<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" xml:lang="zh-CN"><generator uri="https://jekyllrb.com/" version="4.4.1">Jekyll</generator><link href="https://wenxin195.github.io/zh/feed.xml" rel="self" type="application/atom+xml" /><link href="https://wenxin195.github.io/" rel="alternate" type="text/html" hreflang="zh-CN" /><updated>2026-10-05T21:20:54+08:00</updated><id>https://wenxin195.github.io/zh/feed.xml</id><title type="html">StatSphere</title><subtitle>模型与世界</subtitle><author><name>Wenxin Zhong</name></author><entry xml:lang="zh-CN"><title type="html">AI 协作范式(1) 从经验驱动到智能协作</title><link href="https://wenxin195.github.io/zh/experience-to-collaboration" rel="alternate" type="text/html" title="AI 协作范式(1) 从经验驱动到智能协作" /><published>2026-07-25T00:00:00+08:00</published><updated>2026-07-25T00:00:00+08:00</updated><id>https://wenxin195.github.io/zh/experience-to-collaboration</id><author><name>{&quot;url&quot; =&gt; &quot;https://wenxin195.github.io&quot;, &quot;avatar&quot; =&gt; &quot;assets/images/avatar/avatar.jpg&quot;, &quot;bio&quot; =&gt; &quot;Anything But Ordinary&quot;, &quot;email&quot; =&gt; &quot;zzjj921@126.com&quot;, &quot;facebook&quot; =&gt; 61569485184749, &quot;weibo&quot; =&gt; 2943658367, &quot;zhihu&quot; =&gt; nil, &quot;linkedin&quot; =&gt; &quot;钟文鑫&quot;, &quot;github&quot; =&gt; &quot;wenxin195&quot;, &quot;bili&quot; =&gt; 10738871, &quot;red&quot; =&gt; nil, &quot;csdn&quot; =&gt; &quot;weixin_46784010&quot;}</name><email>zzjj921@126.com</email></author><category term="人机协作" /><category term="AI4S" /><summary type="html"><![CDATA[生成式 AI 正在降低信息整理、候选生成、代码实现和方案推演等认知劳动的成本，使原本依赖个人经验与时间投入的环节，转变为可以外化、并行和反复修正的人机协作过程。把这一变化放在实验、理论、计算与数据密集型科学的问题求解能力的演进中看，它可概括为第五范式，即 AI 协作范式。]]></summary></entry><entry xml:lang="zh-CN"><title type="html">AI 协作范式(2) 可信边界与人的责任</title><link href="https://wenxin195.github.io/zh/trust-and-responsibility" rel="alternate" type="text/html" title="AI 协作范式(2) 可信边界与人的责任" /><published>2026-07-25T00:00:00+08:00</published><updated>2026-07-25T00:00:00+08:00</updated><id>https://wenxin195.github.io/zh/trust-and-responsibility</id><author><name>{&quot;url&quot; =&gt; &quot;https://wenxin195.github.io&quot;, &quot;avatar&quot; =&gt; &quot;assets/images/avatar/avatar.jpg&quot;, &quot;bio&quot; =&gt; &quot;Anything But Ordinary&quot;, &quot;email&quot; =&gt; &quot;zzjj921@126.com&quot;, &quot;facebook&quot; =&gt; 61569485184749, &quot;weibo&quot; =&gt; 2943658367, &quot;zhihu&quot; =&gt; nil, &quot;linkedin&quot; =&gt; &quot;钟文鑫&quot;, &quot;github&quot; =&gt; &quot;wenxin195&quot;, &quot;bili&quot; =&gt; 10738871, &quot;red&quot; =&gt; nil, &quot;csdn&quot; =&gt; &quot;weixin_46784010&quot;}</name><email>zzjj921@126.com</email></author><category term="人机协作" /><category term="AI4S" /><summary type="html"><![CDATA[生成式 AI 可以快速写出事实陈述、研究假设、代码和业务方案，输出往往完整、连贯，并具有表面上的合理性。表述完整并不等于可以被采信，模型仅将内容组织为可供阅读的文本，并未为其提供可独立核实的根据。]]