Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
AI・ロボティクスと自動化社会 / AI, Robotics, and the Automat...
Search
Kenji Saito
PRO
June 28, 2026
Technology
240
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
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
PRO
June 28, 2026
More Decks by Kenji Saito
See All by Kenji Saito
Fall 2026: A Guide & Workshop on Using AI for Academic Paper Writing
ks91
PRO
0
34
FinTech 5-6 : The World of Apps
ks91
PRO
0
54
終わらない幼年期とそのための下部構造・社会資本 / The Never-Ending Childhood and the Infrastructure and Social Capital Needed to Support It
ks91
PRO
0
28
FinTech 3-4 : Internet Technology and Governance
ks91
PRO
0
72
2026 秋 生成AI を活用した論文執筆ガイド/ワークショップ / Fall 2026: Guide and Workshop on Writing Papers Using Generative AI
ks91
PRO
0
140
AIとビジネス・メガトレンド 〜 サイバネティクス的経営観 / AI and Business Megatrends: A Cybernetic Perspective on Management
ks91
PRO
0
43
FinTech 1-2 : Overview of FinTech
ks91
PRO
0
160
アカデミーキャンプ 2026秋「位置ゲーに秀でよ!ウチらとヤツらのゲーム・デザイン」DAY 4 / Academy Camp 2026 Fall - Excel at Location-Based Games! Our and Their Game Design DAY 4
ks91
PRO
0
65
アカデミーキャンプ 2026秋「位置ゲーに秀でよ!ウチらとヤツらのゲーム・デザイン」DAY 3 / Academy Camp 2026 Fall - Excel at Location-Based Games! Our and Their Game Design DAY 3
ks91
PRO
0
75
Other Decks in Technology
See All in Technology
ソフトウェア ファクトリー - 再現性のあるソフトウェアの工場づくり / Software factory
iktakahiro
6
4.9k
AI導入は済んだ。次は統制を作り替える番だ_AI×開発組織 Summit 2026
techtekt
PRO
0
210
実践! SRE × AI - ABEMA における AIOps -
tetsuya28
8
3.1k
二歩目のフロントエンド・ウェブアクセシビリティ
camiha
2
570
Refining Active Record
shugo
0
150
脆弱性診断って、何をしているの? 〜弱点を見つけて、会社の改善につなげるまで〜
keeg
0
920
オントロジーって 結局なにもの? AI エージェントに「意味」を渡す知識設計の話
greenmidori
0
190
SAENM ~Jupyterで残すPoCの試行錯誤、未来の自分と仲間を助ける記録!~
terapyon
0
110
TinyGoでオブザーバビリティ?OpenTelemetryはTinyGoで使えるのか / Is OpenTelemetry available in TinyGo environment?
ymotongpoo
2
140
JAWS-UGグッズ職人仕事の流儀
kentapapa
0
100
無理せず続ける、子育てエンジニアの学び
codmoninc
PRO
0
860
Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces
pfn
PRO
0
130
Featured
See All Featured
Max Prin - Stacking Signals: How International SEO Comes Together (And Falls Apart)
techseoconnect
PRO
0
490
Side Projects
sachag
456
43k
The Impact of AI in SEO - AI Overviews June 2024 Edition
aleyda
6
1.2k
The Mindset for Success: Future Career Progression
greggifford
PRO
0
540
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
sstephenson
162
16k
Efficient Content Optimization with Google Search Console & Apps Script
katarinadahlin
PRO
1
930
brightonSEO & MeasureFest 2025 - Winning Strategies for Black Friday CRO & PPC - Christian Goodrich
cargoodrich
3
870
How to Ace a Technical Interview
jacobian
280
24k
Heart Work Chapter 1 - Part 1
lfama
PRO
10
37k
Navigating the moral maze — ethical principles for Al-driven product design
skipperchong
2
630
Sam Torres - BigQuery for SEOs
techseoconnect
PRO
0
580
エンジニアに許された特別な時間の終わり
watany
109
250k
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