Robot policies already show emergent capability: one transferred a skill from its right hand to its left with no such example anywhere in its training data.

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Our reading — they may agree, disagree or merely touch the same thing. Closest first: a shared subject counts for most, then how near the wording is.

• Once a robot is good enough, you can teach it with words instead of with demonstrations, and language becomes a training signal for motor skill. SLSergey Levine12 Sept 2025similar wording
• A robot going down a wrong path is not producing training data; the efficient move is for a human to intervene and show the recovery. CFChelsea Finn12 Aug 2026similar wording
• Emergent abilities come from generalisation turning compositional, not merely from a training set containing a lot of stuff. SLSergey Levine12 Sept 2025similar wording
• Robotics will improve the rest of AI rather than the other way round, because embodiment is what teaches a model which parts of the world matter. SLSergey Levine12 Sept 2025similar wording
• Reinforcement learning only works once a model already knows something, which is why robots must be pre-trained by imitation first. SLSergey Levine12 Sept 2025similar wording

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