{
  "video_id": "690c2148e9bf7afe",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "CSTutorBench: Benchmarking Small Language Models as Tutors for Block-Based Programming",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 1.75,
  "effective_score": 1.75,
  "verdict": "summary_only",
  "one_line_reason": "Solide Benchmark-Arbeit mit pädagogischem Rigor für SLMs, aber begrenzte Relevanz für Aria-Kernthemen (keine Multi-Agent-, Memory-, oder Observability-Patterns); Evals-Setup ist interessant aber domain-spezifisch.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001926,
  "triaged_at": "2026-07-08T15:01:58.157039+00:00"
}