{
  "video_id": "01dc53e925dfa475",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Scaling Participation in Modular AI Systems",
  "scores": {
    "depth": 2,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 1
  },
  "junk_penalty": 1,
  "avg_score": 2.25,
  "effective_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Direkt relevant fuer Multi-Agent-Komposition und modulare Brain-Architektur; starke empirische Claims mit messbaren Benchmarks, aber Implementierungs-Details fehlen.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001719,
  "triaged_at": "2026-06-09T15:02:34.672748+00:00"
}