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阿尔茨海默症的挑战
阿尔茨海默症是医学上最难解决的问题之一，也是最具破坏性的疾病之一。OpenAI基金会相信，人工智能非常适合应对这一复杂性。我们将投入超过1亿美元用于支持科学家们对该疾病的研究、药物设计等工作。
↩ 转发自 @JacobTref
Alzheimer’s is one of medicine's hardest unsolved problems, and one of the most devastating.
At the OpenAI Foundation, we believe AI is well suited to its complexity. We're directing over $100M to scientists mapping the disease, designing drugs, & more.
I wrote about it here:
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Swyx
Latent Space 联合创始人
2026-04-08 23:02
与 @swyx 的会面
我们与 @swyx 见面了。
↩ 转发自 @mervenoyann
we met @swyx 🐐 @andimarafioti https://t.co/H3X7RSOQhu
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Swyx
Latent Space 联合创始人
2026-04-08 22:13
宣布赞助商名单
我们很高兴地宣布 @aiDotEngineer 新加坡会议的第一波赞助商：@OpenAI、@GoogleDeepMind、@cursor_ai、@Zai_org、@Cloudflare、@vercel、@stripe、@convex 等，更多赞助商即将公布！请查看：https://t.co/yBBooNBKtz
↩ 转发自 @SherryYanJiang
@swyx @agrimsingh @ivanleomk @aimuggle
we’re thrilled to announce the first wave of sponsors for @aiDotEngineer singapore:
@OpenAI , @GoogleDeepMind , @cursor_ai , @Zai_org , @Cloudflare, @vercel , @stripe , @convex - and more coming!
check out: https://t.co/yBBooNBKtz
@swyx @agrimsingh @ivanleomk @aimuggle https://t.co/41fDoBnzCb
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Swyx
Latent Space 联合创始人
2026-04-08 22:13
获得批准
得到 @swyx 的批准。
↩ 转发自 @ktoya_me
approved by @swyx https://t.co/5XUZc71lmF
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Swyx
Latent Space 联合创始人
2026-04-08 18:18
展示爪子
展示爪子！
↩ 转发自 @KobieWon
Claws open! https://t.co/FsUI4vEnkv
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Swyx
Latent Space 联合创始人
2026-04-08 15:55
OpenAI伦敦办公室
在OpenAI伦敦办公室的咖啡计算活动中，最好的共同主持人有 @kagigz、@reach_vb、@0xSero、@communidiyi、@cerebras 和 @OpenAIDevs。
↩ 转发自 @MilksandMatcha
cafe compute at the OpenAI London office
w/ the best cohosts @kagigz @reach_vb @0xSero @communidiyi @cerebras @OpenAIDevs https://t.co/GojSolgbH6
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Swyx
Latent Space 联合创始人
2026-04-08 15:51
AI编码研讨会
参加 @mattpocockuk 的“真实工程师的AI编码”研讨会的队伍排到了楼层外。我们也将在Gielgud房间重新翻译这个研讨会。Matt将从 @dexhorthy 的聪明区 | 愚蠢区概念开始。
↩ 转发自 @aiDotEngineer
The queue to get into @mattpocockuk workshop "AI Coding for real engineers" is around the floor. We're re-translating this workshop to the Gielgud room as well.
Matt is starting with a smart zone | dumb zone idea from @dexhorthy https://t.co/QpqHYR7bBs
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Swyx
Latent Space 联合创始人
2026-04-08 15:36
AI工程师会议
谁在 @aiDotEngineer？集合地点：巨型龙虾。很棒的活动，感谢 @swyx 和团队！
↩ 转发自 @TomasMann1878
Who's at @aiDotEngineer?
Meeting point: giant lobster
Great event @swyx and team! https://t.co/i7nKL6qp4z
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Swyx
Latent Space 联合创始人
2026-04-08 13:18
本地运行LLMs的讨论
在 @aiDotEngineer @swyx 会议上，听 @alexocheema 来自 @exolabs 讲述如何在本地运行LLMs。我们距离在家中使用消费级硬件获得SOTA LLM还有18个月吗？
↩ 转发自 @fromamine
Listening to @alexocheema from @exolabs talking about running LLMs locally at @aiDotEngineer @swyx
18 months before we get a SOTA LLM at home with consumer hardware? https://t.co/4JBQAD4in0
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Swyx
Latent Space 联合创始人
2026-04-08 12:23
伦敦的跑步俱乐部
在伦敦参加AI工程师大会的人：这周我们要组织跑步俱乐部吗？
↩ 转发自 @osanseviero
People in London for the AI Engineer Conference:
Are we doing a running club this week?
