{
  "video_id": "2607.08161",
  "channel": "cs.CL",
  "title": "SQuaD-SQL: Efficient Text-to-SQL with Small Language Models via LLM-Guided Knowledge Distillation",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.0,
  "effective_score": 2.0,
  "verdict": "promote",
  "one_line_reason": "Solide Knowledge-Distillation-Arbeit fuer Text-to-SQL mit praktischem Wert, aber keine Aria-spezifischen Multi-Agent/Memory/Observability-Insights; kein Junk, aber auch keine High-Impact-Novelty.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001866,
  "triaged_at": "2026-07-10T15:01:09.173644+00:00"
}