{
  "video_id": "fa5e05f952882a74",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 3.0,
  "effective_score": 3.0,
  "verdict": "promote",
  "one_line_reason": "Industrial-scale LLM/VLM system architecture mit konkreten Multi-Agent-Patterns (S2D), Self-Evolution, Human-AI Collaboration und bewiesenen Production-Metriken (94.2% precision, 37% quality improvement) – direktes Aria-Pattern-Match für Observability, Engineering, Memory-Design und Cost-Optimierung",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.002144,
  "triaged_at": "2026-06-29T15:00:56.093739+00:00"
}