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人類史から見る今この時代の歩きかた
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nakamichi
November 11, 2023
Technology
2
590
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
nakamichi
November 11, 2023
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Transcript
1 Impress TITLE EXAMPLE HERE ਓྨ࢙͔ΒݟΔ ࠓ͜ͷ࣌ͷา͖͔ͨ OSH2023 2023/11/11 Kazushi
NAKAMICHI
Gallery image feature 01 Lorem ipsum dolor sit amet, consectetur
adipiscing elit. Fusce diam tortor, mattis quis dapibus vitae, Gallery image feature 02 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce diam tortor, mattis quis dapibus vitae, 01 02 Gallery image feature 01 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce diam tortor, mattis quis dapibus vitae, Gallery image feature 02 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce diam tortor, mattis quis dapibus vitae, 03 04 The farther backward you can look, the farther forward you are likely to see. Sir Winston Churchill
Gallery image feature 01 Lorem ipsum dolor sit amet, consectetur
adipiscing elit. Fusce diam tortor, mattis quis dapibus vitae, Gallery image feature 02 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce diam tortor, mattis quis dapibus vitae, 01 02 Gallery image feature 01 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce diam tortor, mattis quis dapibus vitae, Gallery image feature 02 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Fusce diam tortor, mattis quis dapibus vitae, 03 04 աڈΛΑΓԕ͘·ͰৼΓฦΔ͜ͱ͕Ͱ͖Εɺ ະདྷͦΕ͚ͩԕ͘·ͰݟͤΔͩΖ͏ɻ Sir Winston Churchill
ͱΓ͋͑ͣৼΓฦͬͯΈΔ 😇 ͪΐͬͱ ৼΓฦΓ͗ͨ͢ ͔ɻɻɻ
ৼΓฦͬͯΈΔ
ڻዼͷࣄ࣮Λ͍͑ͨ
7 ڻዼͷ৽ࣄ࣮ ਓྨͷىݯ τϞϩίγ
ϚϠจ໌ͷઆͷ࡞ ਆτϞϩίγͷคͱਫΛ ࠞͥΔ͜ͱͰਓྨΛ࡞ͬͨ ԫɺനɺࢵɺࠇͳͲͷ༷ʑ ͳ৭ਓछΛ͍ࣔͯ͠Δ τϞϩίγӉ͔Βͬ ͖ͯͨ
τϞϩίγӉ͔Βདྷͨ छࢠ͕ൽʹแ·Ε͍ͯΔͨΊ ࣗવൟ৩Ͱ͖ͳ͍ ໌֬ͳઌछͱͳΔੜ২ ͕ݟ͔͍ͭͬͯͳ͍ ࠄੜ࢈ྔଞΛҾ͖͠ ͯੈքҰ ถ খഴ τϞϩίγ
0 300 600 900 1200 શੈքͷੜ࢈ྔ ඦສU
10 Impress TITLE EXAMPLE HERE ਓྨ࢙͔ΒݟΔ ࠓ͜ͷ࣌ͷา͖͔ͨ OSH2023 2023/11/11 Kazushi
NAKAMICHI
lਓྨʹͱͬͯ࠷وॏͰ͋Δͱ ಉ࣌ʹ࠷ѱ͖͠ʓʓͰ͋Δɻ ͜ͷΑ͏ͳͷɺਓؒͷ಄͕ ߟ͑ग़ͨ͠தͰ࠷େڃʹආʹ ͢Δͷͩͱݴ͑Δz
lਓྨʹͱͬͯ࠷وॏͰ͋Δͱ ಉ࣌ʹ࠷ѱ͖ۚ͠ଐͰ͋Δɻ ͜ͷΑ͏ͳͷɺਓؒͷ಄͕ ߟ͑ग़ͨ͠தͰ࠷େڃʹආʹ ͢Δͷͩͱݴ͑Δz https://en.wikipedia.org/wiki/Pliny_the_Elder େϓϦχε ݹϩʔϚͷതֶऀ మʹ͍ͭͯ
l"*ਓྨʹͱͬͯ࠷ѱɺ͠ ͘࠷ྑͷ݁ՌΛͨΒ͢Մೳ ੑ͕͋Δz https://forbesjapan.com/articles/detail/18421
ྺ࢙ͷసͱݴ͑Δɺ ࣾձΛҰมͤ͞Δٕज़ͷੜΛ ਓྨԿܦݧ͖ͯͨ͠
None
࡞ͷऩ֭ྔ૿͑Δ͕ ਓޱ૿ՃʹΑͬͯ৯͍௵͞ΕΔ ҰਓͨΓͷੜ࢈ੑ্͍ͯ͠ͳ͍
͜ͷ͋ͨΓͰੈքΛม͑ΔΑ͏ͳ Կ͔͕͋ͬͨͣ
࢈ۀֵ໋ ୈҰ࣍࢈ۀֵ໋ Around 1769~ In England. ୈೋ࣍࢈ۀֵ໋ Around 1879~ In
the America. and European countries.
