{
  "video_id": "2605.28433",
  "channel": "cs.CL",
  "title": "Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Hochrelevantes Multi-Agent-Framework mit starkem theoretischem Fundament (Contract-Preservation) und praktischer Umsetzung (SERO); direkt applicable fuer Aria Brain-Architektur und Role-Management.",
  "model": "claude-haiku-4-5-20251001",
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  "triaged_at": "2026-05-28T15:00:26.847560+00:00"
}