Dwarkesh Podcast

Ilya Sutskever — We're moving from the age of scaling to the age of research

Dienstag, 25. November 2025 · 1 h 36

MP3

Shownotes

Ilya & I discuss SSI’s strategy, the problems with pre-training, how to improve the generalization of AI models, and how to ensure AGI goes well.
Watch on YouTube (youtu.be/aR20FWCCjAs); read the transcript (dwarkesh.com/p/ilya-sutskever-2).
Sponsors
* Gemini 3 (gemini.google) is the first model I’ve used that can find connections I haven’t anticipated. I recently wrote a blog post on RL’s information efficiency, and Gemini 3 helped me think it all through. It also generated the relevant charts and ran toy ML experiments for me with zero bugs. Try Gemini 3 today at gemini.google
* Labelbox (labelbox.com/dwarkesh) helped me create a tool to transcribe our episodes! I’ve struggled with transcription in the past because I don’t just want verbatim transcripts, I want transcripts reworded to read like essays. Labelbox helped me generate the exact data I needed for this. If you want to learn how Labelbox can help you (or if you want to try out the transcriber tool yourself), go to labelbox.com/dwarkesh
* Sardine (sardine.ai/dwarkesh) is an AI risk management platform that brings together thousands of device, behavior, and identity signals to help you assess a user’s risk of fraud & abuse. Sardine also offers a suite of agents to automate investigations so that as fraudsters use AI to scale their attacks, you can use AI to scale your defenses. Learn more at sardine.ai/dwarkesh
To sponsor a future episode, visit dwarkesh.com/advertise.
Timestamps
() – Explaining model jaggedness
() - Emotions and value functions
() – What are we scaling?
() – Why humans generalize better than models
() – SSI’s plan to straight-shot superintelligence
() – SSI’s model will learn from deployment
() – How to think about powerful AGIs
() – “We are squarely an age of research company”
() – Self-play and multi-agent
() – Research taste

This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit dwarkesh.com?utm_medium=podcast&utm_campai…

0:00 / 0:00