Sholto Douglas & Trenton Bricken — How LLMs actually think

ℹ️ EPISODE INFO

Released

March 28, 2024

Duration

3h 13m

Channel

Dwarkesh Podcast

Watch on YouTube

▶ Open ↗

📝 EPISODE DESCRIPTION

Had so much fun chatting with my good friends Trenton Bricken and Sholto Douglas on the podcast. No way to summarize it, except:

• This is the best context dump out there on how LLMs are trained, what capabilities they're likely to soon have, and what exactly is going on inside them.
• You would be shocked how much of what I know about this field, I've learned just from talking with them.
• To the extent that you've enjoyed my other AI interviews, now you know why.

There's a transcript with links to all the papers the boys were throwing down - may help you follow along. 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊𝐒

• Transcript: https://www.dwarkeshpatel.com/p/sholto-douglas-trenton-bricken
• Spotify: https://open.spotify.com/episode/2dtDauiE4v8ldNRqPFq0uP?si=7S4n69QuTjeYz0lZwW4xIw
• Apple Podcasts: https://podcasts.apple.com/us/podcast/sholto-douglas-trenton-bricken-how-to-build-understand/id1516093381?i=1000650748087
• Trenton Bricken's twitter: https://twitter.com/TrentonBricken
• Sholto Douglas's twitter: https://twitter.com/_sholtodouglas

𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒 00:00:00 - Long contexts 00:17:04 - Intelligence is just associations 00:33:27 - Intelligence explosion & great researchers 01:07:44 - Superposition & secret communication 01:23:26 - Agents & true reasoning 01:35:32 - How Sholto & Trenton got into AI research 02:08:08 - Are feature spaces the wrong way to think about intelligence? 02:22:04 - Will interp actually work on superhuman models 02:45:57 - Sholto's technical challenge for the audience 03:04:49 - Rapid fire

🎤 SPEAKERS

• Narrator

  other

• Dwarkesh Patel

  host

• Trenton Bricken

  guest

• Sholto Douglas

  guest

🧾 EPISODE SUMMARY

In this episode of Dwarkesh Podcast, featuring Narrator and Dwarkesh Patel, Sholto Douglas & Trenton Bricken — How LLMs actually think explores inside LLM Minds: Context Windows, Features, and Future Superintelligence Dwarkesh Patel interviews Google’s Sholto Douglas and Anthropic’s Trenton Bricken about how large language models work internally, why long context windows matter, and what an “intelligence explosion” might actually look like from the perspective of frontier researchers.

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