{
  "video_id": "2607.01012",
  "channel": "cs.LG",
  "title": "Generative Model Proposal based Particle Filtering for Data Assimilation",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 1.75,
  "effective_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Solide ML-Forschung (Particle Filtering + Generative Models), aber niche-spezifisch für Data Assimilation; geringe direkte Relevanz für Aria Multi-Agent/Brain-Architektur, kein Production-Code erkennbar.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001852,
  "triaged_at": "2026-07-02T15:01:23.548726+00:00"
}