{
  "id": 5728847,
  "title": "Turning Domain Expertise into Multi-Dimensional Evaluation of Biomedical AI with Karenina",
  "url": "https://urgent.news/2026/09/04/turning-domain-expertise-into-multi-dimensional-evaluation-of",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-04T00:00:00.000Z",
  "source": {
    "name": "bioRxiv",
    "slug": "biorxiv",
    "url": "https://www.biorxiv.org/content/10.64898/2026.09.01.748513v1?rss=1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Language models and agents are increasingly used in biomedicine, but current benchmarks reward correct answers even when the underlying reasoning is flawed. Here we introduce Karenina, an open-source framework that turns expert knowledge into multi-dimensional evaluations of questions, conversations and autonomous agents. Illustrated in Question-Answer pairs, multi-turn conversations and…",
  "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."
}