arxivcs.CLcs.LG2026-07-18
Diagnosing Correctness Probes under Self-Judgement Confounding
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 which OC and SJ predict opposite…