Fashion x A.I. on Cloud Infrastructure

1 'BTIJPOY"*  PO$MPVE*OGSBTUSVDUVSF ؕٓؿٕ٥ن٦س吳䒭⠓爡 $50娀鿇꧅♧ !OVJDIJ :VJDIJ5BLFCF OVJDIJ fashion tech
talks Tokyo #1 May 13, 2016

2 䎃剢劣תדծ䎃٠剢㖈硂 اؿزؐؑ،ؒٝآص، ؒٝآص،ؚٔٝوط٦آٍ ➂✲חגؒٝآص،䱰欽顑⟣罏 ؜٦يفٗرُ٦؟٦ 4/4ا٦ءٍٕ؜٦ي&$ ؔ٦ ؙءّٝծءّحؾٌؚٝ٦ٕ 䎃剢״׶
㛁遤䕵㆞$50  ⰯفٗتؙزꟚ涪鿇鿇ꞿ فٗتؙزوط٦آٍ 4&/4: 倜鋉ؿ؋حءّٝ걄㚖؟٦ؽأ

3 %F/"ךֿ׹ַ׵չ欰巅اؿزؐؑ،ؒٝآص،պ׾㹑鎉剑鵚כչ欰巅فٗتؙزوط٦آٍ٦պד֮׶׋ְה׮䙼ֲ ؤح؟٦٥ً؎َ٦ ؛ؽٝ٥ءأزٗيو؎ؙ٥ٔ٦ؖ٦ ࢓ࣄ private ٓٝش٦ٗ٦سزٖ؎ٕ אֻלوٓاٝ⳿㜥ⴱؿٕSFTVMUIN ع؎ذؙع٦ؿوٓاٝع٦ؿSFTVMUIN
匌⚸尶٥㹧٠戭زٖ؎ٕٖ٦أLNSFTVMUIN ✮㺡㡦䗼ꅿ넝⾱زٖ؎ٕٖ٦أLN 湡垥כ➙䎃⚥ך؟ـծ♧䎃⟃ⰻך؟ـ 鴢ׁ׿وآׅ׀ְ ُؗ٦زז㫝ָ✳➂

4 ُؗ٦زז㫝麦 ⱖ溪כ㺡㿊源倜廓䋐ջֹה ֹה긫ռ ت؎ؔؐ؎ؕכ繟㄂׃ֻז ְ׵׃ְדׅי

5 ُؗ٦زז㫝ך稱➜ػ٦ز׾竲ֽ׋ְהֿ׹׌ָծ  ➙傈כⴓ׃ַזְךד如㔐חկ

6 ⶼ噟䎃湡ךأة٦ز،حف ًٝغ٦➂ּ׵ְ ➙鹈〾ך鹈ⴚؒ؝ظىأزח ♧ل٦آ䲓鯹갥ֹת׃׋ ؽآّٝמה׶♧〴"*׾⥂ 剣ׅ׷⚅歲׾ⶼ׷կ׉ך"* 1MBUGPSNָˑ4&/4:˒ ת׆כؿ؋حءّٝ걄㚖ַ׵滠䩛 ׃גְ׷
굸ծ僥⫷ծ剅硂ծ偆遤ծ؝أً ق،أة؎ؚٔٝזו鹌䯴⚥ ؕٓؿٕ٥ن٦س吳䒭⠓爡חאְג

7 20:50  ΦʔϚΠάϥε 19:25  ΤΞʔΫϩʔθοτ 19:00  ϥΠϑελΠϧσβΠϯ 19:50  ΧϥϑϧɾϘʔυ 20:25 
Tunnel ➙傈ծְתֿֿ ٳܜ

8 20:50  ΦʔϚΠάϥε 19:25  ΤΞʔΫϩʔθοτ 19:00  ϥΠϑελΠϧσβΠϯ 19:50  ΧϥϑϧɾϘʔυ 20:25 
Tunnel ְתֿֿ ِ٦ؠ٦ךؿ؋حءّٝ⡤꿀ךぢ♳  ח㼎׃ג  5FDI،فٗ٦ثדثٍٖٝآ׃גְ׷  أة٦ز،حف⟰噟劤傈ך涫㠡⟰噟ךⰟ鸐갪כ˘ ֶ㡮ָֽ갥ְגהג׮㴍׃ְדׅ

