{
  "video_id": "2606.26997",
  "channel": "cs.LG",
  "title": "RolloutPipe: Overlapping Pipelined Rollout and Training in Disaggregated On-Policy LLM Reinforcement Learning",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Hochrelevante Disaggregated-RL-Architektur mit konkretem Pipelining-Design für on-policy LLM-Training; starke Engineering-Contribution für Aria-Skalierung, faktenbasiert mit messbaren Improvements.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.00198,
  "triaged_at": "2026-06-26T15:00:57.090667+00:00"
}