{
  "id": 10615511,
  "title": "FinAutoRubric: Expert-Guided Automatic Rubric Generation for Evaluating Financial Research Agents",
  "url": "https://urgent.news/2026/09/28/finautorubric-expert-guided-automatic-rubric-generation-for",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-28T17:55:06.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.35744v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Evaluating finance research agents requires rubrics that reflect expert standards and fix the values correct as of an information cutoff. Expert-reviewed finance benchmarks rely on fixed, per-item rubrics, which are costly to extend and cannot encode each institution's own standard. In FinAutoRubric, experts specify reusable evaluation guidance, while agents and code carry out query-specific…",
  "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."
}