World Modeling through Spectral Alignment.

arXiv:2610.15429v2 Announce Type: replace-cross Abstract: How do we tell a world model what information to preserve? We study this question through the lens of spectral representation learning. We introduce SpecWM, a JEPA framework that explicitly specifies de