{
  "id": 9676798,
  "title": "SEEK: Skill-Routed Evaluation with Evolvable Knowledge for Industrial Search",
  "url": "https://urgent.news/2026/09/24/seek-skill-routed-evaluation-with-evolvable-knowledge-for-industrial",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-24T13:39:14.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.29803v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Search quality evaluation provides essential supervision and diagnostic signals for the development and iteration of industrial search systems. Although large language models (LLMs) offer a scalable alternative to manual assessment, reliable automatic evaluation remains challenging: users experience search results at the page level, while the applicable evaluation criteria are multi-dimensional…",
  "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."
}