{
  "id": 5240714,
  "title": "Measurement-Driven Sub-Network Selection for On-Premise Retrieval-Augmented Factory Agents",
  "url": "https://urgent.news/2026/09/02/measurement-driven-sub-network-selection-for-on-premise-retrieval",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-02T16:00:05.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.02760v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "On-premise assistants can give factory workers conversational access to machine documentation, but models capable of the task rarely fit shop-floor hardware. We show that after structural compression and retrieval-grounded adaptation, model size is no longer a reliable predictor of adapted answer quality: general capability falls almost linearly with parameter count, while judged…",
  "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."
}