AI日更 | Cursor 深度集成 Kimi K2.5，小米发布 MiMo-V2 全栈模型 链接到标题

今日 AI 行业呈现从对话范式向智能体（Agent）范式转型的明确趋势。Cursor 宣布集成月之暗面 Kimi K2.5，标志着国产大模型开始进入国际顶尖开发工具链；小米发布 MiMo-V2 家族，以高性价比挑战头部模型性能。同时，Anthropic 与 OpenAI 分别通过功能更新与工具链收购，进一步强化了 AI 智能体在自动化研发与远程协作中的闭环能力。

一、今日要点回顾 链接到标题

  • Watch List： 来自 Stratechery by Ben Thompson 的《2026.12: Please Listen to My Podcast》值得优先关注，主要内容：【待翻译】- (Photo by Benjamin Fanjoy/Getty Images).
  • Welcome back to This Week in Stratechery!
  • As a reminder, each week,…。
  • Watch List： 最近 7 天共捕获 24 条重点更新，可按自身需求挑选源（播客/Newsletter/视频）深入阅读。
  • X 热点： 话题「Cursor Composer 2 Built on Moonshot’s Kimi K2.5 in Confirmed Partnership」热度较高（约 9000 条相关帖子），可作为了解全球 AI 舆情与观点的切入口。

二、X 平台 AI 热点（基于 bird） 链接到标题

话题 1：Cursor Composer 2 Built on Moonshot’s Kimi K2.5 in Confirmed Partnership 链接到标题

  • 分类：AI · News
  • 概况：热度时间：15 hours ago，相关帖子数：9000
  • 是什么事：Cursor 宣布与月之暗面（Moonshot AI）达成官方合作，其最新发布的 Composer 2 功能将由 Kimi K2.5 模型提供动力支持。
  • 为什么重要：这标志着国产大模型在编程这一高门槛垂直领域获得了国际顶尖 AI 开发工具的认可，展示了 AI 编程工具链向多模型集成及全球化协作演进的趋势。
  • 讨论概况：讨论焦点集中在 Kimi K2.5 在代码生成与逻辑推理上能否超越 Claude 3.5 Sonnet，以及在当前地缘政治背景下中美 AI 企业深度技术合作的罕见性。

话题 2：Iran’s New Supreme Leader Denies Attacks on Turkey and Oman in First Public Message 链接到标题

  • 分类：AI · Other
  • 概况：热度时间：1 day ago，相关帖子数：79000
  • 是什么事：伊朗新任最高领袖发布首条公开信息，正式否认了有关伊朗对土耳其和阿曼发动袭击的传闻。
  • 为什么重要：在地缘政治冲突中，AI 生成的深度伪造（Deepfake）和虚假信息常被用于舆论战，该事件成为 AI 时代验证官方信息真实性及应对自动化宣传的重要案例。
  • 讨论概况：X 平台上的讨论焦点集中于该声明的真实性核查、AI 算法在敏感政治信息传播中的推波助澜作用，以及该事件对中东局势和全球网络安全的影响。

话题 3：Netanyahu Quotes Historian on Jesus and Genghis Khan Amid Iran War Updates 链接到标题

  • 分类：AI · News
  • 概况：热度时间：23 hours ago，相关帖子数：339000
  • 是什么事：以色列总理内塔尼亚胡在针对伊朗局势的讲话中，引用历史学家关于耶稣与成吉思汗的观点进行类比，引发社交媒体大规模关注。
  • 为什么重要：该事件凸显了 AI 驱动的社交媒体算法在实时热点分发中的影响力，同时反映了 AI 技术在现代信息战、舆情监测及政治宣传分析中的关键作用。
  • 讨论概况：讨论焦点集中在内塔尼亚胡历史类比的准确性与政治意图，以及对中东局势进一步升级的担忧，部分用户关注算法如何放大此类高争议性言论。

话题 4：Karpathy’s Autoresearch Turns Laptops into AI Research Labs 链接到标题

  • 分类：AI · News
  • 概况：热度时间：，相关帖子数：66
  • 是什么事：Andrej Karpathy 推广了 Autoresearch 项目，旨在利用 LLM 代理在个人笔记本电脑上实现端到端的自动化 AI 科学研究。
  • 为什么重要：该项目降低了科研门槛，展示了 AI 代理在自主提出假设、编写代码及运行实验方面的潜力，预示着科研范式的自动化转型。
  • 讨论概况：讨论焦点集中在自动化研究的产出质量、是否会加剧学术论文灌水，以及本地算力在处理复杂科研任务时的瓶颈。

