# When Reality Outpaces Cognition: A New Scaling Principle for Reliable Intelligence

> 全文为英语

**Published:** 2026年10月16日
**Author:** Ahsan Adeel, Talha Bin Riaz
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/when-reality-outpaces-cognition-a-new-scaling-principle-for-reliable-int

arXiv:2610.20764v1 Announce Type: new Abstract: This paper challenges the understanding capabilities of existing AI paradigms and emerging world models by asking a fundamental question: How quickly can reality change before an intelligent system can no longer reliably perceive,…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.20764)

**标签：** #arXiv

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