></summary></entry><entry xml:lang="zh-CN"><title type="html">AI 协作范式(3) 工作项目 AI 协作实操案例</title><link href="https://wenxin195.github.io/zh/work-collaboration" rel="alternate" type="text/html" title="AI 协作范式(3) 工作项目 AI 协作实操案例" /><published>2026-07-25T00:00:00+08:00</published><updated>2026-07-25T00:00:00+08:00</updated><id>https://wenxin195.github.io/zh/work-collaboration</id><author><name>{&quot;url&quot; =&gt; &quot;https://wenxin195.github.io&quot;, &quot;avatar&quot; =&gt; &quot;assets/images/avatar/avatar.jpg&quot;, &quot;bio&quot; =&gt; &quot;Anything But Ordinary&quot;, &quot;email&quot; =&gt; &quot;zzjj921@126.com&quot;, &quot;facebook&quot; =&gt; 61569485184749, &quot;weibo&quot; =&gt; 2943658367, &quot;zhihu&quot; =&gt; nil, &quot;linkedin&quot; =&gt; &quot;钟文鑫&quot;, &quot;github&quot; =&gt; &quot;wenxin195&quot;, &quot;bili&quot; =&gt; 10738871, &quot;red&quot; =&gt; nil, &quot;csdn&quot; =&gt; &quot;weixin_46784010&quot;}</name><email>zzjj921@126.com</email></author><category term="人机协作" /><category term="AI4S" /><summary type="html"><![CDATA[工作项目要求在时间、资源、组织和风险约束下取得可验证的结果。AI 降低了问题还原、方案展开和反馈处理的成本，使团队能更早检验关键前提、更快修正下一轮行动。生成的方案在对照用户反馈、业务指标和系统状态之前，仍是待验证的候选。分析严密却错过窗口，或者按时上线了但却没有解决真实问题，同样不构成有效交付。]]></summary></entry><entry xml:lang="zh-CN"><title type="html">AI 协作范式(4) AI 辅助科研实操案例</title><link href="https://wenxin195.github.io/zh/research-collaboration" rel="alternate" type="text/html" title="AI 协作范式(4) AI 辅助科研实操案例" /><published>2026-07-25T00:00:00+08:00</published><updated>2026-07-25T00:00:00+08:00</updated><id>https://wenxin195.github.io/zh/research-collaboration</id><author><name>{&quot;url&quot; =&gt; &quot;https://wenxin195.github.io&quot;, &quot;avatar&quot; =&gt; &quot;assets/images/avatar/avatar.jpg&quot;, &quot;bio&quot; =&gt; &quot;Anything But Ordinary&quot;, &quot;email&quot; =&gt; &quot;zzjj921@126.com&quot;, &quot;facebook&quot; =&gt; 61569485184749, &quot;weibo&quot; =&gt; 2943658367, &quot;zhihu&quot; =&gt; nil, &quot;linkedin&quot; =&gt; &quot;钟文鑫&quot;, &quot;github&quot; =&gt; &quot;wenxin195&quot;, &quot;bili&quot; =&gt; 10738871, &quot;red&quot; =&gt; nil, &quot;csdn&quot; =&gt; &quot;weixin_46784010&quot;}</name><email>zzjj921@126.com</email></author><category term="人机协作" /><category term="AI4S" /><summary type="html"><![CDATA[研究要求在证据约束下形成经得起检验的认识。AI 降低了文献调研、假设展开与方法比较的成本，使研究者能更早检验关键前提、更快修正下一轮研究。AI 生成的研究问题、机制解释与文献线索，在对照真实来源与原始数据之前，仍是待验证的候选。探索面广却未做来源核验，或者生成流畅却证据不实，同样不构成可信认识。]]></summary></entry><entry xml:lang="zh-CN"><title type="html">AI 协作范式(5) 从会用到用得好</title><link href="https://wenxin195.github.io/zh/use-to-use-well" rel="alternate" type="text/html" title="AI 协作范式(5) 从会用到用得好" /><published>2026-07-25T00:00:00+08:00</published><updated>2026-07-25T00:00:00+08:00</updated><id>https://wenxin195.github.io/zh/use-to-use-well</id><author><name>{&quot;url&quot; =&gt; &quot;https://wenxin195.github.io&quot;, &quot;avatar&quot; =&gt; &quot;assets/images/avatar/avatar.jpg&quot;, &quot;bio&quot; =&gt; &quot;Anything But Ordinary&quot;, &quot;email&quot; =&gt; &quot;zzjj921@126.com&quot;, &quot;facebook&quot; =&gt; 61569485184749, &quot;weibo&quot; =&gt; 2943658367, &quot;zhihu&quot; =&gt; nil, &quot;linkedin&quot; =&gt; &quot;钟文鑫&quot;, &quot;github&quot; =&gt; &quot;wenxin195&quot;, &quot;bili&quot; =&gt; 10738871, &quot;red&quot; =&gt; nil, &quot;csdn&quot; =&gt; &quot;weixin_46784010&quot;}</name><email>zzjj921@126.com</email></author><category term="人机协作" /><category term="AI4S" /><summary type="html"><![CDATA[协作框架逐步稳定后，瓶颈从系统能否组织转向使用者能否随之成长。