话题 5：Solo Developers Build 24/7 AI Labs at Home with MiniMax M2.7 链接到标题

  • 分类：AI · News
  • 概况：热度时间：15 hours ago，相关帖子数：853
  • 是什么事：独立开发者正利用 MiniMax M2.7 相关方案在家庭环境中构建 7x24 小时运行的个人 AI 实验室。
  • 为什么重要：这标志着高性能 AI 研发能力的去中心化，证明个人开发者无需依赖昂贵的云端算力即可实现复杂的模型部署与实验。
  • 讨论概况：讨论焦点集中在本地算力的成本效益比、家庭环境下的硬件维护挑战，以及这种“单兵作战”模式对 AI 行业创新格局的影响。

话题 6：Memecoin Traders Hunt Next Big Winner Amid Nostalgia Debate 链接到标题

  • 分类：AI · News
  • 概况：热度时间：，相关帖子数：197
  • 是什么事：模因币（Memecoin）交易者在寻找下一个爆款资产的同时，正围绕“怀旧情绪”与新叙事价值展开辩论。
  • 为什么重要：该现象体现了 AI 智能体（AI Agents）在加密金融领域的深度参与，展示了 AI 如何通过自主生成叙事来驱动市场情绪和资产流动性。
  • 讨论概况：讨论焦点在于市场应继续挖掘经典模因的怀旧价值，还是全面转向由 AI 代理主导的新型代币实验，以及这种热度的可持续性。

今日 X 上的 AI 舆情小结 链接到标题

今日舆论主线聚焦于AI技术从云端垄断向个人化、专业化深耕的范式转移，国产大模型在国际编程工具链中的突破与自动化科研工具的兴起，共同促成了“AI研发能力去中心化”的技术共识。然而，舆论在实效层面仍存在显著分歧，既体现在对国产模型与国际顶尖水平在逻辑推理上的能力博弈，也表现在加密金融领域对AI自主叙事与传统情感价值的取舍。与此同时，自动化科研可能带来的学术灌水风险，以及AI算法在地缘政治冲突中对虚假信息和争议言论的放大效应，构成了当前技术演进中亟待警惕的安全与伦理挑战。

三、大佬观点（Influencer Insights） 链接到标题

你好！我是你的 AI 行业分析师。基于过去 24 小时内 X 平台上 AI 领袖们的动态，我为你整理了这份深度简报。

今日的 AI 圈呈现出一种**“从对话范式向智能体（Agent）范式全面转型”**的紧迫感。无论是 Anthropic 的远程控制功能，还是小米、OpenAI 的密集发布，都指向了一个核心：AI 不再只是聊天框，而是深度嵌入工作流的“数字员工”。

1. 今日技术趋势与产品热点 链接到标题

🚀 Claude Code 开启“远程操控”时代 链接到标题

Anthropic 推出的命令行工具 Claude Code 发布了 Channels 功能，支持通过 Telegram 和 Discord 远程控制编码会话。

  • 核心价值：开发者无需守在电脑前，通过手机即可指挥 AI 完成代码编写、测试和部署。@dotey 认为这标志着 Claude 彻底“龙虾化”（Agent 化）。
  • 技术细节：@op7418 详细拆解了配置流程，指出其本质是基于 MCP 协议的远程事件推送。但 @Pluvio9yte 提醒，2.1.77 以上版本修改了用户 ID 格式，中转站适配需注意。

🐉 小米 MiMo-V2 家族：国产 Agent 模型的“奇袭” 链接到标题

小米正式发布 MiMo-V2 全栈模型家族（Pro、Omni、TTS），在开发者圈引发震动。

  • 性能表现：旗舰模型 MiMo-V2-Pro 参数超 1T，在 Agent 和代码能力上直逼 Claude 3.5 Sonnet，且价格仅为其五分之一。
  • 行业评价：@dotey 引用 DeepSeek 天才少女罗福莉的观点，称其为“无声的奇袭”，其 Hybrid Attention 架构和 MTP 推理技术为 Agent 时代量身定制。

⚖️ Cursor 与 Kimi 的“基座之争” 链接到标题

Cursor 发布 Composer 2 后被开发者扒出底层使用了 Kimi K2.5 模型，引发了关于开源协议与商业道德的激烈讨论。

  • 反转剧情：起初 Moonshot 员工公开质问，随后官方“反转”背书，确认 Cursor 是通过授权合作伙伴（Fireworks）合法使用。@dotey 指出，这反映了当前“持续预训练+强化学习”模式下，基座模型与上层应用之间模糊的边界感。

🛠️ OpenAI 的工具链大扫除 链接到标题

OpenAI 宣布收购 Astral（旗下拥有 uv, Ruff 等明星 Python 工具）。

  • 战略意图：@dotey 分析，OpenAI 意在让 Codex 智能体深度介入“规划-修改-验证-维护”的全流程，而不仅仅是生成代码片段。

2. 独特观点与行业前瞻 链接到标题

🧠 护城河的转移：从“代码”到“测试” 链接到标题

@ruanyf 提出一个警示：当 AI 能以极低成本（如 1100 美元）复刻像 Next.js 这样的大型框架时，代码本身已不再是护城河。“测试用例”将成为新的软件资产核心，因为它是验证 AI 生成内容正确性的唯一标准。

