{
  "video_id": "2607.02459",
  "channel": "cs.CL",
  "title": "Language Models as Measurement Apparatus for Culture",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 0
  },
  "junk_penalty": 0,
  "avg_score": 1.25,
  "effective_score": 1.25,
  "verdict": "skip",
  "one_line_reason": "Theoretisch solide Kritik an LLM-Messpraxis und kulturellen Biases, aber zu grundsätzlich/philosophisch für Aria's Engineering-Ziele (Multi-Agent-Patterns, Memory, Cost-Optimierung); keine Code/Workflow-Implementierung.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0017980000000000001,
  "triaged_at": "2026-07-03T15:00:54.261730+00:00"
}