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Swyx
Latent Space 联合创始人
2026-04-08 10:51
Meta员工对Anthropic的贡献
最近《信息》的一篇文章指出，Meta的员工在过去一个月内使用了60.2万亿个令牌，导致Anthropic的年经常性收入（ARR）达到300亿美元，其中Meta员工贡献了三分之一。@swyx讨论了AI令牌消耗作为衡量员工生产力的指标。
↩ 转发自 @etnshow
A recent article from The Information outlined Meta employees were responsible for 1/3 of Anthropic's $30B ARR after using 60.2T tokens in the past month.
@swyx discusses AI token consumption as a metric for measuring employee productivity:
"If I'm already spending so much https://t.co/OnOxTJsWKt
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Gemini的全新功能
大多数AI聊天机器人只能提供基本的“项目”，而Gemini则为你构建了一个第二大脑。现在推出的Notebooks将@NotebookLM的一些魔力直接整合到@GeminiApp中。今天起，你可以免费上传100个来源，并组织你的聊天记录。
Most Al chatbots give you basic "projects." Gemini just built you a second brain. 🧠
Introducing Notebooks: some of the magic from @NotebookLM, integrated directly into @GeminiApp.
Here's what changes for you today:
📚 Upload 100 sources for free
📂 Organize your chats - the https://t.co/0oeo9B5grA
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Anthropic和OpenAI的未来计划
@garrytan认为，Anthropic和OpenAI最终会推出每月1000美元和10000美元的计划，并将最优秀的前沿模型保留为计量访问。
↩ 转发自 @garrytan
I think it is inevitable that Anthropic and OpenAI eventually roll out $1000/mo and $10,000/mo plans and then reserve the absolute best frontier models to metered access
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支持朋友的新公司
支持我的朋友Aadit的新公司，顺便说一句，名字很棒 :)
Support my friend Aadit's new company - great name btw :)
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摄像头数量惊人
这真是太多摄像头了。
That’s a hell of a lot of cameras https://t.co/ueoJCcIrfq
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PM角色的定义
@simpsoka转发了@embirico的观点：“我将PM视为填补空白的角色。”他和我花了很多时间讨论PM究竟是什么，特别是在角色不断合并的情况下。我也常常这样描述自己。
↩ 转发自 @simpsoka
“I view PM as a fill-in-the-gaps role.”
Love this framing from @embirico. He and I have spent a lot of time talking about what a PM even is, especially as roles keep collapsing.
I’ve often described myself this way, too
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Codex团队的工作方式
“我们在Codex团队上写的规格非常少，只有10个要点。”这是我与@embirico和@romainhuet的新一期节目，他们让我深入了解OpenAI的Codex团队如何运作，包括实时演示和团队的工作方式。
"We write very few specs on the Codex team. We're talking 10 bullet points and that's it."
Here's my new episode with @embirico and @romainhuet where they gave me an inside look at how OpenAI's Codex team operates:
→ Live demo: Building in seconds with Spark
→ How the team https://t.co/myhQMIq8YM
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Replit竞争分析工具
@samuel_spitz介绍了Replit竞争分析工具，用户可以在几分钟内获得麦肯锡级别的行业报告。
↩ 转发自 @samuel_spitz
Introducing Replit Competitive Analysis
Get a McKinsey-level report on any industry in minutes https://t.co/UJqRnVnWV0
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灾难救援应用的成功故事
@kurbaitaev分享了他在Replit上与Agent 4合作构建的灾难救援应用，该应用在不到24小时内在社交媒体上走红。达吉斯坦发生洪水，40万人被疏散，数千个家庭被毁。人们四处提供帮助，但情况仍然紧急。
↩ 转发自 @kurbaitaev
Built a disaster relief app with Agent 4 on Replit. Went viral on social media in less than 24 hours. Here's the story.
Floods hit Dagestan. 400,000 people evacuated. Thousands of homes destroyed.
