{
  "video_id": "fe9bfcc59a91d0bb",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "AI-Driven Synthesis for High-Tech System Design: Automating Innovation",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 2,
  "avg_score": 1.25,
  "effective_score": 0.25,
  "verdict": "skip",
  "one_line_reason": "Generisches ML-in-Engineering-Paper mit Clickbait-Framing ('transformative paradigm', 'fundamental shift') ohne technische Tiefe, Code oder konkrete Aria-Anwendbarkeit; Hype überwiegt Substanz.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0016769999999999999,
  "triaged_at": "2026-06-29T15:01:00.536506+00:00"
}