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Generated by Stable Diffusion 3.5 — AI 2025 5-6 (WBS) 2025 5-6 — 2025-04-28 – p.1/41

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ڭ୎ɾεΫϦʔϯ த৺ઢ νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  νʔϜ  OK 2025 5-6 — 2025-04-28 – p.2/41

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https://speakerdeck.com/ks91/collections/prompt-engineering-2025-spring 2025 5-6 — 2025-04-28 – p.3/41

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. . . name, (description,) instructions Discord ( ) ( ) : name 2025 5-6 — 2025-04-28 – p.4/41

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( ) 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 5-6 — 2025-04-28 – p.5/41

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( 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 5-6 — 2025-04-28 – p.6/41

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( ) I AI ( ) 2025 5-6 — 2025-04-28 – p.7/41

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— (open interpreter / 01 ) code interpreter file search ( ) Notebook LM PAT ( ) 2025 5-6 — 2025-04-28 – p.8/41

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2025 5-6 — 2025-04-28 – p.9/41

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2. (1) AI (2) 2024 4 24 ( ) 23:59 JST ( ) Waseda Moodle 2025 5-6 — 2025-04-28 – p.10/41

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. . . . . . 48 ( ) 40 (4/25( ) ) ( ) ⇒ 2025 5-6 — 2025-04-28 – p.11/41

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M ChatGPT ⇒ “Teleport” (AI ) 9 ⇒ (1990 ) 2025 5-6 — 2025-04-28 – p.12/41

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H [ ] [ ] ⇒ → ( ) . . . ( ) ( ) ⇒ ( ) 2025 5-6 — 2025-04-28 – p.13/41

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Y duolingo key ⇒ LLM LLM 2025 5-6 — 2025-04-28 – p.14/41

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A ChatGPT AGI : : AI : AGI ⇒ ^^; . . . — — ( ) — ( ) — ( ) 2025 5-6 — 2025-04-28 – p.15/41

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M 20 AI ⇒ ^^; 2016 AI ( ) ( : 2018 ) 2019 2022 2 “generative tools” SF (2015) SF 2025 5-6 — 2025-04-28 – p.16/41

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T AI ⇒ ( ) 1 (Live and Let (them) Think) (AI+ ) 2025 5-6 — 2025-04-28 – p.17/41

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U ⇒ 2025 5-6 — 2025-04-28 – p.18/41

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W [ AI ] AI ⇒ AGI JR JR ⇒ AGI ( ) 2025 5-6 — 2025-04-28 – p.19/41

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M AGI ⇒ 2025 5-6 — 2025-04-28 – p.20/41

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M GPTs LLM ⇒ 2025 5-6 — 2025-04-28 – p.21/41

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M GEC AI AI ⇒ (AI ) ( ) “ ” CSL https://www.itmedia.co.jp/news/articles/2501/22/news190.html 2025 5-6 — 2025-04-28 – p.22/41

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M Moodle ⇒ Zoom ( ) 2025 5-6 — 2025-04-28 – p.23/41

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I GPT X ⇒ LLM SCAMPER 2025 5-6 — 2025-04-28 – p.24/41

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H iPhone iPhone AI ⇒ ↑ 2025 5-6 — 2025-04-28 – p.25/41

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M Chatgpt LLM Chatgpt ⇒ LLM ( ) ChatGPT 2025 5-6 — 2025-04-28 – p.26/41

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— . . . ( ) 5 . . . 2025 5-6 — 2025-04-28 – p.27/41

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code interpreter 2025 5-6 — 2025-04-28 – p.28/41

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( ) ( ) ( ← ChatGPT ) (Python ) ( ) API (Application Programming Interface) ( ) 2025 5-6 — 2025-04-28 – p.29/41

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Code Interpreter GPT (Python) ҧ͍͸Ͳ͜ʹʁ : asst_8cOUcKMZHWImBFOzv38gxANR : asst_QxUkyrymu9It05FV0ZQYFwk6 2025 5-6 — 2025-04-28 – p.30/41

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4 4 10 2025 5-6 — 2025-04-28 – p.31/41

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Code Interpreter (asst_yNHA7eVJmoAMrIYa3JAd98Ey) Python 2025 5-6 — 2025-04-28 – p.32/41

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AI “vibe coding” ( ) code interpreter Cursor (https://www.cursor.com/) Devin (https://devin.ai) ( ) — 2025 5-6 — 2025-04-28 – p.33/41

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file search ( ) Notebook LM PAT 2025 5-6 — 2025-04-28 – p.34/41

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File Search GPT transformer.pdf: gpt1.pdf: GPT gpt2.pdf: GPT-2 gpt3.pdf: GPT-3 gpt4.pdf: GPT-4 how-assistants-work.pdf: OpenAI Assistant API 22:0 source 1:1 GPT (10 ) 2025 5-6 — 2025-04-28 – p.35/41

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NotebookLM PAT NotebookLM (https://notebooklm.google.com) PAT (Paper Authoring Tutor) (https://github.com/ks91/pat) — 2025 5-6 — 2025-04-28 – p.36/41

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2025 5-6 — 2025-04-28 – p.37/41

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( ) 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 5-6 — 2025-04-28 – p.38/41

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2025 5-6 — 2025-04-28 – p.39/41

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3. (1) ( ) name instructions (tutor) ( ): https://ja.wikipedia.org/wiki/ (2) 2025 5 8 ( ) 23:59 JST ( ) Waseda Moodle 2025 5-6 — 2025-04-28 – p.40/41

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( ) 2025 5-6 — 2025-04-28 – p.41/41