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NVIDIA's Cosmos 3 release is less a robot-demo flex than a practical test of whether physical AI teams can move from videos and benchmarks into reproducible models, datasets, post-training, and deployment plumbing.
Gemini Robotics and Gemini Robotics-ER bring multimodal reasoning to robots. The lesson isn't that a robot butler is arriving tomorrow, but that embodied AI leaves no room for demo theater.