Frozen in a Frame: The Velocity Blind Spot in JEPA World Models

Published in ArXiv preprint, 2026

This work identifies the velocity blind spot in single-frame JEPA world models and introduces a lightweight latent decomposition that makes motion explicitly recoverable.