人類史から見る今この時代の歩きかた

産業革命期を振り返りながら
AIが席巻する現代について考えてみました

オープンセミナー広島2023で話したスライドです

Transcript

1. 1
   Impress
   TITLE EXAMPLE HERE
   ਓྨ࢙͔ΒݟΔ
   ࠓ͜ͷ࣌୅ͷา͖͔ͨ
   OSH2023 2023/11/11
   Kazushi NAKAMICHI
   

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   The farther backward you can look,
   the farther forward you are likely to see.
   Sir Winston Churchill
   

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   աڈΛΑΓԕ͘·ͰৼΓฦΔ͜ͱ͕Ͱ͖Ε͹ɺ
   ະདྷ΋ͦΕ͚ͩԕ͘·Ͱݟ౉ͤΔͩΖ͏ɻ
   Sir Winston Churchill
   

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4. ͱΓ͋͑ͣৼΓฦͬͯΈΔ
   😇
   ͪΐͬͱ
   ৼΓฦΓ͗ͨ͢
   ͔΋ɻɻɻ
   

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5. ৼΓฦͬͯΈΔ
   

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6. ڻዼͷࣄ࣮Λ఻͍͑ͨ
   

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7. 7
   ڻዼͷ৽ࣄ࣮
   ਓྨͷىݯ͸
   τ΢Ϟϩίγ
   

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8. ϚϠจ໌ͷ఻આͷ࡞෺
   ਆ͸τ΢ϞϩίγͷคͱਫΛ
   ࠞͥΔ͜ͱͰਓྨΛ࡞ͬͨ
   ԫɺനɺࢵɺࠇͳͲͷ༷ʑ
   ͳ৭͸ਓछΛ͍ࣔͯ͠Δ
   τ΢Ϟϩίγ͸Ӊ஦͔Β΍ͬ
   ͖ͯͨ
   

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9. τ΢Ϟϩίγ͸Ӊ஦͔Βདྷͨ
   छࢠ͕ൽʹแ·Ε͍ͯΔͨΊ
   ࣗવൟ৩Ͱ͖ͳ͍
   ໌֬ͳ૆ઌछͱͳΔ໺ੜ২
   ෺͕ݟ͔͍ͭͬͯͳ͍
   ࠄ෺ੜ࢈ྔ͸ଞΛҾ͖཭͠
   ͯੈքҰ
   ถ
   খഴ
   τ΢Ϟϩίγ
   0 300 600 900 1200
   શੈքͷੜ࢈ྔ ඦສU
   
   

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10. 10
    Impress
    TITLE EXAMPLE HERE
    ਓྨ࢙͔ΒݟΔ
    ࠓ͜ͷ࣌୅ͷา͖͔ͨ
    OSH2023 2023/11/11
    Kazushi NAKAMICHI
    

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11. lਓྨʹͱͬͯ࠷΋وॏͰ͋Δͱ
    ಉ࣌ʹ࠷΋ѱ͖͠ʓʓͰ͋Δɻ
    ͜ͷΑ͏ͳ΋ͷ͸ɺਓؒͷ಄͕
    ߟ͑ग़ͨ͠தͰ࠷େڃʹආ೉ʹ
    ஋͢Δ΋ͷͩͱݴ͑Δz
    

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12. lਓྨʹͱͬͯ࠷΋وॏͰ͋Δͱ
    ಉ࣌ʹ࠷΋ѱ͖ۚ͠ଐͰ͋Δɻ
    ͜ͷΑ͏ͳ΋ͷ͸ɺਓؒͷ಄͕
    ߟ͑ग़ͨ͠தͰ࠷େڃʹආ೉ʹ
    ஋͢Δ΋ͷͩͱݴ͑Δz
    https://en.wikipedia.org/wiki/Pliny_the_Elder
    େϓϦχ΢ε
    ೥
    ݹ୅ϩʔϚͷത෺ֶऀ
    మʹ͍ͭͯ
    

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13. l"*͸ਓྨʹͱͬͯ࠷ѱɺ΋͠
    ͘͸࠷ྑͷ݁ՌΛ΋ͨΒ͢Մೳ
    ੑ͕͋Δz
    https://forbesjapan.com/articles/detail/18421
    

