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arXiv — cs.AI

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MeshHeal: Two-Timescale Self-Healing for Gray Failures in Decentralized LLM Agent Networks

arXiv:2609.29015v1 Announce Type: new Abstract: Decentralized LLM-based multi-agent systems coordinate through local interactions, but an agent can remain responsive while its task-solving quality persistently degrades. Such gray failures require protecting current tasks before…

arXiv — cs.AIBy: Keru Chen, Sen Lin, Yingbin Liang, Nathaniel D. Bastian, Shaofeng ZouSeptember 25, 2026 (Sep 25)
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  • arXiv:2609.29015v1 Announce Type: new Abstract: Decentralized LLM-based multi-agent systems coordinate through local interactions, but an agent can remain responsive while its task-solving quality persistently degrades
  • Such gray failures require protecting current tasks before…
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MeshHeal: Two-Timescale Self-Healing for Gray Failures in Decentralized LLM Agent Networks

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