AI Builders 中文日报
2026年5月20日
今日思考
Garry Tan：Process Power 是人人可得的护城河
Garry Tan 解释了公开分享 GBrain 等知识背后的逻辑：Process Power 不是少数人专属的壁垒，而是任何人都能为自己创造的特殊护城河，Agent 是实现它的路径。
swyx：Agent Labs 是"随模型变好而变好的业务"的具体形态
swyx 回顾 Sam Altman 的判断——"建立随模型变好而变好的业务"——认为这正是他所定义的 Agent Labs 概念的实质。他观察到模型性能与 Agent Lab 收入之间存在非常直接的相关性，并指出 2025 年 Q4 出现了明显的断点。
Peter Yang：builder 肌肉不能萎缩
在 Google IO 与多位创作者会面后，Peter Yang 写道："我不想只是个挥着自拍杆的 influencer，我想成为 builder，分享我的学习和错误。不能让 builder 肌肉萎缩。"
产品与发布
GBrain 推出 SKILLPACK：技能打包分发
Garry Tan 介绍 GBrain 新功能 SKILLPACK：可将 skill、code、test、resolver、trigger、evals 一并打包成 tarball，供他人通过 gbrain skillpack 命令安装使用。
OpenAI 向 YC 当前 batch 每家创业公司投资 200 万美元 API credits
Sam Altman 宣布：OpenAI 向 YC 当前 batch 的每家创业公司提供 200 万美元 API credits，帮助驱动下一代创业公司。Altman 表示好奇 tokenmaxxing 创业公司的最终走向——无论是其内部运作方式还是能构建的产品。Greg Brockman 转发确认这一公告。Garry Tan 将此举类比当年 Yuri Milner 的做法，直接喊出"Tokenmaxxing 确认"。
Google Project Genie 向所有 AI Ultra 订阅者全面开放
Google Labs 宣布 Project Genie 已对所有 Google AI Ultra 订阅者（18岁以上）正式开放。用户可选择角色与场景，由 Genie 生成完整游戏体验——从"玩游戏"变为"设计游戏"。
Vercel AI Gateway WordPress 插件发布
Guillermo Rauch 宣布 Vercel AI Gateway 的 WordPress 插件上线，称此举将把 AI 带到全球 42% 的网络，覆盖所有模型、所有 provider 以及文本、图像、视频、音频等全模态。
Garry Tan 推荐 Exa 为 Agent 搜索首选
Garry Tan 公开推荐 Exa：这是他信任的 agent 搜索工具，YC、OpenClaw 和 Hermes Agents 均在使用，认为其在速度、可靠性和覆盖范围上无可替代。
观点与判断
Garry Tan：GBrain 是 WinFS 的时代答案
Garry Tan 回忆 2003-2005 年在微软参与 WinFS 项目，并表示：现在有了 LLM，WinFS 终于可以实现了——它就叫 GBrain。
swyx：深度研究在 o3 之后基本已死
swyx 判断：深度研究产品自 o3 以来已基本凋零。原因在于互动性对主动学习和意图提取更为关键——"简单 prompt 生成没人读的冗长报告"远不如"读、想、问"的循环迭代有价值。
swyx：Contextual AI 被 1 亿美元收购，"被 windsurf 了"
swyx 评论 Google DeepMind 以约 1 亿美元收购 Contextual AI，以一句"哦不，Contextual 被 windsurf 了"概括了这类并购在创业圈引发的普遍感受。
Sam Altman：通用模型解决重大数学开放问题，感受复杂
Sam Altman 评论 OpenAI 的数学研究突破："一个通用模型解决了一个数学上的重大开放问题。我们将在未来几年经常这样说，但这确实是一个相当重要的里程碑。我对 AI 大大扩展我们对世界的理解感到非常兴奋，但今天我仍有复杂的感受。"
Garry Tan：AI 好处真实存在，媒体问题是真正的威胁
Garry Tan 警告：AI 的好处是真实存在的，但如果不能解决媒体问题——那些想要摧毁美国的势力制造的烟幕——美国将失去领先地位。
Peter Yang：Google 的产品哲学——只有 90 天路线图
Peter Yang 引用 Google Josh Woodward 的方法论：只要大量尝试，边做边学；需要 3-4 次迭代才能发现什么能起飞；路线图只到 90 天，幸运的话 120 天；他已经 5 年没做过一年期路线图了。
技术动态
OpenAI 通用模型解决 Erdős 1946 年平面单位距离难题
OpenAI 宣布通用模型成功解决了 Erdős 1946 年提出的平面单位距离问题，这是一个悬而未决近 80 年的数学开放问题。Noam Brown 和 Sebastien Bubeck 均确认了这一成果。
Taylor Pearson 分析 GBrain 的五个核心形式因子
Taylor Pearson 对 GBrain 进行系统性分析，归纳出 5 个核心形式因子。Garry Tan 转发并认可这一分析框架。Garry Tan 另转发 @Tanin 的使用体验："这感觉就像 2000 年代初开源数据库兴起的时刻，某些哈佛孩子决定在上面建社交网络。"
AI Builders Daily — May 20
Today's Thoughts
Garry Tan (YC CEO) argues that "PROCESS POWER" is the one moat any individual or company can build for themselves, and that AI agents are the primary vehicle for acquiring it. He draws a historical parallel to his time at Microsoft from 2003 to 2005, when the team was trying to make WinFS work, and suggests that GBrain is finally making that vision real with LLMs.
