{
  "id": 5472089,
  "title": "Speak for Me: Giving LLMs the Situational Awareness to Participate in a Meeting",
  "url": "https://urgent.news/2026/09/03/speak-for-me-giving-llms-the-situational-awareness-to-participate-in",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-03T14:38:09.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.03923v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "In online meeting delegation, LLM agents fail to recognize when to speak. With no structured way to track stances, coverage, and floor, they miss the moments where they should contribute. Prompt-only delegates stay silent on 51.4% of the absent participant's talking opportunities on the AMI corpus. We present CAPA (Collaborative Agent Predictive Architecture), an architecture for online meeting…",
  "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."
}