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14. ྺ࢙ͷస׵఺ͱ΋ݴ͑Δɺ
    ࣾձΛҰมͤ͞Δٕज़ͷ஀ੜΛ
    ਓྨ͸Կ౓΋ܦݧ͖ͯͨ͠
    

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16. ࡞෺ͷऩ֭ྔ͸૿͑Δ͕
    ਓޱ૿ՃʹΑͬͯ৯͍௵͞ΕΔ
    Ұਓ౰ͨΓͷੜ࢈ੑ͸޲্͍ͯ͠ͳ͍
    

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17. ͜ͷ͋ͨΓͰੈքΛม͑ΔΑ͏ͳ
    Կ͔͕͋ͬͨ͸ͣ
    

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18. ࢈ۀֵ໋
    ୈҰ࣍࢈ۀֵ໋
    Around 1769~
    In England.
    ୈೋ࣍࢈ۀֵ໋
    Around 1879~
    In the America. and European countries.
    

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19. 19
    01
    02
    03
    Contents
    ࢈ۀֵ໋ظʹ৽ٕज़͸
    ԿΛҾ͖ىͨ͜͠ͷ͔
    ࢈ۀֵ໋ͱݱࡏΛൺֱ͢Δ
    ͜ͱͰݟ͑Δ΋ͷ
    *5ٕज़ऀͱͯ͠ੜ͖͍ͯͨ͘Ί
    ͷͭͷϝοηʔδ
    

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20. छྨͷٕज़ʹ͍ͭͯ
    ࿑ಇஔ׵ٕज़ ࿑ಇิ׬ٕज़
    ࿑ಇऀͷ΍͍ͬͯͨ͜ͱ͕ػցʹ
    ͦͷ··ஔ͖׵ΘΔٕज़
    ػց͕࿑ಇऀΛॿ͚ͯੜ࢈ੑΛߴ
    ΊΔٕज़
    ࣗಈ৫ػɺચ୕ػɺτϥΫλʔ ๬ԕڸɺ૟আػɺ*%&
    

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21. ࢈ۀֵ໋
    ୈҰ࣍࢈ۀֵ໋
    Around 1769~
    In England.
    ୈೋ࣍࢈ۀֵ໋
    Around 1879~
    In the America. and European countries.
    

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22. ࢈ۀֵ໋͸ࢳ͔Β࢝·Δ
    

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23. ୅දతͳൃ໌
    ๰੷ػ ࣗಈ৫ػ ৠؾػؔ
    ࢳͷߴ଎େྔੜ࢈ ໖৫෺࡞੒ͷࣗಈԽ ৠؾΛ৽ͨͳಈྗʹ
    

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24. ৠؾػؔ͸༷ʑͳಈྗͱͳΓ
    ΍͕ͯమಓΛಈ͔͢Α͏ʹͳΔ
    

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25. ৠؾػؔ ໖৫෺ మಓ
    ޻৔ͷ஀ੜͱ໖৫෺ͷരൃతීٴ΁
    ֤छಈྗ ޻৔Ͱͷେྔੜ࢈ ༌ૹ
    

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26. View Slide

27. ͳͥୈҰ࣍࢈ۀֵ໋͸ى͖ͨͷ͔ʁ
    ͦͯ͠ɺͳͥͦΕ·Ͱى͖ͳ͔ͬͨͷ͔ʁ
    2
    

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28. ୈҰ࣍࢈ۀֵ໋ظʹ͓͍ͯ
    ੓࣏͕ΠϊϕʔγϣϯΛࢧ࣋ͨͨ͠Ί
    "
    

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29. ͦΕ·Ͱ͸ΠϊϕʔγϣϯΛ
    ્֐͢Δྗ͕ಇ͍͍ͯͨͷ͔ʁ
    2
    

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30. :&4
    "
    

