Hotz: Current machine learning models are 1,000x less data efficient than humans
George Hotz · Weekly Recap: Elon's Starship Explodes, OpenAI's Defense Contract, Nvidia's Robots, We Test Cluely · Jun 21, 2025 · at 2:13:41
George Hotz, founder of Tiny Corp and comma.ai, discusses simulation-to-real transfer and data efficiency limits in robotics and AI.
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“Like current machine learning algorithms, like a thousand X less data efficient than humans. So yeah, you need a thousand X more data, right? If a human can learn something in one example, or 10 examples, the computer is going to need a thousand or 10,000.”
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