research
New world model architecture maintains 3D consistency across extended video generation
Researchers have introduced PERSIST, a new world model paradigm that explicitly represents 3D environment state rather than learning 3D consistency implicitly from video data. The approach maintains persistent spatial memory and geometric consistency across extended generation horizons, addressing a core limitation of existing interactive video models that lack explicit 3D representations.