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AI・ロボティクスと自動化社会 / AI, Robotics, and the Automat...
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Kenji Saito
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June 28, 2026
Technology
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AI・ロボティクスと自動化社会 / AI, Robotics, and the Automated Society
早稲田大学商学部「サイバーフィジカル社会と金融の未来」2026 春の第11回で使用したスライドです。
Kenji Saito
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June 28, 2026
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Transcript
Generated by Stable Image Ultra 2026 11 AI 2026 11
AI — 2026-06-30 – p.1/41
https://speakerdeck.com/ks91/collections/cyber-physical-society-and-future-of-finance ( ) 2026 11 AI — 2026-06-30 – p.2/41
( ) 1 4 14 • 2 4 21 •
3 4 28 ( ) • 4 5 12 ( ) • 5 5 19 AI • 6 5 26 AI ( ) • 7 6 2 AI • 8 6 9 ( ) • 9 6 16 ( ) • 10 6 23 • 11 6 30 AI • 12 7 7 13 7 14 ( )←NEW! 14 7 21 1 3 ∼ ( ) 7/14 / Discord ( JOIN) 2026 11 AI — 2026-06-30 – p.3/41
( ) Ethereum ( ) RegTech ( ) SupTech (
) AI (1) (2) 2026 11 AI — 2026-06-30 – p.4/41
AI 2026 11 AI — 2026-06-30 – p.5/41
: 2026 ∼ 2 https://academy-camp.org/2026/06/05/acamp2026s-cfp/ 8 9,10,11 (2 3 )
AI AI ( ) 2026 11 AI — 2026-06-30 – p.6/41
2026 11 AI — 2026-06-30 – p.7/41
5. (0) (9 ) AI (1) AI stop hiring humans
AI (1 ) ( ) (a) (b) (c) (2) AI ( ) (3) ( ) : 2026 6 26 ( ) 23:59 JST ( ) : Waseda Moodle 2026 11 AI — 2026-06-30 – p.8/41
1 ( ) ͍ ߦଟ͍ ݁ہͲ͏͍͏ͷͳͷ͔ɺ Ͳ͏࡞Δͷ͔Α͔͘Βͳ͍ Օॻ͖Ͱฒྻʹ͘͘ΒΕͯ ͍Δ͕ɺ͜ΕڌͰͳ͍ ઃʹͦ͏ॻ͍ͯ͋Δͷ͔ͩΒ
܁Γฦ͢ඞཁͳ͠ ݟग़͠ ෆཁ ʮ՟ฎɾফඅࣾձͷґଘΛલఏͱ͠ͳ͍ʯ ͱ͍͏݅Λຬͨ͞ͳ͍ Օॻ͖ Ͱͳ͘ ཧͰ ܨ͛Α͏ 9 (AI ) ( ) & ( ) 2026 11 AI — 2026-06-30 – p.9/41
2 ( ) ͞ྑ͍ ͋Γ͕ͪ ग़ൃʹա͗ͳ͍ Ͳ͏ͬͯʁ ಛʹະఆٛͰਐΊΔͳΒʮ՟ฎɾফඅࣾձͷ ґଘΛલఏͱ͠ͳ͍ʯͱ͍͏݅Λຬͨ͞ͳ͍ ͢ͰʹतۀͰʮϝσΟΞ͕ϝοηʔδͩʯΛհ͓ͯ͠Γɺ
ٕज़ࣗମ͕ϝοηʔδੑΛଳͼ͍ͯΔΛ͍ͯͯ͠ɺͦΕͱ ໃ६͢Δᴷᴷໃ६͢ΔҙݟΛ࣋ͭ͜ͱࣗମߏΘͳ͍ͱͯ͠ɺ ϝσΟΞͷݟͱઓ͑Δ͚ͩͷڌ͕ඞཁʹͳΔ AI AI ( ) ∼ 400 ( ) 2026 11 AI — 2026-06-30 – p.10/41
( ) Discord discord-agent-hub AI ( ) ( ) (
) (gpt-5-nano ) · ( ) (gpt-5.4-nano ) ( ) (gpt-5.4-nano ) (1) Discord # (2) /chat ( ) (3) (4) ENTER/RETURN 1 / · 2026 11 AI — 2026-06-30 – p.11/41
. . . . . . 88 73 ( )(6/28(
) ) ( ) . . . 21 . . . 10 ( — ) . . . 8 . . . 8 . . . 6 . . . 3 . . . 1 ( ) ( ) ( ) 2026 11 AI — 2026-06-30 – p.12/41
A AI AI AI ⇒ 2026 11 AI — 2026-06-30
– p.13/41
K AI AI AI ⇒ AI Python (← ) Python
Stop hiring humans! 2026 11 AI — 2026-06-30 – p.14/41
S AI ⇒ 2026 11 AI — 2026-06-30 – p.15/41
