{
  "video_id": "36882b3f3d3dff0c",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "MemToolAgent overview with a simple restaurant booking scenario where the agent retrieves similar memories, receives feedback on an invalid time format, and generates a reflection to update its memory",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.25,
  "effective_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Konkrete Memory-Architektur für Multi-Agent-Tool-Use mit Reflection-Loop und empirischen Benchmarks; direkt relevant für Aria's Memory-Design und Agent-Patterns.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0017900000000000001,
  "triaged_at": "2026-06-09T15:02:48.413042+00:00"
}