{
  "video_id": "a33b5ed0d9f52b3a",
  "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
  },
  "avg_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Rigorous pre-deployment verification framework for enterprise AI agents with ontology-grounded scenario generation, regulatory validation across 5 industry-regime cells, and machine-verifiable trust certificates—directly addresses Aria eval-setup, safety certification, and production-readiness gaps.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018809999999999999,
  "triaged_at": "2026-06-04T15:02:57.741676+00:00"
}