{
  "video_id": "pcAtJDBO3hw",
  "channel": "openai",
  "title": "Customer Ignite Talk: Ravneet Shah (CTO, Allica Bank) & OpenAI",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 1.75,
  "effective_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Solid practitioner case study with useful org/deployment patterns, but lacks technical depth, novel insights, or architectural details relevant to multi-agent systems design.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.004843,
  "triaged_at": "2026-06-18T15:02:34.623120+00:00"
}