{
  "video_id": "279759d2d745014b",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Which Pairs to Compare for LLM Post-Training?",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Theoretisch rigorose Analyse (Bounds, Information-Matrix) zur Pair-Selection in DPO mit direkter Relevanz fuer Post-Training-Effizienz; neue Sample-Design-Kriterien mit experimenteller Validierung.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001837,
  "triaged_at": "2026-06-19T15:03:19.130651+00:00"
}