{
  "video_id": "R11ESdfVX64",
  "channel": "machinelearningstreettalk",
  "title": "Why Humans Are Still Powering AI [Sponsored] - Phelim Bradley",
  "scores": {
    "depth": 1,
    "novelty": 1,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "avg_score": 1.0,
  "verdict": "skip",
  "one_line_reason": "Sponsored product pitch about human data labeling infrastructure; lacks technical depth, architectural insights, or relevance to Aria's multi-agent systems and engineering patterns.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.004933999999999999,
  "triaged_at": "2026-05-12T01:24:10.576753+00:00"
}