{
  "id": 7698710,
  "title": "Decomposition Buys Integrity, Not Yield",
  "url": "https://urgent.news/2026/09/15/decomposition-buys-integrity-not-yield",
  "topic": "finance",
  "section": "Finance & Markets",
  "published": "2026-09-15T17:04:09.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.17464v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Multi-agent systems split a task across a tree of agents and justify the split with folklore: smaller contexts, cleaner separation, parallelism. We ask what the split does to how much of what the leaves discover reaches the root. Model a decomposition as a tree in which an agent handed $b$ items keeps any one with probability $r(b)$. If $r(b)=1/b$, every tree delivers exactly one finding, for…",
  "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."
}