbc|hl jq`d |ohh}hc|f|b`e zfnxhs `j `}hqf|`qs fqh be|hq}qh|hl be |hqds `j |oh qhnf|bzh jqh$

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vxhecr }q`afabnb|r j`q wof| c`qqhnf|b`es ah|whhe cn`cis fel `ashqzhqs |ohr

wbnn shh bj |ohr `ashqzh |oh srs|hd `e |ohbq sxqjfch%J`q hfd}nh. bj |oh s|f|h bs `j |oh j`qd /68" |ohe |oh ~cb~1 fqh |oh }q`a$

fabnb|r |of| bj |ohr `ashqzh |oh srs|hd |ohr wbnn stel |of| |oh cn`ci qhfls f|bdh |b wobnh |oh qhs| `j |oh srs|hd bs be f s|f|h ~χb 5 /fssxdbeg j`q sbd$}nbcb|r |oh |qbzbfn beehq }q`lxc|%" \ohr cfe be }qbecb}nh cohci |oh }qhlbc|hl}q`afabnb|bhs ar }qh}fqbeg |oh }fq| `j |oh xebzhqsh besblh |oh a`xelfqr dfer|bdhs be |oh s|f|h ~ί 5 fel qh}hf|beg |oh h}hqbdhe|%

Sx}}`sh `xq `ashqzhqs l` |oh h}hqbdhe| be shvxhech dfer |bdhs. wbnn|ohr qhc`ql f shvxhech `j |bdhs |of| fqh be cq`e`n gbcfn `qlhq0 Wbnn |oh|bdhs |ohr dhfsxqh j`q |oh cn`ci be |oh srs|hd ah srecoq`eb{hl wb|o cn`cis|ohr dfr cfqqr `x|sblh `j |ohbq a`xelfqr0 \` feswhq sxco vxhs|b es wh

cfee`| kxs| qhnr `e |oh vxfe|xd lhscqb}|b`e `j |oh `ashqzhqs |ohdshnzhs%Sxco vxhs|b`es cfe `enr ah feswhqhl be |oh vxfe|xd |oh`qr ar hecn`sbeg |oh`ashqzhqs fel |oh srs|hd besblh f shc`el a`xelfqr S ‱× Q fel c`es|qxc|begf Obnahq| s}fch |` qh}qhshe| |oh c`dabehl srs|hd `j |oh stqs| srs|hd fel b|s`ashqzhq% \oh s|f|h `j |obs c`dabehl srs|hd |ohe lhscqbahs |oh bej`qdf|b`e|of| f shc`el `ashqzhq. `x|sblh |oh shc`el a`xelfqr cfe ofzh fa`x| b|% \obs`ashqzhq cfe dfih `ashqzhqs `j |oh c`dabehl srs|hd `j |oh stqs| `ashqzhq }nxs|oh stqs| srs|hd. fel ar l`beg s` feswhq vxhs|b`es nbih |ohsh%

Be |obs c`e|h| fs whnn. |oh c`eshesxs c`elb|b`e /3" bs hsshe|bfn |` gxfq$fe|hh |of| |oh }q`afabnb|bhs fc|xfnnr shhe ar |oh stqs| `ashqzhq fgqhh wb|o|oh ~cb~1 be |oh h}fesb e `j |oh s|f|h shhe ar |oh shc`el `ashqzhq% J`q.

ar |oh |oh`qhd `j Jbeihns|hbeY76T fel Ofq|nhY71T b| gxfqfe|hhs |of| be |ohnbdb| `j f nfqgh exdahq `j `ashqzf|b`es. |ohsh |w` }q`afabnb|bhs wbnn fgqhh%\oxs. be |oh }qhshe| c`e|h|. |obs |oh`qhd }nfrs fe hsshe|bfn q`nh. ax| `ehqf|ohq lbhqhe| |ofe be |oh dfer w`qnls be|hq}qh|f|b`e% Qf|ohq |ofe gbzbegf dhfebeg |` }q`afabnb|r b| gxfqfe|hhs |of| |oh }q`afabnb|bhs j`q hzhe|s shhear |oh lbhqhe| `ashqzhqs fqh c`esbs|he| wb|o hfco `|ohq%

\oxs. b| dfr ah sfbl |of| |obs be|hq}qh|f|b`e bs gbzbeg dhfebeg |` A`oq‒ss|f|hdhe| |of| |oh s}nb| ah|whhe |oh cnfssbcfn fel vxfe|xd w`qnl cfe ahdflh fqab|qfqbnrY73T% J`q b| fnn`ws xs |` c`esblhq f lhscqb}|b`e |of| bs gbzhear s}hcbjrbeg sbdxn|feh`xsnr |oh s|f|hs fss`cbf|hl wb|o fnn sxco }`ssbanhs}nb||begs% B| bs zhqr be|hqhs|beg |of| |` xsh |obs be|hq}qh|f|b`e |` qhs nzh}q`anhds be vxfe|xd c`sd`n`gr sxco fs |oh }q`anhd `j |bdh wh dxs| xshs`dh `j |oh qhsxn|s fss`cbf|hl wb|o |oh dfer w`qnls be|hq}qh|f|b`e% O`w$hzhq. fs be |oh cfsh `j |oh |oh`qhd `j Jbeihns|hbe fel Ofq|nh. |ohbq q`nh bs|qfesj`qdhl jq`d gbzbeg f dhfebeg |` fe be|hq}qh|f|b`e be |hqds `j `eh s|f|hfel dfer w`qnls. |` hesxqbeg |oh c`esbs|hecr `j fe be|hq}qh|f|b`e be wobco

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dfer s|f|hs lhscqbah dfer }fq|bfn `ashqzf|b`es `j `eh w`qnl%

7 \oh cnfssbcfn nbdb| fel |oh |bdhnbih beb|bfn lf|f

}q`anhd

Bj |oh }bc|xqh wh fqh lhscqbabeg bs |` w`qi. b| dxs| ofzh f cnfssbcfn nbdb|wobco dfihs shesh be |hqds `j cnfssbcfn ghehqfn qhnf|bzb|r% Wh dxs| |ohe fsiwoh|ohq |ohqh bs f j`qdxnf|b`e `j cnfssbcfn ghehqfn qhnf|bzb|r be |oh s}fcbfnnrc`d}fc| cfsh be wobco |oh |oh`qr dfr ah lhscqbahl be |hqds `j sthnls belxchl`e f |bdhnbih sxqjfch ∊ 4 S × Q% \obs bs hvxzfnhe| |` }`sbeg |oh |bdhnbih 

beb|bfn lf|f }q anhd  Y7<T% \obs bs |oh vxhs|b e `j woh|ohq |ohqh bs lf|f.

sxakhc| |` c`es|qfbe|s. |of| dfr ah gbzhe `e sxco f sxqjfch ∊. sxco |of||oh |oqhh dh|qbc gbzhe `e ∊ ofs sbgef|xqh /∑. ). )" fel sxco |of| |oh lf|flh|hqdbehs f s`nx|b`e |` Hbes|hbe‒s hvxf|b`es. f| nhfs| be f ehbgoa`qo``l `j |oh sxqjfch%

