{
  "id": 645290,
  "title": "Agentic reliability and evaluations : Enterprises that got burned by a bad eval are the most likely to remove humans from the loop, not the least",
  "url": "https://urgent.news/2026/08/12/agentic-reliability-and-evaluations-enterprises-that-got-burned-by-a",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-12T07:30:00.000Z",
  "source": {
    "name": "VentureBeat",
    "slug": "venturebeat",
    "url": "https://venturebeat.com/resources/agentic-reliability-and-evaluations-enterprises-that-got-burned-by-a-bad-eval-are-the-most-likely-to-remove-humans-from-the-loop-not-the-least"
  },
  "original_language": "en",
  "account": null,
  "summary": "Across 108 enterprises, trust in automated agent evaluation rose sharply in July — and the failure rate it is supposed to predict did not move at all. The share of organizations that fully trust automated evaluation nearly tripled, from 5% in June to 13%, and the complaint that evaluations don’t match real-world outcomes fell 10 points. Yet the same share as last month — just under half — shipped…",
  "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."
}