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AGI加速研究与企业发展
我们对以下三件事感到非常兴奋:1. AGI加速研究;2. AGI加速企业;3. 个人AGI帮助每个人实现目标。今天很高兴宣布单位距离的结果。昨天也很高兴宣布我们正在进行的进展。
three of the things we are most excited about:
1. AGI accelerating research
2. AGI accelerating companies
3. personal AGI accelerating everyone in achieving their goals
today it was great to announce the unit distance result.
yesterday it was great to announce that we are
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通用模型解决数学重大问题
一个通用模型解决了数学中的一个重大开放问题。我们在未来几年会经常提到这一点,这标志着一个重要的里程碑。我对AI能够大大扩展我们对世界的理解感到非常兴奋,但今天我的感受还是很复杂。
a general-purpose model solved a major open problem in mathematics.
we'll be saying this a lot over the coming years, but this is a kinda big milestone.
i'm very excited for AI to greatly extend our understanding of the world, but still, i have complicated feelings today.
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对Tokenmaxxing初创公司的期待
我很期待Tokenmaxxing初创公司的发展,既包括它们的内部运作,也包括它们能构建的产品。OpenAI提议向当前YC批次的每个初创公司投资200万美元的代币。祝大家构建愉快!
i am excited to see what will happen with tokenmaxxing startups, both for how they work internally and the products they can build.
openai offered to invest $2M in tokens into every startup in the current yc batch.
happy building!
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Swyx
Latent Space 联合创始人
2026-05-20 15:20
对@Sama的商业理念的反思
虽然有些迟,但回想起来,我认为@Sama所说的“建立一个随着模型改进而变得更好的商业”基本上就是我在这里称之为Agent Labs的概念。看到模型性能与Agent Lab收入之间的直接相关性,预计在2025年第四季度会出现不连续性。
very belated but in retrospect i think @sama's mythical "build a business that gets better when models get better" is basically what I called Agent Labs here.
seeing a very direct correlation with model performance and agent lab revenue, discontinuity in Q4 2025
(clip from https://t.co/YF8Xuml8hh
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AI与数学的首次系列突破
AI与数学的首次系列突破即将到来!
The next in a series of firsts for AI and mathematics!
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在Google IO的收获
在Google IO上遇到了很多优秀的人。作为产品经理和创作者,我常常思考,我不想仅仅成为一个拿着自拍相机的“网红”。我想成为一个建设者,与大家分享我的经验(和错误)。
Met a lot of great folks at Google IO @gregisenberg @alliekmiller @AlexFinn
One thing I think about often living both the PM and creator life is I don’t want to be just an “influencer” wielding a selfie cam.
I want to be a builder and share my learnings (and mistakes) with you https://t.co/sTdpPp2TPk
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听到的启发性建议
这位男士所说的一切都深深触动了我:“多尝试,边做边学。”“你需要进行3-4次迭代才能找到成功的方向。”“我们只有90天的路线图,运气好的话可能是120天。”“我不知道我们是否会再回到1。”
The man just speaks to me with everything he says:
“Just try a lot and build to learn”
“You need to do 3-4 iterations to find what takes off and what doesn’t.”
“We only have a 90 day roadmap and maybe if we are lucky it’s 120 days.”
“I don’t know if we’ll ever go back to 1
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AI将覆盖42%的网络
这将使AI覆盖42%的网络。每个模型、每个提供商、每种形式(文本、图像、视频、音频)。
This will bring AI to 42% of the web. Every model, every provider, every modality (text, image, video, audio).
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企业中的代币成本话题
代币成本将成为未来企业在AI领域的主要话题。我刚刚参加了一场与多位财富500强企业CIO的晚餐,这是最热烈的话题。虽然采用了多种策略,但基本上没有人觉得自己有正确的应对方式。
Token costs will become a dominant topic in enterprises going forward with AI. Just got out of a dinner with many Fortune 500 enterprise CIOs and this was the most heated topic.
A mix of strategies are being employed, but basically no one feels like they have the right
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Exa是我信赖的工具
Exa是我信赖的所有代理工具。我们在YC使用它,也在我的OpenClaw和Hermes代理中使用。没有其他选项能像它一样快速、可靠和全面。当你的代理需要搜索网络时,绝不要接受替代品。
Exa is what I trust for all my agents. We use it at YC. We use it in all my OpenClaw and Hermes Agents. There is no other option that is as fast, as reliable, and as complete.