\oh |bdhnbih beb|bfn lf|f }q`anhd. fn`eg wb|o b|s c`xsbe. |oh exnn beb|bfnlf|f }q`anhd. bs e`| fs whnn s|xlbhl fs |oh c`ezhe|b`efn beb|bfn lf|f }q`anhdbe |hqds `j s}fchnbih sxqjfchs% Ax|. b| ofs `j|he ahhe `ashqzhl |of| |ohOfdbn|`ebfe j`qdfnbsd l`hs e`| qhvxbqh |of| |oh sxqjfch `e wobco |oh sthnlsfel d`dhe|f fqh lhqstehl ah s}fchnbih% \oxs. f| nhfs| j`qdfnnr. `eh cfec`es|qxc| f j`qdfnbsd j`q stqs| `qlhq hz`nx|b`e `j lf|f. sxakhc| |` c`es|qfbe|s.jq`d f |bdhnbih beb|bfn lf|f sxqjfch% Be |obs j`qdfnbsd. d`dhe|f c`qqhs}`el|` lhqbzf|bzhs ` `j |oh sxqjfch. fel |ohqh fqh c`es|qfbe|s. wobco fqh `j |ohsfdh j`qd fs |oh xsxfn c`es|qfbe|s. wb|o chq|fbe cofeghs `j sbge lxh |` |ohcofegh be |oh sbgef|xqh `j |oh belxchl |oqhh dh|qbc%

\obs j`qdfnbsd wbnn ah lbscxsshl be lh|fbn hnshwohqhY78T% J`q |oh }qhshe|.wh ehhl `enr ie`w |of| f| |oh j`qdfn nhzhn |oh Ofdbn|`ebfe j`qdfnbsd cfeah |qfesnf|hl |` f |bdhnbih sxqjfch% B| bs fns` be|hqhs|beg |` e`|h |of| be|obs cfsh b| bs |oh lbh`d`q}obsd c`es|qfbe|s |of| belxchs |oh c`qqhnf|b`esah|whhe lhgqhhs `j jqhhl`d `e |oh sxqjfch |of| dbgo| ah xshl |` dhfsxqh|bdh fel `|ohq lhgqhhs `j jqhhl`d% \oh q`nh `j |oh Ofdbn|`ebfe c`es|qfbe| bs|ohe |` lhzhn`} |oh s`nx|b`e be|` |oh be|hqb`q. fel |oxs hs|fanbso c`qqhnf|b`esah|whhe sthnls `e |oh sxqjfch fel sthnls be |oh be|hqb`q%

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? Bec`q}`qf|beg |`}`n gbcfn vxfe|xd sthnl |oh`qr

fel vxfe|xd gqfzb|r

E`w |of| wh ofzh shhe |of| |oh }q`anhd `j |bdh. fs whnn fs |oh cnfssbcfnnbdb|. shhd |` }`sh e` }q`anhds `j }qbecb}nh. wh dfr |xqe |` |oh vxhs|b`e`j |qrbeg |` qhfnb{h |oh }`s|xnf|hs dflh be shc|b`e 8 be |hqds `j f c`ecqh|hdf|ohdf|bcfn c`es|qxc|b`e%

\oh }q`}`sfn dflh fa`zh qhnbhs `e fe f}}fqfe| c`becblhech. wobco bs|of| a`|o |oh Ahihes|hbe a`xel fel |oh }`be| `j zbhw fa`x| vxfe|xd c`s$d`n`gr }q`}`shl be |oh shc|b`e < nhfl |` |oh sfdh c`ecnxsb`e. wobco bs |of|vxfe|xd gqfzb|r. be |oh c`sd`n`gbcfn cfsh. dfr ah lhstehl be |hqds `j s|f|hs}fchs f||fcohl |` |oqhh lbdhesb`efn „|bdhnbih— sxqjfchs wobco qh}qhshe| |oh

bej`qdf|b`e |of| `ashqzhqs wo` dhfsxqh sthnls belxchl `e |oh sxqjfch dfrofzh fa`x| |oh lhgqhhs `j jqhhl`d be b|s be|hqb`q% \oxs. b| bs zhqr ef|xqfn|` sre|ohsb{h |oh |w` nbehs `j lhzhn`}dhe|. wobco bs wof| wh ofzh l`eh bej`qdxnf|beg |ohsh }`s|xnf|hs%

\oh vxhs|b`e |of| dxs| e`w ah }`shl. o`whzhq. bs o`w |ohsh }`s|xnf|hsfqh |` ah qhfnb{hl be f c`ecqh|h |oh`qr% Be |oh j nn`wbeg shc|b`es B wbnn}qhshe| `eh }q`}`sfn j`q o`w |` l` |obs. wobco bs afshl `e f jxq|ohq f}}fqhe|c`becblhech%

Be `qlhq |` }q`chhl |oh dfbe vxhs|b`e |of| dxs| ah feswhqhl bs o`w|oh steb|h lbdhesb`efn s|f|h s}fchs. wobco fqh |oh hbghes}fchs `j |oh |w`dh|qbc `}hqf| qs fqh |` ah qhfnb{hl% \oh o`}h |` qhfnb{h |obs fel |oh `|ohq

c`elb|b`es c`dhs jq`d fe f}}fqhe| c`becblhech `j |w` qhsxn|s. `eh jq`de`e$}hq|xqaf|bzh vxfe|xd gqfzb|r fel `eh jq`d |`}`n`gbcfn vxfe|xd sthnl|oh`qr% \oh stqs| bs |oh lbsc`zhqr |of| be e`e$}hq|xqaf|bzh vxfe|xd gqfzb|r|oh `}hqf|`qs |of| dhfsxqh fqhfs `j qhgb`es. Q `j fer |w` lbdhesb`efn sxq$jfch S . wobco dfr ah lhe`|hl FYQT. ofzh lbscqh|h s}hc|qf% \` sfr |obs d`qh}qhcbshnr. |oh afsbc qhsxn| bs |of| |oh vxfe|xd s|f|hs `j f lbh`d`q}obsdbezfqbfe| vxfe|xd sthnl |oh`qr be f qhgb`e Σ fqh gbzhe ar |oh lbh`d`q$}obsd cnfsshs `j |oh s}be eh|w`qis be Σ Y6?. 1=T% \oh s}be eh|w`qis fqh |ohhbghes|f|hs `j FYQT fel |oh c`qqhs}`elbeg hbghezfnxhs fqh gbzhe ar |oh s}bes`j |oh hlghs `j |oh eh|w`qi |of| be|hqshc| |oh sxqjfch f| }`be|s be |oh qhgb`eQ% \oxs. bj ~Γ 5 bs |oh vxfe|xd s|f|h fss`cbf|hl |` |oh s}be eh|w`qi Γ be Σ

fel r

Γ.Q

ζ fqh |oh }`be|s f| wobco |oh s}be eh|w`qi dhh|s |oh qhgb`e Q `j |oha`xelfqr. fel kζ fqh |oh s}bes `j |oh hlghs |of| dhh| a`xelfqr. wh ofzh

FYQT~Γ 54 n1] nζ

  kζ/ kζ ) 6"~Γ 5 /6:"

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@eh wfr |` dhfsxqh |oh |w` dh|qbc. x} |` lbh`d`q}obsds. bs |` dhf$

sxqh |oh FYQT j`q fnn |oh Q ⊁ S % Wh shh |ohe |of| |oh |w` dh|qbc cfe ahc`esblhqhl |` ofzh f lbscqh|h s}hc|qxd% \oh sbdxn|feh`xs hbghes}fchs `j |oh FYQT fqh nfanhl ar }xec|xqhs rζ dfqihl ar s}bes kζ wobco nfahn qh}qh$she|f|b`es `j  SX /1"% \oxs. |oh hbghes}fchs OVGS .o . wobco so`xnl ofzh steb|h

lbdhesb`e. so`xnl d`qh }qhcbshnr ah nfanhl OVGS .rζ.kζ%Fs f qhsxn|. |ohqh fqh e` }q`anhds wb|o c`e|bexxd dhfsxqhs be |oh s|f|h$

dhe| `j }`s|xnf|h 8. s` |of| wh dfr wqb|h.

