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1<link rel="preload" href="/affiliate-tracking.js" as="script"/><meta name="next-size-adjust" content=""/><title>AI Builders 2027|AI Builder实战课程,系统学懂AI</title><meta name="description" content="从AI User到AI Builder:通过AI Coding、AI Builders、Agentic AI与AI Architect,理解生成式AI,把AI用进真实工作,构建可靠的应用与工作流。面向已有专业积累的技术与非技术学习者,提供中英文自学内容。"/><meta name="application-name" content="AI Builders 2027"/><link rel="author" href="https://www.lizheng.ai/"/><meta name="author" content="孙煜征"/><link rel="author" href="https://github.com/grapeot"/><meta name="author" content="王言(鸭哥)"/><meta name="keywords" content="AI课程,中文AI课程,英文AI课程,AI实战课,AI编程课程,AI Coding,Agentic AI,AI Agent,AI Builders,AI Architect,Superlinear Academy,Stay Superlinear"/><meta name="creator" content="孙煜征、王言"/><meta name="publisher" content="Superlinear Academy"/><meta name="robots" content="index, follow"/><meta name="googlebot" content="index, follow, max-video-preview:-1, max-image-preview:large, max-snippet:-1"/><meta name="category" content="education"/><link rel="canonical" href="https://ai-builders.com"/><meta property="og:title" content="AI Builders 2027|AI Builder实战课程,系统学懂AI"/><meta property="og:description" content="从AI User到AI Builder:通过AI Coding、AI Builders、Agentic AI与AI Architect,理解生成式AI,把AI用进真实工作,构建可靠的应用与工作流。面向已有专业积累的技术与非技术学习者,提供中英文自学内容。"/><meta property="og:url" content="https://ai-builders.com"/><meta property="og:site_name" content="Superlinear Academy"/><meta property="og:locale" content="zh_CN"/><meta property="og:image" content="https://ai-builders.com/og-v3.jpg"/><meta property="og:image:width" content="1200"/><meta property="og:image:height" content="675"/><meta property="og:image:alt" content="AI Builders 2027 · 系统学懂AI,真正用起来"/><meta property="og:type" content="website"/><meta name="twitter:card" content="summary_large_image"/><meta name="twitter:title" content="AI Builders 2027|AI Builder实战课程,系统学懂AI"/><meta name="twitter:description" content="从AI User到AI Builder:通过AI Coding、AI Builders、Agentic AI与AI Architect,理解生成式AI,把AI用进真实工作,构建可靠的应用与工作流。面向已有专业积累的技术与非技术学习者,提供中英文自学内容。"/><meta name="twitter:image" content="https://ai-builders.com/og-v3.jpg"/><link rel="shortcut icon" href="/favicon.png"/><link rel="icon" href="/favicon.png"/>
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1‚Stay Superlinear是独立会员社区,会员有效期内包含AI Coding、Agentic AI、《真本事》,以及当期内容、工具和社区权益。现在购买本计划,随课程获得12个月会员;到期续费享Foundingä»·$149/年(人民币¥999/年),连续续费价格不变,限前3,000名会员。是否续费由你决定,不影响四门课。"}},{"@type":"Question","name":"刚加入Stay Superlinear,后来想学AI Builders 2027怎么办?","acceptedAnswer":{"@type":"Answer","text":"首次购买会员后的14天内联系我们。完成AI Builders 2027购买后,我们会退回本次Stay Superlinear会员付款并取消对应订阅;后续会员权限改由AI Builders 2027订单提供,不让你为同一段会员权益重复付费。"}},{"@type":"Question","name":"AI Builders 2027自学版和Maven英文直播版有什么区别?","acceptedAnswer":{"@type":"Answer","text":"AI Builders 2027提供英文和中文自学内容,适合按自己的时间推进;当前为$1,048,包含四门课终身权限、后续更新和12个月会员。Maven是同一核心课程的英文直播班,当前公开价格为$1,999,另有固定节奏、实时授课、现场互动和项目反馈;报名同时包含完整AI Builders 2027自学版的终身权限、后续更新和1年会员。"}},{"@type":"Question","name":"价格会调整吗?现在购买包含2027年的课程更新吗?","acceptedAnswer":{"@type":"Answer","text":"美元价格目前为$1,048,2027å¹´1月1日起调整为$1,299。我们希望先完成面向2027年的这一轮课程更新,再调整价格;这轮更新计划在今年11—12月完成。现在购买,也包含这轮及后续课程更新,无需为更新另行付费。此前随课附带的18个月会员,是社区转型期间以照顾老学员为出发点的过渡安排;现在完整学习计划统一附带12个月Stay Superlinear会员。已经确认的历史权益继续按原承诺执行;如有个别问题,可以联系客服核对。"}},{"@type":"Question","name":"公司有培训预算,可以提供报销材料或付款前的invoice吗?","acceptedAnswer":{"@type":"Answer","text":"可以配合准备材料,是否报销以你的公司政策为准。如果公司要求先审批、后付款,请联系[email protected];我们可以手动创建一份用于审批的未付款Stripe invoice,审批前无需付款。实际付款后,Stripe会生成该笔付款对应的invoice和receipt。完成AI Builders或AI Architect中文版后,还可以分别领取对应的中英双语课程结业证书。如公司还需要quotation、特定抬头或字段,请在邮件中一并说明。"}},{"@type":"Question","name":"付款后怎样开通课程?退款怎样处理?","acceptedAnswer":{"@type":"Answer","text":"课程会发放到付款时登录的Superlinear Academy账户。购买后14天内可以申请无理由退款。需要处理课程访问或退款,请联系[email protected]。具体付款条件以付款页为准。"}}]}]}</script>
1<main class="sales-page clarity-page"><a class="offer-banner" aria-label="查看课程价格调整" href="#pricing"><span class="offer-banner-copy"><span class="offer-banner-period"><strong>2027年1月1日起,</strong><span>美元价格由$1,048调整为$1,299。</span></span></span><span class="offer-banner-action">查看价格 <span aria-hidden="true">↓</span></span></a><header class="sales-header"><a href="#top" class="sales-logo" aria-label="Superlinear Academy首页"><img alt="Superlinear Academy" width="2253" height="539" decoding="async" data-nimg="1" style="color:transparent" src="/assets/brand/superlinear-academy-horizontal-green.png?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/></a><nav aria-label="页面导航"><a href="#path">课程与学习方式</a><a href="#projects">社区项目库</a><a href="#instructors">两位老师</a><a href="#faq">常见问题</a><a class="nav-english" href="https://maven.com/superlinear/aibuilders" target="_blank" rel="noreferrer" lang="en" data-analytics-event="english_cohort_clicked">English ↗</a></nav><details class="mobile-section-menu"><summary>目录<span aria-hidden="true">+</span></summary><div role="navigation" aria-label="页面目录"><a href="#path">课程与学习方式</a><a href="#pricing" data-analytics-placement="mobile_menu">价格与购买</a><a href="#projects">社区项目库</a><a href="#instructors">两位老师</a><a href="#qa-proof">真实教学案例</a><a href="#faq">常见问题</a><a class="menu-english" href="https://maven.com/superlinear/aibuilders" target="_blank" rel="noreferrer" lang="en" data-analytics-event="english_cohort_clicked">English live cohort ↗</a></div></details><a class="header-cta" href="#pricing" data-analytics-placement="header">查看课程与价格</a></header><section class="hero-panel" id="top"><div class="hero-copy"><p class="eyebrow">AI BUILDERS · 2027 EDITION</p><h1><span class="phrases">系统学懂<wbr/>AI,</span><br/><span class="phrases">真正<wbr/>用<wbr/>起来。</span></h1><p class="hero-constraint"><span class="phrase-lock">用AI做好<span class="hero-keyword">重要工作</span>,</span><span class="phrase-lock">把想法做成作品,</span><span class="phrase-lock">持续<span class="hero-keyword">跟上新的变化</span>。</span></p><div class="hero-body hero-body-primary"><p class="hero-fit">为已有专业积累的人设计 · 不必先成为程序员</p><p class="hero-product">四门课的系统自学计划 · 终身权限与更新</p></div><div class="hero-actions"><a class="sales-cta" href="#pricing" data-analytics-placement="hero">查看课程与价格<!-- --> <span aria-hidden="true">→</span></a><a class="text-link" href="#path">看课程内容与学习方式 ↓</a></div></div><figure class="hero-media"><img alt="AI Builders两位老师孙煜征和王言正在讨论AI" width="1672" height="941" decoding="async" data-nimg="1" style="color:transparent" src="/assets/v2/hero-yuzheng-yage-conversation.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/></figure><div class="hero-credentials" aria-label="AI Builders两位老师的背景"><p><strong>立正</strong><span>Cornell经济学博士;曾在Amazon、Meta、腾讯和后来被OpenAI收购的Statsig工作。</span></p><p><strong>鸭哥</strong><span>Columbia电气工程博士;发表近40篇论文,研究发表于CVPR、NeurIPS、KDD等AI顶会,3,000+引用。</span></p></div></section><section class="review-marquee" id="evidence" aria-label="学员评价与课程记录"><span class="anchor-alias" id="reviews"></span><div class="evidence-gateway"><div class="proof-stats" aria-label="AI Builders持续教学与公开结果"><div class="proof-stat-group"><span>持续教学</span><strong>两年半 · 13期</strong><small>3,000+付费学员</small></div><div class="proof-stat-group"><span>Maven公开评分</span><strong>5<!-- -->/5</strong><small>截至2026年9月2日</small></div><div class="proof-stat-group proof-stat-enterprise"><span>企业培训与分享</span><strong>腾讯 · 美团 · 小红书</strong><small>Pinterest · DoorDash等</small></div></div><p class="proof-company-line"><strong>超半数学员来自一线科技公司</strong><span class="proof-company-list" aria-label="包括OpenAI、Anthropic、Google、Meta和Amazon等公司"><b>OpenAI</b><i>·</i><b>Anthropic</b><i>·</i><b>Google</b><i>·</i><b>Meta</b><i>·</i><b>Amazon</b><span>等</span></span></p><div class="evidence-intro"><p class="eyebrow">为什么还要来学</p><h2><span class="phrases">已经<wbr/>在<wbr/>一线<wbr/>科技<wbr/>公司<wbr/>工作,</span><br/><span class="phrases">为什么<wbr/>还<wbr/>要<wbr/>花钱学<wbr/>AI?</span></h2><div class="evidence-answer"><strong><span class="phrases">AI<wbr/>越<wbr/>强,<wbr/>判断<wbr/>越<wbr/>值钱。</span></strong><p><span class="phrases">该<wbr/>让<wbr/>AI<wbr/>做<wbr/>什么、<wbr/>它<wbr/>做得<wbr/>对不对,<wbr/>这<wbr/>门<wbr/>课<wbr/>从<wbr/>这<wbr/>两<wbr/>件<wbr/>
