{
  "video_id": "226f2efea2ec8bc6",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Navigating User Behavior toward Personalized Multimodal Generation",
  "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 AIGC-Forschung mit dualer Encoding-Strategie, aber begrenzte Relevanz für Aria's Multi-Agent/Memory-Architektur; eher Anwendungs-Domain als System-Design.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001797,
  "triaged_at": "2026-06-24T15:02:37.436264+00:00"
}