{
  "id": 645291,
  "title": "Agent context layers: Enterprises governing their AI data are catching twice as many bad answers as the ones who aren't",
  "url": "https://urgent.news/2026/08/12/agent-context-layers-enterprises-governing-their-ai-data-are-catching",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-12T07:30:00.000Z",
  "source": {
    "name": "VentureBeat",
    "slug": "venturebeat",
    "url": "https://venturebeat.com/resources/agent-context-layers-enterprises-governing-their-ai-data-are-catching-twice-as-many-bad-answers-as-the-ones-who-arent"
  },
  "original_language": "en",
  "account": null,
  "summary": "Across 101 enterprises, the context feeding AI agents is failing often and repeatedly. Sixty-eight percent have traced a confident but wrong agent answer to missing or inconsistent business context in the past six months, and the single most common answer is not \"once\" but \"more than once.\" The counterintuitive part is which companies report it. Enterprises building or running a governed semantic…",
  "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."
}