{
  "id": 15838741,
  "title": "Agentic Ensemble with Vision-Language Models for Visual Anomaly Detection",
  "url": "https://urgent.news/2026/10/20/agentic-ensemble-with-vision-language-models-for-visual-anomaly",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-20T17:22:25.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.28560v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Visual anomaly detection aims to detect abnormal objects, while anomaly samples are often scarce during model training. Assembling multiple pretrained detectors can help by leveraging their transferable image scores and anomaly maps. However, most existing ensemble methods apply fixed fusion rules over saved predictions which struggle when pretrained detectors clearly disagree due to different…",
  "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."
}