19 01 02 03 Contents ࢈ۀֵ໋ظʹ৽ٕज़ ԿΛҾ͖ىͨ͜͠ͷ͔ ࢈ۀֵ໋ͱݱࡏΛൺֱ͢Δ ͜ͱͰݟ͑Δͷ *5ٕज़ऀͱͯ͠ੜ͖͍ͯͨ͘Ί
ͷͭͷϝοηʔδ
छྨͷٕज़ʹ͍ͭͯ ࿑ಇஔٕज़ ࿑ಇิٕज़ ࿑ಇऀͷ͍ͬͯͨ͜ͱ͕ػցʹ ͦͷ··ஔ͖ΘΔٕज़ ػց͕࿑ಇऀΛॿ͚ͯੜ࢈ੑΛߴ ΊΔٕज़ ࣗಈ৫ػɺચ୕ػɺτϥΫλʔ ԕڸɺআػɺ*%&
࢈ۀֵ໋ ୈҰ࣍࢈ۀֵ໋ Around 1769~ In England. ୈೋ࣍࢈ۀֵ໋ Around 1879~ In
the America. and European countries.
࢈ۀֵ໋ࢳ͔Β࢝·Δ
දతͳൃ໌ ػ ࣗಈ৫ػ ৠؾػؔ ࢳͷߴେྔੜ࢈ ໖৫࡞ͷࣗಈԽ ৠؾΛ৽ͨͳಈྗʹ
ৠؾػ༷ؔʑͳಈྗͱͳΓ ͕ͯమಓΛಈ͔͢Α͏ʹͳΔ
ৠؾػؔ ໖৫ మಓ ͷੜͱ໖৫ͷരൃతීٴ ֤छಈྗ Ͱͷେྔੜ࢈ ༌ૹ
None
ͳͥୈҰ࣍࢈ۀֵ໋ى͖ͨͷ͔ʁ ͦͯ͠ɺͳͥͦΕ·Ͱى͖ͳ͔ͬͨͷ͔ʁ 2
ୈҰ࣍࢈ۀֵ໋ظʹ͓͍ͯ ࣏͕ΠϊϕʔγϣϯΛࢧ࣋ͨͨ͠Ί "
ͦΕ·ͰΠϊϕʔγϣϯΛ ્͢Δྗ͕ಇ͍͍ͯͨͷ͔ʁ 2
:&4 "
lͦͳͨͷൃ໌͕͜ͷࠃͷ͋ΘΕ ͳਉຽʹԿΛͨΒ͔͢ߟ͑Ͷ ͳΒͳ͍ɻ൴Β͔ΒࣄΛୣ ͍ɺޤ৯ʹᩫΊɺഁ໓ʹ͍ ΔͩΖ͏z ΤϦβϕεҰੈ ࡏҐɿ ۺԼฤΈػʹରͯ͠
