{
  "video_id": "re-18gil_ec",
  "channel": "openai",
  "title": "Win through AI powered products: Conor Spicer, Solutions Engineer, OpenAI",
  "scores": {
    "depth": 1,
    "novelty": 0,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 2,
  "avg_score": 0.75,
  "effective_score": 0.0,
  "verdict": "skip",
  "one_line_reason": "Sales-driven product demo without technical depth, reasoning chains, or novel insights; heavy engagement-bait framing ('Win through AI', adoption metrics) masks lack of architectural/engineering substance relevant to Aria's multi-agent patterns and observability goals.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.004179,
  "triaged_at": "2026-06-18T15:02:32.498603+00:00"
}