People were offering help everywhere. Food, clothes, housing. But it was https://t.co/CACx74w0e1
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🔥
（无）
🔥
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AI Gateway 让人安心
AI Gateway 是一款真正让人放心的产品，具备无停机、无锁定、无密钥和无需培训的特点。
AI Gateway is quite literally a “peace of mind” product:
✅ No downtime
✅ No lock-in
✅ No keys
🆕 No training
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强大的AI竞争造福人类
人类最好的未来是许多强大的AI争夺顶尖地位。Vercel自豪地支持了今天模型发布所需的基础设施。
The best outcome for humanity is many strong AIs competing for the top spot.
Vercel is proudly powering https://t.co/ZsS5nRfjIF and the infrastructure that made today's model release possible.
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网络的光明未来
网络的最辉煌日子即将到来。AI是网络的自然媒介，LLM擅长网络技术，浏览器现在是每个人的IDE，不再需要“应用商店”的繁琐。
The web's brightest days are ahead.
1️⃣ The web is AI's natural medium. LLMs are proficient in web tech. The browser is now everyone's IDE. No 'App Store' bs.
2️⃣ As we approach coding superintelligence, powerful low-level web APIs are maturing: WebGPU, HTML in Canvas,
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在Y Combinator演讲的乐趣
在@ycombinator演讲总是令人愉快。我比以往更乐观，优秀的创始人，最佳城市，最佳时机，最佳机会来构建一代人的事业。
Always a pleasure to speak at @ycombinator. More bullish than ever. Exceptional founders. Best city, best time, best opportunity to build in generations. https://t.co/YWjCu3Ldo6
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管理代理的优势
我发现管理代理是快速搭建周末项目和向数百万用户发布项目的最稳健方式。它消除了自托管代理的复杂性，同时仍然允许灵活的设置。
I've found Managed Agents to somehow be both the fastest way to hack together a weekend agent project and the most robust way to ship one to millions of users.
It eliminates all the complexity of self-hosting an agent but still allows a great degree of flexibility with setting
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AI采纳差距的讨论
Box CEO Aaron Levie与Steven Sinofsky、Martin Casado和Erik Torenberg讨论AI代理如何革命化工作、为代理经济构建软件的成长痛苦，以及华尔街对AI的误解等话题。
↩ 转发自 @a16z
00:00 https://t.co/Wc9FakYf9K
Box CEO Aaron Levie on the AI Adoption Gap
Aaron Levie joins Steven Sinofsky, Martin Casado, and Erik Torenberg to discuss how AI agents will revolutionize work, the growing pains of building software for the agent economy, what Wall Street gets wrong about AI, and more.
00:00 https://t.co/Wc9FakYf9K
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模型能力进步的无壁垒
Anthropic的Mythos再次提醒我们，目前模型能力进步没有任何壁垒。关键基准的显著双位数增长，其他实验室也将继续带来惊人的进展。
Mythos from Anthropic is another clear reminder that there’s absolutely no wall in model capability progress right now. Meaningful double digit gains on critical benchmarks, and it appears we’re going to keep up getting insane gains from the other labs.
And as coding and tool https://t.co/0SEPaOUnjM
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AI代理提升知识工作的效率
我们在编码中看到的AI代理生产力提升正在扩展到其他知识工作。这是从聊天机器人到能够独立工作几分钟甚至几小时并返回结果的飞跃。
The same kinds of productivity gains we've seen in coding with AI agents are heading to the rest of knowledge work.
This is the jump when you go from having a chatbot to being able to actually have an agent go off and do work for minutes or even hours and come back with a https://t.co/4PSMA6RTtc
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如何让我的爪子成为耐用的AI代理
如何让我的爪子成为一个我无需重复指令的耐用AI代理。将以下内容粘贴到你的OpenClaw的AGENTS.md中或作为消息发送：你不允许做一次性的工作。如果我让你做某事，并且这是需要重复发生的事情，你...
