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Swyx
Latent Space 联合创始人
2026-04-12 06:41
18 年后首次独唱
我在百老汇首次独唱,时隔约 18 年!只在一次中出错了歌词!
late night low TAM tweet:
did a Broadway solo song for the first time in ~18 years! only fumbled lyrics once! https://t.co/1Yh31lH68z
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时差真折磨人
时差真是个折磨人的体验。
Jet lag is hell
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人们对 Opus 的看法
我的推特和 Claude 的 subreddit 上充满了人们说 Opus 被削弱的讨论。为什么 Anthropic 要削弱自己的模型呢?
My entire feed and the Claude subreddit is full of ppl saying opus got nerfed.
Why would Anthropic nerf its own models?
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AI 订阅服务的未来
尽管我喜欢使用 Claude Max 和 ChatGPT Pro,但我认为这些无限使用的 AI 订阅不会永远存在。我的新深度分析涵盖了:→ 为什么 Anthropic 切断了 OpenClaw 的访问 → 如何在 Mac 上运行本地模型 → 我在现场看到的情况。
As much as I love using Claude Max and ChatGPT Pro, I don't think these all-you-can-use AI subscriptions will last forever.
Here's my new deep dive that covers:
→ Why Anthropic cut off OpenClaw access
→ How to run local models on your Mac
→ What I'm seeing on the ground in
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苹果的50岁生日
在其 50 岁生日之际,苹果正在尽力成为世界上最被讨厌的公司。
On its 50th birthday Apple is doing its best to become the most hated company in the world.
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与客户的高效沟通
提示:与您最重要和最挑剔的客户创建一个 X 群聊。将您的工程团队负责人加入该群聊。快速响应和交付,面对现实。我们为 @v0 创建了一个群聊。如果您想参与并愿意分享优秀反馈,请私信我。
Protip: Create an X group chat with your best and most demanding customers. Put your engineering leads in said group chat. Respond and ship quickly. Face the music.
We have one going for @v0. DM if you want to be a part of it and are committed to sharing excellent feedback.
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与企业领导的会议
又一个在路上的星期,与来自银行、媒体、零售、医疗、咨询、科技和体育等大企业的几十位 IT 和 AI 领导者会面,讨论企业中的代理。快速总结:我们显然正在从 AI 的聊天时代转变。
Another week on the road meeting with a couple dozen IT and AI leaders from large enterprises across banking, media, retail, healthcare, consulting, tech, and sports, to discuss agents in the enterprise.
Some quick takeaways:
* Clear that we’re moving from chat era of AI to
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安全领域的悖论
安全是另一个即将迎来杰文斯悖论的职位类别。“反直觉的是,我认为更好的 AI 工具会增加对安全人才的需求,而不是减少。自主利用性自动化了……”
Security another great example of a job category that is about to have its Jevons paradox moment as well.
“And counterintuitively, I think better AI tooling for security will increase the demand for security talent, not decrease it. Autonomous exploitability automates the
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数据中心需求的图表
这张图清晰地展示了数据中心的需求。亚马逊在过去三年中的资本支出超过了其整个历史。现在,大多数 AI 采用集中在相对高效的聊天工具上。相比之下,编码代理的使用量级更大。
This chart puts the datacenter demands into perspective very clearly. Amazon has done more capex in the last 3 years than its entire history.
Right now most AI adoption is on chat tools that are relatively token efficient. Comparatively, coding agents, use orders of magnitude https://t.co/SCVcPbkcTS
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OpenClaw 的测试问题
仅仅因为 OpenClaw 在为您创建软件时不会自己编写测试,并不意味着您不应该让它为您编写测试……
Just because OpenClaw doesn't write tests on its own when it's creating software for you doesn't mean you shouldn't make it make tests for you... https://t.co/TqrgnU71SH
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GBrain Voice 即将上线
GBrain Voice 预计今晚推出,搭载全功能的 Gemini Live 语音,表现出色。作者质疑为何亚马逊和苹果无法在 Siri 和 Alexa 中推出类似功能,表示对此不解。该推文是在夏威夷的泳池旁制作的。
Coming to GBrain Voice probably by tonight
Fully working Gemini Live voice (I think this is the best I have ever seen) with all these skills
Now why ask: Why can’t Amazon and Apple can’t ship this in Siri and Alexa? I have no idea.
