World Model Interpretability: From Decoding Representations to Understanding Latent Worlds.

arXiv:2610.25296v1 Announce Type: cross Abstract: Emerging Joint-Embedding Predictive Architectures (JEPAs) are moving beyond representation learning towards latent world models that support prediction, planning, and control. Yet their latent worlds naturally