AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)

2025-06-19 · 98 min · 73 entities

episode page audio

Asserted relationships

→ references Features product

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://github.com/features/copilot
→ references Sander Schulhoff person

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://linkedin.com/in/sander-schulhoff
→ references Three Laws Of Robotics person

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://en.wikipedia.org/wiki/Three_Laws_of_Robotics
→ references Random Forest person

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://en.wikipedia.org/wiki/Random_forest
→ hosted by Lenny Rachitsky person

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evidence rules-v4
Feed author/publisher: Lenny Rachitsky
→ founded Cognition book

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evidence rules-v4
co-founder of Cognition
→ founded Cognition book

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evidence rules-v4
co-founder of Cognition
→ works at StackBlitz company

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evidence rules-v4
CEO of StackBlitz
→ works at StackBlitz company

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evidence rules-v4
CEO of StackBlitz
→ works at Vercel company

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evidence rules-v4
CEO of Vercel
→ works at Vercel company

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evidence rules-v4
CEO of Vercel
→ works at Cognition book

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evidence rules-v4
co-founder of Cognition
→ works at Cognition book

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evidence rules-v4
co-founder of Cognition
→ discusses Technology company

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evidence rules-v4
Feed category: Technology
→ discusses Business concept

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evidence rules-v4
Feed category: Business
→ discusses Entrepreneurship concept

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evidence rules-v4
Feed category: Entrepreneurship
→ references Blog website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/asi
→ references cursor.com website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://cursor.com/
→ references granola.ai website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://granola.ai/
→ references devin.ai website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://devin.ai/
→ references Prompt Report book

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/the_prompt_report?srsltid=AfmBOoo7CRNNCtavzhyLbCMxc0LDmkSUakJ4P8XBaITbE6GXL1i2SvA0
→ references Chatgpt Ai Doctors Diagnosis person

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://nytimes.com/2024/11/17/health/chatgpt-ai-doctors-diagnosis.html
→ references paramountplus.com website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://paramountplus.com/shows/1883
→ references sanderschulhoff.com website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://sanderschulhoff.com/
→ references Prompt Engineering person

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/use-xml-tags
→ references Prompt Hacking person

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/prompt_hacking/injection?srsltid=AfmBOoqGgqbfXStrD6vlw5jy8HhEaESgGo2e57jyWL8lkZKktt_P6Zvn
→ references daylightcomputer.com website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://daylightcomputer.com/
→ references ai.engineer website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://ai.engineer/
→ references Few Shot person

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/basics/few_shot?srsltid=AfmBOor2owyGXtzJZ8n0fJVCctM7UPZgZmH-mBuxRW4t9-kkaMd3LJVv
→ references Basics website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/basics/roles?srsltid=AfmBOor2jcxJQvWBZyFa030Qt0fIIov3hSiWvI9VFyjO-Qp478EPJIU7
→ references Role Prompting person

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/role_prompting?srsltid=AfmBOooiiyLD-0CsCYZ4m3SDhYOmtTyaTzeDo0FvK_i1x1gLM8MJS-Sn
→ references Decomposition website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/advanced/decomposition/introduction?srsltid=AfmBOoojJmTQgBlmSlGYQ8kl-JPpVUlLKkL4YcFGS5u54JyeumUwlcBI
→ references Lm Self Eval person

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/reliability/lm_self_eval
→ references Chain Of Thought person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/intermediate/chain_of_thought?srsltid=AfmBOoqwE7SXlluy2sx_QY_VOKduyBplWtIWKEJaD6FkJW3TqeKPSJfx
→ references Announce Hackaprompt 2 website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/announce-hackaprompt-2?srsltid=AfmBOopXKsHxy4aUtsvPCUtEu7x74NCAEnlTIdNzo7nfMDVwZ9ilTlkp
→ references Defensive Measures person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/prompt_hacking/defensive_measures/introduction
→ references palisaderesearch.org website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://palisaderesearch.org/
→ references Ai Chess Cheating Palisade Research person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://time.com/7259395/ai-chess-cheating-palisade-research
→ references hackaprompt.com website

