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The Standing Open Problems

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State

The field's own named open problems are checkable against owned mechanisms — scarce-data learning, causality, embodied common sense, preference elicitation, and the synthetic-media arms race.

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For most pairs of diseases, no patient on Earth has both — no pile can teach that interaction, and expert knowledge must re-enter.

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Acting on the world requires knowing what would happen if — which observation alone cannot supply.