Nvidia CEO Shows Three-Computer Framework for Robot AI in Berlin

Nvidia CEO Jensen Huang used a Berlin keynote on Wednesday, Oct. 21, to demonstrate a robotics workflow linking model training, simulation and computing on a physical machine, showing how the company’s framework connects three stages. Four Microducks joined Huang onstage. He described them as created on RTX Spark, trained in the cloud and taught in simulation. “This demo runs on three computers,” Huang said. A software agent helped create a simulated course, and a learned policy returned from cloud training for evaluation before physical deployment. The sequence gave a live example of a framework Nvidia first outlined Oct. 23, 2024, and updated Aug. 8, 2025. The concept predates the Berlin event; the Microduck project showed how its stages can connect in a demonstration.

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