Prior Directions: Separating Geometric Identification from Behavioral Efficacy in Visual Revision

Weile Gong, Zijian Lu, Mingcai Chen +3

Vision-language models can remain anchored to stale verbal priors even when current visual evidence supports a different answer. We use this controlled revision failure to ask whet…