{
  "video_id": "2607.08601",
  "channel": "cs.CL",
  "title": "It Takes a MAESTRO To Prune Bad Experts",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Novel MoE pruning via Markov-chain routing models with strong empirical validation; highly relevant for LLM distribution & efficiency, though implementation details light.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0016489999999999999,
  "triaged_at": "2026-07-10T15:01:02.441827+00:00"
}