{
  "video_id": "d85d1b5be47b3bea",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Diffusion Language Models: An Experimental Analysis",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 1.5,
  "effective_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solide empirische Analyse von Diffusion LMs mit systematischem Benchmark-Setup, aber begrenzte Relevanz fuer Aria-Architektur (keine Multi-Agent, Memory oder Observability Patterns) und geringe direkte Deployment-Guidance.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001873,
  "triaged_at": "2026-06-19T15:02:52.814581+00:00"
}