{
  "video_id": "2607.02303",
  "channel": "cs.AI",
  "title": "A Hippocampus for Linear Attention: An Exact Memory for What the Recurrent State Forgets",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 2.25,
  "effective_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Theoretisch fundierte Neuerung in Linear-Attention mit biologisch inspirierten Memory-Mechaniken (Complementary Learning Systems); starke empirische Validierung, aber Implementation noch Research-Phase.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018110000000000001,
  "triaged_at": "2026-07-03T15:00:32.887715+00:00"
}