2026年度 生成AI を活用した論文執筆ガイド／ワークショップ / 2026 Academic Year Guide to Writing Papers Using Generative AI - Workshop

2026年4月26日(日)、オンラインで開催された早稲田大学大学院経営管理研究科(早稲田大学ビジネススクール) DX 委員会主催のワークショップ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 2026 AI (WBS) DX ( : ) 2026 AI — 2026-04-26 – p.1/47
2. https://speakerdeck.com/ks91 2026 AI — 2026-04-26 – p.2/47
3. AI AI AI AI AI AI AI ( GAMER PAT (GPT) ) 2026 AI — 2026-04-26 – p.3/47
4. (1) (2) AI ( ) (3) 2026 3 (4) GAMER PAT CLI (Claude Code) (5) Q & A (6) AI 2026 AI — 2026-04-26 – p.4/47
5. (1) (Ph.D.) http://matt.might.net/articles/phd-school-in-pictures/ Ph.D. : Philosophiae Doctor ( ) / Doctor of Philosophy ( ) 2026 AI — 2026-04-26 – p.5/47
6. (1/15) The illustrated guide to a Ph.D. Matt Might matt.might.net ֆͰΘ͔Δത࢜߸ͷಓ
   
   ϚοτɾϚΠτ 2026 AI — 2026-04-26 – p.6/47
7. (2/15) ਓྨͷ஌ࣝͷશൣғΛද͢ ԁΛߟ͍͑ͯͩ͘͞ 2026 AI — 2026-04-26 – p.7/47
8. (3/15) খֶߍΛଔۀ͢Δ͜Ζɺ ͦͷগ͠͸ ஌͍ͬͯΔͰ͠ΐ͏ 2026 AI — 2026-04-26 – p.8/47
9. (4/15) ߴߍΛଔۀ͢Δ͜Ζʹ͸ɺ ΋͏গ͠͸ ஌͍ͬͯΔͰ͠ΐ͏ 2026 AI — 2026-04-26 – p.9/47
10. (5/15) େֶΛଔۀ͢Δ͜Ζʹ͸ɺ ઐ໳ੑΛ ਎ʹ͚͍ͭͯ·͢ 2026 AI — 2026-04-26 – p.10/47
11. (6/15) େֶӃͰम࢜߸ΛऔΔ͜ͱ͸ɺ ͦͷઐ໳ੑΛ ਂΊ·͢ 2026 AI — 2026-04-26 – p.11/47
12. (7/15) ݚڀ࿦จΛಡΉ͜ͱͰɺ ͦͷ࣌ͷਓྨͷ஌ͷ ݶքʹ౸ୡ͠·͢ 2026 AI — 2026-04-26 – p.12/47
13. (8/15) ஌ͷݶքʹ౸ୡͨ͠ͳΒɺ ͦ͜Ͱूத͠·͢ 2026 AI — 2026-04-26 – p.13/47
14. (9/15) ஌ͷݶք఺Λɺ਺೥ʹΘͨͬͯ ԡ͠ଓ͚·͢ 2026 AI — 2026-04-26 – p.14/47
15. (10/15) ͋Δ೔ɺݶքΛಥഁͰ͖·͢ 2026 AI — 2026-04-26 – p.15/47
16. (11/15) Ph.D. ͦͷͱ͖޲͜͏ଆʹϙίοͱ ग़ͨͱ͜Ζ͕ɺത࢜߸ͳͷͰ͢ 2026 AI — 2026-04-26 – p.16/47
17. (12/15) ΋ͪΖΜɺࠓ΍͋ͳͨʹ͸ ੈք͕ҧͬͯݟ͍͑ͯΔͰ͠ΐ͏ 2026 AI — 2026-04-26 – p.17/47
18. (13/15) Ph.D. ͔ͩΒͦ͜େ͖ͳֆΛ๨Εͣʹ 2026 AI — 2026-04-26 – p.18/47
19. (14/15) Keep pushing. ԡ͠ଓ͚Ζɻ 2026 AI — 2026-04-26 – p.19/47
20. (15/15) More at http://blog.might.net/ 2026 AI — 2026-04-26 – p.20/47
21. ( ) 2026 AI — 2026-04-26 – p.21/47
22. — ਓؒʹΑΔ ൃݟɾൃ໌ ਓྨͷ஌ࣝͷશൣғ ࿦จ ࿦จ ͢Ͱʹ ಡΈ੾Εͳ͍ ֶҐɾ໊੠ͳͲͷ ΠϯηϯςΟϒ΍ ޷ح৺Ͱۦಈ ɹɹɹɹˢ ͳͷͰɺ୭͕ॻ͍͔ͨɺ ୭͕ૣ͔͔ͬͨɺΞΠ σΞΛ౪ΜͰ͍ͳ͍͔ɺ Έ͍ͨͳ͜ͱ͕ॏཁ ( ) ( ) 2026 AI — 2026-04-26 – p.22/47
23. — ਓྨͷ஌ࣝͷશൣғ ࣗಈ ੜ੒ ࿦จ ࣗಈ ੜ੒ ࿦จ ࣗಈ ੜ੒ ࿦จ શࣗಈ͕ͩ ௐ੔͞ΕΔ ·ͬͨ͘ ಡΈ੾Εͳ͍ ͕ɺਓྨશମ ͷ஌ͷ֦ுͷ ଍৔ͱͳΔ DG
    ;1% ཧ࿦ ࣗಈγεςϜʹΑΔ ൃݟɾൃ໌ cf. Nobel Turing Challenge → GAMER PAT 2026 AI — 2026-04-26 – p.23/47
24. (1) (2) (3) (4) (5) (6) (1) (7) (1) (8) (9) (10) GAMER PAT 2026 AI — 2026-04-26 – p.24/47
25. — < ΞΧΩϟϯ஫ > αΠςʔγϣϯ  Ҿ༻ ( = ) ( ) 2026 AI — 2026-04-26 – p.25/47
26. (2) AI ( ) 2023 : : AI 2026 AI — 2026-04-26 – p.26/47
