{
  "video_id": "2606.09705",
  "channel": "cs.LG",
  "title": "When Do Local Score Models Extrapolate Across Size? A Diagnostic Theory and Benchmark",
  "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": "Theoretisch fundierte ML-Forschung (Diffusion Models, Score-basierte Generierung) mit starken formalen Beitraegen, aber orthogonal zu Aria-Multi-Agent-/Brain-Architektur-Zielen; keine direkten Engineering-Anwendungen.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001836,
  "triaged_at": "2026-06-09T15:01:18.189764+00:00"
}