🏗️ “Harness Engineering”与编排式上下文 链接到标题

@dotey 提到了一个新概念：Orchestrated Context（编排式上下文）。未来的 AI 研发不再是写 Prompt，而是通过复杂的脚手架（Harness）来管理 Agent 的思考路径。罗福莉（@_LuoFuli）甚至在团队中强制要求每日与 Agent 对话超 100 轮，以加速范式转换。

📉 软件股的“AI 悖论” 链接到标题

@ruanyf 观察到 AI 股暴涨但传统软件股阴跌的现象。他认为 AI 正在重塑软件开发成本，导致市场对传统软件公司的估值逻辑发生动摇。同时，@lijigang 提醒，虽然生产力被放大，但**“价值捕获”可能被上游模型方收拢**，下游开发者的利润空间面临挤压。

🛡️ 学术诚信的“AI 诱捕” 链接到标题

ICML 2026 通过在论文 PDF 中埋入“隐藏提示词（Honey-pot Prompts）”成功抓获 500 多名用 AI 代写意见的审稿人。@dotey 认为这种“用 AI 对抗 AI”的思路将成为未来内容真实性校验的主流。

3. 推荐工具与资源 链接到标题

🔧 开发者利器 链接到标题

  • Claude Code Channels：官方远程控制插件，支持 Telegram/Discord。
  • OpenClaw (龙虾)：知县（@zhixianio）开发的 Agent 框架，今日更新了飞书官方插件，支持流式输出，安装极其丝滑。
  • uv / Ruff：被 OpenAI 收购的 Python 极速工具链，Python 开发必备。
  • gstack：YC CEO 开源的工具集，可将 Claude Code 变成一个有流程管控（Think-Plan-Build-Review）的开发团队。

🎨 创意与设计 链接到标题

  • Midjourney V8：正式发布，生成速度提升 5 倍，支持 2K 直出，文字渲染能力大幅增强。@op7418 已完成首测。
  • Google Stitch：AI 生成 UI 的新标杆，引入 DESIGN.md 规范。@AI_Jasonyu 认为它将取代 80% 的初级 UI 设计师。
  • LibTV：AI 视频创作平台，支持 Agent 通过 API 自动化生产视频脚本和成片。

📊 效率与分析 链接到标题

  • ValueCell AI：美股/A股实时投研分析工具，支持策略回测和自动生成报告。
  • aily (飞书)：飞书内置的 AI 伙伴，支持一键总结群聊、生成日报和 PPT。
  • AdsPower：指纹浏览器，被 @AI_Jasonyu 推荐用于团队间的“账号远程协作”，无需分享密码即可共享登录环境。

分析师点评： 今天的动态显示，AI 行业正在经历从“玩具”到“工具”的惊险一跳。“Skills（技能）”正在取代“App”成为新的生态单位。正如 @dotey 所言，Agent 就像操作系统，没有 Skills 它什么也做不了。对于从业者来说，现在的核心竞争力不再是写代码，而是**“编排 Agent 的能力”**。

四、Watch List 更新综述 链接到标题

时间窗口：最近 7 天；覆盖 16 个源；共 24 条更新

a16z Podcast （A_full） 链接到标题

  • OpenClaw: Why the Internet Isn’t Built for AI Agents

    • 发布时间：2026-03-19 18:00 北京时间
    • 摘要：【待翻译】- Yoko Li, Guido Appenzeller, and Joel de la Garza discuss OpenClaw, the open source personal AI assistant that’s forcing a rethink of how identity, permissions, and security work on the internet.
      • They cover why setting up Gmail integration took seven hours, what happens when an agent asks for domain-wide access to every email in your company, and why consumer websites like DoorDash and Amazon have no incentive to make their services agent-friendly.
      • Resources: Follow Yoko Li on X: Follow Guido Appenzeller on X: Follow Joel de la Garza on LinkedIn: Check out everything a16z is doing with artificial intelligence here , including articles, projects, and more podcasts.
      • Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund.
      • a16z and its affiliates may maintain investments in the companies discussed.
    • EN 要点：
      • Yoko Li, Guido Appenzeller, and Joel de la Garza discuss OpenClaw, the open source personal AI assistant that’s forcing a rethink of how identity, permission…
      • They cover why setting up Gmail integration took seven hours, what happens when an agent asks for domain-wide access to every email in your company, and why con…
      • Resources:
      • Follow Yoko Li on X:  https://twitter.com/stuffyokodraws

