{
  "video_id": "2606.04557",
  "channel": "cs.IR",
  "title": "Cartridges at Scale: Training Modular KV Caches over Large Document Collections",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Tiefgreifende technische Innovation zu Memory-Kompression und Multi-Agent-Effizienz (KV-Cache-Komposition) mit starkem Aria-Fit (Memory-Design, Cost-Optimierung, LLM-Distribution); Skalierungsansatz löst echte Produktionsprobleme.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018,
  "triaged_at": "2026-06-04T15:02:03.715254+00:00"
}