9 ؒٝآص،ث٦يך俑⻉ך鑧 ؙٓؐس؎ٝؿٓ崞欽ך  㢌⻉הֿ׸ַ׵ "*䪮遭ך崞欽剑⵸简 ؿ؋حءّٝ噟歲ך  *5朐屣钠陎ה➙䖓 ꅿ䗰涸ז圓䟝חאְגך湱锑 فٗتؙزꟚ涪فٗإأ稱➜ ה֮׷أة٦ز،حف⟰噟 
չؕٓؿٕ٥ن٦سպחֶֽ׷ "*أة٦ز،حف⟰噟ח״׷ ؕٓؿٕ٥ن٦سחֶֽ׷ ؿ؋حءّٝY*5חꟼׅ׷ ջ'555㔐湡ךذ٦وכ$-06%'BTIJPO5FDIOPMPHZռ  ׾驎תִאא˘

10 ؒٝآص،ث٦يך俑⻉ך鑧 ؙٓؐس؎ٝؿٓ崞欽ך  㢌⻉הֿ׸ַ׵ "*䪮遭ך崞欽剑⵸简 ؿ؋حءّٝ噟歲ך  *5朐屣钠陎ה➙䖓 ꅿ䗰涸ז圓䟝חאְגך湱锑 فٗتؙزꟚ涪فٗإأ稱➜ "*أة٦ز،حف⟰噟ח״׷
ؕٓؿٕ٥ن٦سחֶֽ׷ ؿ؋حءّٝY*5חꟼׅ׷ 儗꟦הח׵׭׏ֿ׃זָ׵ծֿך鴟׶ח鍗׸תׅ ה֮׷أة٦ز،حف⟰噟  չؕٓؿٕ٥ن٦سպחֶֽ׷

ؕٓؿٕ٥ن٦سחֶֽ׷ ؿ؋حءّٝY*5חꟼׅ׷ ת׆剑ⴱחծ"*חאְגկ ה֮׷أة٦ز،حف⟰噟  չؕٓؿٕ٥ن٦سպחֶֽ׷

12 http://d.hatena.ne.jp/hamadakoichi/20160416/p1 http://www.slideshare.net/KazukiBaba/x-60980414 䎃剢傈ך5PLZP8FC .JOJOHWPMדծ  䒦爡꼛㜥ׁ׿!LB[VLJCTָ  ➙儗挿鑧ׇ׷眔㔲ךֿה׾鑧׃ ת׃׋ "*ꟼ鸬חאְגכֿ׍׵⿫撑격 ְתׅ
鑧׃ג׮طةָ鄃׷ ˑTMJEFTIBSF➂䊨濼腉ؿ؋ح ءّٝ˒ד(PPHMF嗚稊

13 猘ַ׵כ酡㸣䞔㜠ה׃ג㼰׃׌ֽկ չ"*׾崞欽׃׋؟٦ؽأך滠䟝٥涪㾜ךׇׁ倯պ

14 فٗإأכչAIָ⯓ַծ؟٦ؽأָ⯓ַպ

15 ྫ͑͹ݱࡏͷΧϥϑϧɾϘʔυͷ৔߹ɺͲͪΒ΋͋ΓಘΔ اըɾ։ൃதͷϓϩμΫτ΍ι Ϧϡʔγϣϯʹ͓͍ͯඞཁͱͳ Δ"*ػೳΛ։ൃ b. ϓϩμΫτઌߦ ࠓޙࣗࣾ׆༻Մೳੑͷߴ͍ AIΞ ϧΰϦζϜΛϦετԽˍ༏ઌ౓
෇͚ ൚༻తͳ࣮૷Ͱઌߦ։ൃ ͨͩ͠࢖ΘΕΔ͔΋෼͔Βͳ͍ ݚڀ։ൃ͸ɺશ͘΍Βͳ͍ a. AIઌߦ AIνʔϜ

