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LessWrong25 min read

Uncertainty in the Verbalizable Workspace

Epistemic status: We found useful uncertainty signal in three reasoning models. All experiments were run on three seeds and are fully reproducible. Whether the same approach can become a broader tool for monitoring models is still an open question.

By Virginia CeccatelliLessWrong
Uncertainty in the Verbalizable Workspace

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Originally published by LessWrong on Oct 17, 2026.

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