{
  "video_id": "2605.25943",
  "channel": "cs.LG",
  "title": "STaT: Resolving Shape Distortion in Non-Stationary Time Series via Tri-Modal Synergy",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "avg_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solide Multi-Modal-Architektur für Time-Series mit guter Novelty, aber schwache Aria-Relevanz (kein Agent-Pattern, Memory oder Observability) und begrenzte Production-Readiness ohne Code/Implementation-Details.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001438,
  "triaged_at": "2026-05-26T15:00:56.941512+00:00"
}