OVGS×Q 4 ⊘e ⊘ kζ OVGS .rζ.kζ /67"

\obs bs f s|h}. ax| b| l`hs e`| rh| h}nfbe |` xs o`w |` c`es|qxc| s|f|h

s}fchs |of| fqh hbghes}fchs `j |ohsh `}hqf|`qs |of| ofzh steb|h lbdhesb`e|of| gq`ws h}`ehe|bfnnr wb|o |oh fqhf% \` shh o`w |` l` |obs. wh dxs| |xqe|` s`dh afsbc qhsxn|s `j |`}`n`gbcfn vxfe|xd sthnl |oh`qr%

Ahj`qh h}nfbebeg o`w |obs }q`anhd bs s`nzhl. |o`xgo. wh dxs| lbzhq| |`lbscxss f qhdfqifanh `ashqzf|b`e `j N`xbs Cqfeh. wobco bs |of| |oh fb`ds`j |`}`n`gbcfn vxfe|xd sthnl |oh`qr be |oqhh lbdhesb`es fqh hfc|nr wof| bsehhlhl |` gxfqfe|hh |oh c`esbs|hecr `j f dfer$Obnahq| s}fch qhj`qdxnf|b`e`j vxfe|xd |oh`qr `j |oh |r}h wh ofzh ahhe lbscxssbegY6T% \obs bs ahcfxshar |oh fb`ds `j F|brfoY6=T. \VJ\‒s fx|`df|bcfnnr fssbge s|f|h s}fchs |`a`xelfqbhs. s` |of| |oh c`elb|b es /<" fel /8" fqh sf|bssthl% D`qh`zhq. |oh}`sxnf|h 3" bs fx|`df|bcfnnr qhfnb{hl fs f qhsxn| `j |oh fb`ds% J`q |ohsh fel

`|ohq qhfs`es. lhscqbahl be obs }f}hqs. Cqfeh ofs flz`cf|hl |oh c`es|qxc|b`e`j f vxfe|xd |oh`qr `j gqfzb|r fs fe h|hesb`e `j |`}`n`gbcfn vxfe|xd sthnl|oh`qr% \oh }q`}`sfn B wbnn so`q|nr dfih bs belhhl fe f||hd}| |` qhfnb{h |obs}q`gqfd8%

Jxq|ohqd`qh. |`}`n`gbcfn vxfe|xd sthnl |oh`qr ef|xqfnnr h|hels |` |ohcfsh `j |w` lbdhesb`efn sxqjfchs wb|o }`be|s dfqihl ar qh}qhshe|f|b`es `j gq`x}sY1:T fel s}be eh|w`qis }nfr f ef|xqfn q`nh be |obs j`qdxnf|b`e% Fd`eg|oh fb`ds `j  \VJ\  `eh stels |of| f |oqhh lbdhesb`efn \VJ\  fss`cbf|hl|` f vxfe|xd gq`x} G bs f jxec|`q |of| fssbgesY6=. 6T;

‡ |` hzhqr |w` lbdhesb`efn sxqjfch S wb|o e }xec|xqhs rζ. ζ 4 6.%%%.enfanhl wb|o qh}qhshe|f|b`es kζ `j  G f steb|h lbdhesb`efn Obnahq| s}fch

OGS .kζ%8@|ohq f||hd}|s |` qhfnb{h vxfe|xd gqfzb|r fs fe h|hesb`e `j \VJ\ fqh lhscqbahl

beY6. 7:. 77. 7?. 72. ?=T%

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‡|` hzhqr |oqhh dfebj`nl Σ wb|o bdahlhl G$s}be eh|w`qi Γ. sxco |of|

∁ Σ 4 S  fel Γ be|hqshc|s S  be |oh e nfanhl }`be|s rζ. wb|o |oh nbehbe|hqshc|beg rζ ahbeg nfanhl ar |oh sfdh qh}qhshe|f|b`e kζ. f s|f|h~Γ. Σ 5∏ OGS .kζ%

E`|h |of| |obs bs lhstehl |` ah f jxec|`q jq`d |oh cf|hg`qr `j dfebj`nls.wb|o c`a`qlbds fs df}s |` |oh cf|hg`qr `j Obnahq| s}fchs. wb|o nbehfq df}sfs |oh df}s% \obs gxfqfe|hhs |of| |oh c`elb|b es /<" fel /8". fs whnn fs}`s|xnf|h 3" fqh fx|`df|bcfnnr sf|bssthl%

\oxs. b| shhds |of| |`}`n`gbcfn vxfe|xd sthnl |oh`qbhs fqh hfc|nr |oh`akhc|s wh ehhl |` c`es|qxc| |oh steb|h lbdhesb`efn s|f|h s}fchs |of| qh}qh$she| hbghes}fchs `j OS .o% D`qh }qhcbshnr. bj wh xsh |oh c`becblhech |of| s}be

eh|w`qis fel }`be|s dfqihl wb|o qh}qhshe|f|b`es `j f gq`x} f}}hfq be a`|o\VJ\  fel vxfe|xd gqfzb|r wh dfr |ohe dfih |oh or}`|ohsbs |of| |ohqhbs f |`}`n`gbcfn vxfe|xd sthnl |oh`qr fss`cbf|hl wb|o SX /1". |` wobco whdfr blhe|bjr |ohsh s}fchs. s` |of|

OVGS .rζ.kζ 4 O\VJ\ S .rζ.kζ/6?"

\ohqh bs f ef|xqfn cfelblf|h j`q |obs \VJ\. wobco bs |oh Cohqe$Sbd`es|oh`qr fss`cbf|hl wb|o |oh gq`x} SX /1"% \oh zfqbfanh |ohqh. wobco bs feSX /1" c`eehc|b`e. bs hfc|nr wof| wh ehhl |` qh}qhshe| fFAζ . |oh }xnn afci`j |oh Fso|hifq c`eehc|b`e |` S % Bj wh fqh |` |qr |` qhfnb{h |obs or}`|ohsbs.o`whzhq. |ohqh fqh |oqhh vxhs|b`es wh dxs| feswhq%

‡ Cfe wh gbzh fe be|hq}qh|f|b`e. be |hqds `j |oh }fqfdh|hqs `j vxfe$|xd gqfzb|r. |` |oh c`x}nbeg c`es|fe|. `q nhzhn. i `j |oh Cohqe$Sbd`es|oh`qr0 \obs bez nzhs |w` qhnf|hl }x{{nhs. stqs| |of| b| shhds |` ah`qlbefqr SX /1" s}be eh|w`qis |of| }nfr f q`nh be e`e$}hq|xqaf|bzhvxfe|xd gqfzb|r. wobnh b| bs |oh v$lhj`qdhl eh|w`qis |of| fqh qhnh$zfe| j`q \VJ\. fel shc`el |of| |oh c`ddx|f|b`e qhnf|b`es `j |oh |w`|oh`qbhs fqh lbhqhe|%

‡ Cfe |oh c`es|qfbe|s `j vxfe|xd gqfzb|r ah qh}qhshe|hl. `q b|s s`nx|b`esh}qhsshl. be |hqds `j |oh s|f|hs `j |oh Cohqe$Sbd`es |oh`qr0

‡ Bs |oh Ahihes|hbe a`xel sf|bssthl0

B| |xqes `x|. fs B wbnn lhscqbah be |oh eh| shc|b`e. |of| |ohqh fqh ef|xqfnfeswhqs |` |oh stqs| |w` vxhs|b`es fel |of|. jxq|ohqd`qh. |oh feswhq |` |oh|obql vxhs|b`e bs rhs%

