{
  "video_id": "f1807d6fe0730d34",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Beyond Compilation: Evaluating Faithful Natural-Language-to-Lean Statement Formalization",
  "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 evaluation methodology for formal-statement faithfulness with novel compile-vs-semantic gap discovery; strong empirical design (2³ factorial) and human calibration; direct relevance to LLM reliability metrics and agent evaluation systems.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001895,
  "triaged_at": "2026-07-01T15:02:33.394512+00:00"
}