SlideShare a Scribd company logo

Prompting is an art / Sztuka promptowania

Download as PPTX, PDF
M
Michal Jaskolski

The document discusses advances in large language models from GPT-1 to the potential capabilities of GPT-4, including its ability to simulate human behavior, demonstrate sparks of artificial general intelligence, and generate virtual identities. It also provides tips on how to effectively prompt ChatGPT through techniques like prompt engineering, giving context and examples, and different response formats.

Technology
1 of 49
Downloaded 153 times
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
Most read
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
Most read
36
37
38
39
40
41
42
Most read
43
44
45
46
47
48
49
MICHAŁ JASKÓLSKI CONFRONT.AI 26.04.2023 Prompting is an art
MICHAŁ JASKÓLSKI CONFRONT.AI 26.04.2023 Prompting is (not) an art
Prompting is an art / Sztuka promptowania
LLMs: FROM GPT-1 TO GPT-4 LLM = Large Language Model
LLMs: FROM GPT-1 TO GPT-4 Hallucination or truth?
GPT-3
GPT-3
GPT-3
GPT-3
GPT-3
GPT→ChatGPT
RLHF reinforcement learning from human feedback GPT→ChatGPT: RLHF
GPT→Bing Chat: Aligning prompt
GPT→Bing Chat: Aligning prompt
GPT-4 vs. GPT-3.5 GPT-3.5 GPT-4 • Average high school student/intern • Text analysis • Pattern finding • Basic knowledge processing • Available for free ChatGPT users and through API • Senior specialist • Planning • Reasoning • Sparks of general intelligence • Available for paid ChatGPT Plus users and through API (waitlist)
GPT-4 vs. GPT-3.5
GPT-4 vs. GPT-3.5
GPT-4: Simulating Humans
GPT-4: Simulating Humans
GPT-4: Simulating Humans
GPT-4: Simulating Humans Generative Agents: Interactive Simulacra of Human Behavior
GPT-4: What is happening? Sparks of Artificial General Intelligence: Early experiments with GPT-4
Prompting is an art / Sztuka promptowania
ChatGPT: Prompt engineering
ChatGPT: Prompt engineering
ChatGPT: Give context
ChatGPT: Give context You are the best copywriter in the world – create persona 3 slogans – ask for a few ideas, not just one Intelligent, quirky and funny – describe the tone of voice Score each of them – use the GPT-4 capability to analyze ideas Explain your reasoning – use the GPT-4 capability to reason (and explain it)
ChatGPT: Give context
ChatGPT: Give context
ChatGPT: Give examples
ChatGPT: Give examples Kendrick Lamar – HUMBLE.
ChatGPT: Give examples
ChatGPT: 0/1/Few-shot prompting 0-shot prompting 1-shot prompting Few-shot prompting
ChatGPT: Choose the target group and length
ChatGPT: Use different formats Supported formats: - Markdown - HTML - JSON - CSV - XML - YAML - LaTeX - ...
ChatGPT: Ask to think step by step
ChatGPT: Ask to suggest decisions
ChatGPT: Generate prompts
ChatGPT: Generate prompts
ChatGPT: Improve answers
ChatGPT: Improve answers
ChatGPT: ReAct (Reason+Act)
ChatGPT: ReAct (Reason+Act) Observation:
ChatGPT: Jailbreaks
GPT-4: Virtual identities
GPT-4: Virtual identities
GPT-4: Virtual identities
ChatGPT: Learn more Ethan Mollick @emollick: https://twitter.com/emollick, https://www.oneusefulthing.org Prompt Engineering Guide: https://www.promptingguide.ai Awesome ChatGPT Prompts: https://github.com/f/awesome-chatgpt-prompts DAN and other jailbreaks: https://github.com/0xk1h0/ChatGPT_DAN LangChain: https://python.langchain.com/en/latest/getting_started/getting_started.html Reddit: https://www.reddit.com/r/ChatGPT/
Let’s stay in touch https://facebook.com/michal.jaskolski https://twitter.com/jaskolski_pl https://www.linkedin.com/in/mjaskolski/

More Related Content

PPTX
Episode 2: The LLM / GPT / AI Prompt / Data Engineer Roadmap
Anant Corporation
 
PDF
A comprehensive guide to prompt engineering.pdf
AnastasiaSteele10
 
PDF
ChatGPT Prompt Engineering
Supernova Media
 
PPTX
Prompt Engineering.pptx
ahmedmishfaq
 
PPTX
[BEDROCK] Claude Prompt Engineering Techniques.pptx
ssuserdd71c7
 
PDF
Prompt Engineering - an Art, a Science, or your next Job Title?
Maxim Salnikov
 
