{
  "id": 11083812,
  "title": "EviRover: Reinforcing Agentic Perception Beyond a Glance",
  "url": "https://urgent.news/2026/09/30/evirover-reinforcing-agentic-perception-beyond-a-glance",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-30T17:30:09.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.40230v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Visual perception is conventionally formulated as a one-shot prediction from a single glance at the image, under the assumption that the image content and the model's parametric knowledge suffice to resolve the query. This assumption often fails in real-world scenarios that hinge on fine-grained visual details or require knowledge-intensive and up-to-date information. We term such cases…",
  "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."
}