{
  "id": 3868815,
  "title": "LAAF: A Layered Accountability Architecture Framework for LLM Applications",
  "url": "https://urgent.news/2026/08/27/laaf-a-layered-accountability-architecture-framework-for-llm",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-27T13:18:26.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.27102v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Large Language Models (LLMs) operate in hospitals, courtrooms, banks, and public service desks, where fluent, confident outputs are treated as authoritative even when ungrounded or incorrect. When such an output contributes to harm, who is answerable, and through what mechanisms can responsibility be traced, explained, and acted upon? Following PRISMA guidance, five databases were searched from…",
  "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."
}