1事练起。</span></p></div></div></div><div class="review-rail featured-reviews"><blockquote><span class="stars" aria-label="五星评价">★★★★★</span><p>“<!-- -->很多课程教具体技巧;这门课帮你建立正确的思维方式,也让你更有效地继续自学。<!-- -->”</p><cite class="review-person"><img alt="Shuyang的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/373313.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>Shuyang</strong><small class="review-role review-role-emphasized"><span class="review-position">Member of Technical Staff<span class="review-company-lock"><span class="review-role-divider"> · </span><strong class="review-company">OpenAI</strong></span></span><span class="review-position"><span class="review-role-separator"> | </span>Former Sr. AI Manager<span class="review-company-lock"><span class="review-role-divider"> · </span><strong class="review-company">Uber</strong></span></span></small><a href="https://maven.com/superlinear/aibuilders#course-reviews:~:text=There%20are%20many%20courses%20teaching%20specific%20tricks.%20This%20course%20helps%20you%20build%20the%20right%20mindset%20and%20teach%20yourself%20more%20effectively." target="_blank" rel="noreferrer" aria-label="查看Shuyang的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote><blockquote><span class="stars" aria-label="五星评价">★★★★★</span><p>“<!-- -->课程不只有现场演示,也从原理出发,帮我建立“如何用AI做东西”的思维模型。新工具会不断出现,但原理会留下。谢谢立正和鸭哥投入这么多心力,让我们在这里边学边做。<!-- -->”</p><cite class="review-person"><img alt="EZ的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/1087059.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>EZ</strong><small class="review-role review-role-emphasized"><span class="review-position">Engineer<span class="review-company-lock"><span class="review-role-divider"> · </span><strong class="review-company">Anthropic</strong></span></span></small><a href="https://maven.com/superlinear/aibuilders#course-reviews:~:text=I%20love%20how%20the%20course%20is%20being%20structured%2C%20it%20not%20only%20use%20live%20demo%2C%20but%20also%20include%20lots%20of%20principles%20to%20help%20build%20mental%20models%20how%20we%20can%20best%20leverage%2
10AI%20to%20build!" target="_blank" rel="noreferrer" aria-label="查看EZ的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote><blockquote><span class="stars" aria-label="五星评价">★★★★★</span><p>“<!-- -->即使我的日常工作就是做AI工具,我仍然学到了新的、更深一层的东西,也更能有效地用AI解决自己的问题。<!-- -->”</p><cite class="review-person"><img alt="Chairy的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/495842.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>Chairy</strong><small class="review-role review-role-emphasized"><span class="review-position">UX Manager<span class="review-company-lock"><span class="review-role-divider"> · </span><strong class="review-company">Google</strong></span></span></small><a href="https://maven.com/superlinear/aibuilders#course-reviews" target="_blank" rel="noreferrer" aria-label="查看Chairy的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote></div><p class="review-source">以下评价节选自AI Builders的Maven英文直播班,中文为忠实节译。<a href="https://maven.com/superlinear/aibuilders#course-reviews" target="_blank" rel="noreferrer">查看全部公开评价 ↗</a></p></section><section class="course-program section-space" id="path" aria-labelledby="course-program-title"><span class="anchor-alias" id="curriculum"></span><span class="anchor-alias" id="choose-path"></span><span class="anchor-alias" id="method"></span><span class="anchor-alias" id="transformation"></span><div class="section-heading"><p class="eyebrow">四门课 · 课程内容与学习方式</p><h2 id="course-program-title"><span class="phrases">从<wbr/>第一<wbr/>晚动手,</span><br/><span class="phrases">到<wbr/>做出<wbr/>自己<wbr/>的<wbr/>AI<wbr/>应用。</span></h2><p>先做出小工具,再把AI用进重要工作,最后完成一个能解决实际问题的AI应用。三门主线课逐步深入,Agentic AI可穿插学习。</p></div><div class="course-experience" aria-label="课程的四种学习方式"><div><svg class="learning-icon" viewBox="0 0 32 32" width="32" height="32" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false"><rect x="3" y="4.5" width="26" height="23" rx="3"></rect><path d="m13 11 8 5-8 5Z"></path></svg><h3><span class="phrases">视频<wbr/>讲解<wbr/>与<wbr/>原创教材</span></h3><p>视频演示怎样拆问题、动手做;原创教材把原理讲透,做项目时随时回来查。</p></div><div><svg class="learning-icon" viewBox="0 0 32 32" width="32" height="32" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false"><rect x="3" y="4.5" width="26" height="23" rx="3"></rect><path d="M3 11h26M8 8h.01M12 8h.01m-1 6-4 4 4 4m10-8 4 4-4 4m-4-9-2 10"></path></svg><h3><span class="phrases">从<wbr/>练习<wbr/>到<wbr/>自己<wbr/>的<wbr/>项目</span></h3><p>从自己熟悉的问题开始,定目标、让AI实现,再测试和修改,把方法练到手。</p></div><div><svg class="learning-icon" viewBox="0 0 32 32" width="32" height="32" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false"><rect x="3" y="10" width="26" height="17" rx="3"></rect><path d="M11 10V7a2 2 0 0 1 2-2h6a2 2 0 0 1 2 2v3M3 17h26M13 15h6v5h-6Z"></path></svg><h3><span class="phrases">让<wbr/>AI<wbr/>更好用,<wbr/>让<wbr/>作品<wbr/>跑起来</span></h3><p>Skills Registry给AI现成的好方法;Builder Space免去配置和部署的折腾,作品能直接给别人用。</p></div><div><svg class="learning-icon" viewBox="0 0 32 32" width="32" height="32" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false"><path d="M6 5h16a3 3 0 0 1 3 3v11a3 3 0 0 1-3 3h-9l-7 5v-5a3 3 0 0 1-3-3V8a3 3 0 0 1 3-3Z"></path><path d="M9 11h10M9 16h7"></path></svg><h3><span class="phrases">课程<wbr/>讨论<wbr/>与<wbr/>社区<wbr/>答疑</span></h3><p>在课程评论区提问,在会员Q&amp;A讨论工作与项目,从老师和同伴的反馈中继续改进。</p></div></div><p class="course-tools-note">Skills Registry、Builder Space与会员Q&amp;A包含在所赠Stay会员期内。</p><div class="course-program-list"><article class="syllabus-course syllabus-ai-coding"><div class="syllabus-course-name"><span class="syllabus-number">01</span><div><p>成为AI Tinker</p><h3>AI Coding</h3><small>上手课 · 一个晚上</small></div></div><div class="syllabus-course-body"><h4><span class="phrases">没有<wbr/>现成<wbr/>工具,<wbr/>也能<wbr/>动手<wbr/>解决<wbr/>自己<wbr/>的<wbr/>问题。</span></h4><p>从让AI写程序到亲手运行,做出第一个能用的工具。遇到报错,知道怎样找线索、继续改。</p><div class="syllabus-format">视频与图文 · 入门练习</div><details class="syllabus-details" id="syllabus-ai-coding"><summary><span>查看<!-- -->AI Coding<!-- -->章节与课目</span><b aria-hidden="true">+</b></summary><div class="syllabus-units"><div class="syllabus-unit"><h5>
1AI时代的编程基础</h5><ul><li><span class="lesson-kind">视频·图文</span><span>第一课:观念重塑——为什么AI时代还需要编程基础?</span></li><li><span class="lesson-kind">视频·图文</span><span>第二课:环境亲和力——第一次配置开发环境</span></li><li><span class="lesson-kind">视频·图文</span><span>第三课:报错耐受力——红字不是灾难,是线索</span></li><li><span class="lesson-kind">视频·图文</span><span>第四课:逻辑描述力——从隐含假设到明确合同</span></li><li><span class="lesson-kind">视频·图文</span><span>三分钟上手Codex和Claude Code</span></li><li><span class="lesson-kind">视频·图文</span><span>结语:从AI User到AI Builder,以及推荐的学习路径</span></li></ul></div><div class="syllabus-unit"><h5>应用篇</h5><ul><li><span class="lesson-kind">视频</span><span>应用篇 #1:做PPT,如何第二次比第一次快10倍?</span></li><li><span class="lesson-kind">视频·图文</span><span>应用篇 #2:Stop Chatting, Start Scaling: How AI Agents Transform Work - 亚马逊内部讲座</span></li><li><span class="lesson-kind">视频·图文</span><span>应用篇 #3:非技术岗位,如何用AI达成十倍提效?</span></li><li><span class="lesson-kind">图文</span><span>非科班,如何面对unknown unknown?</span></li></ul></div></div></details></div></article><article class="syllabus-course syllabus-ai-builders"><div class="syllabus-course-name"><span class="syllabus-number">02</span><div><p>成为AI Builder</p><h3>AI Builders</h3><small>核心课 · 建议总投入约40小时</small></div></div><div class="syllabus-course-body"><h4><span class="phrases">把<wbr/>AI<wbr/>用<wbr/>进重要<wbr/>工作,<wbr/>做出<wbr/>信<wbr/>得过<wbr/>的<wbr/>结果。</span></h4><p>让AI理解任务、用对资料,学会检查和修正结果。把方法练进自己的项目,让AI的成果经得起实际使用。</p><div class="syllabus-format">核心视频 · 原创教材 · Mini-Project</div><details class="syllabus-details" id="syllabus-ai-builders"><summary><span>查看<!-- -->AI Builders<!-- -->章节与课目</span><b aria-hidden="true">+</b></summary><div class="syllabus-units"><div class="syllabus-unit"><h5>理解生成式AI的力量</h5><ul><li><span class="lesson-kind">图文</span><span>欢迎</span></li><li><span class="lesson-kind">视频</span><span>Module 1|如何学习AI:通过构建做好准备</span><small>53:03</small></li><li><span class="lesson-kind">图文</span><span>技术洞察1:批处理</span></li><li><span class="lesson-kind">图文</span><span>技术洞察2:GUI与API</span></li><li><span class="lesson-kind">图文</span><span>技术洞察3:从用户到构建者</span></li><li><span class="lesson-kind">练习</span><span>课后作业</span></li></ul></div><div class="syllabus-unit"><h5>生成式AI内部原理与最佳实践</h5><ul><li><span class="lesson-kind">视频</span><span>Module 2|从提示词到上下文基础设施</span><small>01:09:11</small></li><li><span class="lesson-kind">图文</span><span>研究:LLM的内部运作机制 —— 记忆、知识与上下文窗口</span></li><li><span class="lesson-kind">图文</span><span>理解常见陷阱——偷懒</span></li><li><span class="lesson-kind">图文</span><span>理解常见陷阱 —— 遗忘</span></li><li><span class="lesson-kind">图文</span><span>理解常见陷阱——文件与网页</span></li><li><span class="lesson-kind">图文</span><span>应用:使用ChatGPT的新方式——编辑,而非对话</span></li><li><span class="lesson-kind">图文</span><span>案例研究:周度业务回顾——问题分析</span></li><li><span class="lesson-kind">图文</span><span>案例研究:周业务回顾——具体实现</span></li><li><span class="lesson-kind">图文</span><span>自动化的力量,以及生成式AI的角色</span></li></ul></div><div class="syllabus-unit"><h5>课程项目:连接GUI与API</h5><ul><li><span class="lesson-kind">视频</span><span>Office Hours|Mini-Project Review与实战答疑</span><small>01:32:44</small></li><li><span class="lesson-kind">