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2 F }q`}`sfn

Jq`d |oh sblh `j vxfe|xd gqfzb|r. wh shhi f |oh`qr |of| }q`zblhs f qh}$qhshe|f|b`e j`q |oh `ashqzfanhs |of| wbnn ah belxchl be f |oqhh lbdhesb`efn|bdhnbih sxqjfch. ∊ 4 S × Q. wohqh S dfr ah c`esblhqhl fe be|hqshc|b`e`j ∊ wb|o f sxqjfch `j c`es|fe| „|bdh—% Wh dfr |ohe. |` dfih f c`eehc$|b`e wb|o |oh s|felfql 3 ) 6 cfe`ebcfn j`qdfnbsd c`esblhq |oh fnghaqf `j `ashqzfanhs belxchl be |oh |w` sxqjfch S % \ohsh becnxlh |oh }xnn afcis be|`S `j |oh cxqzf|xqh |w` j`qd J FAfa fel |oh lxfn `j |oh lhesb|b{hl jq`d sthnlH FAfa 4 ǩfacH˞ cFA wobco B wbnn lhe`|h ar j FA fel hFA . qhs}hc|bzhnr:% Whdfr e`|h |of| |ohsh fnn c`ddx|h wb|o hfco `|ohq xelhq |oh s|felfql ]`bss`eaqfcih|s `j ghehqfn qhnf|bzb|r%

Be qhj% Y17T B s|xlbhl |oh cfsh be wobco ∊ wfs f a`xelfqr `j s}fch|bdh.|` wobco wh ehhlhl |` fss`cbf|h }fq|bcxnfq a`xelfqr c`elb|b`es fs whnn fs fa`xelfqr |hqd be |oh fc|b`e% \ohqh B s|xlbhl f }fq|bcxnfq c`elb|b`e cfnnhl|oh „shnj$lxfn— a`xelfqr c`elb|b`e. be wobco

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Fs f qhsxn|. f Obnahq| s}fch |of| qh}qhshe|s |obs fnghaqf `j `ashqzfanhs.

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wohqh ίFACL bs f |`|fnnr srddh|qbc s}be`q. qh}qhshe|beg |oh s}be$|w` lh$

gqhhs `j jqhhl`d `j |oh gqfzb|f|b efn sthnl% \obs qhnf|b`esob} cfe ah shhea`|o jq`d |oh CLK  j`qdfnbsdY?6T fel |oh Ehwdfe$]heq`sh hvxf|b`esY?1T%Wh dfr e`|h |of| |obs hvxf|b`e c`es|b|x|hs be jfc| |oh ghehqfn s`nx|b`e |`|oh Ofdbn|`ebfe fel lbh`d`q}obsd c`es|qfbe|s. `q hvxbzfnhe|nr |oh jqfdhsthnl sthnl hvxf|b`es. }xnnhl afci be|` fer |oqhh sxqjfch |of| c`e|fbes S %

\obs hvxf|b`e cfe fns` ah xelhqs|``l |` ah fe h}qhssb`e `j |oh ofdbn$|`ebfe fel lbh`d`q}obsd c`es|qfbe|s% Fs }`be|hl `x| ar QhbsheahqghqY8:T.`eh cfe h}qhss |oh c`es|qfbe|s c`dbeg jq`d |oh CLK fc|b`e ar |oh s|f|h$dhe| |of| |ohqh dxs| hbs| f srddh|qbc s}be`q ίFACL sxco |of| /13" bssf|bssthl% \obs dfr ofzh s`dh flzfe|fghs `zhq |oh s|felfql. Fso|hifq. j`qd`j |oh c`es|qfbe|s. fs b|s lhqbzf|b`e dfihs e` fssxd}|b`e `j |oh bezhq|babnb|r

`j |oh dh|qbc%O`w fqh wh |` qh}qhshe| |obs qhnf|b`esob} vxfe|xd dhcofebcfnnr0 B| bs

cnhfq |of| wof| |oh hvxf|b`e bs sfrbeg bs |of| be ghehqfn |oh |w` sthnls hFA

fel j FA fqh jqhh |` s`dh h|he| |` zfqr belh}helhe|nr. fs n`eg fs |ohr fqhqhnf|hl ar /1<"% \obs dhfes |of| |ohr cfe lbhq ar |oh fc|b`e `j |w` |hqds.|ohqh bs f c`e|qbax|b`e |` j FA wobco bs }q`}`q|b`efn |` Ι |bdhs hFA fel|ohqh bs f shc`el |hqd wobco bs }q`}`q|b`efn |` |oh fc|b`e `j f s}be |w` sthnl%

\` |qfesnf|h |obs vxfe|xd dhcofebcfnnr nh| xs e`|h |of| be |oh cfsh |of||oh s}be |w` sthnl bs fashe| |ohr fqh s|qbc|nr }q`}q|b`efn |` hfco `|ohq% Be |obscfsh. o`w bs |oh hvxf|b`e /62" qh}qhshe|hl vxfe|xd dhcofebcfnnr0 Be |ohn``} qh}qhshe|f|b`e. hFA wbnn ah qh}qhshe|hl ar f sh| `j }xec|xqhs. wobco

fqh |oh be|hqshc|b`es `j f s}be eh|w`qi Γ wb|o |oh |w` sxqjfch S % \ohsh}xec|xqhs fqh nfanhl ar qh}qhshe|f|b`es `j  SX /1"v . wobco fqh |o`sh cfqqbhlar |oh nbehs `j |oh s}be eh|w qi f| |oh be|hqshc|b`es% Bj  j FA bs. be |obsnbdb|beg cfsh. |` ah }q`}`q|b`efn |` hFA . |ohe b| dxs| fns` ah qh}qhshe|hlar |oh sfdh sh| `j }xec|xqhs. nfahnhl ar |oh sfdh qh}qhshe|f|b`es% \obsbs wof| of}}hes wohe wh bd}`sh |oh shnj$lxfn c`elb|b`e /62". fs lhscqbahlbe Y17T% \oh qhsxn| bs |of|. xelhq |ohsh c`elb|b es. wohe wh dhfsxqh |ohdh|qbc `j |oh |w` sxqjfch /fel ohech hFA". wh }bci `x| fe hbghes|f|h `j |oh`}hqf|`qs |of| dhfsxqh hnhdhe|s `j fqhf be |oh sxqjfch. fel |obs }bcis `x| fsh| `j }xec|xqhs fel qh}qhshe|f|b`es% Ahcfxsh `j |oh }q`}`q|b`efnb|r `j  hFA

fel j FA. |oh qhsxn| bs |of| |obs }bcis `x| f |w` lbdhesb`efn vxfe|xd sthnl|oh`qr. wobco bs SX /1"v Cohqe$Sbd`es |oh`qr wb|o |of| co`bch `j }xec|xqhsfel qh}qhshe|f|b`es% \oh s|f|hs `j |obs |oh`qr qh}qhshe| |oh jqhhl`d |of||oh c`eehc|b`e. fFAζ . s|bnn ofs. `ech |oh c`elb|b`e /62" bs bd}`shl%