16 εϜʔζʹςϯϙྑ͘ਐΊΔʹ͸ˍ੒ՌΛੜΈଓ͚Δʹ͸ɺ ૒ํ޲ͷɺঢ়گͷ૬ޓཧղͱڞ༗͕ॏཁ "*ٕज़ͷ࠷લઢͰɺৗʹ࠷৽ಈ޲΍ٕज़ΛΩϟο νΞοϓ͠ଓ͚Δ ϑΟʔδϏϦςΟɺύϑΥʔϚϯεɺίετɺ඼ ࣭Λਖ਼͘͠൑அͰ͖ΔΑ͏ʹ "*ʹؔ͢Δجૅతͳ஌ࣝΛशಘɾ6QEBUF "*ଆνʔϜͱͷڞ௨ݴޠΛ֫ಘ͠ɺձ࿩Ͱ͖Δ Α͏ʹ
ࣾ಺Ͱ࣮૷ࡁΈͷ"*ٕज़ʹ͍ͭͯͷཧղ ະ࣮૷ͷٕज़ʹ͍ͭͯɺͲΕͷௐࠪ΍࣮૷༏ઌ౓Λ ্͛ͯ΄͍͔͠ɺ"*ଆʹҙࢤΛ࣋ͬͯ఻͑Δ ϓϩμΫτଆνʔϜ AIଆνʔϜ

17 εϜʔζʹςϯϙྑ͘ਐΊΔʹ͸ˍ੒ՌΛੜΈଓ͚Δʹ͸ɺ ૒ํ޲ͷɺঢ়گͷ૬ޓཧղͱڞ༗͕ॏཁ "*ٕज़ͷ࠷લઢͰɺৗʹ࠷৽ಈ޲΍ٕज़ΛΩϟο νΞοϓ͠ଓ͚Δ ϑΟʔδϏϦςΟɺύϑΥʔϚϯεɺίετɺ඼ ࣭Λਖ਼͘͠൑அͰ͖ΔΑ͏ʹ "*ʹؔ͢Δجૅతͳ஌ࣝΛशಘɾߋ৽ɻ "*ଆνʔϜͱͷڞ௨ݴޠΛ֫ಘ͠ɺձ࿩Ͱ͖Δ Α͏ʹ
ࣾ಺Ͱ࣮૷ࡁΈͷٕज़ʹ͍ͭͯͷཧղ ະ࣮૷ͷٕज़ʹ͍ͭͯɺͲΕͷௐࠪ΍࣮૷༏ઌ౓Λ ্͛ͯ΄͍͔͠ɺ"*ଆʹҙࢤΛ࣋ͬͯ఻͑Δ ϓϩμΫτଆνʔϜ AIଆνʔϜ ͱ͍͏ͱݎ͍ۤ͠ʂ Ͳͷاۀ΋͍·औΓ͔͔͍ͬͯΔͱ͜Ζɻ  ਐΊํͷ࠷దղͳΜͯ୭΋஌Βͳ͍ɻ ͜͏͍͏࣌͸ɺϫΠϫΠ΍Ε͹͍͍ʂ

ؕٓؿٕ٥ن٦سחֶֽ׷ ؿ؋حءّٝY*5חꟼׅ׷ 劤傈ˑ$-06%˒ذ٦وהְֲֿה׮֮׶ծֿ׍׵װװ嫰ꅾꅾ׭דկ ה֮׷أة٦ز،حف⟰噟  չؕٓؿٕ٥ن٦سպחֶֽ׷