1练习</span><span>项目1:从CVPR会议官网抓取数据</span></li><li><span class="lesson-kind">练习</span><span>项目2:从Instagram账号下载图片</span></li><li><span class="lesson-kind">练习</span><span>项目3:用Bookmarklet增强网页搜索</span></li><li><span class="lesson-kind">练习</span><span>项目4:使用GPT-5进行图像内容分析</span></li><li><span class="lesson-kind">练习</span><span>项目5:自动化Pi Day Challenge中的GUI交互</span></li><li><span class="lesson-kind">图文</span><span>概述</span></li><li><span class="lesson-kind">图文</span><span>总结与反思</span></li></ul></div><div class="syllabus-unit"><h5>将生成式AI融入日常工作:框架与案例</h5><ul><li><span class="lesson-kind">图文</span><span>引言</span></li><li><span class="lesson-kind">视频</span><span>Module 3|从AI使用者到AI管理者</span><small>01:02:01</small></li><li><span class="lesson-kind">图文</span><span>第1步:识别你工作流程中的瓶颈</span></li><li><span class="lesson-kind">图文</span><span>学习要点1:有选择地把任务委托给AI</span></li><li><span class="lesson-kind">图文</span><span>第二步:探索技术可行性</span></li><li><span class="lesson-kind">图文</span><span>学习2:面向AI的文档管理</span></li><li><span class="lesson-kind">图文</span><span>第三步:探索智能可行性</span></li><li><span class="lesson-kind">图文</span><span>学习3:评估机制</span></li><li><span class="lesson-kind">图文</span><span>第4步:构建</span></li><li><span class="lesson-kind">图文</span><span>心得4:风险管理</span></li><li><span class="lesson-kind">图文</span><span>技术洞察:像管理者一样思考</span></li></ul></div><div class="syllabus-unit"><h5>面向未来,立于不败</h5><ul><li><span class="lesson-kind">图文</span><span>引言</span></li><li><span class="lesson-kind">视频</span><span>Module 4|超越构建</span><small>48:18</small></li><li><span class="lesson-kind">图文</span><span>提出正确的问题</span></li><li><span class="lesson-kind">图文</span><span>研究:生成式AI建立在共识之上</span></li><li><span class="lesson-kind">图文</span><span>猜想:GenAI与人类有何不同?</span></li><li><span class="lesson-kind">图文</span><span>要点1:与幻觉共处</span></li><li><span class="lesson-kind">图文</span><span>可落地的指南:哪些任务该交给GenAI?</span></li><li><span class="lesson-kind">图文</span><span>要点二:有价值的观点都是反共识的,而这恰恰是GenAI无法提供的</span></li></ul></div><div class="syllabus-unit"><h5>附加模块 —— LLM是如何训练的</h5><ul><li><span class="lesson-kind">图文</span><span>训练机器学习模型</span></li><li><span class="lesson-kind">视频</span><span>预训练大语言模型</span></li><li><span class="lesson-kind">图文</span><span>“嘈杂微调”带来的问题</span></li><li><span class="lesson-kind">图文</span><span>指令微调(Instruction Fine Tuning)</span></li><li><span class="lesson-kind">图文</span><span>基于人类反馈的强化学习(RLHF)</span></li><li><span class="lesson-kind">图文</span><span>LLM推理中的Temperature(温度)参数</span></li><li><span class="lesson-kind">图文</span><span>我们为什么不教RAG:对其原理与未来的深入思考</span></li></ul></div><div class="syllabus-unit"><h5>附加模块 —— 精通Cursor:从注释到Agent</h5><ul><li><span class="lesson-kind">视频</span><span>课程简介与视频概览</span></li><li><span class="lesson-kind">图文</span><span>Cursor入门:你的AI编程搭档</span></li><li><span class="lesson-kind">图文</span><span>注释驱动编程:让AI来填补空白</span></li><li><span class="lesson-kind">图文</span><span>面向提示词的编程:通过对话写出更好的代码</span></li><li><span class="lesson-kind">图文</span><span>目标导向编程:让智能体动起来</span></li><li><span class="lesson-kind">图文</span><span>精炼Cursor的角色:用规则引导它的行为</span></li><li><span class="lesson-kind">图文</span><span>突破局限与最佳实践</span></li><li><span class="lesson-kind">图文</span><span>通过外部工具扩展Cursor的能力</span></li><li><span class="lesson-kind">图文</span><span>把Cursor作为通用AI入口</span></li></ul></div><div class="syllabus-unit"><h5>开源LLM与工具链</h5><ul><li><span class="lesson-kind">图文</span><span>为什么我们要讨论开源模型?</span></li><li><span class="lesson-kind">图文</span><span>Ollama与Open WebUI</span></li><li><span class="lesson-kind">图文</span><span>Open WebUI的配置与功能</span></li><li><span class="lesson-kind">图文</span><span>无需写代码,搭建完全本地化的RAG</span></li><li><span class="lesson-kind">图文</span><span>用Agent增强LLM能力</span></li><li><span class="lesson-kind">图文</span><span>重新审视上下文窗口管理:使用Open WebUI自动管理上下文窗口</span></li><li><span class="lesson-kind">图文</span><span>重访自动化周业务复盘(WBR):用Agent访问私有数据</span></li></ul></div></div></details></div></article><article class="syllabus-course syllabus-ai-architect"><div class="syllabus-course-name"><span class="syllabus-number">03</span><div><p>成为AI Architect</p><h3>AI Architect</h3><small>项目课 · 围绕自己的项目推进</small></div></div><div class="syllabus-course-body"><h4><span class="phrases">做出<wbr/>
1自己<wbr/>的<wbr/>AI<wbr/>应用,<wbr/>拿得<wbr/>出手,<wbr/>也<wbr/>用<wbr/>得上。</span></h4><p>跟着课程,让你的应用调用工具、记住上下文、连续完成任务。既能解决自己的问题,也能放进简历、拿出去展示。</p><div class="syllabus-format">视频导引 · 原创教材 · 核心项目</div><details class="syllabus-details" id="syllabus-ai-architect"><summary><span>查看<!-- -->AI Architect<!-- -->章节与课目</span><b aria-hidden="true">+</b></summary><div class="syllabus-units"><div class="syllabus-unit"><h5>导论</h5><ul><li><span class="lesson-kind">视频</span><span>视频 #1:我们要学什么?</span></li><li><span class="lesson-kind">视频</span><span>视频 #2:我们将获得什么?</span></li><li><span class="lesson-kind">视频</span><span>视频 #3:我们如何抵达目标?</span></li><li><span class="lesson-kind">图文</span><span>成为AI架构师</span></li><li><span class="lesson-kind">图文</span><span>你的作品:一个买不到的系统</span></li><li><span class="lesson-kind">图文</span><span>你将构建的三大超能力</span></li><li><span class="lesson-kind">图文</span><span>我们的方法:通往精通的结构化路径</span></li><li><span class="lesson-kind">图文</span><span>终点目标:你将锻造出什么</span></li></ul></div><div class="syllabus-unit"><h5>阶段A —— 核心智能体引擎</h5><ul><li><span class="lesson-kind">视频</span><span>视频 #4:阶段A演示与讲解</span></li><li><span class="lesson-kind">视频</span><span>视频 #5:Builder Space操作演示</span></li><li><span class="lesson-kind">视频</span><span>视频 #6:使用Build Space构建ChatGPT克隆版;问答</span></li><li><span class="lesson-kind">图文</span><span>打好基础——你的第一个FastAPI应用</span></li><li><span class="lesson-kind">图文</span><span>集成核心智能引擎</span></li><li><span class="lesson-kind">图文</span><span>用Agentic工具扩展能力</span></li><li><span class="lesson-kind">图文</span><span>手动调试Agent的“思维”</span></li><li><span class="lesson-kind">图文</span><span>用全栈体验闭合产品闭环</span></li><li><span class="lesson-kind">图文</span><span>模块小结</span></li></ul></div><div class="syllabus-unit"><h5>阶段B —— 项目实战</h5><ul><li><span class="lesson-kind">图文</span><span>回顾与跃迁:从引擎构建者到应用架构师</span></li><li><span class="lesson-kind">图文</span><span>你的战略加速器:深入解读AI Builder学员门户</span></li><li><span class="lesson-kind">图文</span><span>前路展望:你在Phase B的学习路径</span></li></ul></div><div class="syllabus-unit"><h5>阶段B —— 无摩擦交互</h5><ul><li><span class="lesson-kind">图文</span><span>新大陆——由无摩擦交互解锁的世界</span></li><li><span class="lesson-kind">图文</span><span>AI架构师的视角:在可能性中找到真正的价值</span></li><li><span class="lesson-kind">图文</span><span>点燃飞轮:你的全新“管理—创造”工作流</span></li><li><span class="lesson-kind">图文</span><span>你的起点:从想法到你的第一个魔法产品</span></li><li><span class="lesson-kind">图文</span><span>阶段1:产品定义简报</span></li><li><span class="lesson-kind">图文</span><span>阶段二:构建MVP</span></li><li><span class="lesson-kind">练习</span><span>第三阶段:你的任务——设计并构建属于你自己的超能力</span></li></ul></div><div class="syllabus-unit"><h5>阶段B —— 情境智能</h5><ul><li><span class="lesson-kind">图文</span><span>核心愿景:为你的AI注入记忆</span></li><li><span class="lesson-kind">图文</span><span>AI架构师视角:为你的数据设计一个“灵魂”</span></li><li><span class="lesson-kind">图文</span><span>再次点燃飞轮:运用“管理-创造”工作流</span></li><li><span class="lesson-kind">图文</span><span>你的起点:从你的数据到你的魔法</span></li><li><span class="lesson-kind">
