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Generated by Stable Diffusion 3.5 — AI 2025 13-14 & ( ) (WBS) 2025 13-14 & ( ) — 2025-06-02 – p.1/24

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https://speakerdeck.com/ks91/collections/prompt-engineering-2025-spring 2025 13-14 & ( ) — 2025-06-02 – p.2/24

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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 13-14 & ( ) — 2025-06-02 – p.3/24

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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 13-14 & ( ) — 2025-06-02 – p.4/24

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( ) 2 & 3 AI & ( ) 2025 13-14 & ( ) — 2025-06-02 – p.5/24

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: ∼ 2025 6 10 ( ) 23:59 JST 2025 13-14 & ( ) — 2025-06-02 – p.6/24

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2025 13-14 & ( ) — 2025-06-02 – p.7/24

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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 13-14 & ( ) — 2025-06-02 – p.8/24

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. . . . . . ( ) 48 46 (6/6( ) ) ( ) ( ) · ( ) ( ) 2025 13-14 & ( ) — 2025-06-02 – p.9/24

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— AI ( ) . . . (?) AI AI . . . . . . 2025 13-14 & ( ) — 2025-06-02 – p.10/24

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I K Playground Discord Discord AI ⇒ assistant ID . . . Temperature ( ) Top P ( ) Playground Playground Playground Discord 2025 13-14 & ( ) — 2025-06-02 – p.11/24

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A ChatGPT Discord ⇒ . . . ChatGPT ( GPTs/MyGPT) Assistant API Playground/gpt-discord-bot instructions ( preamble ( ) ) 2025 13-14 & ( ) — 2025-06-02 – p.12/24

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M “ ” “ ” o3 o1 GPT-4 gpt-4o gpt-4.1-mini ⇒ Claude-4 2025 13-14 & ( ) — 2025-06-02 – p.13/24

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A I (?) Playground ID ( ID ) Playground ⇒ ( ) & <(_ _)> 1 . . . You negotiate! 2025 13-14 & ( ) — 2025-06-02 – p.14/24

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Y ⇒ Saito Lab at Waseda Business School instructions Discord /show ID Discord ( ) ( ) AI GPTs 2025 13-14 & ( ) — 2025-06-02 – p.15/24

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K AI AI AI . . . AI . . . ⇒ . . . GPT-4 GPT-3 2025 13-14 & ( ) — 2025-06-02 – p.16/24

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M LLM LLM ⇒ (RLHF : Reinforcement Learning from Human Feedback) ( ) RLHF 2025 13-14 & ( ) — 2025-06-02 – p.17/24

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M ∼ ⇒ 2025 13-14 & ( ) — 2025-06-02 – p.18/24

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O ⇒ 2025 13-14 & ( ) — 2025-06-02 – p.19/24

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Y 7 2 ⇒ 2025 13-14 & ( ) — 2025-06-02 – p.20/24

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M AI ⇒ . . . T AI AI 2025 13-14 & ( ) — 2025-06-02 – p.21/24

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2025 13-14 & ( ) — 2025-06-02 – p.22/24

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7. (1) (2) (3) 2025 6 14 ( ) 23:59 JST ( ) Waseda Moodle 2025 13-14 & ( ) — 2025-06-02 – p.23/24

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: ∼ 2025 6 10 ( ) 23:59 JST 2025 13-14 & ( ) — 2025-06-02 – p.24/24