4 sources healthy · latest episode 9 Nov 2026
opinion claim

Andrej Karpathy prefers learning that produces a reward through accomplishing a task.

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

In their words

The transcript segments this claim was taken from

“I had a small tweet about this actually so like learning things on demand is pretty nice learning depth wise I do feel like you need a bit of alternation of learning depth wise on demand you're trying to achieve a certain project that you're going to get a reward from and learning breath wise which is just oh let's do whatever one-on-one and here's all the things you might need which is a lot of school there's a lot of breath wise learning like oh trust me you'll need this later you know that kind of stuff like okay I trust you I'll learn it because I guess I need it but I love the kind of learning where you actually get a reward”
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