4 sources healthy · latest episode 9 Nov 2026
descriptive claim

For some tasks and jobs, demonstrations are easy to produce but turning them into products is very difficult.

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

In their words

The transcript segments this claim was taken from

“And I do think that for some kinds of tasks and jobs and so on,”
“there's a very large demo to product gap,”
“where the demo is very easy,”
“but the products are very hard.”
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