The Calibration Floor: format repair can masquerade as self-correction at small-to-mid scale
Read the original at arxiv.org→arXiv:2608.04355v1 Announce Type: new Abstract: Accuracy changes after language-model self-revision are usually interpreted as changes in reasoning. We show this can fail at the answer-extraction boundary, and test...
Original headline: "The Calibration Floor: Format Repair Can Masquerade as Self-Correction at Small-to-Mid Scale"
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- Aug 6, 04:00 UTC arXiv cs.CL lead source The Calibration Floor: Format Repair Can Masquerade as Self-Correction at Small-to-Mid Scale