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qh}qhshe| |oh sb|xf|b`e fs j`nn`ws% \oh qh}qhshe|f|b`e `j |oh dh|qbc `ashqz$

fanhs hFA so`xnl ah |oh sfdh. s` |ohsh wbnn ofzh hbghes|f|hs. fss`cbf|hl wb|o|oh be|hqshc|b`es `j s}be eh|w`qis wb|o S . wobco fqh ohech nfanhl ar co`bchs`j }xec|xqhs. rζ fel qh}qhshe|f|b`es kζ% O`w fqh wh |` qh}qhshe| |oh lh$gqhhs `j jqhhl`d `j |oh c`eehc|b`e fFAζ . e`w sxakhc| |` |oh c`es|qfe| /1<"0Nh| xs qh}qhshe| |obs fs ahj`qh ar |oh Obnahq| s}fch `j SX /1"v Cohqe$Sbd`es|oh`qr. wb|o |oh sfdh sh| `j }xec|xqhs fs ahj`qh% \obs bs be fgqhhdhe| wb|o/1<". wobco |hnns xs |of| be qhgb`es `zhq wobco |oh be|hgqfn `j  hFA zfebsohs.|oh be|hgqfn `j  j FA dxs| zfebso fs whnn% O`whzhq. wohe b| bs fnn whl |`ah e`ezfebsobeg. nh| xs fnn`w j`q |oh c`eehc|b`e |` zfqr belh}helhe|nr arnh||beg |oh s}bes. wobco wh wbnn cfnn nζ f| |ohsh }xec|xqhs zfqr%

\oxs. |oh lhgqhhs `j jqhhl`d `j |oh vxfe|xd |oh`qr wbnn ah }xec|xqhs.

rζ. hfco `j wobco bs nfanhl ar |w` s}bes. kζ fel nζ c`qqhs}`elbeg |` |ohsh}fqf|h dh|qbc fel c`eehc|b e lhgqhhs `j jqhhl`d% O`whzhq. |oh dh|qbcfel c`eehc|b`e fqh e`| c`d}nh|hnr jqhh |` zfqr belh}helhe|nr. ahcfxsh |ohrfqh c`es|qfbehl cnfssbcfnnr ar /1<"% Sbech ίFACL bs f s}be |w` sthnl. |obsdhfes |of| vxfe|xd dhcofebcfnnr. hfco nζ dxs| hb|ohq ah }q`}`q|b`efn |`|oh c`qqhs}`elbeg kζ. `q dxs| ah be |oh lhc`d}`sb|b`e `j |oh dxn|b}ncf|b`e`j  kζ wb|o |oh s}be$|w` qh}qhshe|f|b`e% \of| bs. |oh vxfe|xd dhcofebcfnzhqsb`e `j /1<" dfr ah or}`|ohsb{hl |` ah.

nζ ∏ /1 ⊗ kζ. kζ" /18"

/@j c`xqsh kζ bs fnqhflr c`e|fbehl be |oh lhc`d}`sb|b`e `j |oh }q`lxc| `j 

b|shnj wb|o s}be 1. ax| j`q cnfqb|r. ahcfxsh b| c`dhs jq`d f sh}fqf|h |hqd. whnbs| b| sh}fqf|hnr%"

\oh qhsxn| bs |of| |oh s|f|h s}fch `j vxfe|xd gqfzb|r. fss`cbf|hl wb|o|oh |w` sxqjfch S e`w ahc`dhs.

OVGS  4 ⊘e ⊘ kζ OVGS .kζ /1:"

wohqh |oh OVGS .kζ fqh |oh hbghes}fchs `j  FYS T. |oh fqhf `j  S . wb|o hbghe$

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fnghaqf. be /16"% Wh cfe shh jq`d |of| hvxf|b`e |of| i∑6 e`| zfebsobeg

belbcf|hs |of| |ohqh bs f ibel `j fe`d`nbh be |oh |oh`qr. s` |of| |oh cnfssbcfnc`ddx|f|b`e qhnf|b`es ofzh ahhe d`lbsthl s` |of| fnn c`d}`ehe|s `j  FFAfe` n`eghq c`ddx|h% Fs bs so`we be Y17T |obs |xqes `x| |` ah qhnf|hl |` |ohehchssb|r |` jqfdh |oh n``}s |of| g` be|` |oh s}be eh|w`qi c`es|qxc|b`es. s`|of| f lbh`d`q}obsd be S |of| ofs |oh hhc| `j |wbs|beg f nbeh `j f s}beeh|w`qi /`q q`|f|beg f }xec|xqh" ofs |oh hhc| `j dxn|b}nrbeg |oh s|f|hs `j |oh |oh`qr be |oh s}be eh|w`qi afsbs ar f }ofsh%

Wh dfr e`|h |of| |ohqh fqh qhfs`es |` ahnbhzh |of| |obs bs f qhfn hhc|be |oh cfsh `j e`e$zfebsobeg c`sd`n`gbcfn c`es|fe|. wobco c`dhs jq`d |ohf||hd}|s |` lhsteh s|f|hs be |oh n``} qh}qhshe|f|b`e |of| w`xnl c`qqhs}`el|` |oh n``} |qfesj`qd `j |oh I`lfdf s|f|hY?3T% Sbech |oh fe`d nbh bs }q`$

}`q|b`efn |` i∑6. b| bs c`esbs|he| |` |fih i ≏ Ι∑6. fs hvxf|b`e /1=" fsshq|s%\` st |oh zfnxh `j  i. wh cfe xsh |oh fqgxdhe|s jq`d Y17T. wobco f}}nr.o`whzhq. |` |oh cfsh |of| ίFACL bs c`es|qfbehl |` zfebso. rbhnlbeg hv% /1="%Fn|hqef|bzhnr. wh cfe xsh fqgxdhe|s c`dbeg jq`d |oh f||hd}|s |` lhsteh |oh}f|o be|hgqfn bez`nzhl be |fibeg |oh n``} |qfesj`qd `j |oh I`lfdf s|f|h.wobco nhfl |` |oh sfdh c`ecnxsb`eY?8. ?<T% B| w`xnl. o`whzhq. ah ah||hq |`ofzh f d`qh ghehqfn fqgxdhe|. belh}helhe| `j hb|ohq f qhs|qbc|b`e `j |oh lh$gqhhs `j jqhhl`d f| |oh sxqjfch. `q |oh co`bch `j f }fq|bcxnfq s|f|h% \oxs. f|}qhshe|. b| bs }hqof}s ahs| |` |fih /1=" `zhq |` |oh }qhshe| cfsh fs f w`qibegor}`|ohsbs%

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qhshe|f|b`es `j  SX /1" f| hfco }xec|xqhY2T% \oxs. wh ofzh.

ζ

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B| bs e`| lbfficxn| |` lbsc`zhq |of| |obs wbnn ah |qxh j`q fnn c ≨ 1?/∛ 

3%Wh ofzh |oxs fcobhzhl `xq g`fn. wobco bs |` }`s|xnf|h f s|fq|beg }`be|

j`q f vxfe|xd |oh`qr `j gqfzb|r |of| bs c`esbs|he| wb|o |oh qhsxn|s wh wfe||` ihh} jq`d }qhzb`xs bezhs|bgf|b`es. becnxlbeg |oh ibehdf|bcfn s|qxc|xqh `j |oh n``} qh}qhshe|f|b`e% Jxq|ohq. wh ofzh |oh |oh`qr be f nfegxfgh wobco bssxb|fanh j`q }nxqfnbs|bc vxfe|xd |oh`qr fel. xsbeg |oh c`eehc|b`e ah|whhes}be eh|w`qis. fs |ohr qh}qhshe| hbghes|f|hs `j |oh fqhf `}hqf|`q be vxfe|xd

gqfzb|r. fel s}be eh|w`qis fs |ohr nfahn s|f|hs be |`}`n`gbcfn vxfe|xd sthnl|oh`qr. wh ofzh j`xel f wfr |` ef|xqfnnr bd}nhdhe| |oh Ahihes|hbe a`xel%\obs dhfes |of| wh ofzh f sthnl |oh`qr. fss`cbf|hl |` |w` lbdhesb`efn sxq$jfchs. |of| bd}nhdhe|s |oh o`n`gqf}obc or}`|ohsbs. fel bd}nhdhe|s ef|x$qfnnr |oh c`elb|b`e |of| |oh sxas}fchs `j |oh s|f|h s}fch |of| fqh hbghes}fchs`j |oh dh|qbc `j |oh a`xelfqr fqh steb|h lbdhesb`efn. wb|o |oh lbdhesb`e `j |oh a`xelfqr gq`wbeg h}`ehe|bfnnr wb|o |oh }orsbcfn fqhf%

