{
  "video_id": "2607.05968",
  "channel": "cs.CL",
  "title": "InfluMatch: Frontier-Quality KOL Search at 4B-Model Cost",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 3.0,
  "effective_score": 3.0,
  "verdict": "promote",
  "one_line_reason": "Praktisches Multi-Stage-Cascade-Pattern mit rigorosen Evaluationen, konkreten Cost-Trade-offs und überraschender Fine-Tuning-Inversion; direkt relevant für Aria's Small-Model-Distribution und Engineering-Principles.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001947,
  "triaged_at": "2026-07-08T15:00:46.438047+00:00"
}