{
  "id": 13858722,
  "title": "RATED: Reliability-Aware AI Agent Tool Retrieval via Execution Dynamics",
  "url": "https://urgent.news/2026/10/09/rated-reliability-aware-ai-agent-tool-retrieval-via-execution-dynamics",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-09T17:38:11.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.13889v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "As AI agents increasingly rely on external tools, accurate retrieval is essential for reliable behavior. Existing methods optimize semantic relevance but largely ignore tool availability during execution. To address this gap, we propose RATED (Reliability-Aware Tool Retrieval via Execution Dynamics), a retrieval framework that combines robust semantic matching with dynamic reliability adaptation.…",
  "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."
}