ロール・ツール群の開発 / Development of Roles and Tools

早稲田大学大学院経営管理研究科「プロンプトエンジニアリング ─ 生成AI の応用」2025 春の第11-12回で使用したスライドです。

Transcript

1. Generated by Stable Diffusion 3.5 — AI 2025 11-12 (WBS) 2025 11-12 — 2025-05-26 – p.1/36
2. ڭ୎ɾεΫϦʔϯ த৺ઢ νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  OK 2025 11-12 — 2025-05-26 – p.2/36
3. https://speakerdeck.com/ks91/collections/prompt-engineering-2025-spring 2025 11-12 — 2025-05-26 – p.3/36
4. (← ) 1 4 14 LLM ( ) • 2 4 14 ( ) • 3 4 21 I ( ) • 4 4 21 ( ) • 5 4 28 • 6 4 28 • 7 5 12 • 8 5 12 • 9 5 19 II • 10 5 19 (1) • 11 5 26 (2) • 12 5 26 (3) • 13 6 2 & ( ) 14 6 2 & ( ) W-IOI 2025 11-12 — 2025-05-26 – p.4/36
5. ( 20 ) 1 • 2 • 3 • 4 • 5 • 6 RPG • 7 “September 12th” • 8 • 9 • 10 ∼ • 11 Linux (Windows )(Mac ) • 12 Open Interpreter ∼ • 13 01 ∼ • 14 AGI (Artificial General Intelligence) • 7 (4/28 ) / (2 ) OK / 2025 11-12 — 2025-05-26 – p.5/36
6. ( ) Q & A AI 1 AI 2025 11-12 — 2025-05-26 – p.6/36
7. 2 & 3 AI & ( ) 2025 11-12 — 2025-05-26 – p.7/36
8. 2025 11-12 — 2025-05-26 – p.8/36
9. 5. (1) (2) (rules) (roles) (tools) ( ) AI (3) 2025 5 22 ( ) 23:59 JST ( ) Waseda Moodle 2025 11-12 — 2025-05-26 – p.9/36
10. . . . . . . 48 37 (5/23( ) ) ( ) AI a& a 2025 11-12 — 2025-05-26 – p.10/36
11. O AI AI ⇒ . . . AI ( ) 2025 11-12 — 2025-05-26 – p.11/36
12. M AI AI chatgpt gemini AI ⇒ ( ) PAT ( ) ChatGPT Deep Research (Google Scholar ) NotebookLM DeepL, The Interpreter ( ) ChatGPT ( ) Google Perplexity ( ) ( o3 . . .) 2025 11-12 — 2025-05-26 – p.12/36
13. H ⇒ “ ” — NHK . . . 2025 11-12 — 2025-05-26 – p.13/36
14. 2 & 3 AI 2025 11-12 — 2025-05-26 – p.14/36
15. AI GPTs playground / gpt-discord-bot GPTs playground ( ) ( ) playground code interpreter (DALL-E ) ( ) GPTs 2025 11-12 — 2025-05-26 – p.15/36
16. (10 ) ↓ ( ) AI ( ) AI ( ) AI ← 2025 11-12 — 2025-05-26 – p.16/36
17. ίϯηϓτΛ࿅Δɾ "* ͱ ૬ஊ͢Δ ૬ஊ͢Δɾߟ͑Δ ର࿩͢Δ ͪΐͬͱ ҧ͏Μͩͳʔ Α͠ࢼͯ͠ΈΑ͏ ࢥͬͯͨͷͱ ҧ͏ Α͠ ࡞ͬͯ ΈΑ͏ ߟ͑௚͢ ࢦࣔ΍ ࢿྉΛ ೖྗ͢Δ ΞγελϯτΛ࡞Γ ߋ৽͢Δ ΞγελϯτΛ ࢼ͢ 2025 11-12 — 2025-05-26 – p.17/36
18. (1) ⇒ SF 2049 K . . . realtime ( realtime ) 2025 11-12 — 2025-05-26 – p.18/36
19. (2) ⇒ AI (asst_bqGY43zXhTkZBtZzsIR4pHfV) one shot (Q1.) AI 2025 11-12 — 2025-05-26 – p.19/36
