What Makes Video World Model Latents Action-Relevant: Prediction over Reconstruction.

arXiv:2606.07687v2 Announce Type: replace-cross Abstract: Video world models are increasingly used to provide predictive visual representations, yet it remains unclear which pretraining signals induce action-relevant structure in their latent spaces. We study