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evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://hackaprompt.com/

Entities found in this episode

persons 26

mentioned Sander Schulhoff person

0.90

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://linkedin.com/in/sander-schulhoff
mentioned Three Laws Of Robotics person

0.90

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://en.wikipedia.org/wiki/Three_Laws_of_Robotics
mentioned Random Forest person

0.90

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://en.wikipedia.org/wiki/Random_forest
references Sander Schulhoff person

0.77

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://linkedin.com/in/sander-schulhoff
references Three Laws Of Robotics person

0.77

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://en.wikipedia.org/wiki/Three_Laws_of_Robotics
references Random Forest person

0.77

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://en.wikipedia.org/wiki/Random_forest
mentioned Lenny Rachitsky person

0.70

evidence rules-v4
Feed author/publisher: Lenny Rachitsky
hosted by Lenny Rachitsky person

0.55

evidence rules-v4
Feed author/publisher: Lenny Rachitsky
mentioned Chatgpt Ai Doctors Diagnosis person

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://nytimes.com/2024/11/17/health/chatgpt-ai-doctors-diagnosis.html
mentioned Prompt Engineering person

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/use-xml-tags
mentioned Prompt Hacking person

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/prompt_hacking/injection?srsltid=AfmBOoqGgqbfXStrD6vlw5jy8HhEaESgGo2e57jyWL8lkZKktt_P6Zvn
mentioned Few Shot person

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/basics/few_shot?srsltid=AfmBOor2owyGXtzJZ8n0fJVCctM7UPZgZmH-mBuxRW4t9-kkaMd3LJVv
mentioned Role Prompting person

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/role_prompting?srsltid=AfmBOooiiyLD-0CsCYZ4m3SDhYOmtTyaTzeDo0FvK_i1x1gLM8MJS-Sn
mentioned Lm Self Eval person

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/reliability/lm_self_eval
mentioned Chain Of Thought person

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/intermediate/chain_of_thought?srsltid=AfmBOoqwE7SXlluy2sx_QY_VOKduyBplWtIWKEJaD6FkJW3TqeKPSJfx
mentioned Defensive Measures person

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/prompt_hacking/defensive_measures/introduction
mentioned Ai Chess Cheating Palisade Research person

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://time.com/7259395/ai-chess-cheating-palisade-research
references Chatgpt Ai Doctors Diagnosis person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://nytimes.com/2024/11/17/health/chatgpt-ai-doctors-diagnosis.html
references Prompt Engineering person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/use-xml-tags
references Prompt Hacking person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/prompt_hacking/injection?srsltid=AfmBOoqGgqbfXStrD6vlw5jy8HhEaESgGo2e57jyWL8lkZKktt_P6Zvn
references Few Shot person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/basics/few_shot?srsltid=AfmBOor2owyGXtzJZ8n0fJVCctM7UPZgZmH-mBuxRW4t9-kkaMd3LJVv
references Role Prompting person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/role_prompting?srsltid=AfmBOooiiyLD-0CsCYZ4m3SDhYOmtTyaTzeDo0FvK_i1x1gLM8MJS-Sn
references Lm Self Eval person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/reliability/lm_self_eval
references Chain Of Thought person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/intermediate/chain_of_thought?srsltid=AfmBOoqwE7SXlluy2sx_QY_VOKduyBplWtIWKEJaD6FkJW3TqeKPSJfx
references Defensive Measures person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/prompt_hacking/defensive_measures/introduction
references Ai Chess Cheating Palisade Research person

