{
  "id": 10839716,
  "title": "PrecogUI: Proactive GUI Agents via Pre-cognitive Simulation and Experience Retrieval",
  "url": "https://urgent.news/2026/09/29/precogui-proactive-gui-agents-via-pre-cognitive-simulation-and",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-29T07:41:34.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.36923v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Existing reactive Graphical User Interface (GUI) agents often fail in long-horizon, dynamic scenarios, where unexpected disturbances trigger attention-diverting and cascading failures. To address this, we propose PrecogUI, a pre-cognitive architecture that shifts the paradigm from reactive execution to proactive decision-making. Specifically, we design a Proactive Experience Pool (PEP), which…",
  "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."
}