{
  "video_id": "2607.08757",
  "channel": "cs.LG",
  "title": "Score Accuracy Along the Forward Diffusion Does Not Certify Numerical Stability in Diffusion Sampling",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 2.0,
  "effective_score": 2.0,
  "verdict": "summary_only",
  "one_line_reason": "Tiefgreifende theoretische Analyse mit starkem Novelty-Wert (Lücke zwischen Forward-Marginal-Error und Sampling-Stabilität), aber niedrige praktische Relevanz für Aria's Multi-Agent/Memory/Distribution-Ziele und limitierte Engineering-Anwendbarkeit.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001941,
  "triaged_at": "2026-07-10T15:01:29.717549+00:00"
}