Vision-Language Models Integrate Conflicting Evidence Like Biased Bayesian Observers.

arXiv:2610.19407v1 Announce Type: cross Abstract: Vision-language models must reconcile conflicting text and images. Prior work has characterized the resulting behavior in terms of modality biases--e.g., a "blind faith in text"--but why preferences vary across