High Signal Podcasts Evidence ledger
Method
Browse
← Back to evidence

Evidence receipt / uncertainty

Published · transcript-backed

Andrej Karpathy: uncertainty

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

“In terms of learning, I don’t know that I necessarily found something that I learned from it.”

— Andrej Karpathy

Source trail

Everything needed to verify it.

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

Transcript context

…We can see the sleep deprivation that went into the… It’s trying to be the simplest complete repository that covers the whole pipeline end-to-end of building a ChatGPT clone. So you have all of the steps, not just any individual step, which is a bunch. I worked on all the individual steps in the past and released small pieces of code that show you how that’s done in an algorithmic sense, in simple code. But this handles the entire pipeline. In terms of learning, I don’t know that I necessarily found something that I learned from it. I already had in my mind how you build it. This is just the process of mechanically building it and making it clean enough so that people can learn from it and that they find it useful. What is the best way for somebody to learn from it? Is it to just delete all the code and try to reimplement from scratch, try to add modifications to it?…

Stored transcript either side of the excerpt. The highlighted words are the published quote; the surrounding text is unedited source, never generated.

Search evidence