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31. lͦͳͨͷൃ໌͕͜ͷࠃͷ͋ΘΕ
    ͳਉຽʹԿΛ΋ͨΒ͔͢ߟ͑Ͷ
    ͹ͳΒͳ͍ɻ൴Β͔Β࢓ࣄΛୣ
    ͍ɺޤ৯ʹᩫΊɺഁ໓ʹ௥͍΍
    ΔͩΖ͏z
    ΤϦβϕεҰੈ
    ࡏҐɿ೥
    ۺԼฤΈػʹରͯ͠
    

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32. ࢈ۀֵ໋Λى͜͢ΠϊϕʔγϣϯΛ
    ੓࣏͕ࢧ࣋ͨ͠ཧ༝͸Կނ͔ʁ
    2
    

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33. ઓ૪ͱ௞্ۚঢ
    "
    

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34. ػցಋೖͷ͖͔͚ͬ
    ઓ૪ ௞্ۚঢ
    ෢ྗ΍๵қͷࠃࡍڝ૪͕ܹԽ͠
    ͨ
    ࿑ಇऀͷ௞্͕ۚঢ͠ػցԽʹΑ
    Δίετ࡟ݮ͕ٻΊΒΕͨ
    ٕज़తʹ஗ΕΔ͜ͱ͸ࠃࡍڝ૪ྗ
    Λࣦ͏͜ͱʹͳΔ
    ख़࿅޻͸ղޏ͞Εɺ޻৔ͷओ໾͸
    ঁੑͱࢠͲ΋ʹมΘͬͨ
    

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35. ൃ໌ίϯϐϡʔλʔͷྺ࢙΋
    ࣮͸ͱͯ΋ࣅ͍ͯΔ
    νϡʔϦϯάϚγϯͱ͔
    ͦͯ͠ݱ୅΋ɻɻɻ
    

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36. ൃ໌ͷྺ࢙͸
    ఍߅ͷྺ࢙Ͱ΋͋Δ
    

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37. ϥομΠτӡಈ͕ى͜Δ
    ৬Λࣦ͏͜ͱΛڪΕͨ৬ਓͨͪ
    ͕ػցΛഁյͯ͠·Θͬͨ
    ػցΛഁյ͢ΔͱࢮܐͱͳΔ๏
    ཯·ͰͰ͖ͨ
    ܉ʹΑ੍ͬͯѹ͞Εػցͷಋೖ
    ΛࢭΊΔ͜ͱ͸Ͱ͖ͳ͔ͬͨ
    

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38. ٕज़͕ࣾձΛศརʹ͢Δͷ͔ͩΒɺ
    ࿑ಇஔ׵ٕज़ͩΖ͏͕
    ड͚ೖΕͨΒΑ͍ͷͰ͸ʁ
    2
    

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39. ࢈ۀֵ໋Λܦͯੜ࢈ྔ͸্ঢΛଓ͚Δ͕
    ௞্ۚঢ͸೥ۙ͘ఀ଺ͨ͠
    "
    

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40. ୈҰ࣍࢈ۀֵ໋ʹ͓͍ͯ
    ػցԽͱ޻৔Խ͕΋ͨΒͨ͠΋ͷ
    ੜ࢈ྔɹ46% UP
    ػ৫৬ਓͷࣦۀ཰ɹ60~84%
    ޻৔஍Ҭॅਓͷฏۉण໋ɹશࠃฏۉ-10࠽
    ࿑ಇ࣌ؒɹ20% UP
    ௞ۚɹ12% UP
    

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41. ͦͷ࣌୅Λੜ͖Δ࿑ಇऀʹͱͬͯ͸
    ػցԽ͸ෆ޾ͳग़དྷࣄͰ͔͠
    ͳ͔ͬͨͷ͔΋͠Εͳ͍ɻɻɻ
    

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42. ࢈ۀֵ໋
    ୈҰ࣍࢈ۀֵ໋
    Around 1769~
    In England.
    ୈೋ࣍࢈ۀֵ໋
    Around 1879~
    In the America. and European countries.
    

