{
  "id": 18252115,
  "title": "MA-Mesh: Resilient Multi-Agent Collaboration via Role-based Self-Healing",
  "url": "https://urgent.news/2026/11/04/ma-mesh-resilient-multi-agent-collaboration-via-role-based-self",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-04T11:54:59.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2611.06389v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Effective collaboration in multi-agent systems requires mechanisms for coordination and adaptability in dynamic and uncertain environments. However, existing multi-agent systems rarely model resilience explicitly, instead relying on ad-hoc output correction that limits systematic, runtime management of robustness. In this work, we propose Multi-Agent Mesh (MA-Mesh), a framework that constructs a…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}