{
  "video_id": "2607.02513",
  "channel": "cs.AI",
  "title": "LACUNA: A Testbed for Evaluating Localization Precision for LLM Unlearning",
  "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": "Groundbreaking eval framework für LLM-Unlearning mit rigoroser Parameter-Level-Localization; direkt relevant für Safety/Observability in Multi-Agent-Systemen, aber Implementierungs-Details fehlen.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001831,
  "triaged_at": "2026-07-03T15:00:34.720521+00:00"
}