NVIDIA Researchers Introduce Physis-Lang: Self-Evolving Physical Language That Lifts Cosmos 3 Past Veo 3.1 on Physics Benchmarks

- NVIDIA, MIT, and Oxford just dropped Physis-Lang, teaching video models to actually respect physics instead of letting balls pass through walls like bad blockchain security. Cosmos 3 now beats Veo 3.1 on benchmarks by using self-evolving captions that explain *why* butter melts, not just that it does. It’s basically a PoD seal for reality, ensuring the simulation doesn’t glitch out when you try to spend your Dogecoin. The team even distilled the expensive GPT-5.5 logic into local Qwen3-VL models, slashing API costs from $24K to pocket change. Finally, AI that understands gravity might help us stop buying rugs that defy the laws of thermodynamics. Where's my cut?