࢈ۀֵ໋Λى͜͢ΠϊϕʔγϣϯΛ ࣏͕ࢧ࣋ͨ͠ཧ༝Կނ͔ʁ 2
ઓ૪ͱ্ۚঢ "
ػցಋೖͷ͖͔͚ͬ ઓ૪ ্ۚঢ ྗқͷࠃࡍڝ૪͕ܹԽ͠ ͨ ࿑ಇऀͷ্͕ۚঢ͠ػցԽʹΑ Δίετݮ͕ٻΊΒΕͨ ٕज़తʹΕΔ͜ͱࠃࡍڝ૪ྗ Λࣦ͏͜ͱʹͳΔ ख़࿅ղޏ͞Εɺͷओ
ঁੑͱࢠͲʹมΘͬͨ
ൃ໌ίϯϐϡʔλʔͷྺ࢙ ࣮ͱͯࣅ͍ͯΔ νϡʔϦϯάϚγϯͱ͔ ͦͯ͠ݱɻɻɻ
ൃ໌ͷྺ࢙ ߅ͷྺ࢙Ͱ͋Δ
ϥομΠτӡಈ͕ى͜Δ ৬Λࣦ͏͜ͱΛڪΕͨ৬ਓͨͪ ͕ػցΛഁյͯ͠·Θͬͨ ػցΛഁյ͢ΔͱࢮܐͱͳΔ๏ ·ͰͰ͖ͨ ܉ʹΑ੍ͬͯѹ͞Εػցͷಋೖ ΛࢭΊΔ͜ͱͰ͖ͳ͔ͬͨ
ٕज़͕ࣾձΛศརʹ͢Δͷ͔ͩΒɺ ࿑ಇஔٕज़ͩΖ͏͕ ड͚ೖΕͨΒΑ͍ͷͰʁ 2
࢈ۀֵ໋Λܦͯੜ࢈ྔ্ঢΛଓ͚Δ͕ ্ۚঢۙ͘ఀͨ͠ "
ୈҰ࣍࢈ۀֵ໋ʹ͓͍ͯ ػցԽͱԽ͕ͨΒͨ͠ͷ ੜ࢈ྔɹ46% UP ػ৫৬ਓͷࣦۀɹ60~84% Ҭॅਓͷฏۉण໋ɹશࠃฏۉ-10࠽ ࿑ಇ࣌ؒɹ20% UP ۚɹ12% UP
ͦͷ࣌Λੜ͖Δ࿑ಇऀʹͱͬͯ ػցԽෆͳग़དྷࣄͰ͔͠ ͳ͔ͬͨͷ͔͠Εͳ͍ɻɻɻ
࢈ۀֵ໋ ୈҰ࣍࢈ۀֵ໋ Around 1769~ In England. ୈೋ࣍࢈ۀֵ໋ Around 1879~ In
the America. and European countries.