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://time.com/7259395/ai-chess-cheating-palisade-research

websites 26

mentioned Blog website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/asi
mentioned cursor.com website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://cursor.com/
mentioned granola.ai website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://granola.ai/
mentioned devin.ai website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://devin.ai/
mentioned paramountplus.com website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://paramountplus.com/shows/1883
mentioned sanderschulhoff.com website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://sanderschulhoff.com/
mentioned daylightcomputer.com website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://daylightcomputer.com/
mentioned ai.engineer website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://ai.engineer/
mentioned Basics website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/basics/roles?srsltid=AfmBOor2jcxJQvWBZyFa030Qt0fIIov3hSiWvI9VFyjO-Qp478EPJIU7
mentioned Decomposition website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/advanced/decomposition/introduction?srsltid=AfmBOoojJmTQgBlmSlGYQ8kl-JPpVUlLKkL4YcFGS5u54JyeumUwlcBI
mentioned Announce Hackaprompt 2 website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/announce-hackaprompt-2?srsltid=AfmBOopXKsHxy4aUtsvPCUtEu7x74NCAEnlTIdNzo7nfMDVwZ9ilTlkp
mentioned palisaderesearch.org website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://palisaderesearch.org/
mentioned hackaprompt.com website

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://hackaprompt.com/
references Blog website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/asi
references cursor.com website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://cursor.com/
references granola.ai website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://granola.ai/
references devin.ai website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://devin.ai/
references paramountplus.com website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://paramountplus.com/shows/1883
references sanderschulhoff.com website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://sanderschulhoff.com/
references daylightcomputer.com website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://daylightcomputer.com/
references ai.engineer website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://ai.engineer/
references Basics website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/basics/roles?srsltid=AfmBOor2jcxJQvWBZyFa030Qt0fIIov3hSiWvI9VFyjO-Qp478EPJIU7
references Decomposition website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/docs/advanced/decomposition/introduction?srsltid=AfmBOoojJmTQgBlmSlGYQ8kl-JPpVUlLKkL4YcFGS5u54JyeumUwlcBI
references Announce Hackaprompt 2 website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/announce-hackaprompt-2?srsltid=AfmBOopXKsHxy4aUtsvPCUtEu7x74NCAEnlTIdNzo7nfMDVwZ9ilTlkp
references palisaderesearch.org website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://palisaderesearch.org/
references hackaprompt.com website

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://hackaprompt.com/

companys 8

mentioned StackBlitz company

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evidence rules-v4
CEO of StackBlitz
mentioned Vercel company

0.62

evidence rules-v4
CEO of Vercel
mentioned Technology company

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evidence rules-v4
Feed category: Technology
works at StackBlitz company

0.50

evidence rules-v4
CEO of StackBlitz
works at StackBlitz company

0.50

evidence rules-v4
CEO of StackBlitz
works at Vercel company

0.50

evidence rules-v4
CEO of Vercel
works at Vercel company

0.50

evidence rules-v4
CEO of Vercel
discusses Technology company

0.40

evidence rules-v4
Feed category: Technology

books 7

mentioned Cognition book

0.68

evidence rules-v4
co-founder of Cognition
founded Cognition book

0.54

evidence rules-v4
co-founder of Cognition
founded Cognition book

0.54

evidence rules-v4
co-founder of Cognition
works at Cognition book

0.50

evidence rules-v4
co-founder of Cognition
works at Cognition book

0.50

evidence rules-v4
co-founder of Cognition
mentioned Prompt Report book

0.45

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/the_prompt_report?srsltid=AfmBOoo7CRNNCtavzhyLbCMxc0LDmkSUakJ4P8XBaITbE6GXL1i2SvA0
references Prompt Report book

0.38

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://learnprompting.org/blog/the_prompt_report?srsltid=AfmBOoo7CRNNCtavzhyLbCMxc0LDmkSUakJ4P8XBaITbE6GXL1i2SvA0

concepts 4

mentioned Business concept

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evidence rules-v4
Feed category: Business
mentioned Entrepreneurship concept

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evidence rules-v4
Feed category: Entrepreneurship
discusses Business concept

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evidence rules-v4
Feed category: Business
discusses Entrepreneurship concept

0.40

evidence rules-v4
Feed category: Entrepreneurship

products 2

mentioned Features product

0.90

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://github.com/features/copilot
references Features product

0.77

evidence rules-v4
Link in episode "AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff (Learn Prompting, HackAPrompt)": https://github.com/features/copilot

