{
  "id": 17735898,
  "title": "Researcher-in-the-Loop Evolutionary Discovery of Entanglement-Assisted Quantum Code Families",
  "url": "https://urgent.news/2026/10/30/researcher-in-the-loop-evolutionary-discovery-of-entanglement",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-30T03:02:10.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.41183v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "LLM-guided program evolution can produce mathematical constructions, but validity, generality, and reproducibility require distinct evidence. We develop a researcher-in-the-loop discovery pipeline that combines program evolution, exact evaluation, mathematical generalization, certified nonexistence checks, and formal proof checking. We apply it to entanglement-assisted quantum error-correcting…",
  "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."
}