#15 The death of Prompt Engineering
Update: 2024-02-29
Description
What do Prompt engineers have in common with telephone operators in the 1870s?
Spoiler - they're both dying professions
👨🏻⚕️Doc - Dr. Joshua Au Yeung - https://www.linkedin.com/in/dr-joshua-auyeung/
🤖Dev - Zeljko Kraljevic https://twitter.com/zeljkokr
The podcast 🎙️
🔊Spotify: https://podcasters.spotify.com/pod/show/devanddoc
📙Substack: https://aiforhealthcare.substack.com/
Hey! If you are enjoying our conversations, reach out, share your thoughts and journey with us. Don't forget to subscribe whilst you're here :)
🎞️ Editor- Dragan Kraljević https://www.instagram.com/dragan_kraljevic/
🎨Brand design and art direction - Ana Grigorovici https://www.behance.net/anagrigorovici027d
00:00 Highlights
01:10 Intro - where did prompt engineering go wrong?
4:10 what is prompt engineering fundamentally?
10:54 LLMs training data reflects prompt engineering
12:32 prompts are model dependent
14:02 prompts that make you think
18:26 combining expert and generalist medical models for doctors
19:49 Diagnostic reasoning prompts, is it interpretable?
26:55 can we find prompts more elegantly/ systematically ?
28:42 Will prompts become obsolete? Models that self discover prompts
31:09 Telephone operators and Prompt engineers - death of a profession
Refs
Prompt "hacks" (oh man) - https://learnprompting.org/docs/intermediate/chain_of_thought
Diagnostic prompt interpretability paper - https://www.nature.com/articles/s41746-024-01010-1
self - discover https://arxiv.org/abs/2402.03620
telephone operators - https://www.history.com/news/rise-fall-telephone-switchboard-operators
Spoiler - they're both dying professions
👨🏻⚕️Doc - Dr. Joshua Au Yeung - https://www.linkedin.com/in/dr-joshua-auyeung/
🤖Dev - Zeljko Kraljevic https://twitter.com/zeljkokr
The podcast 🎙️
🔊Spotify: https://podcasters.spotify.com/pod/show/devanddoc
📙Substack: https://aiforhealthcare.substack.com/
Hey! If you are enjoying our conversations, reach out, share your thoughts and journey with us. Don't forget to subscribe whilst you're here :)
🎞️ Editor- Dragan Kraljević https://www.instagram.com/dragan_kraljevic/
🎨Brand design and art direction - Ana Grigorovici https://www.behance.net/anagrigorovici027d
00:00 Highlights
01:10 Intro - where did prompt engineering go wrong?
4:10 what is prompt engineering fundamentally?
10:54 LLMs training data reflects prompt engineering
12:32 prompts are model dependent
14:02 prompts that make you think
18:26 combining expert and generalist medical models for doctors
19:49 Diagnostic reasoning prompts, is it interpretable?
26:55 can we find prompts more elegantly/ systematically ?
28:42 Will prompts become obsolete? Models that self discover prompts
31:09 Telephone operators and Prompt engineers - death of a profession
Refs
Prompt "hacks" (oh man) - https://learnprompting.org/docs/intermediate/chain_of_thought
Diagnostic prompt interpretability paper - https://www.nature.com/articles/s41746-024-01010-1
self - discover https://arxiv.org/abs/2402.03620
telephone operators - https://www.history.com/news/rise-fall-telephone-switchboard-operators
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