{
  "video_id": "bb63b9f220d64c91",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Interference-Aware Multi-Task Unlearning",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "avg_score": 1.5,
  "verdict": "skip",
  "one_line_reason": "Machine Unlearning ist orthogonal zu Aria-Kernanliegen (Multi-Agent-Patterns, Memory, Observability); akademisches Paper ohne produktionsreife Implementation oder Multi-Agent-Kontext.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0013310000000000002,
  "triaged_at": "2026-05-22T15:01:39.232067+00:00"
}