调用效率的提升不等于协作能力的增长，会用与用得好的差别，在于结果是否受到外部反馈约束，错误是否改写下一轮的行为，判断能否跨任务复用。生成更快、文档更完整，并不构成能力进步。]]></summary></entry><entry xml:lang="zh-CN"><title type="html">JavaScript 教程(1) JS 基础</title><link href="https://wenxin195.github.io/zh/javascript-basic" rel="alternate" type="text/html" title="JavaScript 教程(1) JS 基础" /><published>2026-04-20T00:00:00+08:00</published><updated>2026-04-20T00:00:00+08:00</updated><id>https://wenxin195.github.io/zh/javascript-basic</id><author><name>{&quot;url&quot; =&gt; &quot;https://wenxin195.github.io&quot;, &quot;avatar&quot; =&gt; &quot;assets/images/avatar/avatar.jpg&quot;, &quot;bio&quot; =&gt; &quot;Anything But Ordinary&quot;, &quot;email&quot; =&gt; &quot;zzjj921@126.com&quot;, &quot;facebook&quot; =&gt; 61569485184749, &quot;weibo&quot; =&gt; 2943658367, &quot;zhihu&quot; =&gt; nil, &quot;linkedin&quot; =&gt; &quot;钟文鑫&quot;, &quot;github&quot; =&gt; &quot;wenxin195&quot;, &quot;bili&quot; =&gt; 10738871, &quot;red&quot; =&gt; nil, &quot;csdn&quot; =&gt; &quot;weixin_46784010&quot;}</name><email>zzjj921@126.com</email></author><category term="JavaScript" /><summary type="html"><![CDATA[JavaScript 是一种运行在浏览器中的脚本语言，也是现代 Web 开发中不可或缺的核心技术之一。JavaScript 最初被设计用于为网页添加简单的交互效果；随着技术的发展，JavaScript 已从一个“页面增强工具”演变为一门生态繁荣、功能强大的通用编程语言。]]></summary></entry><entry xml:lang="zh-CN"><title type="html">BEM 命名规范</title><link href="https://wenxin195.github.io/zh/bem-naming-standard" rel="alternate" type="text/html" title="BEM 命名规范" /><published>2026-03-08T00:00:00+08:00</published><updated>2026-03-08T00:00:00+08:00</updated><id>https://wenxin195.github.io/zh/bem-naming-standard</id><author><name>{&quot;url&quot; =&gt; &quot;https://wenxin195.github.io&quot;, &quot;avatar&quot; =&gt; &quot;assets/images/avatar/avatar.jpg&quot;, &quot;bio&quot; =&gt; &quot;Anything But Ordinary&quot;, &quot;email&quot; =&gt; &quot;zzjj921@126.com&quot;, &quot;facebook&quot; =&gt; 61569485184749, &quot;weibo&quot; =&gt; 2943658367, &quot;zhihu&quot; =&gt; nil, &quot;linkedin&quot; =&gt; &quot;钟文鑫&quot;, &quot;github&quot; =&gt; &quot;wenxin195&quot;, &quot;bili&quot; =&gt; 10738871, &quot;red&quot; =&gt; nil, &quot;csdn&quot; =&gt; &quot;weixin_46784010&quot;}</name><email>zzjj921@126.com</email></author><category term="HTML" /><category term="CSS" /><category term="代码风格指南" /><summary type="html"><![CDATA[BEM 命名规则(Block Element Modifier)是由俄罗斯公司 Yandex 提出的一种 CSS 类名的命名规则，主要用于大型前端项目的 CSS 架构设计，帮助开发者写出结构清晰、可维护、可复用的 CSS 代码。]]