{
  "video_id": "2606.17014",
  "channel": "cs.LG",
  "title": "Filtered Conformal Ellipsoids for Graph-Native Time Series",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 2.0,
  "effective_score": 2.0,
  "verdict": "summary_only",
  "one_line_reason": "Hochwertige theoretische Arbeit (Conformal Prediction + State-Space Filter + Graph-TS) mit rigoroser Analyse, aber zu spezialisiert für Aria-Ziele (kein Multi-Agent, Memory, LLM-Distribution, Brain-Architektur); Implementierungsergebnis gemischt.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.002039,
  "triaged_at": "2026-06-16T15:01:27.672960+00:00"
}