{
  "video_id": "d50fa80de5b9d9c2",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Neuro-Agentic Control: A Deep Learning-based LLM-Powered Agentic AI Framework for Controlling Security Controls",
  "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": "Novel safety-critical agentic architecture (LLM+Physics-grounded validation) with rigorous eval on industrial ICS; directly relevant to Aria's multi-agent+observability+safety patterns; zero junk markers.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001836,
  "triaged_at": "2026-07-13T15:00:41.901051+00:00"
}