返回 X 名人动态

让 Claude 组织智能体团队研究历史谜团

中文全文 · AI 翻译
推文 1 / 3

让 Claude Projects 如此有趣的是,它非常擅长处理智能体团队,你与一个主要的协调智能体对话,它会启动专家智能体。基本上,它会创建一个组织来解决你的问题,根据你的偏好混合使用昂贵和廉价的智能体。

例如,我在 Claude Projects 中让 Fable 选择一些著名的历史谜团,让它尝试解决。它启动了研究智能体,根据它能访问的数据选择了这些谜团,然后启动了十八个独立的线程,每个线程各有一个智能体专注于一个谜团。然后每个线程又启动了额外的智能体(模拟雪崩、破解代码),在总结这些内容并将它们传递给更多智能体进行撰写,以及另一组怀疑论者智能体进行事实核查。它花了一整天时间来完成这项工作,由中央协调智能体组织这一切。

如果你喜欢历史谜团,这些结果会很有趣。它们也只是为了好玩,当然不是权威的或保证无误的(但它们也大多合理且基于文献)。

原文链接

Ethan Mollick 的原推文配图 1
原推文配图 · 查看来源
Ethan Mollick 的原推文配图 2
原推文配图 · 查看来源
Ethan Mollick 的原推文配图 3
原推文配图 · 查看来源
推文 2 / 3

注意事项:我没有从 AI 实验室拿一分钱,也自己支付账户费用,但是在早期访问期间,token 没有限制,所以我无法谈论成本。

另外,我曾在历史领域发表过同行评审的论文,但对于 AI 选择的这些主题,我只是一个感兴趣的业余爱好者。

推文 3 / 3

这里是开源仓库,包括所有研究笔记和公共领域源文件(附带 AI 所参考的受版权保护源文件列表):https://github.com/emollick/historical_fun

对照原文

What makes Claude Projects so interesting is that it handles teams of agents really well, you talk to a main orchestrator agent and it spins up specialists. Basically it creates an organization to solve your issue, mixing expensive and cheap agents depending on your preferences. For example, I asked Fable in Claude Projects to select famous historical mysteries that it could try to resolve. It initiated research agents, selected the mysteries based on data it could access, and spun up eighteen separate threads, each with an agent each focused on one mystery. Then each thread launched additional agents (simulating avalanches, breaking codes) before summarizing those and passing them to still more agents for write up and another set of skeptical agents to fact check. It did this over a day of work, with the central orchestrator agent organizing it all. The results were interesting if you like historical mysteries. They are also for fun and certainly not definitive or guaranteed error-free (but they are also mostly reasonable & grounded in the literature). https://t.co/uHToT5GNuF

Caveats: I take no money from the AI labs, and pay for my own accounts, but during early access there is no limit on tokens so I can’t speak to costs. Also, I have published peer reviewed work in history but am only an interested amateur on the topics the AI selected.

Here is the open source repository, including all research notes and public domain source files (with a list of copyrighted source files the AI consulted): https://t.co/HhFoBvvxYh