></summary></entry><entry xml:lang="zh-CN"><title type="html">Sass 教程</title><link href="https://wenxin195.github.io/zh/sass-basic" rel="alternate" type="text/html" title="Sass 教程" /><published>2025-07-06T00:00:00+08:00</published><updated>2025-07-06T00:00:00+08:00</updated><id>https://wenxin195.github.io/zh/sass-basic</id><author><name>{&quot;url&quot; =&gt; &quot;https://wenxin195.github.io&quot;, &quot;avatar&quot; =&gt; &quot;assets/images/avatar/avatar.jpg&quot;, &quot;bio&quot; =&gt; &quot;Anything But Ordinary&quot;, &quot;email&quot; =&gt; &quot;zzjj921@126.com&quot;, &quot;facebook&quot; =&gt; 61569485184749, &quot;weibo&quot; =&gt; 2943658367, &quot;zhihu&quot; =&gt; nil, &quot;linkedin&quot; =&gt; &quot;钟文鑫&quot;, &quot;github&quot; =&gt; &quot;wenxin195&quot;, &quot;bili&quot; =&gt; 10738871, &quot;red&quot; =&gt; nil, &quot;csdn&quot; =&gt; &quot;weixin_46784010&quot;}</name><email>zzjj921@126.com</email></author><category term="CSS" /><summary type="html"><![CDATA[Sass(Syntactically Awesome Style Sheets)是一种功能强大的 CSS 预处理器，它在标准 CSS 的基础上进行了扩展，使开发者能够以更加结构化、易于维护且高效的方式编写样式代码。在完全兼容 CSS 的前提下，Sass 能够有效减少代码冗余，提高样式的可复用性，并简化整体的开发与设计流程。]]></summary></entry><entry xml:lang="zh-CN"><title type="html">CSS 教程(1) CSS 基础</title><link href="https://wenxin195.github.io/zh/css-basic" rel="alternate" type="text/html" title="CSS 教程(1) CSS 基础" /><published>2025-07-05T00:00:00+08:00</published><updated>2025-07-05T00:00:00+08:00</updated><id>https://wenxin195.github.io/zh/css-basic</id><author><name>{&quot;url&quot; =&gt; &quot;https://wenxin195.github.io&quot;, &quot;avatar&quot; =&gt; &quot;assets/images/avatar/avatar.jpg&quot;, &quot;bio&quot; =&gt; &quot;Anything But Ordinary&quot;, &quot;email&quot; =&gt; &quot;zzjj921@126.com&quot;, &quot;facebook&quot; =&gt; 61569485184749, &quot;weibo&quot; =&gt; 2943658367, &quot;zhihu&quot; =&gt; nil, &quot;linkedin&quot; =&gt; &quot;钟文鑫&quot;, &quot;github&quot; =&gt; &quot;wenxin195&quot;, &quot;bili&quot; =&gt; 10738871, &quot;red&quot; =&gt; nil, &quot;csdn&quot; =&gt; &quot;weixin_46784010&quot;}</name><email>zzjj921@126.com</email></author><category term="CSS" /><summary type="html"><![CDATA[CSS(Cascading Style Sheets)即“层叠样式表”，它是一种用于设计网站样式并增强网站呈现效果的样式表语言。]]></summary></entry><entry xml:lang="zh-CN"><title type="html">统计分析(1) 关联分析</title><link href="https://wenxin195.github.io/zh/association-rules" rel="alternate" type="text/html" title="统计分析(1) 关联分析" /><published>2025-06-08T00:00:00+08:00</published><updated>2025-06-08T00:00:00+08:00</updated><id>https://wenxin195.github.io/zh/association-rules</id><author><name>{&quot;url&quot; =&gt; &quot;https://wenxin195.github.io&quot;, &quot;avatar&quot; =&gt; &quot;assets/images/avatar/avatar.jpg&quot;, &quot;bio&quot; =&gt; &quot;Anything But Ordinary&quot;, &quot;email&quot; =&gt; &quot;zzjj921@126.com&quot;, &quot;facebook&quot; =&gt; 61569485184749, &quot;weibo&quot; =&gt; 2943658367, &quot;zhihu&quot; =&gt; nil, &quot;linkedin&quot; =&gt; &quot;钟文鑫&quot;, &quot;github&quot; =&gt; &quot;wenxin195&quot;, &quot;bili&quot; =&gt; 10738871, &quot;red&quot; =&gt; nil, &quot;csdn&quot; =&gt; &quot;weixin_46784010&quot;}</name><email>zzjj921@126.com</email></author><category term="统计分析" /><category term="机器学习方法" /><summary type="html"><![CDATA[关联分析(Analysis of Association Rules)是一种 基于规则 的机器学习方法，用于发现数据集中变量之间的相关关系。它通过识别频繁模式、关联或相关性，帮助揭示数据中的条件概率模式，常用于无监督学习场景。]]></summary></entry></feed>