試作とデモンストレーション / Prototyping and Demonstrations

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」2024 春の第7-8回で使用したスライドです。

Transcript

1. Generative, Volatile, Uncertain, Complex and Ambiguous — generated by Stable Diffusion XL v1.0 — AI 2024 7-8 (WBS) 2024 7-8 — 2024-05-13 – p.1/50
2. https://speakerdeck.com/ks91/collections/prompt-engineering-2024-spring 2024 7-8 — 2024-05-13 – p.2/50
3. ( ) 1 4 15 LLM • 2 4 15 • 3 4 22 I • 4 4 22 • 5 4 29 • 6 4 29 • 7 5 13 • 8 5 13 • 9 5 20 II 10 5 20 (1) 11 5 27 (2) 12 5 27 (3) 13 6 3 & 14 6 3 & W-IOI / ( ) 2024 7-8 — 2024-05-13 – p.3/50
4. ( 20 ) 1 • 2 • 3 Discord & • 4 • 5 • 6 RPG • 7 “September 12th” • 8 • 9 • 10 ∼ 11 Linux (Windows )(Mac ) 12 Open Interpreter ∼ 13 14 AGI (Artificial General Intelligence) 7 (5/6 ) / (2 ) OK / 2024 7-8 — 2024-05-13 – p.4/50
5. ( ) ( ) code interpreter open interpreter file search ( ) 2024 7-8 — 2024-05-13 – p.5/50
6. ( ) ( ) ( ) 2024 7-8 — 2024-05-13 – p.6/50
7. 2024 7-8 — 2024-05-13 – p.7/50
8. 3. (1) name, description, instructions (tutor) ( ): https://ja.wikipedia.org/wiki/ /update /delete (2) 2024 5 9 ( ) 23:59 JST ( ) Waseda Moodle 2024 7-8 — 2024-05-13 – p.8/50
9. . . . . . . 57(+2) 49(+1) (5/11( ) ) ( ) . . . 14 / ( ) . . . 35 : (TA) . . . 9 / . . . 1 Description . . . 2024 7-8 — 2024-05-13 – p.9/50
10. . . . . . . ⇒ A . . . . . . 2024 7-8 — 2024-05-13 – p.10/50
11. ( ) MBA MBA · MBA ↑ MBA 2024 7-8 — 2024-05-13 – p.11/50
12. LLM ( ) Please pay attention (↑ ) 2024 7-8 — 2024-05-13 – p.12/50
13. ⇒ 2024 7-8 — 2024-05-13 – p.13/50
14. ( ) ↓ TA (GPT ) Bitcoin 2024 7-8 — 2024-05-13 – p.14/50
15. I ⇒ ← AI 2024 7-8 — 2024-05-13 – p.15/50
16. U Discord ⇒ Instructions = ChatGPT Plus API https://platform.openai.com/ API 2024 7-8 — 2024-05-13 – p.16/50
17. GPT https://platform.openai.com/ GPT 2024 7-8 — 2024-05-13 – p.17/50
18. S code interpreter ⇒ 22:0 source 2024 7-8 — 2024-05-13 – p.18/50
19. K CHATGPT GPT ⇒ GPT GPT gpt-discord-bot ChatGPT GPTs GPTs GPT GPT GPTs ( ) gpt-discord-bot GPTs · (1) · (2) (GPTs ) 2024 7-8 — 2024-05-13 – p.19/50
20. AI . . . AI https://www.nikkei.com/article/DGXZQOUC24AUB0U4A420C2000000/ AI ← AI . . . AI . . . . . . . . . . . . . . . AI . . . AI 2024 7-8 — 2024-05-13 – p.20/50
21. I Code Interpreter GPT Code Interpreter discord Code Interpreter ⇒ OpenAI Code Interpreter ( ) 2024 7-8 — 2024-05-13 – p.21/50
22. T Code Interpreter ⇒ ( I ) (Please pay attention) : asst_yNHA7eVJmoAMrIYa3JAd98Ey Name: Description: Instructions: Tools: [{'type': 'code_interpreter'}] Files: [] ID Discord /chat 2024 7-8 — 2024-05-13 – p.22/50
23. W DeepL ⇒ “Attention Is All You Need” GPT gpt-discord-bot API 2024 7-8 — 2024-05-13 – p.23/50
24. M instructions / ⇒ ( ) OpenAI instructions · instructions 2024 7-8 — 2024-05-13 – p.24/50
25. S ⇒ A (pile) A ( ) B ( ) A ( ) A X X 2024 7-8 — 2024-05-13 – p.25/50
26. S Code Interpreter Code Interpreter ⇒ Code Interpreter ( ) Python . . . 2024 7-8 — 2024-05-13 – p.26/50
27. S ⇒ expire GPT OpenAI LLM ( ) OpenAI · GPT OpenAI GPT (PDF ) OpenAI 1 PDF ( GB ) 2024 7-8 — 2024-05-13 – p.27/50
28. GPT ( ) https://platform.openai.com/ GPT 2024 7-8 — 2024-05-13 – p.28/50
29. H XXX ⇒ instructions 2024 7-8 — 2024-05-13 – p.29/50
30. Instructions 23 instructions hohoho attack 2024 7-8 — 2024-05-13 – p.30/50
31. Instructions (1/2) 23 # * * * * * # * * * # * * * * 2024 7-8 — 2024-05-13 – p.31/50
32. Instructions (2/2) # * instructions * instructions * instructions instructions ( ) ( ) 2024 7-8 — 2024-05-13 – p.32/50
33. I Open Interpreter OpenAI API Open Interpreter OpenAI API ⇒ ChatGPT Plus API API Key (ChatGPT Plus ) Open Interpreter 2024 7-8 — 2024-05-13 – p.33/50
34. I Name: CreativeQuestionCreater Description: Instructions: (1) (2) (3) ⇒ 2024 7-8 — 2024-05-13 – p.34/50
35. H name PyDataTutor description Python instructions (1) " Python " (2) " " (3) " Python " (4) " " : Python ⇒ 2024 7-8 — 2024-05-13 – p.35/50
36. I AI & ChatGPT ( ) AI ⇒ 2024 7-8 — 2024-05-13 – p.36/50
37. instructions 2024 7-8 — 2024-05-13 – p.37/50
38. Discord # ( # ) : RPG : ( ) TRPG : instructions a . . . a Discord 2024 7-8 — 2024-05-13 – p.38/50
39. % [ ] % % % % % # % # % % % (1) (2) % * # % % 2024 7-8 — 2024-05-13 – p.39/50
40. OpenAI gpt-discord-bot Discord OpenAI OpenAI Discord (cache) OpenAI Discord OpenAI OpenAI OpenAI 2024 7-8 — 2024-05-13 – p.40/50
41. ( ) ( ) ( ) 2024 7-8 — 2024-05-13 – p.41/50
42. ( ) ⇒ AI cf. 8 ( ) 7 OK 2024 7-8 — 2024-05-13 – p.42/50
43. ( ) 2024 7-8 — 2024-05-13 – p.43/50
44. ( ) 2024 7-8 — 2024-05-13 – p.44/50
45. ( ) 2024 7-8 — 2024-05-13 – p.45/50
46. ( ) 2024 7-8 — 2024-05-13 – p.46/50
47. 2024 7-8 — 2024-05-13 – p.47/50
48. 2024 7-8 — 2024-05-13 – p.48/50
49. 4. (1) (2) (rules) (roles; ) (tools) AI (3) 2024 5 16 ( ) 23:59 JST ( ) Waseda Moodle 2024 7-8 — 2024-05-13 – p.49/50
50. 2024 7-8 — 2024-05-13 – p.50/50