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Evolutionary Generation of Multi-Agent Systems
用进化算法自动生成多智能体系统，为复杂AI协作架构提供全新设计范式。
arXiv:2602.06511v3 Announce Type: replace Abstract: Large language model (LLM)-based multi-agent systems (MAS) show strong promise for complex reasoni…
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Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs
不再是优化提示词，而是进化攻击方法本身：一篇提出用进化算法自动合成LLM越狱攻击的论文，攻防研究者必读。
arXiv:2511.12710v2 Announce Type: replace Abstract: Automated red teaming frameworks for Large Language Models (LLMs) have become increasingly sophist…