# Knowing Whom to Trust is not Enough: The Trust--Agreement Gap in Repeated Multi-Party LLM Negotiation

**Published:** October 26, 2026
**Author:** Amit Sarker, Moumita Choudhury, Saaduddin Mahmud, Shlomo Zilberstein
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/knowing-whom-to-trust-is-not-enough-the-trust-agreement-gap-in-repeated

arXiv:2610.31971v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly participate in negotiations on behalf of individuals and organizations, yet they remain vulnerable to manipulation, particularly in repeated multi-party interactions. Classical…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.31971)

**Tags:** #arXiv

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