Machine Heart

Apr 3, 2026 · Artificial Intelligence

Physion-Eval Reveals Why Visually Realistic AI Videos Still Miss Physical Reality

Physion-Eval, a new benchmark with nearly 11,000 expert‑annotated video clips, shows that most current AI‑generated videos look realistic but frequently violate basic physics, and that even top multimodal models fail to reliably detect these physical errors.