# ARIA: Runtime Inspection and Amendment for Multi-Agent Systems

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 16 қазан
**Author:** Bolin Shen, Yushun Dong
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/articles/aria-runtime-inspection-and-amendment-for-multi-agent-systems

arXiv:2610.20780v1 Announce Type: new Abstract: In LLM-based multi-agent systems (MAS), a local mistake can propagate as other agents build on it, turning a correctable error into a failed task. Diagnosing completed runs or repeatedly re-executing them to search for corrections…

> Материал бастапқы дереккөзден алынған: **arXiv — cs.AI**
> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2610.20780)

**Тегтер:** #arXiv

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