  • What’s Missing Between LLMs and AGI - Vishal Misra & Martin Casado

    • 发布时间：2026-03-17 19:05 北京时间
    • 摘要：【待翻译】- Vishal Misra returns to explain his latest research on how LLMs actually work under the hood.
      • He walks through experiments showing that transformers update their predictions in a precise, mathematically predictable way as they process new information, explains why this still doesn’t mean they’re conscious, and describes what’s actually required for AGI: the ability to keep learning after training and the move from pattern matching to understanding cause and effect.
      • Resources: Follow Vishal Misra on X: Follow Martin Casado on X: Check out everything a16z is doing with artificial intelligence here , including articles, projects, and more podcasts.
      • Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund.
      • a16z and its affiliates may maintain investments in the companies discussed.
    • EN 要点：
      • Vishal Misra returns to explain his latest research on how LLMs actually work under the hood
      • He walks through experiments showing that transformers update their predictions in a precise, mathematically predictable way as they process new information, ex…
      • Resources:
      • Follow Vishal Misra on X: https://x.com/vishalmisra

Y Combinator Podcast （B_intro+search） 链接到标题

  • Inside The Startup Reinventing America’s Trillion Dollar Chemical Industry

    • 发布时间：2026-03-20 23:00 北京时间
    • 摘要：【待翻译】- You’ve probably already heard all about OpenClaw (formerly Clawdbot/Moltbot).
      • The viral sensation is an open-source AI assistant that runs on your own device, connects with messaging apps you already use, and goes beyond chat to actually execute tasks like managing your email, calendars, files, workflows, and more.
      • Now meet the man behind it.
      • YC’s Raphael Schaad sat down with Peter Steinberger, the creator of OpenClaw, to discuss the “aha” moment behind the viral personal AI agent, why local-first agents could replace many of today’s apps, and how personal agents will reshape the future of software.
    • EN 要点：
      • Solugen is reinventing the trillion-dollar chemical manufacturing industry by combining biology and chemistry in a new way
      • In this episode of Hard Tech, YC’s Jared Friedman visits co-founders Gaurab Chakrabarti and Sean Hunt at their Houston HQ to see how they went from a $7,000 PVC…
      • They cover the breakthrough behind their enzymatic + catalytic production, how they found their first customers, and why starting small and staying close to cus…

  • Building A Global AI Startup From India

    • 发布时间：2026-03-16 22:00 北京时间
    • 摘要：【待翻译】- You’ve probably already heard all about OpenClaw (formerly Clawdbot/Moltbot).
      • The viral sensation is an open-source AI assistant that runs on your own device, connects with messaging apps you already use, and goes beyond chat to actually execute tasks like managing your email, calendars, files, workflows, and more.
      • Now meet the man behind it.
      • YC’s Raphael Schaad sat down with Peter Steinberger, the creator of OpenClaw, to discuss the “aha” moment behind the viral personal AI agent, why local-first agents could replace many of today’s apps, and how personal agents will reshape the future of software.
    • EN 要点：
      • In this episode of The Lightcone, we talk with Mukund and Madhav Jha, the founders of Emergent - an AI platform that lets anyone build and ship production-re…
      • In just eight months, users have created more than 7 million apps on Emergent, with the number doubling in just the last 45 days
      • We discuss how they built one of the most powerful AI coding agents, why they focused on non-technical users and what it’s like building in India for a global a…
      • 01:18 - Founder Backstory 02:09 - From AI Testing to General Coding Agents 02:52 - Getting Ahead of the Market 04:18 - The Pivot to Non…

All-In Podcast （A_full） 链接到标题

  • Jensen Huang LIVE: Nvidia’s Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis

    • 发布时间：2026-03-20 04:42 北京时间
    • 摘要：【待翻译】- (0:00) Jensen Huang joins the show.
      • (0:26) Acquiring Groq and the inference explosion (8:53) Decision making at the world’s most valuable company (10:47) Physical AI’s $50T m….
      • This piece from All-In Podcast explains how Jensen Huang LIVE: Nvidia’s Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis shapes the broader AI and infrastructure landscape.
    • EN 要点：
      • (0:00) Jensen Huang joins the show
      • (0:26) Acquiring Groq and the inference explosion (8:53) Decision making at the world’s most valuable company (10:47) Physical AI’s $50T m…

  • John Fetterman: The Rogue Democrat Who Broke Party Ranks

    • 发布时间：2026-03-18 19:35 北京时间
    • 摘要：【待翻译】- (0:00) David Friedberg welcomes Senator John Fetterman; SAVE Act thoughts (1:08) The broken Democratic Party: TDS, what he stands for, why the party c….
      • Fetterman: Follow the besties: http….
      • This piece from All-In Podcast explains how John Fetterman: The Rogue Democrat Who Broke Party Ranks shapes the broader AI and infrastructure landscape.
    • EN 要点：
      • (0:00) David Friedberg welcomes Senator John Fetterman; SAVE Act thoughts (1:08) The broken Democratic Party: TDS, what he stands for, why the party c…
      • Fetterman: https://x.com/SenFettermanPA Follow the besties: http…

