{
  "id": 4544328,
  "title": "Fidelity Is Not Enough: Dispatch-Level Instrumentation for Agentic Datasheet Extraction",
  "url": "https://urgent.news/2026/08/28/fidelity-is-not-enough-dispatch-level-instrumentation-for-agentic",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-28T15:25:12.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.28439v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "One model passed our fidelity check without ever opening the datasheet. We found it while qualifying models for an internal extraction service: a structured-output constraint had silently disabled tool use, and the model answered anyway, with fabricated source text. Only the per-tool trace exposed it. Fidelity -- whether an extracted value matches the source -- is the standard measure for agentic…",
  "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."
}