{
  "video_id": "8eaYuwnDRU4",
  "channel": "latentspacetv",
  "title": "Midtraining Bridges Pre & Posttraining Paper Club: AI in Action 25 Feb 2026",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "avg_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solid paper club discussion on mid-training phase methodology (good depth/novelty for LLM training) but limited direct relevance to Aria's multi-agent, eval, and memory architecture concerns; mostly theoretical insights without production engineering patterns.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0066879999999999995,
  "triaged_at": "2026-05-12T00:30:04.473960+00:00"
}