{
  "video_id": "2607.05936",
  "channel": "cs.LG",
  "title": "Mitigating Errors in LLM-Generated Web API Invocations via Retrieval-Augmented Generation and Constrained Decoding",
  "scores": {
    "depth": 3,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Systematische empirische Evaluation zweier komplementärer Techniken (RAG + Constrained Decoding) zur Reduktion von LLM-Fehlern bei API-Code-Generation mit realen Benchmarks und klaren Trade-offs.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001803,
  "triaged_at": "2026-07-08T15:00:57.105570+00:00"
}