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試作とデモンストレーション / Prototyping and Demonstrations
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Kenji Saito
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May 12, 2024
Technology
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210
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。
Kenji Saito
PRO
May 12, 2024
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Transcript
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
https://speakerdeck.com/ks91/collections/prompt-engineering-2024-spring 2024 7-8 — 2024-05-13 – p.2/50
( ) 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
( 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
( ) ( ) code interpreter open interpreter file search
( ) 2024 7-8 — 2024-05-13 – p.5/50
( ) ( ) ( ) 2024 7-8 — 2024-05-13
– p.6/50
2024 7-8 — 2024-05-13 – p.7/50
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
. . . . . . 57(+2) 49(+1) (5/11( )
) ( ) . . . 14 / ( ) . . . 35 : (TA) . . . 9 / . . . 1 Description . . . 2024 7-8 — 2024-05-13 – p.9/50
. . . . . . ⇒ A . .
. . . . 2024 7-8 — 2024-05-13 – p.10/50
( ) MBA MBA · MBA ↑ MBA 2024 7-8
— 2024-05-13 – p.11/50
LLM ( ) Please pay attention (↑ ) 2024 7-8
— 2024-05-13 – p.12/50
⇒ 2024 7-8 — 2024-05-13 – p.13/50
( ) ↓ TA (GPT ) Bitcoin 2024 7-8 —
2024-05-13 – p.14/50
I ⇒ ← AI 2024 7-8 — 2024-05-13 – p.15/50
U Discord ⇒ Instructions = ChatGPT Plus API https://platform.openai.com/ API
2024 7-8 — 2024-05-13 – p.16/50
GPT https://platform.openai.com/ GPT 2024 7-8 — 2024-05-13 – p.17/50
S code interpreter ⇒ 22:0 source 2024 7-8 — 2024-05-13
– p.18/50
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
AI . . . AI https://www.nikkei.com/article/DGXZQOUC24AUB0U4A420C2000000/ AI ← AI .
. . AI . . . . . . . . . . . . . . . AI . . . AI 2024 7-8 — 2024-05-13 – p.20/50
I Code Interpreter GPT Code Interpreter discord Code Interpreter ⇒
OpenAI Code Interpreter ( ) 2024 7-8 — 2024-05-13 – p.21/50
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
W DeepL ⇒ “Attention Is All You Need” GPT gpt-discord-bot
API 2024 7-8 — 2024-05-13 – p.23/50
M instructions / ⇒ ( ) OpenAI instructions · instructions
2024 7-8 — 2024-05-13 – p.24/50
S ⇒ A (pile) A ( ) B ( )
A ( ) A X X 2024 7-8 — 2024-05-13 – p.25/50
S Code Interpreter Code Interpreter ⇒ Code Interpreter ( )
Python . . . 2024 7-8 — 2024-05-13 – p.26/50
S ⇒ expire GPT OpenAI LLM ( ) OpenAI ·
GPT OpenAI GPT (PDF ) OpenAI 1 PDF ( GB ) 2024 7-8 — 2024-05-13 – p.27/50
GPT ( ) https://platform.openai.com/ GPT 2024 7-8 — 2024-05-13 –
p.28/50
H XXX ⇒ instructions 2024 7-8 — 2024-05-13 – p.29/50
Instructions 23 instructions hohoho attack 2024 7-8 — 2024-05-13 –
p.30/50
Instructions (1/2) 23 # * * * * * #
* * * # * * * * 2024 7-8 — 2024-05-13 – p.31/50
Instructions (2/2) # * instructions * instructions * instructions instructions
( ) ( ) 2024 7-8 — 2024-05-13 – p.32/50
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
I Name: CreativeQuestionCreater Description: Instructions: (1) (2) (3) ⇒ 2024
7-8 — 2024-05-13 – p.34/50
H name PyDataTutor description Python instructions (1) " Python "
(2) " " (3) " Python " (4) " " : Python ⇒ 2024 7-8 — 2024-05-13 – p.35/50
I AI & ChatGPT ( ) AI ⇒ 2024 7-8
— 2024-05-13 – p.36/50
instructions 2024 7-8 — 2024-05-13 – p.37/50
Discord # ( # ) : RPG : ( )
TRPG : instructions a . . . a Discord 2024 7-8 — 2024-05-13 – p.38/50
% [ ] % % % % % # %
# % % % (1) (2) % * # % % 2024 7-8 — 2024-05-13 – p.39/50
OpenAI gpt-discord-bot Discord OpenAI OpenAI Discord (cache) OpenAI Discord OpenAI
OpenAI OpenAI 2024 7-8 — 2024-05-13 – p.40/50
( ) ( ) ( ) 2024 7-8 — 2024-05-13
– p.41/50
( ) ⇒ AI cf. 8 ( ) 7 OK
2024 7-8 — 2024-05-13 – p.42/50
( ) 2024 7-8 — 2024-05-13 – p.43/50
( ) 2024 7-8 — 2024-05-13 – p.44/50
( ) 2024 7-8 — 2024-05-13 – p.45/50
( ) 2024 7-8 — 2024-05-13 – p.46/50
2024 7-8 — 2024-05-13 – p.47/50
2024 7-8 — 2024-05-13 – p.48/50
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
2024 7-8 — 2024-05-13 – p.50/50