Sam Altman writes that he has complicated feelings about OpenAI's general-purpose model solving a major open mathematical problem, even as he expresses genuine excitement for AI's capacity to extend human understanding of the world. He says the phrase "a general-purpose model solved a major open problem in mathematics" is something we will be saying a lot over the coming years.
swyx draws a direct line between model performance improvements and Agent Labs revenue, pointing to a notable discontinuity in Q4 2025 as validation that the best AI businesses get better as models improve.
Peter Yang (Google) reflects on not wanting to let his builder muscle atrophy, writing that he does not want to be only an influencer wielding a selfie cam but a builder who shares real learnings.
Products & Launches
Garry Tan introduced GBrain SKILLPACK, a packaging format that bundles a skill, code, test, resolver, resolver trigger, and evals into a tarball that anyone can install via the GBrain skillpack command, enabling builders to share reusable agent components with one another. Separately, Tan endorsed Exa as the search layer powering his agents — including those deployed at YC and inside his OpenClaw and Hermes agents — calling it the only option that is as fast, reliable, and complete.
Sam Altman and Greg Brockman (OpenAI President) announced that OpenAI is offering to invest $2 million in API credits into every startup in the current YC batch. Garry Tan noted this confirmed "tokenmaxxing," and Altman said he is excited to see what tokenmaxxing startups will build both internally and in their products.
Google Labs announced that Project Genie is now fully available to all Google AI Ultra subscribers aged 18 and older, allowing users to design playable games from character selections and scene descriptions in minutes.
Guillermo Rauch (Vercel CEO) announced the Vercel AI Gateway WordPress plugin, framing it as bringing access to every AI model, provider, and modality — text, image, video, and audio — to 42 percent of the web.
Yohei released an open-source Active Graph project, retweeted by Replit co-founder Ricky Pawn.
World Labs opened a museum exhibition featuring winners from its World Jam creative competition.
Takes & Opinions
swyx commented on Google DeepMind's approximately $100 million acquisition of Contextual AI with "oh no contextual got windsurfed," and separately argued that deep research as a product form factor has been effectively dead since o3, contending that interactivity — a cycle of read, think, and ask — is fundamentally superior to a thoughtless prompt generating a long report nobody reads.
Garry Tan pushed back on what he called a false dichotomy between grind culture and aristocratic malaise, writing in response to Will Manidis's essay that it is possible to work hard on things you care about and also live a good life, and that the choice is not between grindslop and aristocratic malaise.
Peter Yang shared observations from Google's Josh Woodward, including the advice to just try a lot and build to learn, the expectation of three to four iterations before finding what takes off, and the admission that their product roadmap extends only 90 days.
Garry Tan warned that the real benefits of AI are already here but will not be realized in the United States if a broader media problem — which he characterized as a mass smokescreen by forces that want to destroy America — is not resolved.
Naval Ravikant, retweeted by Garry Tan, observed that the latest IQ test involves data centers and water.
Tech Developments
OpenAI announced that a general-purpose model solved the Erdős 1946 planar unit distance problem, a major long-standing open problem in combinatorial geometry. Noam Brown confirmed the result. Sam Altman called it a significant milestone while noting his complicated feelings about the moment.
Garry Tan reflected on idea fusion as a productive mode of thinking, and specifically on idea fusion with LSD — which he defines as lateral synaptic drift — as an even more generative variant.
