{
  "video_id": "2605.28646",
  "channel": "cs.CL",
  "title": "MaskClaw: Edge-Side Personalized Privacy Arbitration for GUI Agents with Behavior-Driven Skill Evolution",
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    "novelty": 2,
    "aria_relevance": 3,
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  "one_line_reason": "Edge-side privacy arbitration für GUI-Agents mit behavior-driven skill evolution direkt relevant für Aria's Multi-Agent-Safety und Memory-Design; starke aria_relevance überschreitet Threshold.",
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  "triaged_at": "2026-05-28T15:00:38.318189+00:00"
}