From Portraits to Pathology: Probing Diagnostic Overreach in Vision-Language Models.

arXiv:2609.05540v2 Announce Type: replace-cross Abstract: Many medical conditions require clinical assessment of symptoms, history, and functioning rather than judgments from appearance. We study whether vision-language models (VLMs) abstain from facial attrib