{
  "video_id": "2605.30233",
  "channel": "cs.AI",
  "title": "Do Language Models Track Entities Across State Changes?",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Mechanistische Analyse von Entity-Tracking in LLMs mit neuen Insights zu State-Management und Failure-Modes; hohe aria_relevance fuer Memory-Design und LLM-Verstaendnis, aber begrenzt direkt umsetzbar.",
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  "cost_usd": 0.001516,
  "triaged_at": "2026-05-29T15:00:45.786820+00:00"
}