PPTX
ChatGPT_Prompts.pptx
Chakrit Phain
 
PPTX
Learn Prompt Engineering Basics chatgpt llms guide
SaweraKhadium
 
Episode 2: The LLM / GPT / AI Prompt / Data Engineer Roadmap
Anant Corporation
 
A comprehensive guide to prompt engineering.pdf
AnastasiaSteele10
 
ChatGPT Prompt Engineering
Supernova Media
 
Prompt Engineering.pptx
ahmedmishfaq
 
[BEDROCK] Claude Prompt Engineering Techniques.pptx
ssuserdd71c7
 
Prompt Engineering - an Art, a Science, or your next Job Title?
Maxim Salnikov
 
ChatGPT_Prompts.pptx
Chakrit Phain
 
Learn Prompt Engineering Basics chatgpt llms guide
SaweraKhadium
 

What's hot (20)

PPTX
Webinar on ChatGPT.pptx
Abhilash Majumder
 
PDF
ChatGPT Evaluation for NLP
XiachongFeng
 
PDF
ChatGPT Use- Cases
Bluechip Technologies
 
PDF
ChatGPT-the-revolution-is-coming.pdf
Liang Yan
 
PDF
ChatGPT ChatBot
LinconMondal
 
PDF
ChatGPT 101 - Vancouver ChatGPT Experts
Ali Tavanayan
 
PDF
Leveraging Generative AI & Best practices
DianaGray10
 
PDF
Deep dive into ChatGPT
valuebound
 
PDF
ChatGPT OpenAI Primer for Business
Dion Hinchcliffe
 
PPTX
ChatGPT in Education
Victor del Rosal
 
PPTX
How ChatGPT and AI-assisted coding changes software engineering profoundly
Pekka Abrahamsson / Tampere University
 
PDF
Everything to know about ChatGPT
Knoldus Inc.
 
PPTX
ChatGPT Deck.pptx
omornahid1
 
PDF
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Anant Corporation
 
PDF
How Does Generative AI Actually Work? (a quick semi-technical introduction to...
ssuser4edc93
 
PPTX
The updated non-technical introduction to ChatGPT SEDA March 2023.pptx
Sue Beckingham
 
PDF
Large Language Models - Chat AI.pdf
David Rostcheck
 
PDF
Introduction to ChatGPT
annusharma26
 
PPTX
Unlocking the Power of ChatGPT
Kristine Schachinger SEO and Online Marketing
 
PPTX
200109-Open AI Chat GPT-4-3.pptx
andre241421
 
Webinar on ChatGPT.pptx
Abhilash Majumder
 
ChatGPT Evaluation for NLP
XiachongFeng
 
ChatGPT Use- Cases
Bluechip Technologies
 
ChatGPT-the-revolution-is-coming.pdf
Liang Yan
 
ChatGPT ChatBot
LinconMondal
 
ChatGPT 101 - Vancouver ChatGPT Experts
Ali Tavanayan
 
Leveraging Generative AI & Best practices
DianaGray10
 
Deep dive into ChatGPT
valuebound
 
ChatGPT OpenAI Primer for Business
Dion Hinchcliffe
 
ChatGPT in Education
Victor del Rosal
 
How ChatGPT and AI-assisted coding changes software engineering profoundly
Pekka Abrahamsson / Tampere University
 
Everything to know about ChatGPT
Knoldus Inc.
 
ChatGPT Deck.pptx
omornahid1
 
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Anant Corporation
 
How Does Generative AI Actually Work? (a quick semi-technical introduction to...
ssuser4edc93
 
The updated non-technical introduction to ChatGPT SEDA March 2023.pptx
Sue Beckingham
 
Large Language Models - Chat AI.pdf
David Rostcheck
 
Introduction to ChatGPT
annusharma26
 
Unlocking the Power of ChatGPT
Kristine Schachinger SEO and Online Marketing
 
200109-Open AI Chat GPT-4-3.pptx
andre241421
 
Ad

Similar to Prompting is an art / Sztuka promptowania (10)

PDF
Chatbots and Natural Language Generation - A Bird Eyes View
Mark Cieliebak
 
PPTX
AICT Lecture 05 Artificial Intelligence.pptx
aminazafar34
 
PDF
Chatbots: Technology and Applications - Mark Cieliebak - Swiss ICT Symposium ...
Mark Cieliebak
 
PPTX
NeurIPS_2018_ConvAI2_ParticipantSlides.pptx
KaiduTester
 
PDF
Intoduction to Large language models prompt
krishasachwani
 
PPTX
Survey of reasoning techniques with Language Model prompting
Sanjana Kothari
 
PDF
Artificial Assistants: How can I help you? by Christopher Currin
Christopher Currin
 
PDF
Beginners chatbotai workshopdbb_bitfusion
Jennifer D. Davis, Ph.D.
 
