RoboticsMachine Learning6 min reading time

Physical AI Is Coming: When AI Stops Generating Content And Starts Acting On The World

Forbes
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Nvidia introduced new open AI models at CES 2026 that enable robots to perceive, understand, and act in the physical world using vision-language-action (VLA) architecture. These robots can adapt to new objects and tasks with minimal human input, marking a shift from generative AI to physical AI with real-world consequences. This technology is already being deployed in manufacturing settings, allowing virtual training before real-world application.

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