{
  "video_id": "06cae15cd09e708d",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "UniScale: Adaptive Unified Inference Scaling via Online Joint Optimization of Model Routing and Test-Time Scaling",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "avg_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Novel unified framework für LLM-Inference-Scaling mit direkter Relevanz für Multi-Agent-Cost-Optimierung und adaptive Routing-Patterns; theoretischer Rahmen noch ohne Implementierungs-Details.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0014850000000000002,
  "triaged_at": "2026-06-01T15:01:00.770192+00:00"
}