{
  "video_id": "2606.30335",
  "channel": "cs.AI",
  "title": "BayesEvolve: Explicit Belief States for Autonomous Scientific Discovery",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
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  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Hochwertige Forschung zu expliziten Belief-States in autonomen Agenten mit direkter Relevanz für Multi-Agent-Memory-Design und LLM-Distribution; saubere Methodik, Ablations-Studien, messbarer Improvement—ideal für Aria-Architektur-Prinzipien.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001847,
  "triaged_at": "2026-06-30T15:00:41.890940+00:00"
}