{
  "video_id": "2606.26787",
  "channel": "cs.CL",
  "title": "AIGP: An LLM-Based Framework for Long-Term Value Alignment in E-Commerce Pricing",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Solide Multi-Agent-Pattern (LLM + RL-Reward-Model + DPO), klare Architektur, prodiktions-validiert; Neuheit moderat (LLM-as-optimizer nicht neu, aber Domain-Anwendung mit LTVE-Integration substanziell).",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018700000000000001,
  "triaged_at": "2026-06-26T15:00:41.711334+00:00"
}