{
  "video_id": "2606.16629",
  "channel": "cs.CL",
  "title": "Islamic Large Language Models: From Knowledge Acquisition to Trustworthy and Hallucination-Resistant AI",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 1.5,
  "effective_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solide Domain-spezifische Umfrage mit klarem Reasoning-Framework (Retrieval, Verification, Citation-Awareness), aber primär NLP/Islamic-Domain-fokussiert, nicht Aria-Architektur-relevant; fehlt praktischer Code/Implementierungs-Tiefe.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018490000000000002,
  "triaged_at": "2026-06-16T15:00:55.362616+00:00"
}