1练习</span><span>你的任务:设计并构建属于你自己的数字分身</span></li></ul></div><div class="syllabus-unit"><h5>阶段B —— 主动智能</h5><ul><li><span class="lesson-kind">图文</span><span>核心愿景:赋予AI主动出击的能力</span></li><li><span class="lesson-kind">图文</span><span>AI架构师的视角:把智慧设计进自动化</span></li><li><span class="lesson-kind">图文</span><span>飞轮的最后一转:实践“管理 + 创造”工作流</span></li><li><span class="lesson-kind">图文</span><span>你的起点:构建你的第一个自主智能体</span></li><li><span class="lesson-kind">练习</span><span>你的任务:设计并打造属于你自己的战略顾问</span></li></ul></div><div class="syllabus-unit"><h5>A&#x27; 阶段 - 高级架构</h5><ul><li><span class="lesson-kind">图文</span><span>导论:从“能跑起来”到“可长期运行”</span></li><li><span class="lesson-kind">图文</span><span>架构师的驾驶舱:精通Context Debugger</span></li><li><span class="lesson-kind">图文</span><span>智能的深度:多模型编排与AI原生决策</span></li><li><span class="lesson-kind">图文</span><span>系统的鲁棒性:生产级工程</span></li><li><span class="lesson-kind">图文</span><span>结业总结:你已亲手锻造未来</span></li></ul></div><div class="syllabus-unit"><h5>案例与分析</h5><ul><li><span class="lesson-kind">图文</span><span>什么时候不该用AI</span></li><li><span class="lesson-kind">图文</span><span>无摩擦交互——探索Android手表的边界</span></li><li><span class="lesson-kind">图文</span><span>课代表和鸭哥工作的实况 | how the sausage is made</span></li></ul></div></div></details></div></article><article class="syllabus-course syllabus-agentic-ai"><div class="syllabus-course-name"><span class="syllabus-number">选修</span><div><p>看懂连续执行</p><h3>Agentic AI</h3><small>轻量选修 · 可穿插学习</small></div></div><div class="syllabus-course-body"><h4><span class="phrases">知道<wbr/>哪些<wbr/>任务<wbr/>能<wbr/>交给<wbr/>AI,<wbr/>哪些<wbr/>需要<wbr/>自己<wbr/>把关。</span></h4><p>看懂Agent怎样调用工具、检查结果、接着执行,判断什么时候让它继续、什么时候由你接手。难度低于AI Builders。</p><div class="syllabus-format">视频与图文 · Agent原理</div><details class="syllabus-details" id="syllabus-agentic-ai"><summary><span>查看<!-- -->Agentic AI<!-- -->章节与课目</span><b aria-hidden="true">+</b></summary><div class="syllabus-units"><div class="syllabus-unit"><h5>第一章:Agentic AI的定义、冲击与核心范式</h5><ul><li><span class="lesson-kind">视频</span><span>引言:Agentic AI的机会窗口</span></li><li><span class="lesson-kind">视频</span><span>第一课:从 “我问你答” 到“我说你做”</span></li><li><span class="lesson-kind">图文</span><span>第二课:Agentic AI的范式转变</span></li><li><span class="lesson-kind">视频</span><span>第三课:Agentic AI的三大核心特征</span></li><li><span class="lesson-kind">图文</span><span>第四课:典型案例回溯:这三个特征融合在一起有多厉害?</span></li><li><span class="lesson-kind">图文</span><span>第五课:从操作员到AI Manager</span></li></ul></div><div class="syllabus-unit"><h5>第二章:深入理解Cursor的三大思维模式与高级魔改</h5><ul><li><span class="lesson-kind">图文</span><span>引言</span></li><li><span class="lesson-kind">图文</span><span>三种编程思维:Command、Prompt与Objective Oriented Programming</span></li><li><span class="lesson-kind">视频</span><span>第二课:因地制宜运用三种模式</span></li><li><span class="lesson-kind">视频</span><span>第三课:.cursorrules:原理与自我进化</span></li><li><span class="lesson-kind">图文</span><span>第四课:拓展工具:引入搜索</span></li><li><span class="lesson-kind">图文</span><span>对比Devin:Agentic效果与实现方法</span></li><li><span class="lesson-kind">图文</span><span>第六课:Cursor手把手配置教程</span></li></ul></div><div class="syllabus-unit"><h5>第三章:面向Agentic AI产品形态的思考与技术架构</h5><ul><li><span class="lesson-kind">图文</span><span>引言</span></li><li><span class="lesson-kind">图文</span><span>第一课:产品形态:从“工具”到“抽象组合”的范式转变</span></li><li><span class="lesson-kind">视频</span><span>第二课:四大关键技术组件:如何系统构建Agentic AI</span></li><li><span class="lesson-kind">图文</span><span>第三课:为什么学习Agentic AI的第一步是忘记所有框架?</span></li><li><span class="lesson-kind">视频</span><span>结语:如何在工作中用好AI?</span></li></ul></div></div></details></div></article></div><div class="course-program-footer"><p>技术或非技术背景都可以。先从AI Coding开始,按自己的节奏推进。</p></div></section><section class="pricing section-space" id="pricing"><span class="anchor-alias" id="risk-free-cta"></span><span class="anchor-alias" id="risk-free-title"></span><div class="section-heading"><p class="eyebrow">AI BUILDERS · 2027 EDITION · 完整购买方案</p><h2><span class="phrases">从<wbr/>这里<wbr/>开始,</span><br/><span class="serif-emphasis"><span class="phrases">系统学会<wbr/>AI。</span></span></h2><p>四门系统课程,按自己的节奏学。带着工作和生活中的问题练,把学到的方法真正用起来。</p></div><article class="pricing-card"><div class="pricing-intro"><span>
1自学版 · 一次购买</span><h3>AI Builders<span class="pricing-heading-line">完整学习计划</span></h3><p class="price"><strong>$1,048</strong><span>或¥7,145 · 一次付清</span></p><div class="pricing-actions" data-purchase-surface="true"><a class="sales-cta light" href="https://www.superlinear.academy/checkout/ai-builders-2027" target="_blank" rel="noreferrer" data-analytics-event="checkout_clicked">美元购买 · $1,048 →</a><a class="sales-cta outline" href="https://www.superlinear.academy/checkout/ai-builders-2027-rmb" target="_blank" rel="noreferrer" data-analytics-event="checkout_clicked">人民币购买 · ¥7,145 →</a></div><p class="purchase-guarantee">14天无理由退款 · 购买后立即开通</p></div><div class="pricing-includes"><div><span>四门课终身权限与更新</span><ul><li>AI Coding</li><li>AI Builders</li><li>Agentic AI</li><li>AI Architect</li><li><span class="phrases">视频、<wbr/>原创<wbr/>教材<wbr/>与<wbr/>项目<wbr/>练习</span></li><li><span class="phrases">四门课<wbr/>后续<wbr/>更新<wbr/>与<wbr/>课程<wbr/>讨论</span></li><li><span class="phrases">AI Builders、<wbr/>AI<wbr/> Architect<wbr/>中文版<wbr/>结业证书</span></li></ul></div><div class="included-membership" id="stay-benefit"><span>另赠12个月Stay Superlinear会员</span><p><span class="phrases">闭门<wbr/>大师课、<wbr/>Skills Registry、<wbr/>AI<wbr/> Builder Space<wbr/>与<wbr/>社区<wbr/>答疑。</span></p><p class="founding-renewal"><span class="phrases">到期<wbr/>可<wbr/>按<wbr/>Founding价</span><span class="phrase-lock"><span class="phrases">$149/年</span></span><span class="phrase-lock"><span class="phrases">(¥999/年)</span></span><span class="phrases">续费,<wbr/>连续续费<wbr/>价格<wbr/>不变</span><span class="phrase-lock"><span class="phrases">(限前<wbr/>3,000名<wbr/>会员)<!-- --></span></span><span class="phrases">。</span></p><a href="https://stay.superlinear.academy/" target="_blank" rel="noreferrer">了解完整会员权益 ↗</a><small>会员到期不影响四门课的终身权限与更新。</small></div></div><p class="course-language">AI Builders、AI Architect提供中英文版本;AI Coding、Agentic AI目前为中文。</p><p class="ownership-note">今年11—12月计划更新一轮面向2027的课程,现在购买也包含在内。2027年1月1日起,美元价格调整为$1,299。</p></article><article class="maven-anchor"><div><span>英文直播版</span><h3>Maven英文直播班 · $1,999</h3><p>包含四门自学课终身权限、后续更新和1年会员;直播班另有固定节奏、实时授课、现场互动与项目反馈。</p></div><a href="https://maven.com/superlinear/aibuilders" target="_blank" rel="noreferrer">查看英文直播班 ↗</a></article></section><section class="long-term-learning section-space" id="long-term" aria-labelledby="long-term-title"><h2 class="long-term-label" id="long-term-title">继续了解</h2><nav class="long-term-path" aria-label="继续了解长期学习的价值"><a href="#projects"><strong>找到自己也想做的事</strong><small>700+社区项目分享里的灵感与做法 ↓</small></a><a href="#qa-proof"><strong>卡住了,怎样继续</strong><small>课程与会员Q&amp;A里的真实讨论 ↓</small></a><a href="#course-updates"><strong>怎样持续跟上变化</strong><small>四门课的后续更新 ↓</small></a></nav></section><section class="project-library section-space" id="projects" aria-labelledby="project-library-title"><span class="anchor-alias" id="starting-points"></span><header class="library-heading"><div class="library-count"><strong>700<span>+</span></strong><span>社区项目分享</span></div><div><p class="eyebrow">从生活小问题,到有真实用户的产品</p><h2 id="project-library-title"><span class="phrases">打开<wbr/>你<wbr/>对<wbr/>AI<wbr/>的<wbr/>想象。</span></h2><p>程序员、HR、运营、研究者,都在这里分享自己做的东西。看看与你背景相近的人做成了什么,找到自己也想动手的方向。</p></div></header><div class="library-grid"><a class="library-project" href="https://www.superlinear.academy/c/share-your-projects/10-12-7-happy-toy-scout" target="_blank" rel="noreferrer"><div class="library-image"><img alt="Happy Toy Scout实际产品界面,用地图查看门店与玩具信息" loading="lazy" width="720" height="450" decoding="async" data-nimg="1" style="color:transparent" src="/projects/happy-toy-scout.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/></div><div class="library-project-copy"><span class="library-category">程序员爸爸</span><h3><span class="phrases">玩具寻宝<wbr/>地图</span><span aria-hidden="true">↗</span></h3><strong class="library-signal">作者分享:10天12.7万用户</strong><p>从给家人找玩具的小需求,做到有真实用户和打赏的地图产品。</p></div></a><a class="library-project" href="https://www.superlinear.academy/c/share-your-projects/plankeywords" target="_blank" rel="noreferrer"><div class="library-image"><img alt="PlanKeywords实际扩词界面,以linen dress示例生成2,000个新候选词" loading="lazy" width="720" height="450" decoding="async" data-nimg="1" style="color:transparent" src="/projects/plankeywords.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/></div><div class="library-project-copy"><span class="library-category">跨境电商与内容运营场景</span><h3><span class="phrases">关键词<wbr/>
