
Moving Atoms
World Model Lab for Evaluating and Training Robots.
YC Summer 2026Hard TechRoboticsVirtual RealityAI
About Moving Atoms
Moving Atoms is building world models trained on internet scale video: models that accurately predict physical interactions and are conditioned on robot actions. Our first model, Atom 1, already tops the Physics IQ benchmark. An exceptional world model is what makes an exceptional robot model possible, and that's phase two. LLMs were unlocked by the trillions of text tokens sitting free on the internet. We believe robotics gets unlocked a similar way, by the latent physics information in online video content.
Founders


Shehryar Saroya
Founder
Founder at Moving Atoms (YC S26). Previously AI @ TikTok (Core Recomendation Algorithm). Maths @ Oxford.