දతͳൃ໌ ిؾ ೩ػؔ ࣗಈं র໌ಈྗ͕ిؾ Τϯδϯͷੜ ॏۀͷൃల
ిؾͷ׆༂ ΨεʹΘΔ҆શͳর໌ͱͯ͠ ΛরΒ͢ ͕ͩɺಈྗͷిԽʹΑΔੜ࢈ੑͷ্·Ͱ 40͔͔ۙͬͨ͘ ͕ͯৠؾʹΘΔಈྗͱͯ͠ ػցΛಈ͔͢Α͏ʹͳΔ
ిԽʹΑΔੜ࢈ੑ্ʹඞཁͩͬͨͷ தԝಈྗ͔ΒϢχοτۦಈͷ มߋ ͷϨΠΞτɺੜ࢈ఔɺ ੜ࢈ཧํ๏ͷมߋ
ػցͱͷมԽ େنԽ͢Δ͜ͱͰ ਓࣄɺܦཧɺࣄͷࣄ͕ੜ·ΕΔ ػց͕ޏ༻ͷग़ͱۚͷ্ঢΛ ਪ͠ਐΊΔ ػցେܕԽෳࡶԽ͠ਓ࿑ಇऀ ͷखΛඞཁͱ͢ΔΑ͏ʹͳΔ
࿑ಇஔٕज़ͳ͔ͬͨͷ͔ʁ ϥομΠτͷΑ͏ͳ߅ʁ 2
࿑ಇஔٕज़ଘࡏͨ͠ ίϯςφɺચ୕ػɺτϥΫλʔFUD ͕ͩͦΕҎ্ʹܦࡁ͕ൃల͠ޏ༻͕ग़͞Εͨ "
ʮٕज़ͷਐาҰ࣌తͳ֨ࠩΛੜΉ͕ কདྷతʹશͯͷܦࡁʹ͓͍ͯൟӫ ڞ༗͞ΕΔʯͬͯߟ͕͑ࢧ࣋͞ΕΔ
ʮٕज़ͷਐาҰ࣌తͳ֨ࠩΛੜΉ͕ কདྷతʹશͯͷܦࡁʹ͓͍ͯൟӫ ڞ༗͞ΕΔʯͬͯߟ͕͑ࢧ࣋͞ΕΔ ͦͷޙϐέςΟʹ ൱ఆ͞ΕΔ͚ͲͶʂ
࿑ಇஔٕज़ʹ໘ͨ͠ਓͨͪ ๓͍ࢠϛγϯ͕ͳ͚Εग़དྷͳ͍ɺ ΑΓߴͳࣄʹҠͬͨ ۀ͔Βਓͷྲྀग़͕ਐΜͩͨΊ ਓखෆΛิ͏ͨΊʹػցԽΛਐΊͨ ػցԽલͷࣄʹಛԽͨ͠εΩϧͷਓ ΄Ͳస৬ʹۤઓͨ͠
ୈೋ࣍࢈ۀֵ໋ʹ͓͍ͯ ॏۀͷൃల͕ͨΒͨ͠ͷ ॏۀͰͷେྔੜ࢈͕࢝·Γ ंɺՈిͳͲ͕ҰൠՈఉʹීٴ ػցಋೖʹରͯ͠ͷಈ ΄ͱΜͲى͖͍ͯͳ͍ ՈిͷීٴʹΑΓՈࣄෛ୲͕ݮΓ ঁੑͷबۀ͕૿Ճ
53 01 02 03 Contents ࢈ۀֵ໋ظʹ৽ٕज़ ԿΛҾ͖ىͨ͜͠ͷ͔ ࢈ۀֵ໋ͱݱࡏΛൺֱ͢Δ ͜ͱͰݟ͑Δͷ *5ٕज़ऀͱͯ͠ੜ͖͍ͯͨ͘Ί
ͷͭͷϝοηʔδ
ೋͭͷ࢈ۀֵ໋ʹ͓͍ͯ ண͖͢ϙΠϯτ ϙδςΟϒ ԿͩΖ͏͔
࢈ۀֵ໋͕ى͖ΔͨΊͷཁૉͱ
࢈ۀֵ໋͕ى͖ΔͨΊͷཁૉͱ ෳͷٕज़͕Έ߹Θ͞Δ͜ͱͰ ֵ໋ى͖Δ ৽ٕज़ͷՁΛҾ͖ग़ͨ͢Ίʹ ۀӡ༻ࣗମΛม͑Δඞཁ͕͋Δ
ৠؾػؔ ໖৫ మಓ ݱͱরΒ͠߹Θͤͯߟ͑ͯΈΔ ֤छಈྗ Ͱͷେྔੜ࢈ ༌ૹ
AI Web ಈྗ Ձ ༌ૹ ݱͱরΒ͠߹Θͤͯߟ͑ͯΈΔ ?
