{
  "video_id": "c3bb6d879d46c5e0",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "ARIADNE: Agnostic Routing for Inference-time Adapter DyNamic sElection",
  "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": "Training-free, adapter-agnostic routing framework directly addresses Aria's multi-agent dispatch & cost-optimization goals; strong technical novelty (centroid-based selection without internals access), rigorous eval on 44 tasks, zero junk markers.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001837,
  "triaged_at": "2026-06-18T15:03:45.103160+00:00"
}