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arXiv — cs.AI

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Open-world AI: a Tale of Three Requirements

arXiv:2610.20782v1 Announce Type: new Abstract: The closed world asks AI for specialized competence and lets it manufacture the iid data its theory assumes: a fixed criterion licenses collecting examples until the task is covered. The open world asks for versatility --- taking…

arXiv — cs.AIBy: Jianyu Zhang, L\'eon BottouOctober 16, 2026 (Oct 16)
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  • arXiv:2610.20782v1 Announce Type: new Abstract: The closed world asks AI for specialized competence and lets it manufacture the iid data its theory assumes: a fixed criterion licenses collecting examples until the task is covered
  • The open world asks for versatility --- taking…
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Open-world AI: a Tale of Three Requirements

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