Hearsay: Vision-Language Medical Diagnoses Without an Image
Hearsay：无需图像的视觉-语言医学诊断
机构 * Carnegie Mellon University（卡内基梅隆大学） ； Amazon Web Services AI Native（亚马逊网络服务AI原生部门）
AI总结 该研究发现前沿视觉-语言模型在无图像时会基于人口统计学特征编造医学诊断，存在不同失败模式，提出需直接审计其结构化输出通道并将探针词敏感性作为核心评估维度。
Comments Peer-reviewed and presented at the 1st Workshop on Toward Trustworthy Vision-Language Models in the Wild (TrustVLM), co-located with ACM ICMR 2026, Amsterdam. Non-archival workshop. Reviews public on OpenReview. 5 pages, 2 figures
