{
  "video_id": "2605.30274",
  "channel": "cs.AI",
  "title": "Loong: A Human-Like Long Document Translation Agent with Observe-and-Act Adaptive Context Selection",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Multi-Agent Observe-and-Act Pattern mit adaptive Memory-Selection (3E) und RL-Optimierung direkt relevant fuer Aria Brain-Architektur; Code verfügbar.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0013909999999999999,
  "triaged_at": "2026-05-29T15:00:34.158927+00:00"
}