{
  "video_id": "e0f0a2c2e7baa3e4",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Position: Let's Develop Data Probes to Fundamentally Understand How Data Affects LLM Performance",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Starke konzeptionelle Neuheit und Tiefe in Data-Probing-Methodologie, aber noch Position Paper ohne praktische Implementierung; relevant für LLM-Engineering und Eval-Setup, aber nicht unmittelbar produktiv einsetzbar.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001422,
  "triaged_at": "2026-05-22T15:01:25.009385+00:00"
}