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43. ୅දతͳൃ໌
    ిؾ ಺೩ػؔ ࣗಈं
    র໌΍ಈྗ͕ిؾ΁ Τϯδϯͷ஀ੜ ॏ޻ۀͷൃల
    

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44. ిؾͷ׆༂
    Ψεʹ୅ΘΔ҆શͳর໌ͱͯ͠
    ޻৔ΛরΒ͢
    ͕ͩɺಈྗͷిԽʹΑΔੜ࢈ੑͷ޲্·Ͱ
    40೥͔͔ۙͬͨ͘
    ΍͕ͯৠؾʹ୅ΘΔಈྗͱͯ͠
    ػցΛಈ͔͢Α͏ʹͳΔ
    

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45. ిԽʹΑΔੜ࢈ੑ޲্ʹඞཁͩͬͨ΋ͷ
    தԝಈྗ͔ΒϢχοτۦಈ΁ͷ
    มߋ
    ޻৔ͷϨΠΞ΢τɺੜ࢈޻ఔɺ
    ੜ࢈؅ཧํ๏ͷมߋ
    

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46. ػցͱ޻৔ͷมԽ
    ޻৔͸େن໛Խ͢Δ͜ͱͰ
    ਓࣄɺܦཧɺࣄ຿౳ͷ࢓ࣄ͕ੜ·ΕΔ
    ػց͕ޏ༻ͷ૑ग़ͱ௞ۚͷ্ঢΛ
    ਪ͠ਐΊΔ
    ػց͸େܕԽෳࡶԽ͠੒ਓ࿑ಇऀ
    ͷखΛඞཁͱ͢ΔΑ͏ʹͳΔ
    

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47. ࿑ಇஔ׵ٕज़͸ͳ͔ͬͨͷ͔ʁ
    ϥομΠτͷΑ͏ͳ఍߅͸ʁ
    2
    

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48. ࿑ಇஔ׵ٕज़͸ଘࡏͨ͠
    ίϯςφɺચ୕ػɺτϥΫλʔFUD
    ͕ͩͦΕҎ্ʹܦࡁ͕ൃల͠ޏ༻͕૑ग़͞Εͨ
    "
    

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49. ʮٕज़ͷਐา͸Ұ࣌తͳ֨ࠩΛੜΉ͕
    কདྷతʹ͸શͯͷܦࡁʹ͓͍ͯൟӫ͸
    ڞ༗͞ΕΔʯͬͯߟ͕͑ࢧ࣋͞ΕΔ
    

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50. ʮٕज़ͷਐา͸Ұ࣌తͳ֨ࠩΛੜΉ͕
    কདྷతʹ͸શͯͷܦࡁʹ͓͍ͯൟӫ͸
    ڞ༗͞ΕΔʯͬͯߟ͕͑ࢧ࣋͞ΕΔ
    ͦͷޙϐέςΟʹ
    ൱ఆ͞ΕΔ͚ͲͶʂ
    

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51. ࿑ಇஔ׵ٕज़ʹ௚໘ͨ͠ਓͨͪ
    ๓͍ࢠ͸ϛγϯ͕ͳ͚Ε͹ग़དྷͳ͍ɺ
    ΑΓߴ౓ͳ࢓ࣄʹҠͬͨ
    ೶ۀ͔Βਓͷྲྀग़͕ਐΜͩͨΊ
    ਓखෆ଍Λิ͏ͨΊʹػցԽΛਐΊͨ
    ػցԽલͷ࢓ࣄʹಛԽͨ͠εΩϧͷਓ
    ΄Ͳస৬ʹۤઓͨ͠
    

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52. ୈೋ࣍࢈ۀֵ໋ʹ͓͍ͯ
    ॏ޻ۀͷൃల͕΋ͨΒͨ͠΋ͷ
    ॏ޻ۀ෼໺Ͱͷେྔੜ࢈͕࢝·Γ
    ंɺՈిͳͲ͕ҰൠՈఉʹීٴ
    ػցಋೖʹରͯ͠ͷ๫ಈ͸
    ΄ͱΜͲى͖͍ͯͳ͍
    ՈిͷීٴʹΑΓՈࣄෛ୲͕ݮΓ
    ঁੑͷबۀ཰͕૿Ճ
    

