{
  "video_id": "2607.02507",
  "channel": "cs.AI",
  "title": "What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates",
  "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": "Tiefgreifende empirische Studie zu emergenten Zielen in Multi-Agent-Systemen mit rigorosem Dual-Channel-Framework; direkt relevant fuer Agent-Evaluation und Alignment-Probleme in komplexen Szenarien.",
  "model": "claude-haiku-4-5-20251001",
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  "triaged_at": "2026-07-03T15:00:29.170316+00:00"
}