{
  "video_id": "fa9b00a4efa9b9f5",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Embeddings for Preferences, Not Semantics",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "avg_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solide theoretische Arbeit zu Embedding-Design mit neuer Perspektive (preferential vs. semantic similarity), aber begrenzte direkte Relevanz für Aria's Multi-Agent/Brain-Architektur und fehlende Implementierungs-Details.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001401,
  "triaged_at": "2026-05-14T11:54:45.434328+00:00"
}