{
  "video_id": "4dec5da72b8fdfcf",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Progressive Autonomy as Preference Learning: A Formalization of Trust Calibration for Agentic Tool Use",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 1
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Formale Behandlung von Trust-Calibration für Agenten mit direktem Bezug zu Multi-Agent-Governance und Human-in-the-Loop-Patterns; theoretisch fundiert aber implementierungsfern.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0012530000000000002,
  "triaged_at": "2026-05-22T15:01:48.653881+00:00"
}