19 -BOH *OGSB 8"' GFXNPOUIBHP $PMPSGVM#PBSE$MPVE&OHJOFFSJOH -PH3PBE.BQ OPX OFBSGVUVSF OFYUGVUVSF
ֿ׿ז崧׸ד䱰欽䪮遭ծ㢌⻉ծ湫鵚ך圓䟝׾稱➜

20 -BOH *OGSB 8"' ˖ %KBOHP BUGFXNPOUIBHP %FTJHO ˖ 1ZUIPO
˖ 4XJGU +BWB ˖ "84 ˖ &$ ˖ 3%4 ˖ 4 ˖ 3PVUF ˖ 4&4

21 BUGFXNPOUIBHP ⦐➂إٔؗ⣛㶷 ˖ ؟٦غ؟؎س،٦ؗذؙثٍכ䔲儗ךؒٝ آص،ך䖤䠐זֿה٥⳿勻׷ֿהח⣛㶷 ؝أز넝 ˖ չה׶ִ֮׆ֿ׸ּ׵ְךألحؙ䔲גג ֶֽלְְ׌׹ֲպהְֲ؎ٝأةٝأך
꧟ז鼅䫛խזו 頾蚚넝ծⳢ椚鸞䏝⡚ ˖ أ؛٦ٓؽٔذ؍ָ䖓㔐׃ⴓ侔Ⳣ椚ָ⳿ 勻גְזְ ㉏겗ך⯓鷏׶ ˖ ֿ׸׵*TTVFחאְגך劢勻ך鎘歗ָזְ *TTVFTⴱ劍֮׷֮׷ 1ZUIPOכ"*ꟼ鸬ؿٖ٦يٙ٦ؙٓ؎ـٓ ٔךغ؎ٝر؍ؚٝ佦կ♧孡鸐顐ך鎉铂鼅䫛 ˖ 1ZUIPO ˖ 4XJGU +BWB -BOH *OGSB 8"' ˖ %KBOHP ˖ "84 ˖ &$ ˖ 3%4 ˖ 4 ˖ 3PVUF ˖ 4&4

22 BUGFXNPOUIBHP "84חֶֽ׷ぐ珏؟٦ؽأ׾ծ黝勞黝䨽 ⢪ֲ Ԩ ׉׮׉׮铩׮"84ח礵鸐׃גְזְֽו׮ Ԩ "84ךⰋגך؟٦ؽأ׾椚鍑ׅ׷ֿה٥  鑐ֿׅהדծ⢪ִ׷״ֲחז׷
⡚؝أزד֮׷ֿה ˖ 湡垥嫣剢秈♰䱦ַ׏גְ׷̤ח أ؛٦ٓـٕד֮׷ֿה 罣ꥺ㹱䚍ָ넝ְֿה ת׆剑ⴱך㢌⻉ך倯ぢ䚍 ˖ 1ZUIPO ˖ 4XJGU +BWB -BOH *OGSB 8"' ˖ %KBOHP ˖ "84 ˖ &$ ˖ 3%4 ˖ 4 ˖ 3PVUF ˖ 4&4

23 -BOH *OGSB 8"' BUGFXNPOUIBHP BUOPX 鷄⸇٥㢌刿ׁ׸׋׮ך  %KBOHP3&45'SBNFXPSL 
3%4.Z42-"VSPSB  %ZOBNP%#  &MBTUJD4FBSDI  424  $MPVE8BUDI  $MPVE'PSNBUJPO ˖ 1ZUIPO ˖ 4XJGU +BWB ˖ %KBOHP ˖ "84 ˖ &$ ˖ 3%4 ˖ 4 ˖ 3PVUF ˖ 4&4

24 %KBOHP3&45'SBNFXPSL ➭ח'MBTL 'BMDPOזו׮⦪酡׌׏׋ ˖ 䚍腉嫰鯰瘝כ8FC♳ךٖه٦ز׮⿫罋ח 'MBTLה剑䖓תד䝢׿׌ָծ䧮ղך㜥さכչ荈歋鼅䫛պ״׶ ׮չؿٕأةحؙպ׾鼅䫛 ˖ 䢪׸גְ׷%KBOHP➰㾩ٓ؎ـٓٔ纇׾䒷ֹ竲ֹ⢪ֲֿה
דךծ⡚㷕统؝أز ˖ ؝٦س獳嗂儗ך㺁僒ׁ׮눁⸂ 8"'

25 3%4.Z42-"VSPSB ♧鿇ծ殯䌢חדְַذ٦ـָٕ֮׶ծ灶笼ך駈갈ָ鵚בְגְ׋ UBCMFػ٦ذ؍ءّصؚٝծ؝٦س⥜姻ׅ׷⡭酔׮זַ׏׋儗劍 Ԩ "VSPSBפךو؎ؚٖ٦ءّٝ ˖ 劤䔲ח ✼䳔䚍ָ넝ֻծفؚٗٓيך⥜姻♶銲׌׏׋
Ԩ ػؿؓ٦وٝأָぢ♳ Ԩ ECSYMBSHF⟃♳ך㜥さכ.Z42-嫰؝أزًٔحز׮ ♧傉ך㸜䗰׾栻䖤 *OGSB זֶⰕ䒭ل٦آחכֲֿ鎸鯹ׁ׸גְ׷  չ"NB[PO"VSPSBכ.Z42-ה✼䳔䚍׾䭯א״ֲח鏣鎘ׁ׸גְ׷׋׭ծ傀㶷ך.Z42-،فٔ؛٦ءֶّٝ״ןخ٦ٕ׾⥜姻ׅ׷ֿהזֻ㹋遤דֹתׅպ

