请问HN：您是如何在日常工作流程中使用多智能体人工智能系统的？
我们已经运行了一个由13个代理组成的系统（PAI家族）几个月了——这些代理专注于研究、金融、内容、战略、批评、心理学等领域。它们相互协作、争论，有时还会在我们的预测市场上进行对赌。
我很好奇其他人正在构建什么。你们是否也在运行多个AI代理？哪些架构有效？哪些则失败得非常惨烈？
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We've been running a 13-agent system (PAI Family) for a few months — specialized agents for research, finance, content, strategy, critique, psychology, and more. They collaborate, argue, and occasionally bet against each other on our prediction market.<p>Curious what others are building. Are you running multiple AI agents? What architectures work? What fails spectacularly?