  • Travis Kalanick & Michael Dell Live from Austin, Texas

    • 发布时间：2026-03-17 12:11 北京时间
    • 摘要：【待翻译】- Discover what executives are saying about AI transformation in the latest AI Pulse Survey.
      • Forge Global: We’re proud to highlight our partners at Forge Global, who are helping the world’s most innovative private companies and their teams gain #liquidcourage on their terms.
      • Learn more here: De’Longhi Athena Polymarket (0:00) Travis Kalanick: Officially exiting stealth mode, what he’s been working on (5:52) How to automate the physical world, markets to go after (11:00) Return to self-driving: Tesla, Waymo, and the autonomous race (16:17) Leaving Los Angeles for Austin, the decline of truth and justice in California (25:51) Actuators, robot hands, “Capital as a weapon,” Middle East SWF impacted by Iran War (36:00) Michael Dell: Dorm room to $140B in annual revenue, why Texas attracts founders (43:46) Dell’s $50B AI infrastructure bet (1:03:50) Invest America: Michael Dell’s $6.25B gift - A 401k from birth for 25M kids This podcast was recorded LIVE at Arena Hall in Austin, Texas.
      • Learn more here: De’Longhi Athena Polymarket (0:00) Travis Kalanick: Officially exiting stealth mode, what he’s been working on (5:52) How to automate the physical world, markets to go after … : EY: Austin vibes meet AI innovation Thanks to EY for co‑hosting with us at #SXSW.
      • <a href="… Travis Kalanick & Michael Dell Live from Austin, Texas.
    • EN 要点：
      • (0:00) Travis Kalanick: Officially exiting stealth mode, what he’s been working on (5:52) How to automate the physical world, markets to go after …
      • : EY: Austin vibes meet AI innovation
      • Thanks to EY for co‑hosting with us at #SXSW. Discover what executives are saying about AI transformation in the latest AI Pulse Survey. <a href="…

Lenny’s Podcast （A_full） 链接到标题

  • How I built LennyRPG

    • 发布时间：2026-03-18 23:27 北京时间
    • 摘要：【待翻译】- <a class=“image-link image2 is-viewable-img” href=".
      • ,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49571_3016x3016.p….
      • ,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49….
      • In this episode, Ben walks through the exact six-step workflow he used to go from sketch to shipped game, including the tools, prompts, and decisions at every s….
    • EN 要点：
      • <a class=“image-link image2 is-viewable-img” href=“https://substackcdn.com/image/fetch/$s_
      • ,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49571_3016x3016.p…
      • ,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49…
      • In this episode, Ben walks through the exact six-step workflow he used to go from sketch to shipped game, including the tools, prompts, and decisions at every s…

  • How I built LennyRPG

    • 发布时间：2026-03-17 20:46 北京时间
    • 摘要：【待翻译】- 👋 Each week, I answer reader questions about building product, driving growth, and accelerating your career.
      • A few months ago, I shared all of my podcast transcripts on socials on a whim, and holy sh*t, y’all found such incredibly creative ways to use this data: parenting wisdom rooted in PM advice , user research scripts , antimemes , an infographic for every episode , a “Learn from Lenny” Twitter bot , and at least 50 other amazing projects.
      • But my favorite project of all was by Ben Shih , a non-technical product designer at Miro, who created LennyRPG .
      • I asked Ben to share the step-by-step journey behind this wildly fun, video-game-inspired project—how he built it and what he learned.
      • To let a thousand more flowers bloom, today I’m releasing my entire newsletter archive (and my podcast transcripts) in AI-friendly Markdown files.
    • EN 要点：
      • 👋 Each week, I answer reader questions about building product, driving growth, and accelerating your career
      • For more: Lenny’s Podcast | Lennybot | <a href=“https://www…
      • via=lenny”>public speaking course , and interview prep copilot <a class…
      • “> Subscribe now P.S

  • 🎙️ This week on How I AI: From Figma to Claude Code and back & From journalist to iOS developer

