Opinion: AI's Next Frontier Is the Physical World, Not the Chatbot

ingliguori · x · 2026-08-28

The author argues AI is moving beyond language into the physical world: Physical AI and world models use video, sensors and simulation to understand how reality behaves — predicting what happens next, reasoning about physical environments, simulating actions before executing them, and letting robots learn in virtual worlds first.

Citing NVIDIA's Cosmos and GR00T as flagship examples, the piece claims the shift reaches far beyond humanoid robots into manufacturing, logistics, construction, mobility and industrial automation. As AI moves from generating information to acting where mistakes have physical consequences, reliability, simulation, energy efficiency and safety all become far more critical — the next major AI platform may live inside a machine rather than a chatbot.

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