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Vibe Agent Making Blog · Aug 9, 2026

Test-Time Compute, Five Ways

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A small model given time to think can beat one fourteen times its size. There are at least five ways to spend that inference compute, they form a ladder, and the rungs are not interchangeable: which one wins depends on how hard the question is, and whether you can check the answer.

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