{
  "video_id": "2607.08497",
  "channel": "cs.AI",
  "title": "Cognitive-structured Multimodal Agent for Multimodal Understanding, Generation, and Editing",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 3.0,
  "effective_score": 3.0,
  "verdict": "promote",
  "one_line_reason": "Architekt-Level Multi-Agent-Design mit expliziter Memory-Struktur, messbaren Ablationen (8B>32B), Code+Harness; direkt relevant fuer Aria Brain-Patterns und observability.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.00191,
  "triaged_at": "2026-07-10T15:00:39.122139+00:00"
}