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News/Diagnosing Correctness Probes under Self-Judgement Confounding
arxiv
PublishedJuly 21, 2026 at 4:00 AM
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Diagnosing Correctness Probes under Self-Judgement Confounding

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arXiv:2607.16799v1 Announce Type: new Abstract: Hidden-state readouts can predict whether language-model outputs are correct, but objective correctness (OC) usually agrees with the model's own self-judgement (SJ), leaving the decoded signal semantically ambiguous. We construct conflict cases in whic

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