Robots are slow because the people teleoperating their training data were slow, so the only two ways out are faster data or a policy faster than its data.

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• A highly dynamic economy that cheaply mass-produces robots may increase rather than decrease the risk of Malthusian resource dilemmas. TCTyler Cowen1 Oct 2023robotics
• A humanoid robot is the wrong tool on a factory floor, because a machine specialised in the task beats it. MHMolson Hart6 Apr 2025robotics
• A physical AI agent has to be safe on day one, because you cannot ship something merely good enough and let users find the edge cases. DDDmitri Dolgov3 Aug 2026robotics
• A robot does not need video to remember the last hour: past a few seconds, memory can be a text summary of what happened. CFChelsea Finn12 Aug 2026robotics
• 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 2026robotics

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