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#344 – Noam Brown: AI vs Humans in Poker and Games of Strategic Negotiation

Lex Fridman Podcast

Conversations about science, technology, history, philosophy and the nature of intelligence, consciousness, love, and power. Lex is an AI researcher at MIT and beyond.

Noam Brown is a research scientist at FAIR, Meta AI, co-creator of AI that achieved superhuman level performance in games of No-Limit Texas Hold'em and Diplomacy. Please support this podcast by checking out our sponsors:
- True Classic Tees: https://trueclassictees.com/lex and use code LEX to get 25% off
- Audible: https://audible.com/lex to get 30-day free trial
- InsideTracker: https://insidetracker.com/lex to get 20% off
- ExpressVPN: https://expressvpn.com/lexpod to get 3 months free

EPISODE LINKS:
Noam's Twitter: https://twitter.com/polynoamial
Noam's LinkedIn: https://www.linkedin.com/in/noam-brown-8b785b62/
webDiplomacy: https://webdiplomacy.net/
Noam's papers:
Superhuman AI for multiplayer poker: https://par.nsf.gov/servlets/purl/10119653
Superhuman AI for heads-up no-limit poker: https://par.nsf.gov/servlets/purl/10077416
Human-level play in the game of Diplomacy: https://www.science.org/doi/10.1126/science.ade9097

PODCAST INFO:
Podcast website: https://lexfridman.com/podcast
Apple Podcasts: https://apple.co/2lwqZIr
Spotify: https://spoti.fi/2nEwCF8
RSS: https://lexfridman.com/feed/podcast/
YouTube Full Episodes: https://youtube.com/lexfridman
YouTube Clips: https://youtube.com/lexclips

SUPPORT & CONNECT:
- Check out the sponsors above, it's the best way to support this podcast
- Support on Patreon: https://www.patreon.com/lexfridman
- Twitter: https://twitter.com/lexfridman
- Instagram: https://www.instagram.com/lexfridman
- LinkedIn: https://www.linkedin.com/in/lexfridman
- Facebook: https://www.facebook.com/lexfridman
- Medium: https://medium.com/@lexfridman

OUTLINE:
Here's the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time.
(00:00) - Introduction
(05:37) - No Limit Texas Hold 'em
(09:30) - Solving poker
(22:40) - Poker vs Chess
(29:18) - AI playing poker
(1:02:46) - Heads-up vs Multi-way poker
(1:13:37) - Greatest poker player of all time
(1:17:10) - Diplomacy game
(1:27:01) - AI negotiating with humans
(2:09:26) - AI in geopolitics
(2:14:11) - Human-like AI for games
(2:20:12) - Ethics of AI
(2:24:26) - AGI
(2:28:25) - Advice to beginners

Noam Brown is a research scientist at FAIR, Meta AI, co-creator of AI that achieved superhuman level performance in games of No-Limit Texas Hold’em and Diplomacy. Please support this podcast by checking out our sponsors: 
– True Classic Tees: <a href="https://trueclassictees.com/lex">https://trueclassictees.com/lex</a> and use code LEX to get 25% off 
– Audible: <a href="https://audible.com/lex">https://audible.com/lex</a> to get 30-day free trial 
– InsideTracker: <a href="https://insidetracker.com/lex">https://insidetracker.com/lex</a> to get 20% off 
– ExpressVPN: <a href="https://expressvpn.com/lexpod">https://expressvpn.com/lexpod</a> to get 3 months free
EPISODE LINKS: 
Noam’s Twitter: <a href="https://twitter.com/polynoamial">https://twitter.com/polynoamial</a> 
Noam’s LinkedIn: <a href="https://www.linkedin.com/in/noam-brown-8b785b62/">https://www.linkedin.com/in/noam-brown-8b785b62/</a> 
webDiplomacy: <a href="https://webdiplomacy.net/">https://webdiplomacy.net/</a> 
Noam’s papers: 
Superhuman AI for multiplayer poker: <a href="https://par.nsf.gov/servlets/purl/10119653">https://par.nsf.gov/servlets/purl/10119653</a> 
Superhuman AI for heads-up no-limit poker: <a href="https://par.nsf.gov/servlets/purl/10077416">https://par.nsf.gov/servlets/purl/10077416</a> 
Human-level play in the game of Diplomacy: <a href="https://www.science.org/doi/10.1126/science.ade9097">https://www.science.org/doi/10.1126/science.ade9097</a>
PODCAST INFO: 
Podcast website: <a href="https://lexfridman.com/podcast">https://lexfridman.com/podcast</a> 
Apple Podcasts: <a href="https://apple.co/2lwqZIr">https://apple.co/2lwqZIr</a> 
Spotify: <a href="https://spoti.fi/2nEwCF8">https://spoti.fi/2nEwCF8</a> 
RSS: <a href="https://lexfridman.com/feed/podcast/">https://lexfridman.com/feed/podcast/</a> 
YouTube Full Episodes: <a href="https://youtube.com/lexfridman">https://youtube.com/lexfridman</a> 
YouTube Clips: <a href="https://youtube.com/lexclips">https://youtube.com/lexclips</a>
SUPPORT & CONNECT: 
– Check out the sponsors above, it’s the best way to support this podcast 
– Support on Patreon: <a href="https://www.patreon.com/lexfridman">https://www.patreon.com/lexfridman</a> 
– Twitter: <a href="https://twitter.com/lexfridman">https://twitter.com/lexfridman</a> 
– Instagram: <a href="https://www.instagram.com/lexfridman">https://www.instagram.com/lexfridman</a> 
– LinkedIn: <a href="https://www.linkedin.com/in/lexfridman">https://www.linkedin.com/in/lexfridman</a> 
– Facebook: <a href="https://www.facebook.com/lexfridman">https://www.facebook.com/lexfridman</a> 
– Medium: <a href="https://medium.com/@lexfridman">https://medium.com/@lexfridman</a>
OUTLINE: 
Here’s the timestamps for the episode. On some podcast players you should be able to click the timestamp to jump to that time. 
(00:00) – Introduction 
(05:37) – No Limit Texas Hold ’em 
(09:30) – Solving poker 
(22:40) – Poker vs Chess 
(29:18) – AI playing poker 
(1:02:46) – Heads-up vs Multi-way poker 
(1:13:37) – Greatest poker player of all time 
(1:17:10) – Diplomacy game 
(1:27:01) – AI negotiating with humans 
(2:09:26) – AI in geopolitics 
(2:14:11) – Human-like AI for games 
(2:20:12) – Ethics of AI 
(2:24:26) – AGI 
(2:28:25) – Advice to beginners

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#344 – Noam Brown: AI vs Humans in Poker and Games of Strategic Negotiation

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