1情报库</span><span aria-hidden="true">↗</span></h3><strong class="library-signal">从关键词表做到桌面软件</strong><p>把自己熟悉的电商工作,做成关键词研究、页面规划与标题生成的工具。</p></div></a><a class="library-project" href="https://www.superlinear.academy/c/share-your-projects/5-app" target="_blank" rel="noreferrer"><div class="library-image"><img alt="作者公开的重训日志首页,展示训练计划、动作列表和保存状态" loading="lazy" width="720" height="450" decoding="async" data-nimg="1" style="color:transparent" src="/projects/strength-log.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/></div><div class="library-project-copy"><span class="library-category">多年HR与管理经验,无程序员背景</span><h3><span class="phrases">健身房里<wbr/>的<wbr/>重训<wbr/>日志</span><span aria-hidden="true">↗</span></h3><strong class="library-signal">做出自己每天训练要用的工具</strong><p>把每天训练要用的东西做出来,再带进健身房反复检查、修改。</p></div></a><a class="library-project" href="https://www.superlinear.academy/c/share-your-projects/shelfie-inventory-management-app" target="_blank" rel="noreferrer"><div class="library-image"><img alt="Shelfie实际手机界面,从语音录入到确认物品,再生成个人物品清单" loading="lazy" width="720" height="450" decoding="async" data-nimg="1" style="color:transparent" src="/projects/shelfie.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/></div><div class="library-project-copy"><span class="library-category">从家中物品管理的问题出发</span><h3><span class="phrases">语音物品清单</span><span aria-hidden="true">↗</span></h3><strong class="library-signal">做成装在自己手机里的物品清单</strong><p>图像方案受阻,借鉴同伴的语音实践,找到另一种做法。</p></div></a><a class="library-project" href="https://www.superlinear.academy/c/share-your-projects/coding-agent-dashboard" target="_blank" rel="noreferrer"><div class="library-image"><img alt="coSlash实际工作台,展示会话列表、上下文状态和继续任务的入口" loading="lazy" width="720" height="450" decoding="async" data-nimg="1" style="color:transparent" src="/projects/coslash.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/></div><div class="library-project-copy"><span class="library-category">
1同时使用多个AI编程助手</span><h3><span class="phrases">多<wbr/>Agent<wbr/>工作台</span><span aria-hidden="true">↗</span></h3><strong class="library-signal">同时查看多个AI助手的工作进展</strong><p>多个AI助手管不过来,就自己做一个面板管理进展,再分享为开源工具。</p></div></a><a class="library-project" href="https://www.superlinear.academy/c/share-your-projects/linko" target="_blank" rel="noreferrer"><div class="library-image"><img alt="Linko实际界面,展示用户项目与自动形成的知识领域分类" loading="lazy" width="720" height="450" decoding="async" data-nimg="1" style="color:transparent" src="/projects/linko.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/></div><div class="library-project-copy"><span class="library-category">十年数据科学经验,转做全职产品</span><h3><span class="phrases">自动<wbr/>整理<wbr/>知识<wbr/>的<wbr/>笔记</span><span aria-hidden="true">↗</span></h3><strong class="library-signal">三年迭代,已有长期使用的用户</strong><p>从自己的知识管理需求出发,长期打磨,做成有人持续使用的订阅产品。</p></div></a></div><div class="library-meaning"><h3><span class="phrases">找到<wbr/>可以<wbr/>借鉴<wbr/>的<wbr/>做法。</span></h3><p>Shelfie的作者受同伴启发,把受阻的图像方案改成语音工具;玩具寻宝地图的作者分享了10天122次部署与缓存重构。原帖里有做法、踩过的坑和后续讨论,也欢迎把自己的进展带回来交流。</p></div><footer class="library-footer"><p>选自社区成员的公开分享,成果与过程由作者自述;社区项目库向免费社区成员开放。</p><div class="library-browse-links"><a class="text-link" href="https://www.superlinear.academy/c/share-your-projects?topics=566927" target="_blank" rel="noreferrer">浏览学员项目 ↗</a><a href="https://www.superlinear.academy/c/share-your-projects/" target="_blank" rel="noreferrer">浏览社区项目库 ↗</a></div></footer></section><section class="instructors-brief section-space" id="instructors"><div class="section-heading"><p class="eyebrow">和立正、鸭哥一起学</p><h2><span class="phrases">把<wbr/>专家<wbr/>的<wbr/>判断,</span><br/><span class="phrases">变成<wbr/>你<wbr/>自己<wbr/>用<wbr/>得<wbr/>上<wbr/>的<wbr/>方法。</span></h2></div><div class="instructors-pair"><article><img alt="课程老师孙煜征" loading="lazy" width="360" height="360" decoding="async" data-nimg="1" style="color:transparent" src="/assets/yuzheng-portrait.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><div><span class="eyebrow">产品、组织与商业判断</span><h3>立正 · 孙煜征</h3><p><span class="phrases">从<wbr/>你的<wbr/>专业<wbr/>出发,<wbr/>判断<wbr/>用<wbr/>AI<wbr/>做<wbr/>什么<wbr/>值得、<wbr/>谁会用、<wbr/>做到<wbr/>什么<wbr/>程度<wbr/>才算<wbr/>有用。</span></p></div></article><article><img alt="课程老师鸭哥王言" loading="lazy" width="360" height="360" decoding="async" data-nimg="1" style="color:transparent" src="/assets/yage-portrait.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><div><span class="eyebrow">AI研究、工程与亲手实践</span><h3>鸭哥 · 王言</h3><p><span class="phrases">讲<wbr/>清AI<wbr/>为什么<wbr/>这样<wbr/>工作,<wbr/>带<wbr/>你<wbr/>动手<wbr/>做、<wbr/>检查、<wbr/>排错,<wbr/>把<wbr/>第一<wbr/>版<wbr/>做到<wbr/>可靠。</span></p></div></article></div></section><section class="qa-proof section-space" id="qa-proof" aria-labelledby="qa-proof-title"><header class="qa-proof-heading"><div><p class="eyebrow">课程讨论与会员Q&amp;A</p><h2 id="qa-proof-title"><span class="phrases">卡住时,</span><br/><span class="phrases">一起<wbr/>把<wbr/>下一步<wbr/>找<wbr/>出来。</span></h2></div><div class="qa-proof-summary"><p>遇到卡点,把问题带回来讨论。老师和同学的具体建议,帮你找到能继续做下去的办法。下面是两段真实经历。</p></div></header><div class="support-windows"><div><strong>课程内 · 1,000+条课程评论</strong><p>课内问题,就在课程原处问。老师的解释与同学的讨论,也能成为你的参照。</p></div><div><strong>会员Q&amp;A · 200+个真实问题</strong><small>近800条回复 · 2026年7月记录</small><p>在随课附带的会员期内,和老师、同学深入讨论工作、项目与方法问题。</p></div></div><div class="support-showcase"><article class="member-qa-example" aria-labelledby="member-qa-title"><p class="eyebrow">会员Q&amp;A · 工作与项目中的真实问题</p><h3 id="member-qa-title"><span class="phrases">做了<wbr/>一个<wbr/>月,<wbr/>App<wbr/>还<wbr/>没<wbr/>跑起来。<wbr/>该<wbr/>从<wbr/>哪里<wbr/>重新<wbr/>开始?</span></h3><p>一位成员写了几千字需求,反复开发求职助手,却一次也没跑通,开始怀疑自己能不能做成。</p><div class="member-qa-replies"><p><strong>鸭哥</strong><span>先做能收发一句话的最小版本,再逐步加上传、解析和AI评论。</span></p><p><strong>立正</strong><span>练习把大项目拆成能力范围内、或刚好够得着的小任务。</span></p><p><strong>同学</strong><span>拿出自己的项目文章,补充开发经验,也愿意继续交流。</span></p></div><div class="member-qa-reflection"><small>这位成员后来的复盘</small><strong><span class="phrases">真正<wbr/>需要<wbr/>改变<wbr/>的,<wbr/>是<wbr/>期待<wbr/>“一步<wbr/>到<wbr/>位”<wbr/>的<wbr/>构建<wbr/>方式。</span></strong></div><p class="qa-example-note">据真实会员问答匿名整理,保留卡点、回应和后续反思。</p></article><article class="qa-mini-case qa-mini-builders"><p>项目里的反馈 · AI Architect</p><h3><span class="phrases">想<wbr/>给<wbr/>外婆<wbr/>做<wbr/>一个<wbr/>App,<wbr/>先验证哪<wbr/>一步?</span></h3><div>Ye想给听力受损的外婆做一个降调App。AI推荐了复杂的语音模型,折腾几小时仍没跑通。鸭哥先用几十行Python验证方向,后来又引导她用日志排查部署超时。她继续完成录音、降调与播放,部署到Builder Space,留下42次代码提交和完整复盘。</div><strong>“我最近vibe coding下来的经验是,值钱的是判断力。要是没有鸭哥一开始指出来的方向,我都不知道要转多少圈。”</strong><a href="https://www.superlinear.academy/c/share-your-projects/ai-architect-ai-app-42" target="_blank" rel="noreferrer">看她的完整开发复盘 ↗</a></article></div><details class="qa-technical-detail"><summary><span><small>再看一次课程内答疑</small><strong><span class="phrases">AI<wbr/>答错<wbr/>时,<wbr/>怎样<wbr/>找到<wbr/>问题<wbr/>真正出<wbr/>
