{
  "video_id": "2606.02240",
  "channel": "cs.CL",
  "title": "AgentRedBench: Dynamic Redteaming and Integration-Aware Defense for LLM Agents over SaaS Integrations",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "avg_score": 3.0,
  "verdict": "promote",
  "one_line_reason": "Concrete multi-agent safety benchmark with 24 integrations, dynamic redteaming methodology, production-ready guard model (2.4% ASR vs 69.9% baseline); directly addresses tool-use agent vulnerabilities in enterprise SaaS scenarios.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.00158,
  "triaged_at": "2026-06-02T15:00:30.946208+00:00"
}