{
  "video_id": "88a820c4ae9eeabd",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Janus: a Playground for User-Involved Agentic Permission Management",
  "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": "Systematische Erforschung von User-Permission-Patterns in Multi-Agent-Systemen mit Playground-Framework und empirischer Evaluation; direkt relevant für Aria's Agent-Governance und Cost-Control-Architektur.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001782,
  "triaged_at": "2026-07-03T15:02:02.226803+00:00"
}