20. (asst bqGY43zXhTkZBtZzsIR4pHfV) (1/2) Name: Description: Instructions: # # Q1. 1 1 3 A. 1 B. C. 1 D. E. 2 2025 11-12 — 2025-05-26 – p.20/36
21. (asst bqGY43zXhTkZBtZzsIR4pHfV) (2/2) # (1) (2) (3) (4) (5) (6) (7) (8) 2 Tools: [] ToolResources: {'code_interpreter': None, 'file_search': None} 1 2025 11-12 — 2025-05-26 – p.21/36
22. (3) WBS 7 ⇒ TNG (24 ∼) ( ) AGI AI AI (asst_pPDUAImlTtEB9gtdZ30ITuuB) 2025 11-12 — 2025-05-26 – p.22/36
23. (asst pPDUAImlTtEB9gtdZ30ITuuB) (1/2) Name: Description: Instructions: AI # * - Mind-and-Society.pdf: "Mind and Society" (1930) - Thinking-and-Speech.pdf: "Thinking and Speech" (1934) * # 1. 2. "file search" 3. 2025 11-12 — 2025-05-26 – p.23/36
24. (asst pPDUAImlTtEB9gtdZ30ITuuB) (2/2) 4. 5. 6. # * * Tools: [{'type': 'file_search'}] ToolResources: {'code_interpreter': None, 'file_search': {'vector_store_ids': ['vs_m6lAGdZrcsPp8GUwbO6MHmM9']}} AI WBS 7 WBS ( ) 2025 11-12 — 2025-05-26 – p.24/36
25. (4) & ⇒ AI ADR (asst_l0fKFqUwerHUaXukrytFpKV8) ADR (Active Debris Removal) ADR instructions 2025 11-12 — 2025-05-26 – p.25/36
26. ADR (asst l0fKFqUwerHUaXukrytFpKV8) (1/2) Name: ADR Description: ADR Instructions: - 1. - 1 1 - 1. 2. 3. 4. 5. 6. - - NPC NPC 2. - USD AD ADR - ADR 2025 11-12 — 2025-05-26 – p.26/36
27. ADR (asst l0fKFqUwerHUaXukrytFpKV8) (2/2) - USD 200,000,000 - USD 640,000,000 USD 3. - 40,000,000 USD / 2% 800,000 USD/ - 320,000,000 USD / 2% 6,400,000 USD/ 4. - 1 1 8,000,000 USD - 1 1 1 5. - 1 80,000,000 AD 25% 6. - ** 10 ** - - [ ] 2025 11-12 — 2025-05-26 – p.27/36
28. ⇒ 2025 11-12 — 2025-05-26 – p.28/36
29. & ( ) 2025 11-12 — 2025-05-26 – p.29/36
30. (A0 ) PDF ( ) ( ) ( ) ( ) · ( ) · ( ( ) ) . . . . . . 2025 11-12 — 2025-05-26 – p.30/36
31. VR . . . ( ) ( ) ( ) 1. ( ) ( ) 2. 3. ( ) ( OK) · AI ( ) · ( ) 4. ( ) 2025 11-12 — 2025-05-26 – p.31/36
32. AI 5 ( ) (A0 ) 1 . . . PDF 1 ( ) . . . NotebookLM OK 2025 11-12 — 2025-05-26 – p.32/36
33. & AI 2025 11-12 — 2025-05-26 – p.33/36
34. 2025 11-12 — 2025-05-26 – p.34/36
35. 6. AI Assistants (1) AI (2) (3) Dropbox ( ) PDF ; ; ( ) AI name ID (asst_ ) ( ) < >-{ | }.< > : 11- .pdf 11- .wav ( ) 2025 6 2 ( ) 19:10 JST ( ) Waseda Moodle Dropbox 2025 11-12 — 2025-05-26 – p.35/36
36. & Discord AI ( ) 2025 11-12 — 2025-05-26 – p.36/36