arxiv
PublishedOctober 27, 2026 at 4:00 AM
Conviction Without Evidence: Verdict Stability Is Independent of Visual Grounding in Medical Vision--Language Models
Publisher summary· verbatim
arXiv:2610.34520v1 Announce Type: cross Abstract: Vision--language models applied to medical question answering can reach correct diagnoses without using the diagnostic image, inferring instead from the clinical vignette. We ask whether this is visible in how \emph{firmly} a model holds its answer:
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Originally published on arxiv ↗