Multimodal

From Compression to Constraint Discovery: Why VL-JEPA Succeeds Where Language Models Struggle

Language models trained on text learn how intelligence sounds, not how it works. VL-JEPA offers an alternative: predict continuous meaning rather than discrete tokens. Smaller model, better physical understanding. Constraint abstraction beats compression.