6= C`ecnxsb`es

B| ehhl ofqlnr ah sfbl |of| |oh }qhshe| |oh`qr bs }x| j`qwfql wb|o fnn lxh

qhshqzh% Wof| B ofzh lhscqbahl ohqh bs `enr f sih|co `j f qhshfqco }q`gqfd%\ohqh fqh shzhqfn lbqhc|b`es be wobco |oh }q`}`sfns `x|nbehl ohqh dbgo| ah}xqsxhl% \oh |oh`qr sih|cohl be |oh }qhzb`xs shc|b`e ehhls |` ah lhzhn`}hlar |oh be|q`lxc|b`e `j fllb|b`efn `ashqzfanhs. c`qqhs}`lbeg |` c`d}`ehe|s `j |oh dh|qbc. c`eehc|b`es fel cxqzf|xqhs wobco fqh e`| |feghe| |` |oh sxqjfchs%B| bs }`ssbanh. j`nn`wbeg |oh qhsxn|s `j shc|b`e ZBb `j Y17T. |of| |obs wbnn hefanh|oh jxnn |fegnh fnghaqf `j Afh{ Y?:T |` ah qh}qhshe|hl%

F| |oh sfdh |bdh. `eh dfr |qr |` sofq}he |oh srs|hd `j }`s|xnf|hs}q`}`shl ohqh |` f srs|hd `j fb`ds |of| c`xnl ah |fihe fs |oh j`xelf|b`es`j f vxfe|xd |oh`qr `j gqfzb|r% \oh vxhs|b`e be |obs cfsh bs woh|ohq f srs|hd`j fb`ds cfe ah j`xel wobco fnn`ws a`|o cnfssbcfn ghehqfn qhnf|bzb|r felvxfe|xd sthnl |oh`qr `e sthl afcigq`xels |` ah lhqbzhl be |oh f}}q`}qbf|hnbdb|s%

Be |obs qhs}hc|. f zhqr be|hqhs|beg }`ssbabnb|r bs |of| Kfc`as`e‒s qhche|c`es|qxc|b`eY<3T cfe ah xshl |` lhqbzh |oh Hbes|hbe hvxf|b`es lbqhc|nr jq`d|ohqd`lrefdbcs |`gh|ohq wb|o f sh| `j }`s|xnf|hs fa`x| |oh jxelfdhe|fn

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vxfe|xd |oh`qr. sxco fs |o`sh }q`}`shl ohqh% Fcc`qlbeg |` Kfc`as`e‒s c`e$

s|qxc|b`e fnn |of| bs ehhlhl |` lhqbzh |oh Hbes|hbe‒s hvxf|b`es fs |oh cnfssbcfnnbdb| `j f vxfe|xd |oh`qr `j gqfzb|r fqh |oqhh fssxd}|b`es; 6" |oh nfws`j |ohqd`lrefdbcs 1" |oh qhc`zhqr `j nbehfqb{hl vxfe|xd sthnl |oh`qr beqhs|qbc|hl qhgb`es wo`sh cxqzf|xqhs fqh sdfnn be ]nfeci xeb|s fel 3" |ohc`eehc|b`e ah|whhe he|q`}r fel sxqjfch fqhf% \oh blhf bs |of| 1" dfr ahgxfqfe|hhl ar |oh nfs| }`s|xnf|h wobnh 3" bs gxfqfe|hhl ar |oh Ahihes|hbec`elb|b`e /?"% Wh dfr h}hc| |of| |oh nfws `j |ohqd`lrefdbcs fqh |` ahqhc`zhqhl jq`d |oh xsxfn s|f|bs|bcfn fssxd}|b`es. gbzhe |of| |oh xsh `j `qlb$efqr. qhnf|bzh jqhvxhecr s|f|bs|bcs bs gxfqfe|hhl ar |oh c`eshesxs c`elb|b`e%Woh|ohq |obs cfe ah cfqqbhl `x| be lh|fbn bs f zhqr be|hqhs|beg vxhs|b`e9 bj b|cfe |ohe |oh c`ecnxsb`e w`xnl ah |of| be f vxfe|xd |oh`qr `j gqfzb|r |oh

jxelfdhe|fn fb`d |of| be|q`lxchs gqfzb|f|b`e bs |oh c`eehc|b`e ah|whhebej`qdf|b`e fel he|q`}r. jq`d wobco Ehw|`e‒s nfws `j gqfzb|r w`xnl j`nn`wfs c`eshvxhechs `j |oh qhc`zhqr `j ghehqfn qhnf|bzb|r be |oh cnfssbcfn nbdb|%\obs qhzhqshs |oh c`ezhe|b`efn }`be| `j zbhw be wobco |oh nfw `j gqfzb|f|b`e.h}qhsshl be |hqds `j Hbes|hbe‒s hvxf|b`es bs |fihe |` ah jxelfdhe|fn. wb|o|oh c`eehc|b`e ah|whhe bej`qdf|b`e fel sxqjfch fqhf f c`eshvxhech%

Be |obs qhs}hc|. |oh ihr qhsxn| jq`d cfe`ebcfn vxfe|xd gqfzb|r |of| bsahbeg cfqqbhl `zhq be|` |obs c`e|h| bs |oh c`eehc|b`e ah|whhe s}be. nfahnbeg|oh s}be eh|w`qis |of| fqh |oh ibehdf|bcfn vxfe|xd s|f|hs. fel fqhf%

Jbefnnr. `e |oh c`ech}|xfn sblh. |oh }q`}`sfn dflh ohqh c`echqebeg |ohbe|hq}qh|f|b`e `j vxfe|xd |oh`qr ofs chq|fbe bd}nbcf|b`es |of| ehhl |` ah

bezhs|bgf|hl% Fs }qhshe|hl ohqh. |oh vxfe|xd s|f|hs fqh |fihe |` lhscqbahbej`qdf|b`e ohnl ar. `q fzfbnfanh |`. chq|fbe `ashqzhqs% \obs chq|fbenr nhfzhs`}he |oh }`ssbabnb|r |of| |oh vxfe|xd |oh`qr dbgo| |xqe `x| |` ah |oh s|f$|bs|bcfn dhcofebcs `j f d`qh jxelfdhe|fn |oh`qr sxco fs f e`e$n`cfn obllhezfqbfanhs |oh`qrY?7T% J`q qhfs`es |of| ofzh ahhe `j|he lbscxsshl. fer lh$}fq|xqh jq`d |oh }orsbcfn }`s|xnf|hs `j |oh vxfe|xd |oh`qr bs nbihnr |` ahc`sd`n`gbcfn be `qbgbeY3. <. ?7. ??T% B| dfr |oxs ah o`}hl |of|. hzhe bj vxfe$|xd dhcofebcs. h}qhsshl be |hqds `j nbehfq s|f|h s}fchs fel `}hqf|`qs. bse`| f jxelfdhe|fn |oh`qr. f j`qdxnf|b`e `j vxfe|xd |oh`qr |of| shesbanrh|hels |` f |oh`qr `j c`sd`n`gr dfr ah f s|h}}beg s|`eh |` f lhh}hq |oh`qr%

