Allegory of the Cave: Measurement-Grounded Vision-Language Learning

Kepeng Xu, Li Xu, Gang He +1

Vision-language models typically reason over post-ISP RGB images, although RGB rendering can clip, suppress, or quantize sensor evidence before inference. We study whether groundin…