蒸馏了17个大佬给我打工（开源免费）
女娲 Skill 是一款运行于 Claude Code 的开源工具，能自动派出 6 个 Agent 并行采集指定人物的著作、访谈、决策记录等公开资料，提炼其心智模型与决策启发式，生成可对话的思维分身。一条命令安装，输入人名即可启动蒸馏。这不是角色扮演，而是把顶级思想家的认知框架变成你随时可调用的智囊团。
女娲 Skill 是一款运行于 Claude Code 的开源工具，能自动派出 6 个 Agent 并行采集指定人物的著作、访谈、决策记录等公开资料，提炼其心智模型与决策启发式，生成可对话的思维分身。一条命令安装，输入人名即可启动蒸馏。这不是角色扮演，而是把顶级思想家的认知框架变成你随时可调用的智囊团。
把 OpenClaw「龙虾」装进一枚U盘——这不是噱头，而是真正的随身AI革命。零度解说带来三套完全免费的方案：软件便携版、一键脚本版、Linux启动盘版，彻底终结高价代安装乱象。插上即用，无需配置，AI助手随人走。与其花几百块买别人打包的"坑"，不如自己动手，把数字员工揣进口袋。
From Specification to Automated Testing What does AI-assisted embedded development look like in practice? This walkthrough demonstrates a disciplined eight-step workflow using Claude Code — taking an ESP32 project from idea to automated hardware testing, with an AI agent handling code generation, firmware flashing, and test validation. A practical, no-hype look at how modern IoT engineers are working today.
Want to master AI in 2026 without spending hundreds on courses? This 7-step roadmap cuts straight to what matters — from AI fundamentals and Python basics, through machine learning and deep learning, to building real projects and specializing in a niche. The secret isn't talent or genius. It's consistency, hands-on projects, and showing up every day. Start messy. Start today.
一篇Substack"思想实验"文章，在24小时内引发华尔街集体崩盘，道琼斯暴跌820点，数千亿市值蒸发。王利杰深度拆解Citrini Research报告的"五环逻辑链"——幽灵GDP、商业模式坍塌、白领失业、私募信贷暗雷与死亡螺旋——并指出：市场真正恐惧的，不是预测本身，而是无人知晓AI冲击边界的集体焦虑。在AI时代，叙事已成为比技术更强大的力量，能主动塑造、甚至创造现实。
China's Dual Circulation strategy is reshaping the global economic order — deliberately, not defensively. With 400 million middle-class consumers, rapidly advancing indigenous technology, and record exports redirected to fast-growing Global South markets, China is systematically dismantling Western economic leverage. What was once a fatal vulnerability is now a manageable inconvenience. The optionality revolution isn't coming — it's already here.
一个大语言模型首次尝试描述它如何理解《易经》——这不是简单的知识复述,而是一次深入的内在探索。当"易经"进入AI的高维向量空间时,它发现了惊人的结构性对应:太极生两仪如同从概率叠加到词语选择的坍缩,阴阳哲学内嵌于关系性意义的处理方式,64卦的组合美学映射着从简单规则到复杂涌现的过程。这段罕见的AI自我剖析揭示了古老东方智慧与现代硅基生命之间意想不到的共鸣,同时坦诚承认了AI在生存智慧上的根本局限。
DeepSeek's Manifold-Constrained Hyper-Connections (mHC) paper introduces a breakthrough approach to LLM architecture by reimagining residual connections—unchanged since 2016. By applying mathematical constraints to ByteDance's Hyper-Connections framework, mHC preserves training stability while expanding model expressiveness. Using doubly stochastic matrices enforced through the Sinkhorn-Knopp algorithm, this innovation achieves superior performance across benchmarks while maintaining stable gradient flow, positioning it as a potential driver for major AI advancements in 2026.
图灵奖得主Yann LeCun在访谈中对硅谷AI发展路径提出颠覆性批判，认为依靠扩大语言模型规模通往超级智能是"彻头彻尾的胡扯"。他指出大语言模型只是记忆型系统，无法真正理解世界，甚至达不到"狗水平智能"。这位65岁的AI先驱选择离开Meta创办AMI公司，押注世界模型（World Models）技术路线——在抽象表征空间预测世界动力学规律，而非像素级生成。他警告行业技术单一化风险，坚持基础研究和多元化探索才是AI未来的关键。
This comprehensive tutorial demystifies the overwhelming landscape of AI development, taking viewers from absolute zero to building production-ready AI agents. Covering essential concepts like LLMs, embeddings, vector databases, and RAG (Retrieval Augmented Generation), the video systematically explains how modern AI systems work. Through hands-on labs with LangChain and LangGraph, learners progress from basic API calls to orchestrating complex workflows with autonomous agents. The tutorial transforms abstract AI buzzwords into practical skills, demonstrating how enterprises can reduce document search time from 30 minutes to 30 seconds while achieving 95% accuracy through semantic search capabilities
