{
  "video_id": "f4041b574b5fd2f0",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Multi-scale Mixture of World Models for Embodied Agents in Evolving Environments",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Novel multi-scale world model routing via experiential distance + scale-dependent forgetting directly addresses Aria's multi-agent memory & brain architecture needs; rigorous paper, limited impl. details.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001689,
  "triaged_at": "2026-07-02T15:02:28.337289+00:00"
}