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ワールドカフェ再び、そしてロール・ツール群の開発 / World Café Again, an...
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Kenji Saito
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May 18, 2025
Technology
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150
ワールドカフェ再び、そしてロール・ツール群の開発 / World Café Again, and the Development of a Suite 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9-10回で使用したスライドです。
Kenji Saito
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May 18, 2025
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Transcript
Generated by Stable Diffusion 3.5 — AI 2025 9-10 (WBS)
2025 9-10 — 2025-05-19 – p.1/40
ڭɾεΫϦʔϯ த৺ઢ νʔϜ νʔϜ νʔϜ νʔϜ
νʔϜ νʔϜ νʔϜ νʔϜ νʔϜ νʔϜ OK 2025 9-10 — 2025-05-19 – p.2/40
https://speakerdeck.com/ks91/collections/prompt-engineering-2025-spring 2025 9-10 — 2025-05-19 – p.3/40
( ) 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 9-10 — 2025-05-19 – p.4/40
( 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 9-10 — 2025-05-19 – p.5/40
( ) ( ) ( ) ( ) 2025 9-10
— 2025-05-19 – p.6/40
Q & A AI 1 AI 2025 9-10 — 2025-05-19
– p.7/40
2025 9-10 — 2025-05-19 – p.8/40
4. (1) (2) (rules) (roles; ) (tools) AI (3) 2025
5 15 ( ) 23:59 JST ( ) Waseda Moodle 2025 9-10 — 2025-05-19 – p.9/40
. . . . . . 48 40 (5/17( )
) ( ) / / / / / / / / CLO Chief Legal Officer / / / / / / / / / / PM,PO / / CHRO / / / / / / / / / & / / EQ / / / / “ ” / / / / / / 2025 9-10 — 2025-05-19 – p.10/40
— 10 20 30 (21 ) A AI ( )
( ) ( . . . ) . . . ( ) 2025 9-10 — 2025-05-19 – p.11/40
( ) AI ( ) GPT 3 ( ) 8
LLM 14 & AI ( ) ( . . . ) 2025 9-10 — 2025-05-19 – p.12/40
AI 2025 9-10 — 2025-05-19 – p.13/40
(1) ( ) 1. (4-5 ) ( ) (20∼30 )
( Discord ) ( ) 2025 9-10 — 2025-05-19 – p.14/40
(2) ( ) 2. 2025 9-10 — 2025-05-19 – p.15/40
(3) ( ) 3. AI 2025 9-10 — 2025-05-19 –
p.16/40
(4) ( ) 4. 4 2025 9-10 — 2025-05-19 –
p.17/40
( ) ( 1 ) (graceful stop) ∼ 2025 9-10
— 2025-05-19 – p.18/40
Zoom ( ) Discord ( ) : Discord 2025 9-10
— 2025-05-19 – p.19/40
AI ( ) ( ) AI ( ) name &
description description name (instructions ) ( ) ( ) (AI ) ( ) ( ) 2025 9-10 — 2025-05-19 – p.20/40
= AI /chat assistant_id: asst_C96SZm2jWPWmh4npsbPvJzop /chat search: assistant_id asst_C96SZm2jWPWmh4npsbPvJzop, name
# AI AI ACK (Acknowledged; ) ACK ( ) 2025 9-10 — 2025-05-19 – p.21/40
( ) Name: Description: Instructions: World Cafe # * *
( ) # 1. 2. 3. 4. * ( : ) * ( : ) 2025 9-10 — 2025-05-19 – p.22/40
— * ( : ) * S.C.A.M.P.E.R. ( : )
7 # * * ACK * * * ACK * ? * * ACK * * * 2025 9-10 — 2025-05-19 – p.23/40
1 (15 ) 1 : 4.(1) 4.(1) ( ) ←
OK / / / / / 2025 9-10 — 2025-05-19 – p.24/40
AI 1 2025 9-10 — 2025-05-19 – p.25/40
2 (15 ) 5 1 AI OK 2 : (
) / / / / / ( ) 2025 9-10 — 2025-05-19 – p.26/40
AI 2 2025 9-10 — 2025-05-19 – p.27/40
3 (15 ) AI 5 2 AI OK 3 :
( ) ( AI ) ( AI ) / / / / / 2025 9-10 — 2025-05-19 – p.28/40
AI 3 ( ) 2025 9-10 — 2025-05-19 – p.29/40
4 (15 ) 5 3 AI OK 4 : (
) AI name description / / / / / good luck 2025 9-10 — 2025-05-19 – p.30/40
2025 9-10 — 2025-05-19 – p.31/40
: , , , 2009 2025 9-10 — 2025-05-19 –
p.32/40
1 AI 2025 9-10 — 2025-05-19 – p.33/40
(10 ) ( ) AI ( ) AI ( )
2025 9-10 — 2025-05-19 – p.34/40
→ instructions ( ) instructions GPT → chain of thought
SCAMPER → S( ) C( ) A( ) M( ) P( ) E( ) R( ) ( ) ( ) ( ) instructions ( ) 2025 9-10 — 2025-05-19 – p.35/40
TIPS ( (?) ) (?) instructions ( ) myfiles_browser instructions
( ) 2025 9-10 — 2025-05-19 – p.36/40
AI 2025 9-10 — 2025-05-19 – p.37/40
2025 9-10 — 2025-05-19 – p.38/40
5. (1) (2) (rules) (roles) (tools) ( ) AI (3)
2025 5 22 ( ) 23:59 JST ( ) Waseda Moodle 2025 9-10 — 2025-05-19 – p.39/40
2025 9-10 — 2025-05-19 – p.40/40