{
  "video_id": "2607.00972",
  "channel": "cs.AI",
  "title": "Bayesian Uncertainty Propagation for Agentic RAG Pipelines: A Proof-of-Concept Study on Multi-Hop Question Answering",
  "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 Bayesian uncertainty propagation for multi-stage agentic pipelines with principled eval metrics (AUROC/AUARC/ECE/Brier); directly addresses Aria observability, failure-mode detection, and multi-agent reliability—novel approach with honest limitations acknowledged.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001878,
  "triaged_at": "2026-07-02T15:00:05.563361+00:00"
}