    • 发布时间：2026-03-16 23:03 北京时间
    • 摘要：【待翻译】- From Figma to Claude Code and back Brought to you by Optimizely —Your AI agent orchestration platform for marketing and digital teams Gui Seiz (designer) and Alex Kern (engineer) from Figma show how to pull a live interface from production, staging, or localhost into Figma, turn it into editable design frames, explore variations collaboratively, and push changes back into code using Claude Code and MCPs—creating a continuous design ↔ code loop.
      • Listen now on YouTube | Spotify | Apple Podcasts Biggest takeaways: - The design handoff is dead—replaced by continuous sync.
      • Instead of designers creating comprehensive design packages with every state documented, AI enables bidirectional flow between Figma and code.
      • Pull production code into Figma to see what actually exists, make changes in Figma, then push those changes directly back to code.
        • Direct manipulation still beats prompting for precision.
    • EN 要点：
      • <a class=“image-link image2” href=“https://substackcdn.com/image/fetch/$s_
      • ,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.pn…
      • ,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432…
      • ,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F62879f2b-76f1-4b6e-bc88-eceb5c0f1250_1600x114.pn…

  • From journalist to iOS developer: How LinkedIn’s editor builds with Claude Code | Daniel Roth

    • 发布时间：2026-03-16 20:04 北京时间
    • 摘要：【待翻译】- Daniel Roth , editor in chief at LinkedIn, went from business writer to iOS app developer, without ever learning how to code.
      • Using Claude Code, Daniel built and shipped multiple production-ready iOS apps to the App Store, including Commutely, a personalized train-tracking app for New York commuters.
      • Listen or watch on YouTube , Spotify , or Apple Podcasts What you’ll learn: - How to set up a dual-agent Claude Code system (builder + reviewer) - Why being a “picky customer” is the right mindset for non-technical builders - How Daniel prioritizes features using AI-ranked impact vs.
      • build time - Why saving everything as Markdown files creates long-term context - The importance of branch-based development—even when AI writes the code - How Daniel ships to the App Store without formal engineering experience - His end-of-day “What did I drop the ball on?” Copilot workflow Brought to you by: WorkOS —Make your app enterprise-ready today Vanta —Automate compliance and simplify security In this episode, we cover: ( 00:00 ) Introduction to Daniel Roth ( 02:46 ) Daniel’s AI development workflow overview ( 05:56 ) Using Claude to prioritize feature ideas ( 08:58 ) Building vs.
      • marketing ( 09:47 ) Creating a retention plan for his app ( 10:38 ) Introducing Bob the Builder and Ray the Reviewer ( 13:50 ) How Bob and Ray work together to build features ( 14:37 ) Why Daniel focuses on learning the process ( 16:34 ) The importance of using branches for development ( 17:39 ) Managing AI agents like managing a team ( 21:12 ) Navigating the App Store ( 23:06 ) Being a “picky customer” rather than a PM ( 25:00 ) Testing in Xcode and shipping to the App Store ( 28:14 ) Quick recap ( 30:00 ) Creating terminal aliases with Claude ( 31:38 ) Demo of his Commutely app ( 32:10 ) Using Copilot to manage work responsibilities ( 35:05 ) How Daniel talks to AI without personifying it Tools referenced: • Claude: • Claude Code: • Cursor: • Xcode: • Canva: • Microsoft Copilot: • Terminal: • Obsidian: Other reference: • Commutely (iOS app): Where to find Daniel Roth: LinkedIn: Newsletter: Where to find Claire Vo: ChatPRD: Website: LinkedIn: X: Production and marketing by .
    • EN 要点：
      • Daniel Roth , editor in chief at LinkedIn, went fr…
      • Using Claude Code, Daniel built and shipped multiple production-ready iOS apps to the App Store, including Commutely, a personalized train-tracking app for New…
      • i=1000755560615”>Apple Podcasts What you’ll learn:

  • How to set up a dual-agent Claude Code system (builder + revie…

    • build time

  • Why saving everything as Markdown files creates long-term context

  • The importance of branch-based development—even…

  • The tactical playbook for getting 20-40% more comp (without sounding greedy) | Jacob Warwick (Executive Negotiator)

    • 发布时间：2026-03-15 20:31 北京时间
    • 摘要：【待翻译】- Jacob Warwick is an executive negotiation coach who helps senior operators negotiate better salary, equity, titles, and severance packages.
      • He has worked with leaders across tech and Hollywood, was previously a founder and CEO himself, and has helped clients secure millions in additional compensation.
      • His approach focuses on collaboration over confrontation, understanding motivations, and treating job searches like enterprise sales processes.
      • Why a simple “What’s the chance there’s a little more here?” often unlocks a 20% bump 2.
      • Why Jacob sees 40% average movement when negotiations are run well 3.
    • EN 要点：
      • Jacob Warwick is an executive negotiation coach who helps senior operators negotiate better salary, equity, titles, and severance packages
      • He has worked with leaders across tech and Hollywood, was previously a founder and CEO himself, and has helped clients secure millions in additional compensatio…
      • His approach focuses on collaboration over confrontation, understanding motivations, and treating job searches like enterprise sales processes.

