{
  "video_id": "419fc5ba78a091d5",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "POLAR-Bench: A Diagnostic Benchmark for Privacy-Utility Trade-offs in LLM Agents",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Novel diagnostic benchmark for privacy-utility tradeoffs in LLM agents with strong relevance to agent alignment, multi-agent interaction patterns, and practical privacy evaluation—directly addresses Aria's multi-agent architecture challenges.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001321,
  "triaged_at": "2026-05-22T15:01:44.696115+00:00"
}