{
  "video_id": "2606.04883",
  "channel": "cs.CL",
  "title": "Optimizing the Cost-Quality Tradeoff of Agentic Theorem Provers in Lean",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Concrete multi-agent cost-optimization pattern (data/control plane split, failure-signal routing) with empirical validation on formal reasoning—directly applicable to Aria's agent orchestration and cost-allocation challenges.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0016160000000000002,
  "triaged_at": "2026-06-04T15:01:09.048492+00:00"
}