{
  "video_id": "cb3d682c2aeba9db",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "A Three-Phase Foundation Model for Tax-Aware Personalized Portfolio Management",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.5,
  "effective_score": 2.5,
  "verdict": "promote",
  "one_line_reason": "Tiefgreifendes RL-System mit starken technischen Innovationen (Ticker-Generalisierung, MoE-Routing, LoRA-Personalisierung); hohe Novelty durch Foundation-Model-Fusion und Tax-Aware-Objectives; substanzielle Architektur-Insights fuer Multi-Expert-Patterns, obwohl Financial-Domain-Spezifik die Aria-Re",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.002142,
  "triaged_at": "2026-07-01T15:02:31.022344+00:00"
}