27. (3) 2026 3 ( ) Kenji Saito, Rei Tajika, Satoru Shibuya, Hiroshi Kanno, “Generative AI Use in Professional Graduate Thesis Writing: Adoption, Perceived Outcomes, and the Role of a Research-Specialized Agent,” April 3, 2026. Available at arXiv: https://arxiv.org/abs/2604.02792 GAMER PAT CLI 2026 AI — 2026-04-26 – p.27/47
28. MBA 83 ( 230 36.1%) AI AI 95.2% 77.1% AI (82.3%) (73.4%) (70.9%) 7 6.27 (75.9%) GAMER PAT AI ( p < 0.05 ) AI GAMER PAT 2026 AI — 2026-04-26 – p.28/47
29. AI 0.0% 0.0% 0.0% 1.3% 20.3% 29.1% 49.4% 0% 20% 40% 60% 1 2 3 4 5 6 7 Perceived quality improvement (1-7) Respondents (%) — 2026 AI — 2026-04-26 – p.29/47
30. (4) GAMER PAT CLI (Claude Code) GAMER PAT GAMER PAT : GAme MastER, Paper Authoring Tutor ( ) ( ) : “GAMER PAT: Research as a Serious Game” → → ( ) GAMER PAT 2026 AI — 2026-04-26 – p.30/47
31. GAMER PAT CLI ChatGPT Claude Gemini CLI CLI : Command Line Interface ( ) Windows (WSL) : https://speakerdeck.com/ks91/running-coding-agent-windows-wsl-edition / macOS (Lima) : https://speakerdeck.com/ks91/running-coding-agent-macos-lima-edition / macOS ( ) : https://speakerdeck.com/ks91/running-coding-agent-macos-native-edition / Web ChatGPT Claude Gemini 1 2026 AI — 2026-04-26 – p.31/47
32. GAMER PAT Web ( CLI ) 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 + 2026 AI — 2026-04-26 – p.32/47
33. GAMER PAT ↓ (NPC : Non Player Character) ( ) NPC — ( ) ( PAT ) · : → · ( ; PAT OK) · AI AI (AI ) · NPC (Reviewer 1, Reviewer 2, Reviewer 3) 1 3 2026 AI — 2026-04-26 – p.33/47
34. GAMER PAT — ( ( ) ) PAT NPC NPC ( ) 3 weak accept +1 a a 2026 AI — 2026-04-26 – p.34/47
35. (5) Q & A 2026 AI — 2026-04-26 – p.35/47
36. A AI AI ⇒ ( ) ( ) AI AI 2026 AI — 2026-04-26 – p.36/47
37. K AI AI AI AI AI AI ⇒ AI AI AI ( ) AI AI 2026 AI — 2026-04-26 – p.37/47
38. T AI ⇒ AI for Science 2026 AI — 2026-04-26 – p.38/47
39. T AI ⇒ ?! AI ⇒ . . . Claude Code 2026 AI — 2026-04-26 – p.39/47
40. H AI ⇒ 2026 AI — 2026-04-26 – p.40/47
41. M AI ⇒ AI (A B , ) 2026 AI — 2026-04-26 – p.41/47
42. Y 4 AI AI AI AI ⇒ AI ( ) AI 2026 AI — 2026-04-26 – p.42/47
43. K AI web ⇒ AI DOI URL web 2026 AI — 2026-04-26 – p.43/47
44. K ⇒ 2026 AI — 2026-04-26 – p.44/47
45. O ⇒ (AI ) (?) ( ) 2026 AI — 2026-04-26 – p.45/47
46. N AI AI ⇒ AI AI 2026 AI — 2026-04-26 – p.46/47
47. (6) AI 2026 AI — 2026-04-26 – p.47/47