Moving Atoms Lab's Atom 1 Tops DeepMind Physics Benchmark Using Video Training

ycombinator · x · 2026-08-18

Moving Atoms, a new AI lab from TikTok and Oxford University, has unveiled Atom 1. The model utilizes world models trained on internet-scale video to accurately predict physical interactions and condition on robot actions.

Atom 1 has outperformed leading models, including NVIDIA's Cosmos 3, on DeepMind's Physics-IQ benchmark. The lab aims to solve robotics challenges through video-based world models.

Related event: MovingAtoms Releases World Model Atom 1, Topping DeepMind Physics Benchmark(2 posts)→

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