{
  "video_id": "29218dbbbf8018ac",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Authority Inversion in LLM-Mediated Ubiquitous Systems: When Models Trust Users Over Sensors",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "avg_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Novel geometric framework for diagnosing authority allocation failures in LLM fusion systems with concrete audit metrics (CIR, AAI) and inference-time intervention (GAC); directly relevant for multi-agent reliability and LLM observability.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0015609999999999999,
  "triaged_at": "2026-05-26T15:02:21.305246+00:00"
}