{
  "video_id": "CSgjaC6y6Mk",
  "channel": "latentspacepod",
  "title": "⚡️ Reverse Engineering OpenAI's Training Data — Pratyush Maini, Datology",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "junk_penalty": 1,
  "avg_score": 1.75,
  "effective_score": 1.25,
  "verdict": "summary_only",
  "one_line_reason": "Solide empirische Beobachtungen zu Training-Data-Artefakten (Memorization, Seahorse-Emoji-Phänomen) mit guten investigativen Ansätzen, aber begrenzte actionable Insights für Aria-Engineering; hohe Relevanz für Data-Curation, aber schwache Umsetzbarkeit für System-Design.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.00861,
  "triaged_at": "2026-06-15T02:01:10.765476+00:00"
}