Vision-Language Model Confidence Is Not a Property of the Answer

Reza Khanmohammadi, Erfan Miahi, Ivan Brugere +4

Vision-language models are increasingly deployed behind a confidence gate: the system reads how confident the model is in its answer and defers when confidence is low. This makes t…