Mechanistic Interpretability

Physics in Generative Models

Probing and steering what video generation models internally represent about physics.

FPS: Frames, Physics, and Steering – Probing and Controlling Physical Observables in Video Diffusion Models

Do video diffusion models know physics? Probing their activations for velocity, momentum, and gravity — and steering them.

Oct 10, 2026 9:30 AM — 10:00 AM Copernicus Science Centre, Hall B

Jonas Kneifl