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Possible: Training robots for a world they've never seen

On this week’s episode we’re excited to share an episode from our sister podcast Possible, a podcast that sketches out the brightest vision of the future.

Useful robots won’t be programmed one task at a time; they’ll need to adapt to unfamiliar objects, environments, and robot bodies. Physical Intelligence cofounder Chelsea Finn (named last month to the TIME100 AI list for 2026) joins Reid Hoffman and Aria Finger to explain how general-purpose robot models learn to act in the messy physical world. She explores why lower-quality training data can strengthen a model, what months of failed…

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