{
  "video_id": "81511f9a44cd2153",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "BEAMS: Benchmarking and Evaluating AI for Modeling and Simulation",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "avg_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Eval-Framework für LLM-basierte Modeling-Tools mit praktischen Benchmarks (causal translation, model iteration, conformance); aria_relevance >= 2 erfüllt Promote-Threshold.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001493,
  "triaged_at": "2026-05-29T15:01:49.901860+00:00"
}