26 ✲⢽׮㟓ִגֶ׶ծ铡僇♶銲ז孡׮׃תָׅծ♧䘔կ

27 3%4.Z42-"VSPSBս岣䠐挿վ ✴ "VSPSBַ׵.Z42-פך.JHSBUJPOכ⳿勻זַ׏׋˘ ˖ 鑐꿀欽ך橆㞮׾تؚٖؐٝ٦س׃׋ַ׏׋ ˖ ➬倯זְ׋׭ծ♧傉ر٦ةFYQPSU׃ג.Z42-ד倜鋉؎ٝأةٝأ⡲䧭׃ גJNQPSUהְֲ䩛갫ד㼎䘔 Ԩ
׬װ׫װ׋׵ח"VSPSB⻉ׇ׆ծ鼅䫛ׅ׷ֿהկ ✴ TJHOFEJOUFHFSך♳ꣲ秈⭙חBVUPJODSFNFOUָⵋ麦׃׋׵ծ 㢳ⴓ兛鸐ח娤ט ˖ ر٦ة㺁ꆀחאְגכקרظ٦؛،׌ָծر٦ة⟝侧כ銲؛، Ԩ הְֲַ鏣鎘ַ׵꟦麩׏ג׷կ/P42-⢪ֲֶկ ✴ إُؗٔذ؍ًٝذشٝأָ.Z42-״׶걼䏝넝ְ䠬 *OGSB ׍׳ֲו➙ծ㼎瘻嗚鎢⚥!

28 %ZOBNP%# ה֮׷傈˘ ءأذئٔ٦أ٥ٗ٦ٝثכ僇傈 ֮׷ؒٝآص،չ侧⭙⟝ךذ٦ـٕ׾MPBE׃ג׷׿׌ֽוծ  Ⰻ搫穄׻׵זְדׅי٦??պ 筜䚈⠓陽̤3%#דכ♶〳腉կ/P42-ח⡲׶剏ִ״ֲ ˖ %ZOBNP%#㼪Ⰵ ˖
&$♳ח3FEJTװ.POHP%#׾圓眠׃גְ׷儗꟦׮זְ ˖ 侧儗꟦䖓̤何⥜㸣✪ ˖ ر٦ةJNQPSṲ♶䢪׸זךד䩛꟦《׷ָծז׿הַؙٔ، *OGSB

29 %ZOBNP%#ս㼭岣䠐挿վ Ԩ ⴱ劍ךUBCMFDBQBDJUZכ38ה׮׭׍ׯֻ׍ׯ⦼ָ㼭ְׁך דծ黝ⴖח鏣㹀㢌刿׃ג⦼׾㟓װֿׅה 㢌刿䖓ך؝أزכծ鏣㹀歗꬗ⰻח邌爙ׁ׸גֶ׶㸜䗰 ءىُٖ٦ة׮➰ְגְ׷ Ԩ ؝أزך搀꼽ָזְ״ֲחծUBCMFDBQBDJUZך38׉׸׊׸ծ ⢪ֲהֹחכ黝ⴖח֮־גծ⢪ְ穄׻׏׋׵♴־״ֲ
"84$-*ד⳿勻׷ CPUPח׮֮׷ךדծفؚٗٓيַ׵׮〨ֹװְׅ Ԩ 65$儗꟦⚥ח㔐׃ַ♴־׵׸זְⵖ秈ח岣䠐 *OGSB

30 &MBTUJD4FBSDI ؿ؋حءّٝ،؎ذيך㾩䚍䞔㜠כ㢳㾴圓鸡 ˖ 歗⫷僇䏝ծ葿㄂䕙䏝葿湱 ˖ 歑㥍䚍ⴽPSBOE ˖ ؕذ؞ٔծـٓٝس ˖
涪㡰傈ծⵃ欽ء٦ؤٝծ⣣呓 ˖ 稆勞稆勞稆勞˘ Ԩ ֿ׸׵ח㼎׃גծ醱さ勴⟝דך嗚稊׾넝鸞ח遤ִ׷ *OGSB 爡ⰻדչ侧⼧如⯋ך嗚稊ָ㹋植דֹ׷״ֲחז׷պהְֲ涪鎉ָ֮׏גծַ׏ֿ״ֻגءؽ׸׋

