{
  "video_id": "3392fef387fbc30b",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Beyond Forecasting: The Belief-to-Trade Layer in Prediction-Market Agents",
  "scores": {
    "depth": 2,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 1,
  "avg_score": 2.25,
  "effective_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Starke Novelty (erstes autonomes Trading-Agent-Framework), aber abstraktes Forecasting-Problem, nicht direkt auf Aria-Core-Patterns (Multi-Agent-Coordination, Memory, Distribution, Observability) anwendbar; leichte Hype-Tendenz ('first of its kind'), ansonsten substanzbasiert mit Code-Release.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.00183,
  "triaged_at": "2026-07-07T15:03:00.416828+00:00"
}