AI が研究する時代に、人はどう育つのか？ — GAMER PAT にみる "シリアスゲームとしての知的訓練" / In an era where AI conducts research, how will humans develop? — "Intellectual Training as a Serious Game" Seen in GAMER PAT

2025年10月16日(木)、オンラインで開催された自律分散社会フォーラム (DASF) 定例フォーラムで使用したスライドです。

Transcript

1. Icon for GAMER PAT (GAme MastER, Paper Authoring Tutor), generated by Stable Diffusion 3.5 AI — GAMER PAT “ ” AI — GAMER PAT “ ” – — 2025-10-16 – p.1/24
2. AI ⇒ AGI (Artificial General Intelligence; ) AGI AI — ( ) AI — GAMER PAT “ ” – — 2025-10-16 – p.2/24
3. GAMER PAT AI — GAMER PAT “ ” – — 2025-10-16 – p.3/24
4. Nobel Turing Challenge ( ) Kitano, H. Nobel Turing Challenge: creating the engine for scientific discovery. npj Systems Biology and Applications. 7, 29 (2021). https://doi.org/10.1038/s41540-021-00189-3 2050 AI ( ) AI ( ) ( ) AI — GAMER PAT “ ” – — 2025-10-16 – p.4/24
5. AI Yutaro Yamada, Robert Tjarko Lange, Cong Lu, Shengran Hu, Chris Lu, Jakob Foerster, Jeff Clune, and David Ha. The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search. 2025. https://doi.org/10.48550/arXiv.2504.08066 ( double-blind ) → → AI — GAMER PAT “ ” – — 2025-10-16 – p.5/24
6. ͜Ε·Ͱ ͜Ε͔Β ਓؒʹΑΔ ൃݟɾൃ໌ ਓྨͷ஌ࣝͷશൣғ ਓྨͷ஌ࣝͷશൣғ ࿦จ ࿦จ ࣗಈ ੜ੒ ࿦จ ࣗಈ ੜ੒ ࿦จ ࣗಈ ੜ੒ ࿦จ ͢Ͱʹ ಡΈ੾Εͳ͍ ֶҐɾ໊੠ͳͲͷ ΠϯηϯςΟϒ΍ ޷ح৺Ͱۦಈ શࣗಈ͕ͩ ௐ੔͞ΕΔ ·ͬͨ͘ ಡΈ੾Εͳ͍ ͕ɺਓྨશମ ͷ஌ͷ֦ுͷ ଍৔ͱͳΔ DG
   ;1% ཧ࿦ ϝλࣗવબ୒ AI — GAMER PAT “ ” – — 2025-10-16 – p.6/24
7. Interop Tokyo 2025 (6/13) (AGI) ∼ ∼ https://intelligence-symbiosis.info/ja/manifesto/ → GAMER PAT AI ⇒ ( AI ) OJT ( ) ⇒ : OJT AI — GAMER PAT “ ” – — 2025-10-16 – p.7/24
8. AI AI AI . . . NO ( AI ) OJT (On-the-Job Training) AI ( ) AI ( ) — (GAMER PAT ) AI — GAMER PAT “ ” – — 2025-10-16 – p.8/24
9. GAMER PAT AI — GAMER PAT “ ” – — 2025-10-16 – p.9/24
10. GAMER PAT : Research as a Serious Game GAme MastER, Paper Authoring Tutor . . . It’s PAT! Kenji Saito and Rei Tadika. GAMER PAT: Research as a Serious Game. 2025. https://doi.org/10.2139/ssrn.5555818 GPT : https://chatgpt.com/g/g-6857ca7d5b5c8191931357e3c5f228b7-gamer-pat-research-as-a-serious-game GitHub : https://github.com/ks91/gamer-pat AI — GAMER PAT “ ” – — 2025-10-16 – p.10/24
11. GAMER PAT ↓ (NPC : Non Player Character) ( ) NPC — ( ) ( PAT ) · : → · ( ; PAT OK) · AI AI (AI ) · NPC (Reviewer 1, Reviewer 2, Reviewer 3) 1 3 AI — GAMER PAT “ ” – — 2025-10-16 – p.11/24
12. GAMER PAT — ( ( ) ) PAT NPC NPC ( ) 3 weak accept +1 a a AI — GAMER PAT “ ” – — 2025-10-16 – p.12/24
13. ( ) GAMER PAT 4 4 : → → → AI — GAMER PAT “ ” – — 2025-10-16 – p.13/24
14. GAMER PAT ChatGPT GPT : https://chatgpt.com/g/g-6857ca7d5b5c8191931357e3c5f228b7-gamer-pat-research-as-a-serious-game Gemini ≡ Gem → + Gem ( GAMER PAT ) GitHub : https://github.com/ks91/gamer-pat ( Code ZIP ) Gem GitHub Main Instructions 4 .txt ≡ Gem GAMER PAT ( Gem ) Claude GitHub Main Instructions 4 .txt + AI — GAMER PAT “ ” – — 2025-10-16 – p.14/24
15. GPT-5 GAMER PAT 1 2 Slack AI — GAMER PAT “ ” – — 2025-10-16 – p.15/24
16. GAMER PAT GAMER PAT PAT : AI — GAMER PAT “ ” – — 2025-10-16 – p.16/24
17. — ?! ͜Ε·Ͱ ͜Ε͔Β ਓؒʹΑΔ ൃݟɾൃ໌ ਓྨͷ஌ࣝͷશൣғ ਓྨͷ஌ࣝͷશൣғ ࿦จ ࿦จ ࣗಈ ੜ੒ ࿦จ ࣗಈ ੜ੒ ࿦จ ࣗಈ ੜ੒ ࿦จ ͢Ͱʹ ಡΈ੾Εͳ͍ ֶҐɾ໊੠ͳͲͷ ΠϯηϯςΟϒ΍ ޷ح৺Ͱۦಈ શࣗಈ͕ͩ ௐ੔͞ΕΔ ·ͬͨ͘ ಡΈ੾Εͳ͍ ͕ɺਓྨશମ ͷ஌ͷ֦ுͷ ଍৔ͱͳΔ DG
    ;1% ཧ࿦ ϝλࣗવબ୒ PAT AI — GAMER PAT “ ” – — 2025-10-16 – p.17/24
18. GAMER PAT AI AI — GAMER PAT “ ” – — 2025-10-16 – p.18/24
19. I. AI AI AI (fade out) AI (fade forward) AI — GAMER PAT “ ” – — 2025-10-16 – p.19/24
20. II. AI (ZPD) AI — GAMER PAT “ ” – — 2025-10-16 – p.20/24
21. III. AI AI — GAMER PAT “ ” – — 2025-10-16 – p.21/24
22. IV. GAMER PAT AI (publish or perish) (explore and scaffold) AI — GAMER PAT “ ” – — 2025-10-16 – p.22/24
23. V. AI AI AI GAMER PAT AI — GAMER PAT “ ” – — 2025-10-16 – p.23/24
24. Explore and Scaffold AI — GAMER PAT “ ” – — 2025-10-16 – p.24/24