{
  "id": 3875503,
  "title": "RedEvoAgent: Automatic Red-Teaming Agent with Experience-Driven Skill Evolution",
  "url": "https://urgent.news/2026/08/27/redevoagent-automatic-red-teaming-agent-with-experience-driven-skill",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-27T17:55:33.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.27439v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "LLM-based agents are increasingly deployed in product-level execution harnesses, where jailbreaks can trigger harmful tool use and persistent state changes, creating greater risks than unsafe text generation alone. Existing automatic red-teaming methods often rely on fixed attacks, while recent agentic attackers coordinate multiple jailbreak tools and show stronger potential through…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}