I made this by the pool in Hawaii https://t.co/mi7faUeYMe
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老鼠传播热带病
老鼠通过伯克利的哈里森露营地传播钩端螺旋体病,法院阻止了清理工作。这就是所谓的“保护”无家可归者的现状。
Rats spread leptospirosis — a tropical disease — through Berkeley's Harrison encampment . Courts blocked cleanup. This is what "protecting" unhoused people looks like.
https://t.co/YObL8rvtIt
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Gemini Live 2.5 语音代理正式发布
Gemini Live 2.5 语音代理被正式确认是最佳选择,具备智能、快速和足够大的上下文。该功能即将上线 GBrain Voice。
It’s official, Gemini Live 2.5 voice agent is the best
It’s smart, it’s fast, it has large enough context
Coming to GBrain Voice shortly
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个人开源软件已到来
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Personal open source software is here
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新模型值得关注
我们喜爱最好的前沿模型,但也要注意许多新模型同样优秀且有用,尤其是在将能力带给更多人方面。我想到了伊姆斯的设计原则:为最多的人提供最好的,花费最少。
We love the best frontier models but it’s worth noting there are a lot of new ones and they can also be good and useful too, especially when it comes to bringing the capabilities to more people
I think about the Eames’s design principle: the best, for the most, for the least
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关闭毒品交易市场
关闭旧金山市中心的露天毒品市场,并将毒贩入狱。审计和调查非营利组织,停止资助那些参与欺诈或积极帮助人们吸毒至死的组织。应资助康复和强制治疗。
Shut down the open air drug markets and jail the drug dealers in downtown San Francisco
Audit and investigate the nonprofit industrial complex and defund the ones engaging in fraud or actively helping people do drugs until they die
Fund recovery and compelled treatment
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持续招聘年轻人
我们需要继续招聘年轻人。
We need to keep hiring young people
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CEO 领导前沿
激进的预测:像 @jack 和 @tobi 这样的 CEO 在编写代码和开源方面走在前沿,他们的公司将会成功。而仍处于管理模式的其他人可能就不那么乐观了。
Aggressive prediction: the CEOs like @jack and @tobi who are slinging code and open source and all the way at the edge are leading from the front. Their companies will make it
Others still in manager mode? Oof maybe less so
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开源应用层的研究
现在,应用层的应用研究在开源环境中进行。及时软件是一个勇敢的新世界。
Applied research at the app level happens in the open with open source now
Just in time software is a brave new world
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GBrain 0.9.0 发布
GBrain 0.9.0 刚刚发布。如果你已经在使用,请向你的 Claw/Hermes 请求升级。每次我对 Claw 的更改,你也会得到。你的 Claw 会与你合作,帮助你选择想要的东西,并根据你的需求自定义我的概念。这是个人 AI 的黎明。
GBrain 0.9.0 just dropped. Just ask your Claw/Hermes to upgrade if you're already on.
Every change I make to my Claw, you get too. And your Claw works with you to pick up the things you want, and custom configure my concepts to what you need.
It's the dawn of Personal AI https://t.co/QExmX8qVdn
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加州州长Matt Mahan的潜力
如果Matt Mahan成为加州州长,将会是一个令人振奋的机会。如果我们想拯救加州,这可能是实现的唯一途径。
Matt Mahan as California governor would be an *incredible* whitepill
If we want to save California, this is the one way it could happen
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希望能有更多这样的事情
如果你相信计算机辅助设计和工程即将因人工智能变得更加出色,那现在可能真的会发生。
More of this please
Actually if you believe computer aided design and engineering is about to become 100x more awesome thanks to AI, it might just happen now
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借鉴“Doordash”策略
我对旧金山的看法非常坚定,但更多人应该采用“Doordash”策略来建立公司。Doordash因专注于城市周边的郊区市场而在与Uber Eats的竞争中获胜,而主要竞争者都集中在城市中心。
I'm as SF-pilled as they come.. but more people should adopt the "Doordash" strategy for building companies.
Doordash famously won the race against Uber Eats because they focused on suburban markets right outside cities. While the main players were all focused on the main
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时间过得真快
小龙虾们长大得真快🦞
They grow up so fast 🦞
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Anthropic文化与早期Facebook的相似性
有趣的是,Anthropic的文化让我想起了早期的Facebook,尽管OpenAI有更多前Facebook员工。相似之处包括:公司内部的人们非常开心;对世界有很多天真的看法;存在自下而上的黑客文化。
It's interesting...the Anthropic culture reminds me a lot of early Facebook....despite OpenAI having a lot more ex-Facebook people
Similarities:
--> People within the company are having a lot of fun
--> There is a lot of naivete about the world
--> There is a bottoms-up hacker
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真正“智能体”的关键区别
真正的“智能体”和简单循环运行大型语言模型(或基于事件的触发)之间的主要区别在于智能的长期记忆管理方式。Claude Code架构中最有趣的方面是其三层记忆架构。
The big difference between a true "agent" and simply running an LLM in a loop (or an event-based trigger) is how you do intelligent long-horizon memory management.
By far the most interesting aspect of the Claude Code architecture was their 3-tier memory architecture.