When your agents need to search the web, accept no substitutes.
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AI的好处与美国的媒体问题
AI的好处现在已经显现,但如果美国无法解决媒体问题,导致对美国的攻击,可能会失去领导地位。
The benefits of AI are real now, but we will never get there in the United States (and America will cede its leadership) if we can't solve the bigger media issue of a mass smokescreen by forces that want to destroy America https://t.co/NUoNmWSRR0
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Connie Chan不适合担任公职
尽管民主党支持Connie Chan,我们重申她不适合担任公职。她利用自己的肤色和亚裔老人的安全来换取个人政治权力。
Regardless of the Democratic Machine's endorsement of Connie Chan
We reaffirm: Connie Chan is unfit for public office. She used her skin color and the safety of our Asian American elders to cash in for personal political power
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生活的真实与美好
我喜欢这篇文章,希望我们能在关心的事情上努力工作,并享受美好的生活。生活不是简单的选择,而是追求真实与美好。
I like this essay and hope we can both work hard on things we care about
AND
live good lives where we enjoy good and beautiful things: food, experiences, being real with one another
It’s not grindslop vs aristocratic malaise. This is a false dichotomy. https://t.co/KMPIx02Ae7
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与Rick Rubin的惊喜经历
我仍然感到惊讶,能在与Slipknot的Clown之后与Rick Rubin一起录制播客。代码也可以是艺术。
Still absolutely amazed I got to be on a pod with Rick Rubin right after Clown from Slipknot
Code can be art too
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历史的奇特巧合
我在2003-2005年间在微软工作时,他们试图让WinFS运作。现在,借助大型语言模型,WinFS可以实现了,称为GBrain。
Weird quirk of history: I worked at Microsoft in 2003-2005 when they were trying to make WinFS work
I guess with LLMs, WinFS can happen now, and it's called GBrain https://t.co/lTlngDwOFL
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Tokenmaxxing确认
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Tokenmaxxing confirmed
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GBrain的技能打包功能
GBrain现在可以将技能、代码、测试等打包成我称之为*SKILLPACK*的格式,方便他人使用。
Interesting thing GBrain can do now: If you have a skill + code + test + resolver + resolver trigger + evals you want to package for someone else to use...
GBrain will package it up for you into what I call a *SKILLPACK*
It's tarball and anyone else can install it using the https://t.co/RN8ltjKhXy
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释放AI代理的过程力量
我发布关于AI代理和GStack、GBrain的文章,是因为我们可以拥有*过程力量*,这是任何人都能为自己创造的强大护城河。代理帮助你实现这一点。
The reason why I release my X articles about AI agents (fat skill fat code thin harness) and GStack and GBrain is that we, yes you and I, can have *PROCESS POWER*, which is the one super powerful specific moat that anyone can create for themselves.
The agent helps you do it. https://t.co/Y0Me9xSKmZ
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Kendall收购Vaulter
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When Kendall buys Vaulter https://t.co/94oGqm6uQD
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SpaceX S-1的摘要
如果你没有时间阅读308页的@SpaceX S-1,这里有Claude帮我整理的基于最有趣发现的摘要。
If you don't have time to read 308 pages of the @SpaceX S-1, here's a summary that Claude helped me put together based on the most interesting findings 🚀 https://t.co/ByhTPsspBk
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创业者的艰辛与困惑
创业真的非常困难,每天都像在咀嚼玻璃。如果失败了,没人会在意;如果成功了,反而会面临更多问题。有时候我真的在想,有多少创业者早上醒来时会问自己“这真的值得吗”。
Being a founder is so freaking hard man.. chewing glass every day. If you fail, no one cares. If you succeed, you are given way more problems. Sometimes I really wonder how many founders wake up in the morning and ask themselves "is it really worth it".
Starting a company is so
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强烈推荐 @cotypist
我非常推荐 @cotypist,处处都有自动完成功能。
Can't recommend @cotypist https://t.co/QUKTyTo1bh enough. Autocomplete everywhere.