{
  "id": 1606,
  "url": "https://news.mit.edu/2026/llms-help-robots-understand-vague-instructions-and-focus-key-details-0626",
  "title": "LLMs help robots understand vague instructions and focus on key details",
  "summary": "To help robots do chores in places like homes and factories, a new approach from MIT uses one language model to clarify users’ instructions, then another to ignore irrelevant info.",
  "authors": "Alex Shipps | MIT CSAIL",
  "category": "news",
  "topics": "agents-autonomy",
  "orgs": null,
  "regions": null,
  "published_at": "2026-06-26T13:00:00.000Z",
  "fetched_at": "2026-07-14T16:04:12.223Z",
  "source_slug": "mit-news",
  "source_name": "MIT News",
  "source_homepage": "https://news.mit.edu",
  "ethics_ai_record_url": "https://ethics.ai/record/1606",
  "original_url": "https://news.mit.edu/2026/llms-help-robots-understand-vague-instructions-and-focus-key-details-0626",
  "evidence_status": "source-only",
  "attribution": "via ethics.ai"
}