{
  "video_id": "CBaLU0dDEY8",
  "channel": "stanfordonline",
  "title": "Stanford CS153 Frontier Systems | Andreas Blattmann from Black Forest Labs on Visual Intelligence",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "avg_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solid frontier insights on visual intelligence & multimodal learning philosophy, but lacks concrete architecture/engineering details relevant to Aria's systems focus.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005142,
  "triaged_at": "2026-05-15T15:06:22.379586+00:00"
}