{
  "video_id": "F3LSnaGJ_zU",
  "channel": "neurosplashtelugu",
  "title": "23. Masked Self Attention Explained in Telugu | Transformer Architecture | Part - 7",
  "scores": {
    "depth": 2,
    "novelty": 0,
    "aria_relevance": 1,
    "production_ready": 0
  },
  "avg_score": 0.75,
  "verdict": "skip",
  "one_line_reason": "Solid pedagogical explanation of masked self-attention mechanics (depth+), but zero novelty (standard transformer material), minimal Aria relevance, and no production/engineering value.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.00281,
  "triaged_at": "2026-05-22T03:06:58.184218+00:00"
}