{
  "id": 13005972,
  "title": "ARC: A Reasoning Recipe for Robot Foundation Models",
  "url": "https://urgent.news/2026/10/08/arc-a-reasoning-recipe-for-robot-foundation-models",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-08T17:38:04.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.12386v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "The prevailing approach to improving robot foundation models (RFMs) relies on larger models, more robot demonstrations, and costly training at scale. We show that there exists an effective and efficient complementary approach: the right reasoning recipe can substantially improve the zero-shot task performance of existing state-of-the-art RFMs. We refer to this recipe as ARC. It consists of three…",
  "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."
}