{
  "video_id": "aac6d32cc4a4a280",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Accelerating Returns and the Qualitative Engine for Science",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 0
  },
  "junk_penalty": 1,
  "avg_score": 1.25,
  "effective_score": 0.75,
  "verdict": "skip",
  "one_line_reason": "Theoretischer Framework zu Kurzweil + QES mit interessanter Kritik (qualitative vs. quantitative Reasoning), aber niedrige Aria-Relevanz (kein Agent-Design, Memory, Engineering), keine Code/Implementierung, und leichte Hype-Tendenzen (AGI-Framing ohne technische Substanz).",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.002033,
  "triaged_at": "2026-06-26T15:02:36.618502+00:00"
}