4 sources healthy · latest episode 9 Nov 2026
opinion claim

The speaker says physics trains people to simplify systems through successive-order approximations and identify underlying patterns in noisy observations, a way of thinking he considers broadly applicable across industry.

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

In their words

The transcript segments this claim was taken from

“understanding that there are there's a first order approximation that describes most of the system but then there's a second order third order fourth order terms that may or may not be present and the idea that you're observing like a very noisy system but actually there's like these fundamental frequencies that you can abstract away like when a physicist walks into the class and they say oh assume there's a spherical cow and dot dot dot and everyone laughs at that but actually is brilliant it's a brilliant thinking that's very generalizable across the industry because”
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The speaker says physics trains people to simplify systems through … · Savlar