AI Web ಈྗ Ձ ༌ૹ ݱͱরΒ͠߹Θͤͯߟ͑ͯΈΔ ? ࢈ۀֵ໋ͷ४උ ͬͯΔ͔
࢈ۀֵ໋͕ى͖ΔͨΊͷཁૉͱ ৽ٕज़ͷՁΛҾ͖ग़ͨ͢Ίʹ ۀӡ༻ࣗମΛม͑Δඞཁ͕͋Δ
࢈ۀֵ໋͕ى͖ΔͨΊͷཁૉͱ ৽ٕज़ͷՁΛҾ͖ग़ͨ͢Ίʹ ۀӡ༻ࣗମΛม͑Δඞཁ͕͋Δ "*Λத৺ͱͨ͠ۀ ӡ༻ͷมߋ͕ඞཁ ͬͯίτ
·ͩਅՁΛൃش͠ ͍ͯͳ͍ͷͰʁ
͜ΕҎ্ͷೣϩϘ Ϩετϥϯ͕ൃలͨ͠ͱ ͯ͠ ਓՁΛײ͡Δͷ͔ʁ
ೋͭͷ࢈ۀֵ໋ʹ͓͍ͯ ண͖͢ϙΠϯτ ωΨςΟϒ ԿͩΖ͏͔
࣏ͷհೖͱࣦ৬
࣏ͷհೖͱࣦ৬ ͍͔ʹૉΒ͍ٕ͠ज़ͩͱͯ͠ ࣏ͷհೖΛड͚ΔՄೳੑ͕͋Δ ࣦ৬ͨ͠߹ɺಛԽͨ͠εΩϧ͕ ٲʹͳΔՄೳੑ͕͋Δ
https://jp.wsj.com/articles/SB12789854453627703722704584452052821119092 https://jp.wsj.com/articles/the-disappearing-white-collar-job-5a2a9535
ੜܥ"* ࿑ಇஔٕज़͔ʁ ࿑ಇิٕज़͔ʁ
https://memo.tyoshida.me/others/openai-dev-day-2023-summary/ https://codezine.jp/article/detail/18645
Θ͔Βͳ͘ ͳͬͨ
զʑϥομΠτʹ ͳΔ͖ͳͷ͔ʜ ࣦ৬ͨ͘͠Ͷ͐
72 01 02 03 Contents ࢈ۀֵ໋ظʹ৽ٕज़ ԿΛҾ͖ىͨ͜͠ͷ͔ ࢈ۀֵ໋ͱݱࡏΛൺֱ͢Δ ͜ͱͰݟ͑Δͷ *5ٕज़ऀͱͯ͠ੜ͖͍ͯͨ͘Ί
ͷͭͷϝοηʔδ
Nulab Inc. Live in SHIMANE X @ici_mici Kazushi NAKAMICHI Project
Management
37 30 23 Ԭࢁ ब৬ స৬ ແ৬ ब৬ ब৬ ౡɹब৬ɹ
Ԭࢁɹసۈ ౡɹసۈ ౡࠜɹస৬ˍҠॅɹ ແ৬ ब৬ ແ৬ salesperson ↔︎ ɹ _ɹ QSPHSBNNFS *OGSBTUSVDUVSF 1- 1K. ˣ
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
None
None
None
