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arXiv — cs.AI

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Who Speaks, Who Authorizes, Who Acts? Understanding Trust Boundaries in Multi-Agent LLMs

arXiv:2610.24298v1 Announce Type: new Abstract: Multi-agent LLM systems exchange messages before acting through tools, but message delivery, signing authority, and tool-side enforcement are separate trust boundaries. We represent them as communication, authorization, and…

arXiv — cs.AIBy: Junru Zhu, Xin Chen, Hang Lyu, Jiayue Meng, Muzi Li, Yifan Chen, Hengyi Huang, Yu Sun, Weiwei QiOctober 20, 2026 (2 days ago)
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  • arXiv:2610.24298v1 Announce Type: new Abstract: Multi-agent LLM systems exchange messages before acting through tools, but message delivery, signing authority, and tool-side enforcement are separate trust boundaries
  • We represent them as communication, authorization, and…
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Who Speaks, Who Authorizes, Who Acts? Understanding Trust Boundaries in Multi-Agent LLMs

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