{
  "video_id": "2607.06532",
  "channel": "cs.LG",
  "title": "GraphBU: MILP Instance Generation with Graph-Native Block Units",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 0,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 1.25,
  "effective_score": 1.25,
  "verdict": "skip",
  "one_line_reason": "Solide MILP-Generator-Methode mit graph-theoretischer Novelty, aber keine Multi-Agent/LLM-Architektur-Relevanz für Aria; technisch sauber, aber spezialistisch.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001788,
  "triaged_at": "2026-07-08T15:01:08.491821+00:00"
}