{
  "video_id": "f186b9623e2edd08",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Toward Pre-Deployment Assurance for Enterprise AI Agents: Ontology-Grounded Simulation and Trust Certification",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Rigorous pre-deployment verification framework with formal ontology-grounded scenarios, cross-LLM validation, and regulatory grounding—directly addresses Aria's eval-setup, safety certification, and multi-agent governance needs; empirically sound (Bonferroni-corrected, 1,800+ scenarios across 5 regu",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0020499999999999997,
  "triaged_at": "2026-06-05T15:01:29.136696+00:00"
}