How I get my claw to be a durable AI agent I never have to instruct twice
Paste this into your OpenClaw's AGENTS.md or send it as a message:
You are not allowed to do one-off work. If I ask you to do something and it's the kind of thing that will need to happen again, you
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法西斯主义的定义
为那些不知道法西斯主义是什么但渴望使用这个词的人，以下是其发明者的定义。
↩ 转发自 @DavidDeutschOxf
https://t.co/6LaFBpEwVJ https://t.co/2SyWMTggc6
As a service to those who have no idea what Fascism is but yearn to use the term, here is how its inventor characterised it https://t.co/6LaFBpEwVJ https://t.co/2SyWMTggc6
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数据中心停止运作的人不太正常
一些人呼吁停止所有数据中心的运作，这种观点显然是不理智的。
↩ 转发自 @fuckgrowth
https://t.co/teTNy0q9MB
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停止所有数据中心的人不健康
The “stop all datacenters” people are unwell
The “stop all datacenters” people are unwell
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你的阿尔法来了
your alpha is here
↩ 转发自 @vivianmshen
your alpha is here
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智慧不仅仅是智力
智力不足以解决问题，聪明地运用智力才是关键。
Intelligence is not enough. Clever use of intelligence is still needed.
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旧罪犯问题需要更好解决
在旧金山，8%的罪犯造成了超过25%的待处理案件，系统需要改进以更好地保护受害者。
↩ 转发自 @BrookeJenkinsSF
When it comes to repeat and chronic offenders in SF, we as a system need to do better. Just 8% of offenders are responsible for over 25% of our pending cases @SFDAOffice. Our criminal justice system must do more to protect victims of crime. https://t.co/Of9UKQ8EyE
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你可以直接去做事情
You can just do things
You can just do things
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高级计划即将推出
我认为Anthropic和OpenAI最终会推出每月1000美元和10000美元的计划，并将最好的前沿模型保留为计量访问。
I think it is inevitable that Anthropic and OpenAI eventually roll out $1000/mo and $10,000/mo plans and then reserve the absolute best frontier models to metered access
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量子点调谐的突破
@conductorquant在单个硅芯片上调谐了128个双量子点，这对量子计算机的发展至关重要，因为双量子点可以转化为量子比特。
↩ 转发自 @t_blom
Impressive: @conductorquant just tuned 128 double quantum dots across 64 devices on a single silicon chip.
Why does that matter? Because double quantum dots become qubits. And a useful quantum computer will need millions of qubits.
There is no future where that gets tuned by
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本地模型的使用
有人试图传播我不喜欢本地模型的说法，但我花了很多时间让OpenClaw与本地模型的使用变得简单。
↩ 转发自 @steipete
最新版本增加了对inferrs的支持，这是一个新的高效TurboQuant推理服务器。
Some folks try to spin a narrative that I don't like local models, meanwhile I spent a lot of time making it easy to use OpenClaw with them.
Latest release adds support for inferrs, which is a new super efficient TurboQuant inference server:
https://t.co/GBswlz4wPE
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找到项目的好机会
如果有人随机找到你的项目，@garrytan是个不错的选择。
↩ 转发自 @patelnav
If someone’s going to randomly find your project, @garrytan’s a pretty good one.
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最佳YouTube摘要工具推荐
我尝试了所有的YouTube摘要和分段工具，最好的还是OpenClaw，强烈推荐。做得很好，@patelnav。
I’ve tried everything out there for YouTube summary and diarization and the best with my OpenClaw hands down is https://t.co/vixKMpUmqO
Well done @patelnav
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AI代理的RPG世界
这位开发者厌倦了通过终端和仪表板管理AI代理，于是为他们创建了一个RPG世界。五个代理每个都有一个像素角色和一个站点，能够在空间中移动。当未解决的问题积累到一定程度时，代理们会走到一个会议点。
↩ 转发自 @om_patel5
THIS GUY GOT TIRED OF MANAGING AI AGENTS THROUGH TERMINALS AND DASHBOARDS SO HE BUILT THEM AN RPG WORLD
5 agents and each one has a pixel character, a station, and they actually walk around the space
when enough unresolved issues pile up, the agents walk to a meeting point and https://t.co/3Je7KDUx4q
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低能动性与高能动性的尴尬
低能动性的人因被看到尝试和失败而感到尴尬，觉得自己无能或与众不同；而高能动性的人则因浪费潜力、机会和时间而感到尴尬。
↩ 转发自 @Kpaxs
Low-agency people are embarrassed by exposure: being seen trying and failing, being seen as incompetent, being seen as different.
