Aligning MLLMs with the Latent Structure of Human Cognition via Behavior-Derived Semantic Dimensions.

arXiv:2610.41951v1 Announce Type: cross Abstract: Multimodal Large Language Models (MLLMs) have achieved impressive performance across a wide range of reasoning tasks, yet it remains unclear whether their internal representations and decision criteria align wi