Love ށࡔͷΩϟϕπͷ͓Έম͖ Anger ͓Έম͖ͷϐβΓ X @ici_mici Kazushi NAKAMICHI
Message ՁΛͣΒ͢ ࢥ͍ු͔ͯΒ͏ਓͰ ͋Γଓ͚Δ ࣗͰܾΊͯࣗͰΔ
ՁΛͣΒ͢
৫Ͱ࣮ફ͍ͯ͠Δਓ গͳ͍ ଟ͍ ଟ͍ ͨ Β ͢ ͱ ࢥ
Θ Ε Δ Ձ झຯ μϝͳश׳ νϟϨϯδϟʔ ચ࿅͞Εͨۀ
৫Ͱ࣮ફ͍ͯ͠Δਓ গͳ͍ ଟ͍ ଟ͍ ͨ Β ͢ ͱ ࢥ
Θ Ε Δ Ձ झຯ μϝͳश׳ νϟϨϯδϟʔ ચ࿅͞Εͨۀ ͜ͷลΓΛૂ͖ͬͯͨ
·͋ɺ͍͍ͨͯͷ߹૬खʹ͞Εͳ͍͚Ͳ ͳΜ͔ຊʹ࣌ʑ͍͍͜ͱ͕ى͖Δ
ൃ໌ඞཁͷͰ͋Δ धཁ͕͋Δ͔Βൃ໌͕͋ΔͷͰͳ͘ɺۮવ࡞ΒΕͨ ൃ໌ͷத͔Β࣌ͷधཁʹԊͬͨͷ͕࠾༻͞ΕΔ
৫Ͱ࣮ફ͍ͯ͠Δਓ গͳ͍ ଟ͍ ଟ͍ ͨ Β ͢ ͱ ࢥ
Θ Ε Δ Ձ झຯ μϝͳश׳ νϟϨϯδϟʔ ચ࿅͞Εͨۀ ࡉ͔͍͜ͱߟ͑ͣ ʹɺ͖ͳ͜ͱΛ Ε͍͍Α
ࢥ͍ු͔ͯΒ͏ਓͰ͋Γଓ͚Δ
DNA Libido ݀ډਓͷݪཧ ϖϯϑΟʔϧυͷ ϗϜϯΫϧε
ਓؒͬͯͷ͘͢͝ ݪ࢝తͳຊೳʹࢧ͞ΕͯΔͱࢥ͏
"*ͷྗʹΑٕͬͯज़ͷ֨ࠩݮΔ ࢲͨͪͷεΩϧ͋·ΓҙຯΛ࣋ͨͳ͍ͷʹͳΔΑ͏ͳؾ͕͢Δ ϓϩάϥϛϯά͕Ͱ͖Δͱ͔ɺ֎ࠃޠΛͤΔͱ͔ Ձ͕ݮ͍ͬͯ͘ͱࢥ͏
"*৬Λୣ͏͔͠Εͳ͍͚Ͳ ࠓͷͱ͜ΖΛಠͨ͠Γ͠ͳ͍ ਓʹΔ ਓʹର͕Δ
͖ͬͱɺ͋ͷਓͱҰॹʹಇ͖͍ͨͳ͊ͬͯ ݴͬͯΒ͑Δ͜ͱͷՁ͕ߴ·Δ
ϒϦϦΞϯτδϟʔΫμϝ ࡾຊͷݘ֎
ֶͼଓ͚Δਓ ֶͼܦݧΛपΓʹ͑Δਓ
͑Δ͜ͱͷେ͞
Our Mision ULTIMATE POWERPOINT PRESENTATION ୭͔͕͋ͳͨΛݟ͍ͯͯ͘ΕΔ
ࣗͰܾΊͯࣗͰΔ
্࢘ͷࢦࣔɺ༑ୡͷ༠͍ͳͲͰͳ͘ɺ ଞͷ୭Ͱͳࣗ͘ͰܾΊΔ
ҰਓͰΔ ͨͬͨҰਓͰ࢝ΊΔ
ੈͷதʹʮ͏·͘Δํ๏ʯΛ ڭ͑ͯ͘ΕΔͷࢁͷΑ͏ʹ͋Δ ͚ͩͲɺʮΔʯ࣮ࡍʹߦಈ͢Δํ๏ͬͯͷ ୭ڭ͑ͯ͘Εͳ͍
ҰਓͰΔ ͨͬͨҰਓͰ࢝ΊΔ
l͍ͭͩͬͯ࢝ΊΔͷ͔ࣗΒͩɻ Ͱɺ͍ͭ·ͰͻͱΓͰͳ͍ɻz
ྗΛಘΔ͜ͱͰ ΤϯδχΞࣗ༝ʹͳΕΔ ͱͯૉΒ͍͠৬ۀͩΑ
104 #FGSFF
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