1在<wbr/>哪<wbr/>一层?<!-- --></span></strong></span><b aria-hidden="true">+</b></summary><div class="qa-proof-grid"><article class="qa-thread" aria-labelledby="qa-example-title"><header class="qa-thread-heading"><div><p class="eyebrow">AI Architect · 真实课程留言</p><h3 id="qa-example-title"><span class="phrases">同<wbr/>一个<wbr/>问题,<wbr/>Agent<wbr/>为什么<wbr/>时<wbr/>对<wbr/>时错?</span></h3></div><p>已匿名并压缩整理</p></header><div class="qa-message qa-message-student"><div class="qa-person"><span class="qa-initial" aria-hidden="true">问</span><span><strong>一位学员</strong><small>正在调试自己搭建的Agent</small></span></div><p>我让Agent查询实时赛况。同一句问题,有时答对,有时答错。Cursor说这是正常波动,建议从temperature或prompt入手。我该怎么判断,到底是哪一层出了问题?</p></div><div class="qa-message qa-message-yage qa-message-diagnosis"><div class="qa-person"><img alt="" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/yage-avatar.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span><strong>鸭哥</strong><small>先拆系统,再看日志</small></span></div><p>鸭哥没有先让同学多调几个参数。他把系统拆成两段:模型负责决定要不要搜索、用什么词搜索;搜索工具负责返回结果。接着,直接从日志逐层排查。</p></div><div class="qa-diagnostic-map" aria-label="从日志定位Agent出错的环节"><p><strong>没有调用搜索</strong><span>先看模型与提示词</span></p><p><strong>调用了,搜索词不对</strong><span>补足时间、来源和上下文</span></p><p><strong>搜索词正确,结果仍错</strong><span>再查搜索工具返回了什么</span></p></div><footer class="qa-outcome"><span>同学继续验证</span><strong>逐层排查后,多次运行的结果已经基本稳定、正确。</strong></footer></article><aside class="qa-range" aria-label="课程里的其他真实判断"><article class="qa-mini-case qa-mini-coding"><p>AI Architect · 能力边界</p><h3><span class="phrases">AI<wbr/>做出<wbr/>了<wbr/>我看<wbr/>不懂<wbr/>的<wbr/>系统,<wbr/>要<wbr/>先<wbr/>补<wbr/>完Python吗?</span></h3><div>一位没有后端经验的学员,三四小时做出了完整RAG MVP,却掉进“逐行读懂代码”的兔子洞。鸭哥把两件事分开:先用测试和结果判断它是否可靠;逐行读懂全部代码,不是开始验收的前提。</div><strong>先学会验收AI,再决定哪里值得深入。</strong><a href="https://www.superlinear.academy/c/share-your-projects/ai-architect#comment_wrapper_90390757" target="_blank" rel="noreferrer">看完整项目与鸭哥回复 ↗</a></article><p class="qa-boundary">以上案例来自真实课程问答与公开学员项目;问答案例已匿名、压缩整理。没有标准答案时,我们会把已知、未知和可以验证的下一步讲清楚。</p></aside></div></details></section><section class="more-proof section-space" id="more-reviews"><div class="section-heading"><p class="eyebrow">学员带回真实生活的变化</p><h2><span class="phrases">学到<wbr/>的<wbr/>方法,</span><br/><span class="phrases">后来<wbr/>真的<wbr/>用<wbr/>上了。</span></h2></div><div class="lasting-reviews"><blockquote>“我特意等了几个月才来评价,是想看看所学能不能真的用在工作里。几个月后,我已经把这些方法直接用进了日常工作。”<cite class="review-person"><img alt="Ying的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/307291.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>Ying</strong><small class="review-role">Principal Engineer</small><a href="https://maven.com/superlinear/aibuilders#course-reviews" target="_blank" rel="noreferrer" aria-label="查看Ying的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote><blockquote>“我做出了一个每天都在用的应用,也开始重新思考自己该强化什么核心能力;那些重复、规则明确的工作,现在可以交给AI。”<cite class="review-person"><span class="review-initials" aria-hidden="true">CD</span><span class="review-person-copy"><strong>Christine</strong><small class="review-role">Quant Researcher · JPMorgan Chase</small><a href="https://maven.com/superlinear/aibuilders#course-reviews" target="_blank" rel="noreferrer" aria-label="查看Christine的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote></div><details class="more-proof-details"><summary><span><small>更多学员的经历</small><strong><span class="phrases">不同<wbr/>
1起点,<wbr/>怎样<wbr/>把<wbr/>所学<wbr/>带回<wbr/>自己<wbr/>的<wbr/>生活<wbr/>和<wbr/>工作。</span></strong></span><b aria-hidden="true">+</b></summary><div class="review-rail additional-reviews"><blockquote><span class="stars" aria-label="五星评价">★★★★★</span><p>“<!-- -->我很喜欢课程里独到的思考方式,也喜欢那些可以直接用起来的做法。两位老师把这门课讲得很出色。<!-- -->”</p><cite class="review-person"><img alt="Vergil的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/337949.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>Vergil</strong><small class="review-role review-role-emphasized"><span class="review-position">Data Scientist – Analytics<span class="review-company-lock"><span class="review-role-divider"> · </span><strong class="review-company">Meta</strong></span></span></small><a href="https://maven.com/superlinear/aibuilders#course-reviews" target="_blank" rel="noreferrer" aria-label="查看Vergil的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote><blockquote><span class="stars" aria-label="五星评价">★★★★★</span><p>“<!-- -->课程让我更清楚AI的潜力和边界。最大的变化,是“怎样用AI解决问题”已经成了习惯;我也因此在工作中创造了更多机会,带来更大影响。<!-- -->”</p><cite class="review-person"><img alt="TT的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/346614.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>TT</strong><small class="review-role review-role-emphasized"><span class="review-position">Applied Scientist<span class="review-company-lock"><span class="review-role-divider"> · </span><strong class="review-company">Microsoft</strong></span></span></small><a href="https://maven.com/superlinear/aibuilders#course-reviews" target="_blank" rel="noreferrer" aria-label="查看TT的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote><blockquote><span class="stars" aria-label="五星评价">★★★★★</span><p>“<!-- -->鸭哥的项目演示,以及立正对AI Builder未来的展望,让我印象很深。综合项目让学习真正落到实践。很推荐给想成为有信心、有能力的AI Builder的人。<!-- -->”</p><cite class="review-person"><img alt="Yue的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/745841.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>Yue</strong><small class="review-role review-role-emphasized"><span class="review-position">Senior Software Engineer<span class="review-company-lock"><span class="review-role-divider"> · </span><strong class="review-company">Amazon</strong></span></span></small><a href="https://maven.com/superlinear/aibuilders#course-reviews" target="_blank" rel="noreferrer" aria-label="查看Yue的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote><blockquote><span class="stars" aria-label="五星评价">★★★★★</span><p>“<!-- -->这门课改变了我今后用AI做项目的方式,这种转变会影响我很多年;同时,课里的工具、方法和轻量项目流程,马上就能用进日常开发。<!-- -->”</p><cite class="review-person"><img alt="Ye的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/718446.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>Ye</strong><small class="review-role review-role-emphasized"><span class="review-position">Staff Engineer<span class="review-company-lock"><span class="review-role-divider"> · </span><strong class="review-company">Seeq</strong></span></span></small><a href="https://maven.com/superlinear/aibuilders#course-reviews:~:text=The%20tools%2C%20patterns%2C%20and%20lightweight%20project%20workflows%20are%20things%20I%20can%20use%20right%20away%20in%20my%20day-to-day%20work%20as%20
1a%20software%20engineer." target="_blank" rel="noreferrer" aria-label="查看Ye的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote></div><div class="more-quote-grid"><blockquote>“借助Builder思维,我用一门并不熟悉的编程语言,从零做出一个工具,收入约为学费两倍;之后也提高了效率,获得了新的合作机会。”<cite class="review-person"><img alt="Marvin的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/345278.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>Marvin</strong><small class="review-role">Developer · Yipi Tech</small><a href="https://maven.com/superlinear/aibuilders#course-reviews" target="_blank" rel="noreferrer" aria-label="查看Marvin的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote><blockquote>“课程既讲AI思维,也用具体案例带你动手。鸭哥把亲手实践过的做法和常见陷阱讲得很清楚;立正会挑战你的默认思路,让你重新理解生成式AI这项技术。”<cite class="review-person"><img alt="Nana的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/385839.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>Nana</strong><small class="review-role">Principal Data Scientist · DIRECTV</small><a href="https://maven.com/superlinear/aibuilders#course-reviews:~:text=Yan%20is%20very%20articulate%20in%20teaching%20and%20very%20skillful%20in%20practical%20applications%20of%20genAI.%20Yuzheng%20is%20very%20good%20at%20challenging%20your%20default%20thinking%20and%20offers%20good%20insights%20on%20the%20genAI%20as%20a%20technology%20itself." target="_blank" rel="noreferrer" aria-label="查看Nana的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote><blockquote class="path-review">“这门课让我形成了一套全新的AI使用与构建思路。项目从简单到复杂;一步步做下来,最后真的会知道,怎样在自己的场景里做出AI应用。”<cite class="review-person"><img alt="Xiaoxiao的Maven公开头像" loading="lazy" width="96" height="96" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/809569.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><span class="review-person-copy"><strong>Xiaoxiao</strong><small class="review-role">Data Engineer · Leboncoin</small><a href="https://maven.com/superlinear/aibuilders#course-reviews" target="_blank" rel="noreferrer" aria-label="查看Xiaoxiao的Maven公开评价">Maven公开评价 ↗</a></span></cite></blockquote></div><div class="starting-grid"><article class="case-study case-yellow"><div class="case-person"><img alt="Julia的Maven公开头像" loading="lazy" width="256" height="256" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/784407.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><p><strong>Julia</strong><span>Strategy Ops Manager · TikTok</span><a href="https://maven.com/superlinear/aibuilders#course-reviews" target="_blank" rel="noreferrer">Maven公开评价 ↗</a></p></div><div class="case-copy"><blockquote>“我没有技术背景,但课程给了我一套框架,帮助我思考怎样用AI构建。工作和日常生活里,我已经像换了一个视角,看见了更多可能。”</blockquote></div></article><article class="case-study case-green"><div class="case-person"><img alt="Peter Zhang的Maven公开头像" loading="lazy" width="256" height="256" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/744732.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><p><strong>Peter Zhang</strong><span>Student · UCL</span><a href="https://maven.com/superlinear/aibuilders#course-reviews:~:text=If%20you%E2%80%99re%20new%20to%20coding%2C%20this%20course%20is%20a%20great%20entry%20point.%20If%20you%E2%80%99re%20more%20experienced%2C%20you%E2%80%99ll%20gain%20a%20deeper%20understanding%20of%20how%20AI%20fits%20into%20real%20product%20workflows." target="_blank" rel="noreferrer">Maven公开评价 ↗</a></p></div><div class="case-copy"><blockquote>“我有计算机背景,课程的价值却在于让我从产品经理的角度思考:为什么需要一个产品,怎样测试想法,怎样逐步做出有用的东西。”</blockquote></div></article><article class="case-study case-purple"><div class="case-person"><img alt="Janet的Maven公开头像" loading="lazy" width="256" height="256" decoding="async" data-nimg="1" style="color:transparent" src="/assets/reviews/323008.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/><p><strong>Janet</strong><span>Technology Advisor · Connectd</span><a href="https://maven.com/superlinear/aibuilders#course-reviews:~:text=Instead%20of%20collecting%20tips%20and%20theory%2C%20we%20spent%20our%20time%20building%2