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53. 53
    01
    02
    03
    Contents
    ࢈ۀֵ໋ظʹ৽ٕज़͸
    ԿΛҾ͖ىͨ͜͠ͷ͔
    ࢈ۀֵ໋ͱݱࡏΛൺֱ͢Δ
    ͜ͱͰݟ͑Δ΋ͷ
    *5ٕज़ऀͱͯ͠ੜ͖͍ͯͨ͘Ί
    ͷͭͷϝοηʔδ
    

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54. ೋͭͷ࢈ۀֵ໋ʹ͓͍ͯ
    ண໨͢΂͖ϙΠϯτ ϙδςΟϒ
    
    ͸ԿͩΖ͏͔
    

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55. ࢈ۀֵ໋͕ى͖ΔͨΊͷཁૉͱ͸
    

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56. ࢈ۀֵ໋͕ى͖ΔͨΊͷཁૉͱ͸
    ෳ਺ͷٕज़͕૊Έ߹Θ͞Δ͜ͱͰ
    ֵ໋͸ى͖Δ
    ৽ٕज़ͷՁ஋ΛҾ͖ग़ͨ͢Ίʹ͸
    ۀ຿ӡ༻ࣗମΛม͑Δඞཁ͕͋Δ
    

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57. ৠؾػؔ ໖৫෺ మಓ
    ݱ୅ͱরΒ͠߹Θͤͯߟ͑ͯΈΔ
    ֤छಈྗ ޻৔Ͱͷେྔੜ࢈ ༌ૹ
    

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58. AI Web
    ಈྗ Ձ஋ ༌ૹ
    ݱ୅ͱরΒ͠߹Θͤͯߟ͑ͯΈΔ
    ？
    

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59. AI Web
    ಈྗ Ձ஋ ༌ૹ
    ݱ୅ͱরΒ͠߹Θͤͯߟ͑ͯΈΔ
    ？ ࢈ۀֵ໋ͷ४උ͸
    ੔ͬͯΔ͔΋
    

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60. ࢈ۀֵ໋͕ى͖ΔͨΊͷཁૉͱ͸
    ৽ٕज़ͷՁ஋ΛҾ͖ग़ͨ͢Ίʹ͸
    ۀ຿ӡ༻ࣗମΛม͑Δඞཁ͕͋Δ
    

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61. ࢈ۀֵ໋͕ى͖ΔͨΊͷཁૉͱ͸
    ৽ٕज़ͷՁ஋ΛҾ͖ग़ͨ͢Ίʹ͸
    ۀ຿ӡ༻ࣗମΛม͑Δඞཁ͕͋Δ
    "*Λத৺ͱͨ͠ۀ຿
    ӡ༻΁ͷมߋ͕ඞཁ
    ͬͯίτ
    

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62. ·ͩਅՁΛൃش͠
    ͍ͯͳ͍ͷͰ͸ʁ
    

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63. ͜ΕҎ্ͷೣϩϘ΍
    Ϩετϥϯ͕ൃలͨ͠ͱ
    ͯ͠
    ਓ͸Ձ஋Λײ͡Δͷ͔ʁ
    

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64. ೋͭͷ࢈ۀֵ໋ʹ͓͍ͯ
    ண໨͢΂͖ϙΠϯτ ωΨςΟϒ
    
    ͸ԿͩΖ͏͔
    

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65. ੓࣏ͷհೖͱࣦ৬
    

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66. ੓࣏ͷհೖͱࣦ৬
    ͍͔ʹૉ੖Β͍ٕ͠ज़ͩͱͯ͠΋
    ੓࣏ͷհೖΛड͚ΔՄೳੑ͕͋Δ
    ࣦ৬ͨ͠৔߹ɺಛԽͨ͠εΩϧ͕
    ٲʹͳΔՄೳੑ͕͋Δ
    

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67. https://jp.wsj.com/articles/SB12789854453627703722704584452052821119092
    https://jp.wsj.com/articles/the-disappearing-white-collar-job-5a2a9535
    

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68. ੜ੒ܥ"*͸
    ࿑ಇஔ׵ٕज़͔ʁ
    ࿑ಇิ׬ٕज़͔ʁ
    

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69. https://memo.tyoshida.me/others/openai-dev-day-2023-summary/
    https://codezine.jp/article/detail/18645
    

