{
  "video_id": "08400ed4d6409810",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Communication-Efficient Digital-Twin Coordination for Heterogeneous LLM Embodied Agents over Computing Power Networks",
  "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": "State-of-the-art multi-agent coordination framework with concrete communication-efficiency gains (70x reduction), directly applicable to Aria's distributed LLM-agent architecture; clean technical contribution without hype.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018210000000000001,
  "triaged_at": "2026-07-13T15:01:07.785196+00:00"
}