Test: Maxing reasoning_effort does not guarantee correct answers

zainhas · x · 2026-08-28

A tweet warns developers that setting the reasoningeffort parameter to 'ultramax' does not guarantee the model will get more answers correct, suggesting that higher reasoning resource allocation doesn't directly equate to improved accuracy.

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