Savlar4 sources healthy · latest episode 15 Oct 2026
opinion claim

The speaker says the bitter lesson primarily concerns scaling and compute, but uses it as an approximate analogy for how harnesses quickly become outdated and change in unintuitive ways.

Thariq Shihipar · Claude Code’s Next Era — Thariq Shihipar, Anthropic · 29 Sept 2026

In their words

The transcript segments this claim was taken from

“yeah i mean i think that this is i think the bitter lesson is unintuitive you know i mean in terms of like i also like we're kind of misusing a little bit of the bitter lesson here where it's like it's more about like scaling and compute and stuff but like i think there is something where just like i think i use it as an approximation here to say that harnesses go out of date very quickly you know what i mean and like how but how they change is unintuitive you know and so like”
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