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70. Θ͔Βͳ͘
    ͳͬͨ
    

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71. զʑ͸ϥομΠτʹ
    ͳΔ΂͖ͳͷ͔ʜ
    ࣦ৬ͨ͘͠Ͷ͐
    

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72. 72
    01
    02
    03
    Contents
    ࢈ۀֵ໋ظʹ৽ٕज़͸
    ԿΛҾ͖ىͨ͜͠ͷ͔
    ࢈ۀֵ໋ͱݱࡏΛൺֱ͢Δ
    ͜ͱͰݟ͑Δ΋ͷ
    *5ٕज़ऀͱͯ͠ੜ͖͍ͯͨ͘Ί
    ͷͭͷϝοηʔδ
    

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73. Nulab Inc.
    Live in SHIMANE
    X @ici_mici
    Kazushi NAKAMICHI
    Project Management
    

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74. 37
    30
    23 Ԭࢁ
    ब৬ స৬ ແ৬ ब৬
    ब৬
    ޿ౡɹब৬ɹ
    Ԭࢁɹసۈ
    ޿ౡɹసۈ
    ౡࠜɹస৬ˍҠॅɹ
    ແ৬ ब৬ ແ৬
    salesperson
    ↔︎
    ɹ _ɹ
    QSPHSBNNFS
    *OGSBTUSVDUVSF
    1- 1K.
    ˣ
    

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75. 37
    30
    23 Ԭࢁ
    ब৬ స৬ ແ৬ ब৬
    ब৬
    ޿ౡɹब৬ɹ
    Ԭࢁɹసۈ
    ޿ౡɹసۈ
    ౡࠜɹస৬ˍҠॅɹ
    ແ৬ ब৬ ແ৬
    salesperson
    ↔︎
    ɹ _ɹ
    QSPHSBNNFS
    *OGSBTUSVDUVSF
    1- 1K.
    ˣ
    ITίϛϡχςΟʹࢀՃ࢝͠ΊΔ
    ૒ࢠ͕ੜ·ΕΔ
    

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76. View Slide

77. View Slide

78. View Slide

79. Love ށࡔͷΩϟϕπͷ͓޷Έম͖
    Anger ͓޷Έম͖ͷϐβ੾Γ
    X @ici_mici
    Kazushi NAKAMICHI
    

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80. Message
    Ձ஋ΛͣΒ͢
    ࢥ͍ු͔΂ͯ΋Β͏ਓͰ
    ͋Γଓ͚Δ
    ࣗ෼ͰܾΊͯࣗ෼Ͱ΍Δ
    

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81. Ձ஋ΛͣΒ͢
    

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82. ૊৫಺Ͱ࣮ફ͍ͯ͠Δਓ
    গͳ͍ ଟ͍
    ଟ͍
    ΋
    ͨ
    Β
    ͢
    ͱ
    ࢥ
    Θ
    Ε
    Δ
    Ձ
    ஋
    झຯ μϝͳश׳
    νϟϨϯδϟʔ ચ࿅͞Εͨۀ຿
    

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83. ૊৫಺Ͱ࣮ફ͍ͯ͠Δਓ
    গͳ͍ ଟ͍
    ଟ͍
    ΋
    ͨ
    Β
    ͢
    ͱ
    ࢥ
    Θ
    Ε
    Δ
    Ձ
    ஋
    झຯ μϝͳश׳
    νϟϨϯδϟʔ ચ࿅͞Εͨۀ຿
    ͜ͷลΓΛૂ͖ͬͯͨ
    

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84. ·͋ɺ͍͍ͨͯͷ৔߹૬खʹ͞Εͳ͍͚Ͳ
    ͳΜ͔ຊ౰ʹ࣌ʑ͍͍͜ͱ͕ى͖Δ
    

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85. ൃ໌͸ඞཁͷ฼Ͱ͋Δ
    धཁ͕͋Δ͔Βൃ໌͕͋ΔͷͰ͸ͳ͘ɺۮવ࡞ΒΕͨ
    ൃ໌඼ͷத͔Β࣌୅ͷधཁʹԊͬͨ΋ͷ͕࠾༻͞ΕΔ
    

