{
  "video_id": "ODvRuSy5loE",
  "channel": "deeplearningai",
  "title": "AI Dev 26 x SF | Andrew K.  Davies: Deterministic Memory: How to Build an AI That Cannot Lie",
  "scores": {
    "depth": 1,
    "novelty": 0,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "avg_score": 1.0,
  "verdict": "summary_only",
  "one_line_reason": "Starke aria_relevance durch Memory-Design + Agent-Identität; motivational aber wenig technische Tiefe; 8-Prinzipien-Framework (Identity, Reflection, Forgiveness, Ideas, Memory) direkt relevant für Multi-Agent-Patterns.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.007184,
  "triaged_at": "2026-05-23T15:00:50.421362+00:00"
}