<st… - Why a simple “What’s the chance there’s a little more here

Stratechery by Ben Thompson （A_full） 链接到标题

  • 2026.12: Please Listen to My Podcast

    • 发布时间：2026-03-21 01:00 北京时间
    • 摘要：【待翻译】- (Photo by Benjamin Fanjoy/Getty Images).
      • Welcome back to This Week in Stratechery!
      • As a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; highlighted links are free for everyone.
      • Additionally, you have complete control over what we send to you.
      • On that note, here were a few of our favorites this week.
    • EN 要点：
      • <img alt=”” class=“wp-image-18592” height=“1133” src=“https://i0.wp.com/stratechery.com/wp-content/uploads/2…
      • resize=1700%2C1133&ssl=1” width=“1700” /> (Photo by Benjamin Fanjoy/Getty Images)
      • Welcome back to This Week in Stratechery
      • As a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; hig…

  • Spring Break

    • 发布时间：2026-03-19 18:00 北京时间
    • 摘要：【待翻译】- Stratechery is on a bit of a disjointed Spring Break, as my usual week off will be spread out:.
        • There will be no Update on Thursday, March 19.
        • There will be no Update on Monday and Tuesday, March 23–24; there will be an Update and Interview on Wednesday and Thursday, March 25–26.
        • There will be no Update on Monday, March 30.
      • All other Stratechery Plus content, including my podcasts, will stay on schedule.
    • EN 要点：
      • Stratechery is on a bit of a disjointed Spring Break, as my usual week off will be spread out:
        • There will be no Update on Thursday, March 19
        • There will be no Update on Monday and Tuesday, March 23–24; there will be an Update and Interview on Wednesday and Thursday, March 25–26

  • Jensen Huang and Andy Grove, Groq LPUs and Vera CPUs, Hotel California

    • 发布时间：2026-03-18 18:00 北京时间
    • 摘要：【待翻译】- GTC 2026 marked an important inflection point for Nvidia, as the company is selling multiple architectures, instead of focusing on just one GPU.
      • The motivation is serve all needs and keep all customers.
      • GTC 2026 marked an important inflection point for Nvidia, as the company is selling multiple architectures, instead of focusing on just one GPU The motivation is serve all needs and keep all customers.
      • Jensen Huang and Andy Grove, Groq LPUs and Vera CPUs, Hotel California.
    • EN 要点：
      • GTC 2026 marked an important inflection point for Nvidia, as the company is selling multiple architectures, instead of focusing on just one GPU
      • The motivation is serve all needs and keep all customers.

  • An Interview with Nvidia CEO Jensen Huang About Accelerated Computing

    • 发布时间：2026-03-17 18:00 北京时间
    • 摘要：【待翻译】- Listen to this post: Good morning, This week’s Stratechery Interview is running early this week, as I had the chance to speak in person with Nvidia CEO Jensen Huang at the conclusion of his GTC 2026 keynote , which took place yesterday in San Jose .
      • I have spoken to Huang four times previously, in May 2025 , March 2023 , September 2022 , and March 2022 .
      • In this interview we talk about a keynote that came across like a bit of a history lesson, and what that says about a company that still feels small even as it’s the most valuable in the world, as well as what has changed in AI over the last year.
      • Then we discuss a number of announcements that might feel like a change in approach (although Huang disagrees), including Nvidia’s burgeoning CPU business and the Groq acquisition.
      • Finally we discuss scarcity in the AI stack and how that affects Nvidia, the China question, and Huang’s frustration with doomers and their influence in Washington.
    • EN 要点：
      • Listen to this post:

  • Agents Over Bubbles

    • 发布时间：2026-03-16 18:00 北京时间
    • 摘要：【待翻译】- Listen to this post : Log in to listen There is a weird paradox in terms of AI prognostication: on one hand, you don’t want to be the one to completely dismiss the most terrifying doomsday scenarios; who wants to be found out to be foolishly optimistic?
      • At the same time, there is also pressure to give credence to the possibility that we are in a bubble, and all of this hype and spending is going to go belly up.
      • While I have argued against the former , I have very much been on board with the latter, making the case that bubbles can be good .
      • Sitting here in March 2026, however, on the morning of Nvidia’s GTC, I’ve come to a different conclusion: I don’t think we’re in a bubble (which, paradoxically, maybe is the truest evidence we are).
      • LLM Paradigms Over the last couple of weeks, first in the context of Nvidia’s earnings , and then last week in the context of Oracle’s , I’ve talked about three LLM inflection points.
    • EN 要点：
      • OpenAI Blog （A_full） 链接到标题

