{
  "video_id": "ck63uv6APBA",
  "channel": "latentspacepod",
  "title": "Goodfire AI’s Bet: Interpretability as the Next Frontier of Model Design — Myra Deng & Mark Bissell",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 1,
  "avg_score": 2.25,
  "effective_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Strong Aria-relevance (mechanistic interp, model steering, training-time control) but lacks technical depth—mostly founder pitch/vision talk without concrete methods, architecture details, or reproducible workflows.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.007184,
  "triaged_at": "2026-06-15T02:01:15.445253+00:00"
}