{
  "video_id": "ahSGtlufEEE",
  "channel": "arizeai",
  "title": "Google TUMIX AI Agent Paper, Explained By Its Author",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Google TUMIX Paper von Autor erklärt: Multi-Agent Test-Time Scaling mit diverser Agent-Ensemble + iterativer Verfeinerung, direkt relevant für Aria Multi-Agent-Patterns und Observability; saubere Argumentation mit Experimental-Nachweis.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.007221,
  "triaged_at": "2026-06-15T02:02:49.081269+00:00"
}