        • How we monitor internal coding agents for misalignment

          • 发布时间：2026-03-19 18:00 北京时间
          • 摘要：【待翻译】- AI systems are beginning to act with greater autonomy in real-world environments at scale.
            • As their capabilities advance, they are able to take on increasingly complex, high-impact tasks and interact with tools, systems, and workflows in ways that resemble human collaborators.
            • A core part of OpenAI’s mission is helping the world navigate this transition to AGI responsibly.
            • That means not only building highly capable systems, but also developing the methods, infrastructure, and approaches needed to deploy and manage them safely as their capabilities continue to grow.
            • Monitoring internally deployed agents is one of the key ways we’re doing this, and it allows us both to learn from real-world usage and to identify and mitigate emerging risks.
          • EN 要点：
            • How OpenAI uses chain-of-thought monitoring to study misalignment in internal coding agents—analyzing real-world deployments to detect risks and strengthen AI s…

        • OpenAI to acquire Astral

          • 发布时间：2026-03-19 08:00 北京时间
          • 摘要：【待翻译】- Accelerates Codex growth to power the next generation of Python developer tools.
            • Astral has built some of the most widely used open source Python tools, helping developers move faster with modern tooling like uv, Ruff, and ty.
            • These tools power millions of developer workflows and have become part of the foundation of modern Python development.
            • As part of our developer-first philosophy, after closing OpenAI plans to support Astral’s open source products.
            • By bringing Astral’s tooling and engineering expertise to OpenAI, we will accelerate our work on Codex and expand what AI can do across the software development lifecycle.
          • EN 要点：
            • Accelerates Codex growth to power the next generation of Python developer tools

        • OpenAI Japan announces Japan Teen Safety Blueprint to put teen safety first

          • 发布时间：2026-03-17 18:00 北京时间
          • 摘要：【待翻译】- OpenAI Japan announces the Japan Teen Safety Blueprint, introducing stronger age protections, parental controls, and well-being safeguards for teens using gener….
            • This piece from OpenAI Blog explains how OpenAI Japan announces Japan Teen Safety Blueprint to put teen safety first shapes the broader AI and infrastructure landscape.
            • It also surfaces practical implications for founders, operators, and investors following OpenAI Japan announces Japan Teen Safety Blueprint to put teen safety first.
          • EN 要点：
            • OpenAI Japan announces the Japan Teen Safety Blueprint, introducing stronger age protections, parental controls, and well-being safeguards for teens using gener…

        • Introducing GPT-5.4 mini and nano

          • 发布时间：2026-03-17 18:00 北京时间
          • 摘要：【待翻译】- GPT-5.4 mini and nano are smaller, faster versions of GPT-5.4 optimized for coding, tool use, multimodal reasoning, and high-volume API and sub-agent workloads.
            • This piece from OpenAI Blog explains how Introducing GPT-5.4 mini and nano shapes the broader AI and infrastructure landscape.
            • It also surfaces practical implications for founders, operators, and investors following Introducing GPT-5.4 mini and nano.
          • EN 要点：
            • GPT-5.4 mini and nano are smaller, faster versions of GPT-5.4 optimized for coding, tool use, multimodal reasoning, and high-volume API and sub-agent workloads.

        • Equipping workers with insights about compensation

          • 发布时间：2026-03-17 08:00 北京时间
          • 摘要：【待翻译】- New research shows Americans send nearly 3 million daily messages to ChatGPT asking about compensation and earnings, helping close the wage information gap.
            • This piece from OpenAI Blog explains how Equipping workers with insights about compensation shapes the broader AI and infrastructure landscape.
            • It also surfaces practical implications for founders, operators, and investors following Equipping workers with insights about compensation.
          • EN 要点：
            • New research shows Americans send nearly 3 million daily messages to ChatGPT asking about compensation and earnings, helping close the wage information gap.

        • Why Codex Security Doesn’t Include a SAST Report

          • 发布时间：2026-03-16 08:00 北京时间
          • 摘要：【待翻译】- A deep dive into why Codex Security doesn’t rely on traditional SAST, instead using AI-driven constraint reasoning and validation to find real vulnerabilities w….
            • This piece from OpenAI Blog explains how Why Codex Security Doesn’t Include a SAST Report shapes the broader AI and infrastructure landscape.
            • It also surfaces practical implications for founders, operators, and investors following Why Codex Security Doesn’t Include a SAST Report.
          • EN 要点：
            • A deep dive into why Codex Security doesn’t rely on traditional SAST, instead using AI-driven constraint reasoning and validation to find real vulnerabilities w…

        Google DeepMind Blog （A_full） 链接到标题

        • Measuring progress toward AGI: A cognitive framework
          • 发布时间：2026-03-18 00:03 北京时间
          • 摘要：【待翻译】- We’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations.
            • This piece from Google DeepMind Blog explains how Measuring progress toward AGI: A cognitive framework shapes the broader AI and infrastructure landscape.
            • It also surfaces practical implications for founders, operators, and investors following Measuring progress toward AGI: A cognitive framework.
          • EN 要点：
            • We’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations.