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I Took Laya's "Calibrated RL" Apart. It's Cross-Entropy With Extra Steps.

This story is from 2026-09-26. It is preserved in the archive; the latest stories are on the live feed.

Laya's README reports a raw ECE of 0.466 on the typed-decisions benchmark before temperature scaling. The method it's named for - Reinforcement Learning for Calibrated Decisions - is supposed to be what makes those probabilities mean something. So I went looking for the RL term's contribution. I fo…

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  1. 2026-09-26 14:39 · DEV Community — AI
    I Took Laya's "Calibrated RL" Apart. It's Cross-Entropy With Extra Steps.

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