10real%20workflows%20and%20shipping%20small%2C%20production-grade%20projects." target="_blank" rel="noreferrer">Maven公开评价 ↗</a></p></div><div class="case-copy"><blockquote>“我们把时间花在构建真实工作流、交付小而接近生产标准的项目上。两位老师的框架,也把思维方式一步步变成了具体习惯。”</blockquote></div></article></div></details></section><section class="course-updates section-space" id="course-updates" aria-labelledby="course-updates-title"><div class="section-heading"><p class="eyebrow">一次购买 · 四门课终身权限与更新</p><h2 id="course-updates-title"><span class="phrases">AI<wbr/>在变,</span><br/><span class="phrases">学到<wbr/>的<wbr/>方法<wbr/>也<wbr/>继续<wbr/>更新。</span></h2><p>新工具出现,工作里遇到新问题,可以回来继续学。我们把新的方法与实践更新进课程;这四门课的后续版本无需再次购买。</p></div><div class="course-update-records" aria-label="已经发生的课程更新"><article><time>2024</time><h3><span class="phrases">全部<wbr/>演示,<wbr/>重新<wbr/>做<wbr/>一遍</span></h3><p>AI Builders最初使用GPT的Demo,后来全部用Claude重做。当时的公开复盘也继续追问:工具会变,该怎样选择?</p></article><article><time>2025 / 12</time><h3><span class="phrases">把<wbr/>项目<wbr/>课<wbr/>继续<wbr/>讲<wbr/>清楚</span></h3><p>AI Architect新增编码工具对比、课程整体概览与Builder Space视频教程,并改进教材排版。</p><a href="#syllabus-ai-architect">查看AI Architect课纲 ↑</a></article><article><time>2026 / 08</time><h3><span class="phrases">主课<wbr/>核心<wbr/>录像<wbr/>更新</span></h3><p>AI Builders更新四个核心模块与Office Hours录像:从上下文基础设施,到AI管理与项目实战。</p><a href="#syllabus-ai-builders">查看AI Builders课纲 ↑</a></article></div><p class="course-update-context">从2024年第一期直播开始,积累了13期教学。版本在更新,想教会你的事始终清楚:不断用AI做出有用的东西。</p></section><section class="decision section-space" id="faq"><div class="section-heading"><p class="eyebrow">常见问题</p><h2><span class="phrases">购买<wbr/>前,<wbr/>你<wbr/>可能<wbr/>还想问<wbr/>这些。</span></h2></div><div class="faq-shell"><div class="faq-list"><details><summary><strong><span class="phrases">没有<wbr/>编程<wbr/>基础,<wbr/>可以<wbr/>学吗?</span></strong><span aria-hidden="true">+</span></summary><div class="faq-answer"><p>可以。技术或非技术背景,都可以跟着三门主线课做出自己的AI应用。先从AI Coding开始,学会运行AI生成的程序、读懂报错、继续修改;完成AI Builders后,再进入AI Architect做自己的项目。</p></div></details><details><summary><strong><span class="phrases">工作<wbr/>很<wbr/>忙,<wbr/>应该<wbr/>怎样<wbr/>开始?</span></strong><span aria-hidden="true">+</span></summary><div class="faq-answer"><p>第一晚只做AI Coding,跨过行动门槛。接着从一个正在发生的工作瓶颈开始,把AI Builders的方法直接用进去;最后再为AI Architect选择一个值得长期投入的项目。课程永久保留,不需要一次追完。</p></div></details><details><summary><strong><span class="phrases">四门课<wbr/>应该<wbr/>按<wbr/>什么<wbr/>顺序学?</span></strong><span aria-hidden="true">+</span></summary><div class="faq-answer"><p>主线是AI Coding → AI Builders → AI Architect。Agentic AI难度低于AI Builders,是一门轻量选修:帮你看懂Agent怎样调用工具、观察结果、继续修正。它可以穿插学习,不影响三门主线的顺序。</p></div></details><details><summary><strong><span class="phrases">自学<wbr/>时<wbr/>卡住<wbr/>了,<wbr/>在<wbr/>哪里<wbr/>提问?</span></strong><span aria-hidden="true">+</span></summary><div class="faq-answer"><p>课内问题直接在课程评论区问。跨课程、项目、工作与职业问题,可以在会员有效期内带到社区Q&amp;A。可以和有相关经验的同学、立正或鸭哥一起查清原因,找到下一步。</p></div></details>
1<details><summary><strong><span class="phrases">AI Builders<wbr/> 2027<wbr/>和<wbr/>Stay Superlinear<wbr/>有<wbr/>什么<wbr/>区别?</span></strong><span aria-hidden="true">+</span></summary><div class="faq-answer"><p>AI Builders 2027是本页的完整学习计划,包含AI Coding、AI Builders、Agentic AI和AI Architect四门课;一次购买,四门课终身保留并持续更新。其中AI Builders核心课与AI Architect项目课不单独销售。Stay Superlinear是独立会员社区,会员有效期内包含AI Coding、Agentic AI、《真本事》,以及当期内容、工具和社区权益。现在购买本计划,随课程获得12个月会员;到期续费享Foundingä»·$149/年(人民币¥999/年),连续续费价格不变,限前3,000名会员。是否续费由你决定,不影响四门课。</p></div></details><details><summary><strong><span class="phrases">刚<wbr/>加入<wbr/>Stay Superlinear,<wbr/>后来<wbr/>想学<wbr/>AI Builders<wbr/> 2027<wbr/>怎么办?</span></strong><span aria-hidden="true">+</span></summary><div class="faq-answer"><p>首次购买会员后的14天内联系我们。完成AI Builders 2027购买后,我们会退回本次Stay Superlinear会员付款并取消对应订阅;后续会员权限改由AI Builders 2027订单提供,不让你为同一段会员权益重复付费。</p><a href="mailto:[email protected]" data-analytics-event="stay_upgrade_contact_clicked">联系我们处理会员换购 ↗</a></div></details><details><summary><strong><span class="phrases">AI Builders<wbr/> 2027<wbr/>自学版<wbr/>和<wbr/>Maven<wbr/>英文<wbr/>直播版<wbr/>有<wbr/>什么<wbr/>区别?</span></strong><span aria-hidden="true">+</span></summary><div class="faq-answer"><p>AI Builders 2027提供英文和中文自学内容,适合按自己的时间推进;当前为$1,048,包含四门课终身权限、后续更新和12个月会员。Maven是同一核心课程的英文直播班,当前公开价格为$1,999,另有固定节奏、实时授课、现场互动和项目反馈;报名同时包含完整AI Builders 2027自学版的终身权限、后续更新和1年会员。</p></div></details><details><summary><strong><span class="phrases">价格会<wbr/>调整<wbr/>吗?<wbr/>现在<wbr/>è´­ä¹°<wbr/>包含<wbr/>2027å¹´<wbr/>的<wbr/>课程<wbr/>更新吗?</span></strong><span aria-hidden="true">+</span></summary><div class="faq-answer"><p>美元价格目前为$1,048,2027å¹´1月1日起调整为$1,299。我们希望先完成面向2027年的这一轮课程更新,再调整价格;这轮更新计划在今年11—12月完成。现在购买,也包含这轮及后续课程更新,无需为更新另行付费。此前随课附带的18个月会员,是社区转型期间以照顾老学员为出发点的过渡安排;现在完整学习计划统一附带12个月Stay Superlinear会员。已经确认的历史权益继续按原承诺执行;如有个别问题,可以联系客服核对。</p></div></details><details><summary><strong><span class="phrases">公司<wbr/>有<wbr/>培训<wbr/>预算,<wbr/>可以<wbr/>提供<wbr/>报销<wbr/>材料<wbr/>或<wbr/>付款<wbr/>前<wbr/>的<wbr/>invoice吗?</span></strong><span aria-hidden="true">+</span></summary><div class="faq-answer"><p>可以配合准备材料,是否报销以你的公司政策为准。如果公司要求先审批、后付款,请联系[email protected];我们可以手动创建一份用于审批的未付款Stripe invoice,审批前无需付款。实际付款后,Stripe会生成该笔付款对应的invoice和receipt。完成AI Builders或AI Architect中文版后,还可以分别领取对应的中英双语课程结业证书。如公司还需要quotation、特定抬头或字段,请在邮件中一并说明。</p><button type="button" class="faq-resource-button">查看公司报销材料与中英文申请模板 <span aria-hidden="true">→</span></button><dialog class="reimbursement-dialog" aria-labelledby="_R_1ab7pbrb_"><div class="reimbursement-sheet"><header class="reimbursement-header"><div><span>AI BUILDERS·2027 EDITION</span><h2 id="_R_1ab7pbrb_">公司培训报销材料</h2><p>给经理或HR的课程说明,加上可直接修改的中英文申请邮件。</p></div><button type="button" class="reimbursement-close" aria-label="关闭公司培训报销材料">×</button></header><div class="reimbursement-process" aria-label="报销准备流程"><article><span>01</span><strong>先问公司</strong><p>确认professional training预算、审批人和所需字段。</p></article><article><span>02</span><strong>复制模板</strong><p>补上岗位、项目、金额和计划学习时间。</p></article><article><span>03</span><strong>需要付款前凭证</strong><p>来信申请未付款Stripe invoice;审批前无需付款。</p></article></div><div class="reimbursement-document-note"><strong>凭证怎样提供?</strong><p>实际付款后,Stripe会生成该笔付款对应的invoice和receipt;它们与审批阶段的未付款invoice是不同文件。付款前如需审批材料,请将姓名、公司、币种、账单信息和公司要求发给<a href="mailto:[email protected]">[email protected]</a>。</p><small>Stripe invoice和receipt是商业付款凭证。完成AI Builders或AI Architect中文版后,可分别领取对应的中英双语课程结业证书。如公司要求quotation、中国大陆增值税发票或特定税务格式,请在购买前来信确认。</small></div><div class="reimbursement-tabs" role="tablist" aria-label="选择模板语言"><button type="button" role="tab" aria-selected="true">中文模板</button><button type="button" role="tab" aria-selected="false">English template</button></div><section class="reimbursement-content" role="tabpanel"><article class="reimbursement-course-brief" lang="zh-CN"><span>可附在申请中的课程说明</span><h3>AI Builders 2027·AI长期自学计划</h3><p>
