The Chinese University of Hong Kong

PhAI Labs, with The Chinese University of Hong Kong, University of Oxford, Stanford University, and Princeton University, has released JEPA-Anything, a cross-domain world model framework. Its orthogonal predictive decomposition (OPF) splits the target state into complementary subspaces, with separate prediction branches handling each. The team evaluated the model on visual, biological, clinical, control, molecular, physical-field, and weather systems. They report it outperforms standard JEPA on multiple prediction tasks and that internal factors yield scientific clues for cancer-cell intervention and analysis of planetary orbit regularities.