{
  "id": 15557458,
  "title": "PresenceBench: An Exploratory Evaluation of Large Language Model Adaptation to User State",
  "url": "https://urgent.news/2026/10/16/presencebench-an-exploratory-evaluation-of-large-language-model",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-16T15:33:04.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.23625v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Presence-aware intelligence is the capacity of an AI system's intelligence layer to adapt appropriately to the functional state of the person it serves (here readiness, flow, and stability) while preserving task quality and safety. We introduce PresenceBench, an instrument for measuring it. PresenceBench evaluates how the intelligence layer uses a supplied state, not how that state is sensed, and…",
  "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."
}