Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
試作とデモンストレーション / Prototyping and Demonstrations
Search
Kenji Saito
PRO
May 12, 2024
Technology
0
240
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
Tweet
Share
More Decks by Kenji Saito
See All by Kenji Saito
続・インクルーシブな社会へ / Continuing Towards an Inclusive Society
ks91
PRO
0
19
AGI (人工一般知能) と創る新しく奇妙な社会 / New and Stranger Society built with AGI
ks91
PRO
0
64
回帰分析/大規模言語モデルと統計 / Regression Analysis, Large Language Models and Statistics
ks91
PRO
0
69
多重比較/相関分析 / Multiple Comparison and Correlation Analysis
ks91
PRO
0
65
アカデミーキャンプ 2025冬「考えるのは奴らだ」 / Academy Camp 2025 Winter - Live and Let Think DAY 3
ks91
PRO
0
62
アカデミーキャンプ 2025冬「考えるのは奴らだ」 / Academy Camp 2025 Winter - Live and Let Think DAY 2
ks91
PRO
0
48
アカデミーキャンプ 2025冬「考えるのは奴らだ」 / Academy Camp 2025 Winter - Live and Let Think DAY 1
ks91
PRO
1
74
インクルーシブな社会へ / Toward an Inclusive Society
ks91
PRO
0
22
P 値と有意差/分散分析 / P-value, Significant Difference and Analysis of Variance
ks91
PRO
0
71
Other Decks in Technology
See All in Technology
短縮URLをお手軽に導入しよう
nakasho
0
150
スキルだけでは満たせない、 “組織全体に”なじむオンボーディング/Onboarding that fits “throughout the organization” and cannot be satisfied by skills alone
bitkey
0
180
Potential EM 制度を始めた理由、そして2年後にやめた理由 - EMConf JP 2025
hoyo
2
2.6k
1行のコードから社会課題の解決へ: EMの探究、事業・技術・組織を紡ぐ実践知 / EM Conf 2025
9ma3r
11
3.8k
Aurora PostgreSQLがCloudWatch Logsに 出力するログの課金を削減してみる #jawsdays2025
non97
1
200
Goで作って学ぶWebSocket
ryuichi1208
3
2.8k
ESXi で仮想化した ARM 環境で LLM を動作させてみるぞ
unnowataru
0
180
株式会社Awarefy(アウェアファイ)会社説明資料 / Awarefy-Company-Deck
awarefy
3
11k
IAMポリシーのAllow/Denyについて、改めて理解する
smt7174
2
210
Ruby on Railsで持続可能な開発を行うために取り組んでいること
am1157154
3
150
Amazon Q Developerの無料利用枠を使い倒してHello worldを表示させよう!
nrinetcom
PRO
2
110
【内製開発Summit 2025】イオンスマートテクノロジーの内製化組織の作り方/In-house-development-summit-AST
aeonpeople
2
660
Featured
See All Featured
How GitHub (no longer) Works
holman
314
140k
Facilitating Awesome Meetings
lara
52
6.2k
Statistics for Hackers
jakevdp
797
220k
4 Signs Your Business is Dying
shpigford
182
22k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
4
430
Scaling GitHub
holman
459
140k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
44
7k
Keith and Marios Guide to Fast Websites
keithpitt
411
22k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
30
2.2k
Designing for Performance
lara
604
68k
The Cost Of JavaScript in 2023
addyosmani
47
7.4k
Docker and Python
trallard
44
3.3k
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