Matthieu Labeau

SEP 4, 2026 · PREPRINT

Single-Query Black-Box Calibration Auditing via Logit Bias

arXiv

This is a methodological paper presenting a novel computational technique for auditing LLM calibration; it demonstrates feasibility of the approach but does not report validation against ground truth or clinical/practical outcomes.