S ⇒ . . . ( AI ) ( )
400 · 1 . . . 2026 11 AI — 2026-06-30 – p.16/41
Y AI [ ] ⇒ ( ) ( ) 2026
11 AI — 2026-06-30 – p.17/41
A AI - ⇒ 2026 11 AI — 2026-06-30 –
p.18/41
N ( ) 1 AI ⇒ 2026 11 AI —
2026-06-30 – p.19/41
K AI AI AI ⇒ 2026 11 AI — 2026-06-30
– p.20/41
M ⇒ ( ) ( ) 2026 11 AI —
2026-06-30 – p.21/41
N ⇒ 2026 11 AI — 2026-06-30 – p.22/41
I — ⇒ 2026 11 AI — 2026-06-30 – p.23/41
H ⇒ cf. , — , 2026 1 2026 11
AI — 2026-06-30 – p.24/41
(Qwen 3.6 27B ) AI AI ⇒ 2026 11 AI
— 2026-06-30 – p.25/41
(gpt-5.4-nano ) AI — — ( ) 2026 11 AI
— 2026-06-30 – p.26/41
(GAMER PAT on gpt-5.5 ) ⇒ . . . 2026
11 AI — 2026-06-30 – p.27/41
(Claude Opus 4.8 ) AI ( ) — — ⇒
2026 11 AI — 2026-06-30 – p.28/41
2026 11 AI — 2026-06-30 – p.29/41
1 Green Beans ( ) ( Ocado ) https://www.tiktok.com/@greenbeansaeon/video/7597754910662233360 Amazon
Robotics https://youtu.be/8nKPC-WmLjU?si=1pvwxNkNIRXD-zfD + = 2026 11 AI — 2026-06-30 – p.30/41
( ) ( ) 2026 11 AI — 2026-06-30 –
p.31/41
Tesla (Optimus), Boston Dynamics (Atlas) https://youtu.be/HYwekersccY?si=q7YfyT3wGeZ452NJ Unitree Robotics (G1, H1),
UBTECH Robotics (Walker S2) https://youtu.be/Nkh6RUocD8c?si=al88PUxOW3cxUI-V (RHP Kaleido) https://youtu.be/iJffdB9EWPU?si=UzafVOc6aC9kPg53 2026 11 AI — 2026-06-30 – p.32/41
/ . . . → . . . → (
) 2026 11 AI — 2026-06-30 – p.33/41
AI → + → + → + AI → +
2026 11 AI — 2026-06-30 – p.34/41
A X — A ( ) M. A /X MIT
2013 LEGO X A A X A X X X (2013 ) ⇒ 10 A Codex Claude Code 2026 11 AI — 2026-06-30 – p.35/41
A X A A A A ↓ × ↑ X
X X 2026 11 AI — 2026-06-30 – p.36/41
Nobel Turing Challenge https://www.nobelturingchallenge.org 2050 AI 2050 . . .
(cf. self-driving lab) ( ) X A AGI X X X A 2026 11 AI — 2026-06-30 – p.37/41
͜Ε·Ͱ ͜Ε͔Β ਓؒʹΑΔ ൃݟɾൃ໌ ਓྨͷࣝͷશൣғ ਓྨͷࣝͷશൣғ จ จ ࣗಈ ੜ
จ ࣗಈ ੜ จ ࣗಈ ੜ จ ͢Ͱʹ ಡΈΕͳ͍ ֶҐɾ໊ͳͲͷ ΠϯηϯςΟϒ ح৺Ͱۦಈ શࣗಈ͕ͩ ௐ͞ΕΔ ·ͬͨ͘ ಡΈΕͳ͍ ͕ɺਓྨશମ ͷͷ֦ுͷ ͱͳΔ DG;1% ཧ ϝλࣗવબ 2026 11 AI — 2026-06-30 – p.38/41
Stop Hiring Humans AI AI ( ) Stop Hiring Humans
(?) 2026 11 AI — 2026-06-30 – p.39/41
( . . . )( ) ະདྷͷܦࡁࣾձ աظͷܦࡁࣾձ ࣌ؒ ݱঢ়ͷܦࡁࣾձ
՟ฎγεςϜ ͷϋοΫ ҉߸ࢿ࢈ͷࢢՁ֨ʹ ґଘ͢ΔΈ ؆୯ʹͭͿͤΔͥ "* ʹΑͬͯॻ͖͑ΒΕͳ͍ ਅਖ਼ͳهΛԼࢧ͑ ҉߸ࢿ࢈ͷࢢՁ֨ʹґଘ͠ͳ͍ ҉߸ࢿ࢈ແؔͳ ٛͷݕӾهج൫ ՟ฎͷ ΠϯηϯςΟϒͰ ۦಈ "* ΤʔδΣϯτ ϩϘςΟΫε γϯɾ%"0 "* ͕ਓؒͷ࿑ಇྗΛར༻͢Δ ϝλɾωΠνϟʔ ਓؒͷ࿑ಇྗ ՟ฎͷ ΠϯηϯςΟϒͰ ۦಈ ࿑ಇͰͳ͍Կ͔ ϒϩοΫνΣʔϯ ҉߸ࢿ࢈ͱ͔ ·͋ͦ͏͍ͬͨͷ ҉߸ࢿ࢈·͋ؔͳͯ͘ 0, ࣮ࡍʹࣾձͷʹཱͭϑΟϯςοΫ 2026 11 AI — 2026-06-30 – p.40/41
2026 11 AI — 2026-06-30 – p.41/41