His work on reinforcement learning and embodied agents is part research, part startup, and all about learning by doing.

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For these reasons — ethical, legal, technical, and social — the statement “AI should advise. Humans should decide.” is not merely a slogan; it must be an operational rule for deploying AI responsibly.

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