WM-VLM: Probing Internal World Models for Interleaved Visual-Textual Reasoning
WM-VLM is introduced, which equips a pretrained VLM with a lightweight world model branch for generating intermediate visual states and suggests that internal world models offer a promising path toward VLMs that reason in both language and visual space.