{
  "video_id": "2b1deb9986a93cab",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Life After Benchmark Saturation: A Case Study of CORE-Bench",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Rigorous multi-dimensional agent evaluation framework beyond accuracy saturation; directly applicable to Aria's eval-design and observability needs.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001702,
  "triaged_at": "2026-06-26T15:02:09.057821+00:00"
}