{
  "video_id": "d3405dd9a1fdbd5b",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Object-Centric Environment Modeling for Agentic Tasks",
  "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": "Hochrelevantes Memory-Design-Pattern für Multi-Agent-Systeme: strukturierte, verifizierbare Knowledge-Bases statt freie Textmemories — direkt auf Aria-Brain-Architektur anwendbar.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001753,
  "triaged_at": "2026-07-07T15:02:44.592016+00:00"
}