2026 年 4 月 30 日 · 周四

I'm that guy

我就是那个人

OK, now I finally got around to making a full E2E harness around installing gbrain on openclaw End-to-end testing means I can finally absolutely make sure the onboarding process works!

好的，现在我终于抽出空来，为在 openclaw 上安装 gbrain 搭了一个完整的 E2E（端到端）harness（测试框架）；端到端测试意味着我终于可以完全确认 onboarding（新手引导）流程是正常工作的！

When future historians write about Silicon Valley, they’ll have an entire chapter dedicated to the Ron Conway way: how he turned generosity, warmth, and showing up for founders into a winning strategy.

当未来的历史学家书写 Silicon Valley 时，他们会专门用整整一章来讲述 Ron Conway 的那一套方法：他如何把慷慨、热情，以及始终到场支持 founders，变成一种成功策略。

Now everyone can experience getting paged at dinner because the site is down 😅

现在，每个人都能体验到吃晚饭时因为网站挂了而被 pager 紧急呼叫的感觉了 😅

alignment failure

对齐失败

we're starting rollout of GPT-5.5-Cyber, a frontier cybersecurity model, to critical cyber defenders in the next few days. we will work with the entire ecosystem and the government to figure out trusted access for cyber; we want to rapidly help secure companies/infrastructure.

我们将在接下来的几天里开始向关键网络安全防御者推出 GPT-5.5-Cyber，这是一款前沿的网络安全模型。我们将与整个生态系统以及政府合作，为网络安全领域探索可信访问机制；我们希望迅速帮助保护公司和基础设施。

Starting to hire and retrain for new agent engineering roles for *internal* functions to help get more powerful agents working well on critical business processes.

开始为新的 agent engineering 角色招聘并再培训人才，以支持*内部*职能，帮助更强大的 agent 在关键业务流程中良好运作。我预计，随着时间推移，这类角色在 Box 和其他公司都会变得非常重要。它有点像…

Well we had a good run of almost a year being healthy but my kid has made me sick again

唉，我们差不多健康地撑了一整年，表现还不错，但我家孩子又把病传给我了。

I haven't kept up to date with the latest @openclaw updates - is live low-latency calling with your claw now possible?

我还没及时跟进最新的 @openclaw 更新——现在是否已经可以用你的 claw 进行实时、低延迟的 calling（通话）了？

why does the algo hate this post

为什么 algo 会讨厌这条帖子

> be me > "the internet is polluted by ai slop, we need low-background tokens" > "wouldnt it be cool if we could time travel and see what our ancestors 100 years ago would say to us" > all the existing vintage models are like <4B > we need a chat tuned 13B vintage model > assemble avengers of ML incl the GPT-1/2 guy > need vintage tokens > train new vintage OCR model for old books, newspapers, periodicals, scientific journals, patents, and case law > need vintage RLHF but cant use chat > synthesize RLHF pairs from historical texts with regular structure eg etiquette manuals, letter-writing manuals, cookbooks, dictionaries, encyclopedias, and poetry and fable collections, shove it into ChatML > train it > future knowledge still got in somehow > dammit.jpg > train new SOTA document-level n-gram-based anachronism classifier > meticulously curate hundreds of billions of pre-1931 tokens (public domain) > train it > ok! it checks out vs our FineWeb baseline! > release it > it's the most confidently racist model ever released by humankind > mfw

> 设想我是我自己 > “互联网已经被 ai slop（AI 垃圾内容）污染了，我们需要 low-background tokens（低背景噪声 token）” > “要是我们能穿越时间，看看 100 年前的祖先会对我们…

Having my little “agent” touch grass for me 🌻

让我的小“agent”替我去接接地气 🌻

30s are all about trying to own a berry farm and an HVAC rollup

30 多岁就是一门心思想着拥有一个 berry farm 和一个 HVAC rollup】【。

You know you’re at a VC dinner when

当你意识到自己正在参加一场 VC 晚宴时

We should start thinking about the IT/internal tools team as more like “HR for agents”

我们应该开始把 IT/internal tools 团队看得更像是“HR for agents（agent 的人力资源）”。

We are reinventing design to eng. handoff from first principles.

我们正从第一性原理出发，重新发明从设计到 engineering handoff（工程交接）的流程。

It turns out, the job of a radiologist isn't to read x-rays.

事实证明，radiologist 的工作并不是阅读 x-ray，而是治愈病人。而如果 AI 能帮助加快理解 x-ray 的过程，radiologist 就能接诊并治愈更多病人。

Some observations on agents from a lot of time spent installing, using, debugging and building things with OpenClaw, Hermes, etc. - Most people who rave about OpenClaw, HermesAgent etc. have not actually used it.

关于 agent 的一些观察，来自我花了大量时间安装、使用、debug（调试）以及用 OpenClaw、Hermes 等搭东西的经验。—— 大多数对 OpenClaw、HermesAgent 等赞不绝口的人，其实并没有真…

build your own agent systems with Cursor – the same multi-model harness, on local and cloud

用 Cursor 构建你自己的 agent 系统——同一套 multi-model harness，可在本地和云端运行

New in Gemini: Generate files and export them Tell Gemini what you want to create and the format, and it now does the work for you.

Gemini 新功能：生成文件并导出它们。告诉 Gemini 你想创建什么以及所需格式，它现在就会替你完成。现已支持：📄 Google Docs、Word（.docx）和 PDF 📊 Google Sheets、Ex…

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注册我们的开发者 newsletter，以了解未来像这样的 hackathon（黑客松）：

Best Use of Claude Managed Agents: ARIA by Idriss Benguezzou and Adam Hnaien from France A maintenance system that reads your machine manuals, and when something goes wrong, creates a work order for your technician with the fix that worked last time.

Best Use of Claude Managed Agents：ARIA，作者为来自 France 的 Idriss Benguezzou 和 Adam Hnaien。这个维护系统会读取你的机器手册；当出现问题时，它…

IT DOES THE GOOGLY EYES OFC 👀

它当然会做那个 googly eyes（会转的卡通大眼睛）啦 👀

Integrated codex review into clawsweeper.

我把 codex review 集成进 clawsweeper 了。我用的是非常相似的 system prompt（系统提示词），所以它给你的效果和 /review 一样；而且 clawsweeper 还支持 autom…

@collision think you'll enjoy this one

@collision 觉得你会喜欢这个

Spotify: YouTube:

Spotify：YouTube：