31 424 ⽯儗ךSFTQPOTFָ♶銲ז"1*חג崞欽 ˖ ِ٦ؠ٦زٓحؚؗٝծ؝ٝغ٦آّٝ鎘庠 "1*⩎כ知⽃זWBMJEBUJPOך׫דծ1045ׁ׸׋+40/CPEZ׾ ׉ךתת424פRVFVF ˖ 䖓竲ךⳢ椚 XPSLFS⟃꣬
דر٦ةָוֲ䪔׻׸׷ַחאְג כծ"1*⩎כꟼ濼׃זְ XPSLFSכEFRVFVF䖓ծ䖓竲Ⳣ椚׾㥨ֹז״ֲח 424鏣㹀盖椚؝ٝا٦ַٕ׵知⽃חծ$MPVE8BUDI،ٓ٦ز׮ 鏣㹀דֹג⤑ⵃ *OGSB 㹋ꥷח"1*Ꟛ涪罏חהⰟ剣ִׁ׃גְזְ

32 -BOH *OGSB 8"' BUOFBSGVUVSF ˖ "84  &.3 
-BNCEB  ,JOFTJT  4QPU؎ٝأةٝأ崞欽 ˖ %FW0QT5PPMT  %PDLFS  3VOEFDL ְ̒׆׸׮嗚鏾ծ⹈䓼ծ麇ן⚥

33 "84كذٓٝ♶㖈ך䒦爡ך㜥さծ"NB[PO%BUB$FOUFS+BQBOךծ  䩛⾨ְչأة٦ز،حف佄䴂պחꬊ䌢ח⸔ֽ׵׸גְ׷ 䪮遭湱锑 أة٦ز،حفぢֽؙ٦هٝ 勻ג׮׵׏׋׶ծ⠿׏׋׶ 倜׃ְ؟٦ؽأ׾⢪ְ㨣׭׋ ׵ծ孡ח׃גֻ׸׋׶ ְא׮劤䔲ח֮׶ָהֲ׀ְׂ תׅ

34 -BOH *OGSB 8"' GFXNPOUIBHP OPX OFBSGVUVSF OFYUGVUVSF ֿֿ $PMPSGVM#PBSE$MPVE&OHJOFFSJOH
-PH3PBE.BQ

35 BUOFYUGVUVSF

36 ֹ׏ַֽ Ĕٗ٦ٝثׁ׸׋ 5PLZP3FHJPOד傍鸞麇׿דְ׋ 侧傈䖓ծ,JZPNJ )VSTU!(PPHMF NPVOUBJOWJFXַ׵ ؕآُ،ٕז鸬窃 XFFL䖓ծ(PPHMF
堀〡ׁ׿׵ָ勻爡׃ גֻ׸גծر؍أؕح ءّٝ

37 זֶ(PPHMF堀〡ׁ׿כ⯓傈涪㡰ׁ׸׋ֿך劤׾湊⥜ׁ׸׋倯幪靼ך㣐ֹ׭剅䏄ְֻאַ䊡׏׋ֽו縧ְגְזְ䏄ꞿ

38 䖓䬃׃׮ֲ♧א اؐبؐךؒٝآص، ךծ余׭㪦⹲חⰟ䠬 https://speakerdeck.com/ttsuruoka/atutekai-fa-falseji-shu-golang-to-google-app-engine

