{
  "video_id": "2606.02458",
  "channel": "cs.AI",
  "title": "Beyond One-shot: AI Agents for Learning in Field Experiments",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Multi-Agent DIKW-Reasoning mit Tool-Augmentation in echter Field-Experiment-Scale (693k visits); zeigt Agent-Learning-Loop + Theory-Audit-Pattern; hohe Aria-Relevance fuer Agent-Architecture & Eval-Setup.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001568,
  "triaged_at": "2026-06-02T15:00:19.747000+00:00"
}