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Andrej Karpathy: belief

17 Oct 2025 Dwarkesh Podcast Andrej Karpathy — AGI is still a decade away

“You just take all the course materials and then I think you could serve a very good automated TA for the student when they have more basic questions or something like that.”

— Andrej Karpathy

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Everything needed to verify it.

Speaker
Andrej Karpathy
Attribution
Verified speaker
Claim type
belief
Recorded
17 Oct 2025
Publisher
Dwarkesh Podcast

Transcript context

…When you imagine what is available through Eureka in a couple of years, it seems like the big bottleneck is going to be finding Karpathys in field after field who can convert their understanding into these ramps. It would change over time. Right now, it would be hiring faculty to help work hand-in-hand with AI and a team of people probably to build state-of-the-art courses. Over time maybe some of the TAs can become AIs. You just take all the course materials and then I think you could serve a very good automated TA for the student when they have more basic questions or something like that. But I think you’ll need faculty for the overall architecture of a course and making sure that it fits. So I see a progression of how this will evolve. Maybe at some future point I’m not even that useful and AI is doing most of the design much better than I could. But I still think that’s going to take some time to play out. Are you imagining that people who have expertise in other fields are then contributing courses, or do you feel like it’s quite essential to the vision that you, given your understanding of how you want to teach, are the one designing the content? Sal Khan is narrating all the videos on Khan Academy. Are you imagining something like that?…

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