{
  "id": 18229,
  "title": "MANTA: Multi-Agent Network Topology Adaptation for Self-Evolving Multi-Agent Systems",
  "url": "https://urgent.news/2026/07/30/manta-multi-agent-network-topology-adaptation-for-self-evolving-multi",
  "topic": "finance",
  "section": "Finance & Markets",
  "published": "2026-07-30T17:01:27.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2607.28527v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Large language model-based multi-agent systems improve complex problem solving through task decomposition, agent specialization, information exchange, and intermediate validation. However, existing systems typically treat communication topology as a fixed design choice or an offline optimization target. We introduce MANTA, a framework for Multi-Agent Network Topology Adaptation that enables…",
  "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."
}