{
  "id": 10351535,
  "title": "Multi-agent Scaling Across Disjunctive and Compensatory Tasks",
  "url": "https://urgent.news/2026/09/25/multi-agent-scaling-across-disjunctive-and-compensatory-tasks",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-25T17:29:15.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.31563v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Multi-agent LLM systems are often expected to improve as team size increases, yet the scaling behavior may depend on task structure. Our central contribution is to introduce Steiner's taxonomy of group tasks as a framework for analyzing multi-agent LLM scaling and focusing the analysis on disjunctive and compensatory tasks. We model independently sampled agents as conditionally independent given…",
  "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."
}