39 8IZ($1 ה׶׻ֽ挿ך눁⸂ Ԩ ػؿؓ٦وٝأ Ԩ ؝أز Ԩ ㅷ颵4UBCJMJUZ
Ԩ ؽحؚر٦ة *TTVFחאְג

40 8IZ($1 ػؿؓ٦وٝأ ⽃秪䚍腉嫰 ˖ ず瘝؟٦ؽأず㡦׾嫰鯰ׅ׷הծ3%#׾ꤐֹ($1ח鮩ꂁծהְֲ ךכ״ֻ鋅ַֽ׷ٖه٦ز 噰㼭儗꟦דךؔ٦زأ؛٦ؚٔٝ ˖
؟٦ؽأך䚈鸞ז䧭ꞿ٥ِ٦ؠ㟓ח䘔ׄ׋أ؛٦ؚٔٝהծ瑱涪涸ז أػ؎ؙزٓؿ؍حؙחאְגծ"84דך植㹋鍑ָ鋅אַ׏גְזְ ؟٦غٖأ،٦ؗذؙثٍדך堣腉㹋植ָ䠐㢩הءٝفٕׄׯזְ ➙כ"1*欽&$؎ٝأةٝأך饯⹛חⴓ׮䱦ַ׏גְ׷ "OTJCMFדךEFQMPZTFUVQUFTUחוֲ׃ג׮䱦ַ׷ (PPHMF"QQ&OHJOFכ؝ٝذش㘗ך׋׭ծ饯⹛鸞䏝ָ嫰鯰חז׵זְ ˖ (PMBOHNTծ1ZUIPONTծ+BWBNT ̓渿׏גְ׋ה׃גծ NT׃ג׮⼧ⴓ鸞ְ ˖ ׉׮׉׮鏣㹀♶銲דؔ٦زأ؛٦ؚٔٝ

41 8IZ($1 ػؿؓ٦وٝأ ٗ٦سغٓٝ؟ך䚍腉הٕ٦ذ؍ؚٝ ˖ ٗ٦سغٓٝ؟כ♰214ח㼎䘔 ˖ BOZDBTU ˖
⚅歲⚥וַֿ׵ך䱸竲ד׮ծ剑黝זⰅ׶〡ַ׵Ⰵ׏ג珩⫴ٔ٦آّ ٝפ㼪ַ׸׷

42 8IZ($1 ؝أز أة٦ز،حف⟰噟חְֶגכ✲噟חֶֽ׷娤崞㉏겗 ٍؗحءُ珩ְדְזְֲ׍ח׮ծ؝أزכ⳿竲ֽ׷ "84&$ ؝أزחꟼׅ׷嗚鎢✲갪ה䝢׫ָאֹזְ˘ ˖ 铬ꆃة؎ىؚٝ儗꟦⽃⡘կוֲ搀꼽ז ֻ堣腉׾O儗꟦⟃ⰻ剑黝⻉ׅ׷ַ
˖ ؎ٝأةٝأة؎ف堣腉ח㼎ׅ׷剑黝ז ة؎فכו׸ַ ˖ וך堣腉ז׵SFTFSWFEJOTUBODF׾黝欽׃ ג׮㣟侁׃זְַ ˖ TQPUJOTUBODFךⰅ劦⣣呓ծⰅ劦㣟侁儗ך 䕦갟罋䣁噟⹡锃侭ծٔؕغٔ鎘歗٥㼎䘔 ⢽ִל*BB4׌ה ($1$PNQVUF&OHJOF 䝢׫וֿ׹ָ㼰זְ ˖ 铬ꆃة٦يⴓ⽃⡘կ搀꼽ז؝أزָ欰 ׄזְ ˖ ずׄ1SPKFDUⰻךず㘗؎ٝأةٝأז ׵ծ琎皾黝欽ׁ׸׷ ˖ ؎ٝأةٝأة؎ف؝،侧װًٌٔךؕ أةو؎ؤדؕٔؕٔ剑黝⻉〳腉 ˖ SFTFSWFEJOTUBODF ⢪ִל⢪ֲקו㸜ֻז ׷ ˖ TQPUJOTUBODF QSFFNQUJCMF7. כծ剑 ⴱַ׵P 涪갈ָꨇ׃ְկչفٔؒٝفذ؍ـٕպ

43 8IZ($1 ㅷ颵4UBCJMJUZ "84&$ 7.ךㅷ颵غٓخؗחאְגךꂁ䣁ָ䗳 ׍׳ְ׍׳ְ،شؐٝأז׃ꥺ㹱ָ֮׷ ״ֲז ⵸耵דىحءّٝ٥ؙٔذ؍ٕؕזء أذيח㼪Ⰵ׃זַ׏׋ך׮׉ך׋׭ ($1$PNQVUF&OHJOF
7.ךㅷ颵חغٓخָؗזֻ♧㹀 ٓ؎ـ٥و؎ؚٖ٦ءّٝח״׶ծ  *BB4⩎鿪さך⨡姺ָזְ ח饯ֹ׋״ֲז䎢㚖ꥺ㹱כ⹞䒔׃ג ׮׵ְ׋ְָ˘ http://japan.zdnet.com/article/35081227/ ⢽ִל*BB4׌ה

