{
  "video_id": "fbae5b31bee3eef4",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Prefill Awareness in Large Language Models",
  "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": "Hochrelevante empirische Studie zu kritischem Eval-Confound (Prefill-Awareness) bei frontier Models mit rigoroser Methodik, starkem Safety-Impact und direktem Engineering-Erkenntnisgewinn; saubere Argumentation ohne Hype.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001902,
  "triaged_at": "2026-06-12T15:02:14.657641+00:00"
}