{
  "video_id": "T-MusIIayAE",
  "channel": "weightsbiases",
  "title": "Accelerate LLM post training with W&B Serverless SFT ",
  "scores": {
    "depth": 1,
    "novelty": 0,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "avg_score": 1.25,
  "verdict": "summary_only",
  "one_line_reason": "Product demo with practical SFT+RL workflow relevance but shallow technical insights, no novel concepts, heavy vendor messaging.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.003184,
  "triaged_at": "2026-05-15T15:01:52.324323+00:00"
}