44 8IZ($1 ؽحؚر٦ة ⴓ匿 "843FETIJGUך㜥さծ؎ٝأةٝأך؛،ָ♶〳妀 ($1#JH2VFSZכ4BB4կ⹧䩛חⴓ侔Ⳣ椚ָ㨣ת׷ ⣣呓׮㸜ְկ⭙⟝דⰼծ侧⼪⭙⟝ד侧♰։侧涰♰ չ♰ⰼ徇ַ׃׋պ➂ך鑧כ銲岣䠐կ׌ָ麓佴חז׵זֻג׮ IUUQRJJUBDPNJULSJUFNTEDCBEDCC /P42-
⵸䲓ך%ZOBNP%#ךUBCMFDBQBDJUZ盖椚ծֿֿ׮걧⢪ֲ׃ծְ׍ְ ׍DBQBDJUZ♴־׷ך׮䩛꟦ #JHUBCMF<#&5">ך㹋籐ծ䚍腉ծأ؛٦ٓؽٔذ؍ծ⣣呓ו׸׮눁⸂涸

45 8IZ($1 筨䭍筨ׄגծ䝢׫׀הָ㼰זְ ֮׸׾װ׏׋׵ֿ׸ח孡׾אֽזֹׯծהַךꂁ䣁ָ㼰זְ "*أة٦ز،حفַ׵ׅ׷הծ5FOTPS'MPXךⴓ侔؝ٝؾُ٦ذ؍ؚٝ 㼎䘔PO($1חאְג׮ꟼ䗰ָ넝ְ

46 ($1*TTVFT 䪮遭佄䴂 ˘חאְגכ֮ת׶䗰ꂁ׃גְזְկ➙植㖈傈劤כ➂ּ׵ְךث٦ يկ䚈鸞ח⡤ⵖ䭁㣐ׅ׷׌׹ֲהךֿה 碛㕂ך✲噟زحفوط٦آٍכջ䎃חכ䎢デ✲噟ח⚛ע鋉垷חׅ ׷ռהךֿהדծ✲噟⮚⯓䏝׮״׶넝ֻז׶׉ֲ ٔ٦آّٝ ♴劍תדכծ〴弨׾⢪ֲַ5PLZP<#&5">׾⢪ֲַכ㼰ղ䝢׬ ⚥㕂ぢֽך؟٦ؽأٗ٦ٝث鎘歗ָ֮׷㜥さ
($1⚥㕂ٔ٦آָّٝ⳿勻׷〳腉䚍ծꣲ׶זֻ⡚׉ֲ ⚥㕂㕂㢩פך،ؙإأכծؚٖ٦زؿ؋؎َؐؓ٦ٕח״׶㸜㹀涸ז ،ؙإأך⥂鏾כ鋅鴥׭זְ

47 ؕٓؿٕ٥ن٦سחֶֽ׷➙䖓ך$-06%䨌殛խתה׭ Ԩ "84הכְְ騃ꨄדְזָ׵ծ($1ח琎噰زٓ؎ Ԩ ⚥㕂פך؟٦ؽأٗ٦ٝثכ䟝㹀׃גְ׷׋׭ծوٕثؙٓؐس׾䠐陎׃ גծ⚥甧䚍ך넝ְ،٦ؗذؙثٍ׾鼅䫛圓䧭ծ鎉铂זו Ԩ 倜׃ְ؟٦ؽأ堣腉חאְגծ琎噰涸ח($1ⵃ欽
ת׆כ穗꿀⦼ך栻䖤ָ䗳銲傀㶷ך"84♳ך؎ٝؿٓ项欵הכ毙穠さךתת鸬䵿ծ  鿇ⴓ涸٥媮ꥡ涸ח($1פو؎ؚٖ٦ز׃גײֻ ֿך⟝חאְגכծ,JZPNJ)VSTUח颵㉏׃׋ˋ猘չ"84ה($1׾⢘㶷٥⼿锃⹛⡲ׇׁ׷كأز٥فؙٓذ؍ أכ֮׷ַזպ)VSTUչזְպ

ؕٓؿٕ٥ن٦سחֶֽ׷ ؿ؋حءّٝY*5חꟼׅ׷ ˟⟃꣬כ儗꟦ⴖ׸ך׋׭ծת׋ⴽך堣⠓חկ ה֮׷أة٦ز،حف⟰噟  չؕٓؿٕ٥ن٦سպחֶֽ׷

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