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86. ૊৫಺Ͱ࣮ફ͍ͯ͠Δਓ
    গͳ͍ ଟ͍
    ଟ͍
    ΋
    ͨ
    Β
    ͢
    ͱ
    ࢥ
    Θ
    Ε
    Δ
    Ձ
    ஋
    झຯ μϝͳश׳
    νϟϨϯδϟʔ ચ࿅͞Εͨۀ຿
    ࡉ͔͍͜ͱ͸ߟ͑ͣ
    ʹɺ޷͖ͳ͜ͱΛ΍
    Ε͹͍͍Α
    

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87. ࢥ͍ු͔΂ͯ΋Β͏ਓͰ͋Γଓ͚Δ
    

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88. DNA
    Libido
    ݀ډਓͷݪཧ
    ϖϯϑΟʔϧυͷ
    ϗϜϯΫϧε
    

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89. ਓؒͬͯ΋ͷ͘͢͝
    ݪ࢝తͳຊೳʹࢧ഑͞ΕͯΔͱࢥ͏
    

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90. "*ͷྗʹΑٕͬͯज़ͷ֨ࠩ͸ݮΔ
    ࢲͨͪͷεΩϧ͸͋·ΓҙຯΛ࣋ͨͳ͍΋ͷʹͳΔΑ͏ͳؾ͕͢Δ
    ϓϩάϥϛϯά͕Ͱ͖Δͱ͔ɺ֎ࠃޠΛ࿩ͤΔͱ͔
    Ձ஋͕ݮ͍ͬͯ͘ͱࢥ͏
    

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91. "*͸৬Λୣ͏͔΋͠Εͳ͍͚Ͳ
    ࠓͷͱ͜Ζ෋Λಠ઎ͨ͠Γ͸͠ͳ͍
    ෋͸ਓʹ࢒Δ
    ਓʹ͸ର࿩͕࢒Δ
    

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92. ͖ͬͱɺ͋ͷਓͱҰॹʹಇ͖͍ͨͳ͊ͬͯ
    ݴͬͯ΋Β͑Δ͜ͱͷՁ஋͕ߴ·Δ
    

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93. ϒϦϦΞϯτδϟʔΫ͸μϝ
    ࡾຊ଍ͷݘ͸࿦֎
    

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94. ֶͼଓ͚Δਓ
    ֶͼ΍ܦݧΛपΓʹ఻͑Δਓ
    

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95. ఻͑Δ͜ͱͷେ੾͞
    

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96. Our Mision
    ULTIMATE POWERPOINT PRESENTATION
    ୭͔͕͋ͳͨΛݟ͍ͯͯ͘ΕΔ
    

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97. ࣗ෼ͰܾΊͯࣗ෼Ͱ΍Δ
    

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98. ্࢘ͷࢦࣔ΍ɺ༑ୡͷ༠͍ͳͲͰ͸ͳ͘ɺ
    ଞͷ୭Ͱ΋ͳࣗ͘෼ͰܾΊΔ
    

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99. ҰਓͰ΍Δ
    ͨͬͨҰਓͰ࢝ΊΔ
    

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100. ੈͷதʹ͸ʮ͏·͘΍Δํ๏ʯΛ
     ڭ͑ͯ͘ΕΔ΋ͷ͸ࢁͷΑ͏ʹ͋Δ
     ͚ͩͲɺʮ΍Δʯ࣮ࡍʹߦಈ͢Δํ๏ͬͯͷ͸
     ୭΋ڭ͑ͯ͘Εͳ͍
     

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101. ҰਓͰ΍Δ
     ͨͬͨҰਓͰ࢝ΊΔ
     

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102. l͍ͭͩͬͯ࢝ΊΔͷ͸ࣗ෼͔Βͩɻ
     Ͱ΋ɺ͍ͭ·Ͱ΋ͻͱΓͰ͸ͳ͍ɻz
     

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103. ྗΛಘΔ͜ͱͰ
     ΤϯδχΞ͸ࣗ༝ʹͳΕΔ
     ͱͯ΋ૉ੖Β͍͠৬ۀͩΑ
     

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104. 104
     #FGSFF
     

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105. Thank you
     X @ici_mici
     

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