Episode description as stored

Sander Schulhoff is the OG prompt engineer. He created the very first prompt engineering guide on the internet (two months before ChatGPT’s release) and recently wrote the most comprehensive study of prompt engineering ever conducted (co-authored with OpenAI, Microsoft, Google, Princeton, and Stanford), analyzing over 1,500 academic papers and covering more than 200 prompting techniques. He also partners with OpenAI to run what was the first and is the largest AI red teaming competition, HackAPrompt, which helps discover the most state-of-the-art prompt injection techniques (i.e. ways to get LLMS to do things it shouldn’t). Sander teaches AI red teaming on Maven, advises AI companies on security, and has educated millions of people on the most state-of-the-art prompt engineering techniques. In this episode, you’ll learn: 1. The 5 most effective prompt engineering techniques 2. Why “role prompting” and threatening the AI no longer works—and what to do instead 3. The two types of prompt engineering: conversational and product/system prompts 4. A primer on prompt injection and AI red teaming—including real jailbreak tactics that are still fooling top models 5. Why AI agents and robots will be the next major security threat 6. How to get started in AI red teaming and prompt engineering 7. Practical defense to put in place for your AI products — Brought to you by: Eppo —Run reliable, impactful experiments Stripe —Helping companies of all sizes grow revenue Vanta —Automate compliance. Simplify security — Where to find Sander Schulhoff: • X: https://x.com/sanderschulhoff • LinkedIn: https://www.linkedin.com/in/sander-schulhoff/ • Website: https://sanderschulhoff.com/ • AI Red Teaming and AI Security Masterclass on Maven: https://bit.ly/44lLSbC • Free Lightning Lesson “How to Secure Your AI System” on 6/24: https://bit.ly/4ld9vZL — Where to find Lenny: • Newsletter: https://www.lennysnewsletter.com • X: https://twitter.com/lennysan • LinkedIn: https://www.linkedin.com/in/lennyrachitsky/ — In this episode, we cover: (00:00) Introduction to Sander Schulhoff (04:29) The importance of prompt engineering (06:30) Real-world applications and examples (10:54) Basic prompt engineering techniques (23:46) Advanced prompt engineering techniques (29:00) The role of context and additional information (39:24) Ensembling techniques and thought generation (49:48) Conversational techniques for better results (50:46) Introduction to prompt injection (52:27) AI red teaming and competitions (54:23) The growing importance of AI security (01:02:45) Techniques to bypass AI safeguards (01:05:21) Challenges in AI security and future outlook (01:18:33) Misalignment and AI's potential risks (01:25:03) Final thoughts and lightning round — Referenced: • Reid Hoffman’s tweet about using AI agents: https://x.com/reidhoffman/status/1930416063616884822 • AI Engineer World’s Fair: https://www.ai.engineer/ • What Is Artificial Social Intelligence?: https://learnprompting.org/blog/asi • Devin: https://devin.ai/ • Cursor: https://www.cursor.com/ • Inside Devin: The world’s first autonomous AI engineer that’s set to write 50% of its company’s code by end of year | Scott Wu (CEO and co-founder of Cognition): https://www.lennysnewsletter.com/p/inside-devin-scott-wu • The rise of Cursor: The $300M ARR AI tool that engineers can’t stop using | Michael Truell (co-founder and CEO): https://www.lennysnewsletter.com/p/the-rise-of-cursor-michael-truell • Granola: https://www.granola.ai/ • Building Lovable: $10M ARR in 60 days with 15 people | Anton Osika (CEO and co-founder): https://www.lennysnewsletter.com/p/building-lovable-anton-osika • Inside Bolt: From near-death to ~$40m ARR in 5 months—one of the fastest-growing products in history | Eric Simons (founder & CEO of StackBlitz): https://www.lennysnewsletter.com/p/inside-bolt-eric-simons • Behind the product: Replit | Amjad Masad (co-founder and CEO): https://www.lennysnewsletter.com/p/behind-the-product-replit-amjad-masad • Ev