# Open-world AI: a Tale of Three Requirements

**Published:** October 16, 2026
**Author:** Jianyu Zhang, L\'eon Bottou
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/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…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.20782)

**Tags:** #arXiv

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