PDF
Synthetic Personas: Enhancing Demographic Response Simulation through Large L...
IJCI JOURNAL
 
PPTX
LLM_Prompt_Types-for learneser-forc.pptx
Biswapati Jana
 
Chatbots and Natural Language Generation - A Bird Eyes View
Mark Cieliebak
 
AICT Lecture 05 Artificial Intelligence.pptx
aminazafar34
 
Chatbots: Technology and Applications - Mark Cieliebak - Swiss ICT Symposium ...
Mark Cieliebak
 
NeurIPS_2018_ConvAI2_ParticipantSlides.pptx
KaiduTester
 
Intoduction to Large language models prompt
krishasachwani
 
Survey of reasoning techniques with Language Model prompting
Sanjana Kothari
 
Artificial Assistants: How can I help you? by Christopher Currin
Christopher Currin
 
Beginners chatbotai workshopdbb_bitfusion
Jennifer D. Davis, Ph.D.
 
Synthetic Personas: Enhancing Demographic Response Simulation through Large L...
IJCI JOURNAL
 
LLM_Prompt_Types-for learneser-forc.pptx
Biswapati Jana
 
Ad

Recently uploaded (20)

PPTX
breach-and-attack-simulation-cybersecurity-india-chennai-defenderrabbit-2025....
defencerabbit Team
 
PPTX
Understanding_Digital_Forensics_Presentation.pptx
ImranKhan423233
 
PDF
Modernizing your data center with Dell and AMD
Principled Technologies
 
PDF
How UI/UX Design Impacts User Retention in Mobile Apps.pdf
SynapseIndia
 
PDF
Build a system with the filesystem maintained by OSTree @ COSCUP 2025
Jian-Hong Pan
 
PPTX
PA Analog/Digital System: The Backbone of Modern Surveillance and Communication
AVTRON Technologies LLC
 
PDF
TokAI - TikTok AI Agent : The First AI Application That Analyzes 10,000+ Vira...
SOFTTECHHUB
 
PDF
Shreyas Phanse Resume: Experienced Backend Engineer | Java • Spring Boot • Ka...
SHREYAS PHANSE
 
PDF
Unlocking AI with Model Context Protocol (MCP)
Brian McKeiver
 
PDF
Advanced methodologies resolving dimensionality complications for autism neur...
IAESIJAI
 
PDF
Chapter 3 Spatial Domain Image Processing.pdf
Getnet Tigabie Askale -(GM)
 
PDF
Reach Out and Touch Someone: Haptics and Empathic Computing
Mark Billinghurst
 
PPTX
20250228 LYD VKU AI Blended-Learning.pptx
DatVoNgoc
 
PDF
Per capita expenditure prediction using model stacking based on satellite ima...
IAESIJAI
 
PDF
Machine learning based COVID-19 study performance prediction
IAESIJAI
 
PPTX
VMware vSphere Foundation How to Sell Presentation-Ver1.4-2-14-2024.pptx
blackmambaettijean
 
PDF
Review of recent advances in non-invasive hemoglobin estimation
IAESIJAI
 
PPTX
Cloud computing and distributed systems.
kkkkkhan
 
PDF
Empathic Computing: Creating Shared Understanding
Mark Billinghurst
 
PDF
NewMind AI Weekly Chronicles - August'25 Week I
NewMind AI
 
breach-and-attack-simulation-cybersecurity-india-chennai-defenderrabbit-2025....
defencerabbit Team
 
Understanding_Digital_Forensics_Presentation.pptx
ImranKhan423233
 
Modernizing your data center with Dell and AMD
Principled Technologies
 
How UI/UX Design Impacts User Retention in Mobile Apps.pdf
SynapseIndia
 
Build a system with the filesystem maintained by OSTree @ COSCUP 2025
Jian-Hong Pan
 
PA Analog/Digital System: The Backbone of Modern Surveillance and Communication
AVTRON Technologies LLC
 
TokAI - TikTok AI Agent : The First AI Application That Analyzes 10,000+ Vira...
SOFTTECHHUB
 
Shreyas Phanse Resume: Experienced Backend Engineer | Java • Spring Boot • Ka...
SHREYAS PHANSE
 
Unlocking AI with Model Context Protocol (MCP)
Brian McKeiver
 
Advanced methodologies resolving dimensionality complications for autism neur...
IAESIJAI
 
Chapter 3 Spatial Domain Image Processing.pdf
Getnet Tigabie Askale -(GM)
 
Reach Out and Touch Someone: Haptics and Empathic Computing
Mark Billinghurst
 
20250228 LYD VKU AI Blended-Learning.pptx
DatVoNgoc
 
Per capita expenditure prediction using model stacking based on satellite ima...
IAESIJAI
 
Machine learning based COVID-19 study performance prediction
IAESIJAI
 
VMware vSphere Foundation How to Sell Presentation-Ver1.4-2-14-2024.pptx
blackmambaettijean
 
Review of recent advances in non-invasive hemoglobin estimation
IAESIJAI
 
Cloud computing and distributed systems.
kkkkkhan
 
Empathic Computing: Creating Shared Understanding
Mark Billinghurst
 
NewMind AI Weekly Chronicles - August'25 Week I
NewMind AI
 

Prompting is an art / Sztuka promptowania