大家好，我是小林。 问大家一个问题，你写 prompt 的时候，开头是不是还习惯加一句「你是一位有 20 年经验的 xxx 专家」？ 前几天，Anthropic 的 Claude 工程负责人 Felix Rieseberg 在 X 上发了一篇长文，直接点破了这件事。这帖子现在浏览量高达 527 万，收藏 5.1 万。 他说，让 AI 扮演专家，AI 往往只是换了一套专业的说法，干活的方法根本没变。

我们一直在研究如何让 AI 更好地完成任务，却很少重新思考：究竟应该把什么样的任务交给 AI？ 我们正在用最先进的 AI，重复过去的工作方式。 最近读到 Anthropic 工程经理 Felix Rieseberg 的一篇文章：《How to be more ambitious: A tutorial for humans with models》。 Felix 曾负责 Claude.ai、Cla ...

GitHub 怎么赚钱？ 这是 AI酋长Andy 写的免费开源中文指南：20 章教程、7 条变现路径、14 份模板和 30 天执行计划，讲从开源项目到获客、报价与交付的完整链路。本项目只分享方法，不保证收益。 How to make money with GitHub: a free, open-source Chinese guide by AI Chief Andy ...

一套面向 Python 开发者的 AI 智能体（Agent）自学教程。围绕斯坦福大学 Stanford CS329Z 的公开材料，用中文讲解如何构建、评测和改进 Agent：从大语言模型、RAG、工具调用，到记忆、多 Agent 协作和安全防护。 Chinese study guide for Stanford CS329Z: Engineering AI Agents. Includes 19 ...

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