{
  "video_id": "2606.04780",
  "channel": "cs.CL",
  "title": "PersonaTree: Structured Lifecycle Memory for Person Understanding in LLM Agents",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Multi-Agent Memory-Architecture mit Schema-Formation und expliziter Evidence-to-Claims-Abstraktion; hochrelevant fuer Aria Brain-Design, starke empirische Validierung, aber Impl.-Details fehlen.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001636,
  "triaged_at": "2026-06-04T15:01:24.373694+00:00"
}