{
  "id": 625086,
  "title": "Test-Time Self-Evolving GUI Visual Grounding via Reflection-Guided On-Policy Self-Distillation",
  "url": "https://urgent.news/2026/08/11/test-time-self-evolving-gui-visual-grounding-via-reflection-guided-on",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-11T17:50:25.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.11191v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "GUI Visual Grounding is a fundamental capability for GUI agents. Existing models typically freeze their parameters after deployment, limiting their ability to adapt to unseen interfaces. Although recent methods attempt to adapt models via test-time reinforcement learning, they cannot reflect upon failed exploration. To overcome this, we propose a Test-Time Self-Evolving framework that enables…",
  "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."
}