{
  "video_id": "2605.28641",
  "channel": "cs.IR",
  "title": "Subtraction Gets You More: Gap-Aware Retrieval for Multimodal Multi-Hop QA",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "avg_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solide IR-Forschung mit novellem Gap-Aware-Ansatz für Multimodal-QA, aber limitierte Relevanz für Aria-Architektur (kein Multi-Agent, Memory, LLM-Dist, keine Engineering-Patterns für Brain-Scale)",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0015049999999999998,
  "triaged_at": "2026-05-28T15:01:15.806831+00:00"
}