{
  "video_id": "dfb849f9eab9cb2a",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Mutation Without Variation: Convergence Dynamics in LLM-Driven Program Evolution",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 2.25,
  "effective_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Rigorous empirical study revealing fundamental convergence pathology in LLM-driven mutation—high-value insight for evolutionary program synthesis and multi-agent exploration design.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0017,
  "triaged_at": "2026-06-06T15:00:50.980366+00:00"
}