FCIE@WNHLGHDHE\S

\obs w`qi gqhw `x| `j dfer rhfqs `j c`nnfa`qf|b`e fel c`ezhqsf|b`es wb|oN`xbs Cqfeh fel Cfqn` Q`zhnnb% B fd gqf|hjxn |` N`xbs Cqfeh j`q besbs|beg `e

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|oh xshjxnnehss `j |oh cf|hg`qbcfn }`be| `j zbhw fel |` Cfqn` Q`zhnnb fns` j`q

|oh sxgghs|b`e |of| vxfe|xd gqfzb|r dbgo| a h j`qdxnf|hl fb`df|bcfnnr% Bdxs| |ofei fns` Lfzbl Fn}hq|. Faofr Fso|hifq. K`oe Afh{. Kxnbfe Afqa`xq.S|hzh Cfqnb} Q`xdhe A`qbss`z. Dfxq` Cfqj`qf. \hl Kfc`as`e. N`xbs Ifx$dfe. Sh|o Dfk`q. Q`ghq ]heq`sh. K`qgh ]xnnbe. Dbcofhn Qhbsheahqghq. Sbd`eSfxelhqs. Co`}be S``. Nh`efql Sxssibel fel Ghqfql ‒| O``j| j`q c`ezhqsf$|b`es fel sxgghs|b`es% ]fq|s `j |obs w`qi whqh cfqqbhl `x| lxqbeg zbsb|s |`|oh Bes|b|x|h j`q Flzfechl S|xlr be ]qbech|`e fel SBSSF be \qbhs|h. wobcofnn whl g``l c`elb|b`es j`q w`qibeg% F zbsb| |` Nxdbeh. j`q wobco B ofzh|` |ofei Lfebhn Ifs|nhq. dflh }`ssbanh zhqr s|bdxnf|beg c`ezhqsf|b`es wb|oN`xbs Cqfeh fel Cfqn` Q`zhnnb% \oh `}}`q|xeb|r |` }qhshe| |obs }q`}`sfn|` |oh c`ejhqhech be Abhnhjhnl `e „Vxfe|xd |oh`qr wb|o`x| `ashqzhqs— wfs

fns` d`s| ohn}jxn% \obs w`qi ofs ahhe sx}}`q|hl be }fq| ar |oh ESJ xelhqgqfe| ]OR$23$2:1<: |` ]heesrnzfebf S|f|h Xebzhqsb|r%

Qhjhqhechs

Y6T N% Cqfeh. Cn cis fel Cf|hg`qbhs. bs vxfe|xd gqfzb|r fnghaqfbc0  |`f}}hfq be |oh s}hcbfn bssxh `j K% Df|o% ]ors% `e vxfe|xd gh`dh|qr.Cf|hg`qbcfn ]orsbcs . be Ie`| |oh`qr fel vxfe|xd gqfzb|r  hl% K% Afh{.“/@j`ql Xebzhqsb|r ]qhss"%

Y1T C% Q`zhnnb. @e vxfe|xd dhcofebcs . ]b||saxqgo }qh}qbe| /622<"%

Y3T N% Sd`nbe Wof| cfe wh qhvxbqh jq`d f |oh`qr `j c`sd`n`gr  |` f}}hfqbe |oh jhscoqbj| o`e`qbeg Faehq Sobd`er

Y<T N% Sd`nbe \oh Nbjh `j |oh C`sd`s  |` f}}hfq. 622:. cof}|hq 6:%

Y8T K L Ahihes|hbe; Nh|| Ex z` Cbd 66 /627<" <:7

Y:T G% ‒|O``j|. Lbdhesb`efn qhlxc|b`e be vxfe|xd gqfzb|r  X|qhco| }qh}qbe|\OX$231:9 gq$vc236===:%

Y7T N% Sxssibel. \oh w`qnl fs f o`n`gqfd. oh}$|o2<=2=?2. |` f}}hfq beK% Df|o% ]ors% E`z% 62289 S|qbegs. anfci o`nhs fel n`qhe|{ c`e|qfc|b`es

oh}$|o23=?6329 N% Sxssibel fel ]% Gqbffie ]fq|`es fel anfci o`nhsXJBJ\$OH]$2<$63 oh}$}o2<6=3=:

Y?T N% Sxssibel. ]ors% Qhz% Nh||% 76 /6223" 13:79 ]ors% Qhz% L <2 /622<"::=:9 L 8= /622<" 17==%

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Y2T H% Wb||he. C`ddxe% Df|o% ]ors% 616 /62?2" 386$322%

Y6=T D% F|brfo. \`}`n gbcfn Vxfe|xd Jbhnl \oh qr  ]xan% Df|o% BOHS :?/62?2" 678$6?:9 \oh Gh`dh|qr fel ]orsbcs `j Ie`|s. Nh{b`eh Nbechh 

/Cfdaqblgh Xebzhqsb|r ]qhss.622="%

Y66T G% Shgfn. C`ej`qdfn Jbhnl \oh`qr . @j`ql }qh}qbe|% /62??"%

Y61T C Q zhnnb N Sd nbe; ]ors Qhz Nh|| :6 /62??" 66889 Excn ]ors A633/622=" ?=

Y63T Q Gfdabeb F \qbfs; ]ors Qhz L13 /62?6" 8839 Nh|| fn Ex`z` Cbdhe|`3? /62?3" <279 ]ors Qhz Nh|| 83 /62?<" 13829 Excn ]ors A17? /62?:"

<3:9 Q Gfdabeb N Nhfn F \qbfs; ]ors Qhz L32 /62?2" 36179 Q Gfdabeb;]ors Nh|| A 188 /6226" 6?=

Y6<T C Q`zhnnb; Cnfss Vxfe| Gqfz ? /6226" 6:63

Y68T N Sd`nbe; be Vxfe|xd Gqfzb|r fel C`sd`n`gr . hls K ]¼hqh{$Dhqcflhqh| fn . W`qnl Scbhe|bstc. Sbegf}`qh 6221

Y6:T F Fso|hifq; E`e }hq|xqaf|bzh cfe`ebcfn gqfzb|r . W`qnl scbhe|bstc. Sbe$gf}`qh 6226%

Y67T F% Fso|hifq. C% Q`zhnnb fel N% Sd`nbe. ]ors% Qhz% Nh||%

Y6?T C% Q`zhnnb fel N% Sd`nbe. Lbscqh|hehss `j z`nxdh fel fqhf be vxfe|xdgqfzb|r. Excn% ]ors% A<<1 /6228" 823% E`|h. |obs }f}hq c`e|fbes fe hqq`qbe |oh zfnxhs `j |oh hbghezfnxhs `j |oh z`nxdh. wobco bs c`qqhc|hl be |ohj`nn`wbeg qhjhqhech%

Y62T Q% N`nn. \oh z`nxdh `}hqf|`q be lbscqh|b{hl vxfe|xd gqfzb|r  }qh}qbe|LJJ 11?=828%

Y1=T C% Q`zhnnb fel N% Sd`nbe. „S}be eh|w`qis fel vxfe|xd gqfzb|r— ]heeS|f|h CG]G$28<$< fel BFSSES$OH]$2817 }qh}qbe|. gq$vc28=8==:%

Y16T C% Q`zhnnb fel N% Sd`nbe. ]ors Qhz Nh|| 71 /622<" <<:

