{
  "id": 1008,
  "url": "https://arxiv.org/abs/2606.15712v1",
  "title": "Odds Law: The Decomposition Algebra On How Intelligence Organizes Itself to Solve Difficult Problems Reliably",
  "summary": "We ask a structural question: given unreliable elementary problem-solvers, what organizations of them solve hard problems reliably, and what are the limits? We develop a $decomposition~algebra$: elementary solvers are morphisms in a stochastic category, and four combinators (sequential composition, parallel ensembling, verification gating, and recursive reduction) generate the space of compound solvers. We equip this algebra with two homomorphisms, a $reliability$ valuation into the ordered mono",
  "authors": "Hidayet Aksu",
  "category": "research",
  "topics": "regulation,finance-investment",
  "orgs": null,
  "regions": null,
  "published_at": "2026-06-14T09:53:11.000Z",
  "fetched_at": "2026-07-14T14:14:59.012Z",
  "source_slug": "arxiv-ethics",
  "source_name": "arXiv",
  "source_homepage": "https://arxiv.org",
  "ethics_ai_record_url": "https://ethics.ai/record/1008",
  "original_url": "https://arxiv.org/abs/2606.15712v1",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}