{
  "video_id": "2607.01065",
  "channel": "cs.LG",
  "title": "GSRQ: Gain-Shape Residual Quantization for Sub-1-bit KV Cache",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Technisch rigorose Lösung für KV-Cache-Kompression mit substanziellem Empirical-Gain (22pp); starke Relevanz für LLM-Deployment-Effizienz und Memory-Optimization, aber Implementierungs-Details fehlen für sofortigen Einsatz.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0019470000000000002,
  "triaged_at": "2026-07-02T15:01:05.622876+00:00"
}