Y11T K Afh{ ; „S}be Eh|w`qi S|f|hs be Gfxgh \oh`qr—. Flzfechs be Df|o$hdf|bcs. |` f}}hfq 6228. gq$vc2<66=7%

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Y13T F Fso|hifq K Nhwfel`wsib L Dfqn`j K D`xqf˞x \ \obhdfee; „Vxfe$

|b{f|b`e `j lbh`d`q}obsd bezfqbfe| |oh`qbhs `j c`eehc|b`es wb|o n`cfnlhgqhhs `j jqhhl`d—. gq$vc28=<=6?9 be |obs z nxdh9 „C`ohqhe| s|f|h|qfesj`qd `e |oh s}fch `j c`eehc|b`es— ]hee S|f|h Xebzhqsb|r }qh}qbe|.gq$vc2<61=6<. K% Jxec| Fefnrsbs. /be }qhss"%

Y1<T Q ]heq`sh; be Vxfe|xd |oh`qr fel ahr`el  hl \ Afs|be. Cfdaqblgh X]qhss 62769 be Flzfechs be \wbs|`q \oh`qr . hl% N% ]% Oxgos|`e fel Q%S% Wfql. /]b|dfe.6272" }% 3=69 be C`dabef|`qbfn Df|ohdf|bcs fel b|s 

F}}nbcf|b`e  /hl% L% K% F% Whnso" /Fcflhdbc ]qhss.6276"

Y18T N% Ifxdfe. Be|% K% `j D`l% ]ors% A : /6221" 67:89 be F% Ifwfxcob.hl% IE@\S 2=  }% 176 /6221"9 BE|% K% `j D`l% ]ors% F 8 /622=" 239

Ie`|s fel ]orsbcs  /W`qnl Scbhe|bstc.6226"%

Y1:T N% Cqfeh. C`ddxe% Df|o% ]ors% 638 /6226" :689 ]ors% Nh||% A 182/6226" e% 3%

Y17T N% Sd`nbe. Nbeibeg |`}`n`gbcfni vxfe|xd sthnl |oh`qr fel e`e}hq|xqaf$

|bzh vxfe|xd gqfzb|r . gq$vc28=8=1? |` f}}hfq be KD]. E`z% /6228"%

Y1?T N% Sd`nbe. H}hqbdhe|fn sbgef|xqhs `j vxfe|xd gqfzb|r  gq$vc28=3=17.|` f}}hfq be |oh ]q`chhlbegs `j |oh Lqhhn dhh|beg `e vxfe|xd |oh`qr/W`qnl Scbhe|bstc.6228"%

Y12T K% Bwfsfib fel C% Q zhnnb. BE|% K% D@l% ]ors% L 6 /6223" 8339 Cnfss%Vxfe|% Gqfz% 66 /622<" 6:83%

Y3=T J`q qhche| lbscxssb`es. shh. j`q hfd}nh. C% K% Bsofd. Cfe`ebcfn vxfe$

|xd gqfzb|r fel |oh }q`anhd `j |bdh . |` f}}hfq be |oh }q`chhlbegs `j |oh EF\@ flzfechl s|xlr bes|b|x|h —Qhche| ]q`anhds be Df|ohdf|$bcfn ]orsbcs—. Sfnfdfecf /6221"9 I% Ixcofq.\bdh fel be|hq}qh|f|b`es 

`j vxfe|xd gqfzb|r  be |oh ]q`chhlbegs `j |oh <|o Cfeflbfe C`ejhqhech 

`e Ghehqfn Qhnf|bzb|r fel Qhnf|bzbs|bc Fs|q`}orsbcs . hls% G% Ixes|f||hq.L% Zbeche| fel K% Wbnnbfds /W`qnl Scbhe|bstc. Sbegf}`qh.6221"%

Y36T F% S|q`dbeghq. Dfssnhss anfci o`nhs fel c`ebj`nls be s|qbeg |oh qr 

}qh}qbeg oh}$|o28=<=2=9 A%Q% Gqhhe. L% Q% D`qqbs`e fel F% S|q`$dbeghq. Anfci o`nh c`elhesf|b e fel |oh xebstcf|b e `j s|qbeg zfcxf 

}qh}qbe| oh}$|o28=<6<89 I% Ahcihq. D% Ahcihq fel F% S|q`dbeghq.Jbzhaqfehs. Dhdaqfehs fel e`e$}hq|xqaf|bzh s|qbeg |oh qr  }qh}qbe|oh}$|o28=768?%

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Y31T \% Kfc`as`e fel N% Sd`nbe. Excn% ]ors% A 122 /62??" 128$3<8%

Y33T A% Aqxhgdfee. Q% Gfdabeb fel K% ]xnnbe. ]ors% Qhz% Nh||% :? /6221"<369 Ghe% Qhn% fel Gqfz% 186 /6223"%

Y3<T C% Q`zhnnb. |` f}}hfq be K% Df|o ]ors% E`z% /6228"%

Y38T Q% A`qbss`z. C% Q zhnnb fel N% Sd nbe. E`e}hq|xqaf|bzh lrefdbcs `j 

vxfe|xd ghehqfn qhnf|bzb|r  }qh}qbe| be }qh}fqf|b`e9

Y3:T N Sd nbe; be Lbqhc|b`es be Ghehqfn Qhnf|bzb|r. z% 1. }f}hqs be o`e`xq 

`j Lbh|hq Aqbnn . hl AN Ox \ Kfc`as`e. Cfdaqblgh Xebzhqsb|r ]qhss.Cfdaqblgh 622<

Y37T S% Dfk`q fel N% Sd nbe. Vxfe|xd s}be eh|w`qis be vxfe|xd gqfzb|r 

}hq}qbe| be }qh}fqf|b`e%

Y3?T D% Gqhhe. Scowfq|{ fel H% Wb||he S|qbeg \oh`qr  /Cfdaqblgh Xebzhq$sb|r ]qhss"

Y32T L Gq`ss fel ]J Dhelh. ]ors Nh|| A627 /62?7" 612 9 Excn ]ors A3=3/62??" <=7

Y<=T K K F|bci H Wb||he. Excn ]ors A36= /62??" 126

Y<6T D If|`; ]ors Nh|| A1<8 /622=" <3% I I`ebsob G ]fx|b ] ]q zhq ;

]ors Nh|| A13< /622=" 17:% G Zheh{bfe`; Hxq`}ors Nh|| 1 /62?:"622%L Fdf|b D Cbfjfn`eb G Zheh{bfe` ]ors% Nh||% A16: /62?2" <69 Q GxblfI I`ebsob ] ]q`zhq`; D`l ]ors Nh|| F: /6226"6<?7

Y<1T B Inhafe z N Sxssibel; Excn ]ors A3=2 /62??" 678

Y<3T \% Kfc as`e. „\oh Hbes|hbe hvxf|b e `j s|f|h—. Dfqrnfel }qh}qbe|.6228%

Y<<T N K Gfqfr; „Vxfe|xd gqfzb|r fel dbebdxd nheg|o—. Bd}hqbfn C`nnhgh}qh}qbe|\]23$2<1=. gq$vc2<=3==? /622<"

Y<8T O% Hzhqh||. Qhz% D`l% ]ors% 12 /6287" <8<%

Y<:T A% LhWb|| fel Q%E% Gqfofd. hls% \oh Dfer W`qnls Be|hq}qh|f|b`e `j 

Vxfe|xd Dhcofebcs . ]qbech|`e Xebzhqsb|r ]qhss. ]qbech|`e /6273"%

Y<7T Q%A%Gqbffi|os. K% S|f|% ]ors% 3: /?<" 1629 J`xel% ]ors% 13 /23" 6:=6%

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