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1 Pith paper cite this work, alongside 11 external citations. Polarity classification is still indexing.

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2026 1

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Tracing Uncertainty in Language Model "Reasoning"

cs.LG · 2026-05-08 · unverdicted · novelty 7.0

Uncertainty trace profiles from LM reasoning traces predict correct final answers with AUROC up to 0.807 and enable early error detection using only initial tokens.

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  • Tracing Uncertainty in Language Model "Reasoning" cs.LG · 2026-05-08 · unverdicted · none · ref 45

    Uncertainty trace profiles from LM reasoning traces predict correct final answers with AUROC up to 0.807 and enable early error detection using only initial tokens.