Testing NVIDIA Cosmos: Accurate Trajectories but Fails Object Counting

MaziyarPanahi · x · 2026-08-09

A developer created a mini-game using NVIDIA's open-source Physical AI model, Cosmos, to test its capabilities. The setup involves asking the model to predict the next 3 seconds of footage, rolling the actual video, and letting the model grade its own performance.

The test revealed that while Cosmos accurately predicted the motion of jets, it failed at basic object counting—predicting six jets when there were only four. The demo was run locally on a Mac Studio using MLX and SAM 3.1.

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