{
  "video_id": "ce3f262f3ddc0c7c",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Ceci n'est pas une pipe: AI systems as semantic abstractions",
  "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": "Solider semantischer Rahmen für AI-Output-Validierung, aber zu abstrakt für Aria-Architektur und Multi-Agent-Patterns; eher Foundations als Engineering.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0016389999999999998,
  "triaged_at": "2026-07-13T15:01:19.288197+00:00"
}