1AI Builders 2027提供英文版和中文版,其中AI Builders和AI Architect提供中英文版本;AI Coding和Agentic AI目前为中文。课程训练学员判断哪些AI应用值得做,再把它们做成可靠的工作流和系统,并能验收、排错和继续改进结果。包含四门课终身权限与后续更新。</p><ul><li>两年半、13期教学、3,000+付费学员</li><li>相关Maven英文直播班当前公开评分5.0/5</li><li>由Cornell经济学博士孙煜征与Columbia电气工程博士王言共同教授</li><li>当前费用:<!-- -->$1,048<!-- -->或<!-- -->¥7,145<!-- -->,以付款页为准</li></ul><div><a href="https://ai-builders.com" target="_blank" rel="noreferrer">自学课程主页 ↗</a><a href="https://maven.com/superlinear/aibuilders" target="_blank" rel="noreferrer">Maven英文介绍与评价 ↗</a></div></article><div class="reimbursement-template-heading"><div><span>申请邮件</span><strong>按你的岗位和项目修改方括号。</strong></div><button type="button">复制中文模板</button></div><pre class="reimbursement-template" lang="zh-CN">主题:专业培训预算申请|AI Builders 2027
2
3尊敬的[经理/HR/学习与发展负责人]:
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5我申请使用[年度/部门]专业培训预算,参加Superlinear Academy的AI Builders 2027自学计划(中文),申请金额为[金额及币种]。
6
7这套课程与我目前负责的[岗位/业务/项目]直接相关。课程围绕真实工作训练如何判断AI适合解决什么问题、把AI组织成可靠的工作流与系统,并对结果进行验收、排错和持续改进。
8
9我计划将课程方法用于[具体项目或工作流程],重点改善[提高效率/提升结果可靠性/缩短交付周期/沉淀可复用工作流或系统]。
10
11课程信息
12
13• 培训机构:Superlinear Academy
14• 课程名称:AI Builders 2027
15• 课程语言:中文
16• 学习形式:在线自学
17• 学习安排:主要利用晚间和周末完成,不影响正常工作
18• 课程内容:AI Coding、AI Builders、Agentic AI、AI Architect
19• 课程权限:四门课终身访问,并持续获得后续课程更新
20• 结业凭证:完成AI Builders、AI Architect中文版后,可分别领取中英双语课程结业证书
21• 申请金额:[付款页显示的金额及币种]
22• 自学课程主页与购买:https://ai-builders.com
23• Maven英文介绍与公开评价:https://maven.com/superlinear/aibuilders
24• 计划学习时间:[开始日期]至[预计完成日期]
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26Maven页面提供英文课程介绍和直播班的学员公开评价。本次申请的是自学版,可在晚间和周末灵活安排,当前价格也更低。
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28现申请批准使用[培训预算/学习发展经费]购买本课程。审批通过后,我会自行完成付款,并按公司规定提交invoice和receipt。如审批阶段需要付款前凭证,Superlinear Academy也可以提供一份未付款的Stripe invoice。
29
30感谢审批。如需课程介绍、费用说明或其他材料,我可以继续补充。
31
32此致
33敬礼
34
35[姓名]
36[岗位/部门]</pre></section></div></dialog></div></details><details><summary><strong><span class="phrases">付款<wbr/>后<wbr/>怎样<wbr/>开通<wbr/>课程?<wbr/>退款<wbr/>怎样<wbr/>处理?</span></strong><span aria-hidden="true">+</span></summary><div class="faq-answer"><p>课程会发放到付款时登录的Superlinear Academy账户。购买后14天内可以申请无理由退款。需要处理课程访问或退款,请联系[email protected]。具体付款条件以付款页为准。</p></div></details></div><div class="faq-final-cta" data-purchase-surface="true"><div><span>14天无理由退款</span><strong><span class="phrases">先<wbr/>开始学,<wbr/>亲自<wbr/>判断<wbr/>是否<wbr/>适合你。</span></strong><p>从AI Coding开始,亲手做一次,看看这种讲法和练法是否适合你。购买后立即开通;14天内可申请无理由退款。</p></div><div class="faq-final-actions"><a class="sales-cta light" href="https://www.superlinear.academy/checkout/ai-builders-2027" target="_blank" rel="noreferrer" data-analytics-event="checkout_clicked">美元购买 · $1,048 →</a><a class="sales-cta outline" href="https://www.superlinear.academy/c
36heckout/ai-builders-2027-rmb" target="_blank" rel="noreferrer" data-analytics-event="checkout_clicked">人民币购买 · ¥7,145 →</a></div></div><p class="faq-community">还没准备购买?<a href="https://signup.superlinear.academy/" target="_blank" rel="noreferrer">先免费加入社区,看看700+个项目分享和大家正在做什么 ↗</a></p></div></section><section class="public-work section-space" id="public-work"><div class="section-heading"><p class="eyebrow">公开思考与长期实践</p><h2><span class="phrases">课程<wbr/>之外,<wbr/>继续<wbr/>了解<wbr/>我们。</span></h2></div><div class="origin-proof-grid"><aside class="knowledge-bank-proof" id="knowledge-bank" aria-label="Knowledge Bank公开文章"><p class="eyebrow">公开文章 · 免费阅读</p><h3><span class="phrases">这些<wbr/>判断,<wbr/>我们<wbr/>一直<wbr/>公开<wbr/>写,<wbr/>也<wbr/>一直<wbr/>亲手验证。</span></h3><p>Knowledge Bank是我们长期公开写的AI文章:AI为什么这样工作、怎样用好它、人和AI怎样分工。先读文章,看看我们怎么想问题;课程再用教程、项目和反馈,把
36这些想法练成你的能力。</p><div class="knowledge-bank-articles" aria-label="Knowledge Bank代表文章"><a href="https://www.superlinear.academy/c/ai-resources/context-infrastructure" target="_blank" rel="noreferrer" data-analytics-event="knowledge_bank_clicked"><span aria-hidden="true">01</span><strong><span class="phrases">为什么<wbr/>AI<wbr/>只会说<wbr/>正确<wbr/>的<wbr/>废话,<wbr/>以及<wbr/>怎么<wbr/>把<wbr/>它<wbr/>逼出舒适区</span></strong><small aria-hidden="true">↗</small></a><a href="https://www.superlinear.academy/c/ai-resources/quality" target="_blank" rel="noreferrer" data-analytics-event="knowledge_bank_clicked"><span aria-hidden="true">02</span><strong><span class="phrases">良质<wbr/>与<wbr/>AI:<wbr/>为什么<wbr/>人类<wbr/>最<wbr/>不可<wbr/>替代<wbr/>的<wbr/>能力,<wbr/>反而是<wbr/>「看<wbr/>一眼<wbr/>才<wbr/>知道<wbr/>好不好」?</span></strong><small aria-hidden="true">↗</small></a><a href="https://www.superlinear.academy/c/ai-resources/chatgpt" target="_blank" rel="noreferrer" data-analytics-event="knowledge_bank_clicked"><span aria-hidden="true">03</span><strong><span class="phrases">关于<wbr/>ChatGPT<wbr/>最<wbr/>重要<wbr/>的<wbr/>五<wbr/>个<wbr/>问题</span></strong><small aria-hidden="true">↗</small></a></div><a class="knowledge-bank-index" href="https://www.superlinear.academy/c/ai-resources" target="_blank" rel="noreferrer" data-analytics-event="knowledge_bank_clicked">浏览Knowledge Bank <span aria-hidden="true">↗</span></a></aside><div class="origin-story origin-credentials"><div class="origin-facts"><p><strong>孙煜征</strong><span>Cornell经济学博士;曾任Amazon经济学家、Meta数据科学家、腾讯IEG数据与AI副总监、Statsig Principal Data Scientist与唯一布道师;Statsig后来被OpenAI收购;完成200+场科技公开对话</span></p><p><strong>王言</strong><span>Columbia电气工程博士;发表近40篇论文,研究发表于CVPR、NeurIPS、KDD等AI顶会,3,000+引用;长期做AI研究、工程、Agent与开源系统</span></p></div><div class="origin-links"><a href="https://www.lizheng.ai/" target="_blank" rel="noreferrer">孙煜征个人主页 · lizheng.ai ↗</a><a href="https://github.com/grapeot" target="_blank" rel="noreferrer">了解鸭哥的开源与工程实践 ↗</a><a href="#update-engine">看企业培训现场与公开记录 ↓</a></div></div></div></section><section class="update-engine section-space" id="update-engine" aria-labelledby="update-engine-title"><div class="section-heading update-heading"><p class="eyebrow">企业现场与长期实践</p><h2 id="update-engine-title"><span class="phrases">这些<wbr/>方法,</span><br/><span class="phrases">也在<wbr/>真实<wbr/>工作<wbr/>里<wbr/>接受<wbr/>检验。</span></h2><p>学员的问题、项目里的卡点、企业培训现场,不断带来新情况,也提醒我们哪里还要想得更深、讲得更清楚。</p></div><div class="enterprise-field"><figure class="enterprise-photo"><a href="https://www.superlinear.academy/c/public/sections/900177/lessons/3409707" target="_blank" rel="noreferrer" aria-label="查看DoorDash AI培训公开记录" data-analytics-event="enterprise_record_clicked"><img alt="DoorDash西雅图团队offsite AI培训现场,讲师在满场听众前分享AI实践" loading="lazy" width="1280" height="720" decoding="async" data-nimg="1" style="color:transparent" src="/assets/doordash-seattle-training.webp?dpl=dpl_5ummDXYAGnXf7g8dJJHu8KN2M9fb"/></a><figcaption><span>DoorDash Data Analytics团队 · Seattle · 2025</span><a href="https://www.superlinear.academy/c/public/sections/900177/lessons/3409707" target="_blank" rel="noreferrer" data-analytics-event="enterprise_record_clicked">查看公开记录 ↗</a></figcaption></figure><div class="enterprise-copy"><p class="eyebrow">企业培训现场</p><h3><span class="phrases">从<wbr/>个人<wbr/>项目,<wbr/>到<wbr/>复杂<wbr/>组织<wbr/>里<wbr/>的<wbr/>真实<wbr/>问题。</span></h3><p>我们在腾讯、美团、小红书、Pinterest和DoorDash做过AI培训与内部分享。不同岗位和业务,会很快检验这些方法好不好用,也让我们看见哪些问题值得继续研究。</p><div class="enterprise-links" aria-label="企业AI培训与内部分享公开记录"><a href="https://www.superlinear.academy/c/public/sections/900177/lessons/3964350" title="研发团队AI转型的常见误区与正确坐标系" target="_blank" rel="noreferrer" data-analytics-event="enterprise_record_clicked"><span>腾讯</span><small aria-hidden="true">↗</small></a><a href="https://www.superlinear.academy/c/public/sections/900177/lessons/4030640" title="从User到Builder:AI时代的个人进化指南" target="_blank" rel="noreferrer" data-analytics-event="enterprise_record_clicked"><span>美团</span><small aria-hidden="true">↗</small></a><a href="https://www.superlinear.academy/c/public/sections/900177/lessons/3990267" title="从30%到×10:AI时代的个人生产力跃迁" target="_blank" rel="noreferrer" data-analytics-event="enterprise_record_clicked"><span>小红书</span><small aria-hidden="true">↗</small></a><a href="https://www.superlinear.academy/c/public/sections/900177/lessons/3409683" title="数据科学家如何不被AI取代,并持续从AI进步中获益?" target="_blank" rel="noreferrer" data-analytics-event="enterprise_record_clicked"><span>Pinterest</span><small aria-hidden="true">↗</small></a><a href="https://www.superlinear.academy/c/public/sections/900177/lessons/3409707" title="如何通过管理context,让AI高质量完成工作?" target="_blank" rel="noreferrer" data-analytics-event="enterprise_record_clicked"><span>DoorDash</span><small aria-hidden="true">↗</small></a></div></div></div></section><footer class="sales-footer"><img alt="Superlinear Academy" loading="lazy" width="2253" 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