# Who May Overrule the Agent? Evidence-Gated Authority in LLM Review Institutions

**Published:** November 5, 2026
**Author:** Fuad Ali
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/who-may-overrule-the-agent-evidence-gated-authority-in-llm-review-instit

arXiv:2611.05390v1 Announce Type: new Abstract: Multi-agent language-model systems often add a reviewer to improve an upstream agent's decision. Yet a reviewer can both repair errors and replace decisions that were already correct. We study this as a problem of institutional…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2611.05390)

**Tags:** #arXiv #Mistral AI

---

*AI Qazaqstan — non-commercial informational portal about AI in Kazakhstan. Machine translations and summaries are AI-generated.*