{
  "id": 4777367,
  "title": "One note in three: a verified census of three deployed AI scribes, and the instrument that counted it",
  "url": "https://urgent.news/2026/08/31/one-note-in-three-a-verified-census-of-three-deployed-ai-scribes-and",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-31T16:00:27.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.31017v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Ambient AI scribes draft clinical notes under the reassurance that a clinician signs every note. We audited three commercial AI scribes on the same 142 consultations: 565 notes from recorded UK primary-care and US ambulatory encounters plus authored scenarios. Twelve discovery passes proposed 13,678 candidate errors; the 5,898 clearing an importance filter went to an adversarial panel of two…",
  "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."
}