High-agency people are embarrassed by waste: wasting their potential, wasting opportunities, wasting time performing competence instead of building
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无毒品的旧金山设想
想象一下一个无毒品的旧金山，或许每天因过量而死的两个人会活着，街道和人行道会干净安全，狗狗会被好好爱护和照顾，而不是被遗弃。
↩ 转发自 @EricaJSandberg
Imagine a drug-free San Francisco. Sometimes I daydream. What would this city be like without the illegal drug scene?
-Those two people a day dying of overdose may be alive.
-The streets and sidewalks would be clean and safe.
-Dogs would be loved and well-cared for instead of https://t.co/XmCPRv9LPQ
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知识工作背景代理的到来
知识工作的背景代理已经出现。你可以使用Box API或MCP来自动化任何与Box和Claude管理代理相关的内容工作流程。只需两分钟，你就可以自动化文档审核、数据提取或将内容连接到其他IT系统。真是疯狂的时代。
↩ 转发自 @levie
Background agents for knowledge work are here. You can use the Box API or MCP to automate any content workflow with Box + Claude Managed Agents. In 2 minutes you can be automating document review processes, data extraction, or connecting content to other IT systems. Crazy times. https://t.co/zfIYubDJye
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旧金山湾区的财务效率报告
旧金山湾区的报告终于发布了，但内容完全像是顾问的虚构故事。@MTCBATA发布了对四个主要交通机构的82页“财务效率审查”，这是根据SB 63要求的“证明”。
↩ 转发自 @debora_allen1
🚨 BAY AREA, WAKE UP — The report we’ve ALL been waiting for just dropped… and it’s pure consultant fan fiction.
@MTCBATA just released its 82-page “Financial Efficiency Review” of four major Bay Area transit agencies — the one mandated by SB 63 as the supposed “proof” that https://t.co/oZfuUlqLTo
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Claude Code源代码泄露后的开源框架
在Claude Code源代码泄露后，一位前项目经理将其多代理编排系统提取为一个开源的模型无关框架。他研究了架构，专注于多代理编排层，即将目标分解为任务的协调者。
↩ 转发自 @ivanburazin
After the Claude Code source code leak, a former PM extracted its multi-agent orchestration system into an open source model agnostic framework.
He studied the architecture, focused on the multi-agent orchestration layer (the coordinator that breaks goals into tasks, team https://t.co/nGAqQcZDW3
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硅谷的观察
在硅谷听到的一句话：“现在世界上的每个人要么是‘过于在线’，要么是‘不够在线’。”
↩ 转发自 @pmarca
Overheard in Silicon Valley: "Everyone in the world is now either 'too online' or 'not online enough'."
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一次性街机游戏的制作
你可以用这个制作非常令人印象深刻的一次性街机游戏！
You can make very impressive one shot arcade games with this!
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免费航班的资金分配
如果你用1260亿美元来补贴洛杉矶和旧金山之间的免费航班，按照当前的需求水平，你可以资助大约150到200年的旅行，直到资金耗尽。
↩ 转发自 @HansMahncke
If you gave away $126 billion to subsidize free flights between LA and San Francisco at current demand levels, you could fund roughly 150 to 200 years of travel before the money runs out.
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OpenClaw 代理的生活
终于设置好 OpenClaw 代理后的生活。
↩ 转发自 @jordymaui
（转发自 @jordymaui）life after you finally setup an OpenClaw agent https://t.co/Ao49GaH6Hy
life after you finally setup an OpenClaw agent https://t.co/Ao49GaH6Hy
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YC 公司的新优惠
@capydotai 介绍了 YC 交易，所有 YC 公司现在可以获得超过 1000 美元的资金来试用 capy，提供 100% 免费的 capy 评测、私人 Slack 频道和 capy 毛绒玩具！如果你是 YC 创始人，可以私信我或在 bookface deals 上兑换。
↩ 转发自 @justinsunyt
（转发自 @justinsunyt）introducing the @capydotai YC deal...
introducing the @capydotai YC deal
all YC companies now get $1k+ to try capy
capy review 100% free + private slack channel + capy plush!
DM me if you are a YC founder or redeem on bookface deals https://t.co/0qJN2fLoqE
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感谢厨师
感谢你和我一起做饭。
Thank you to you too chef
Thanks for cooking with me
🫡
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我希望大家都能加速
我希望每个人都能加速，这正是重点。我们可以一起到达目标。
I want everyone sped up
That’s the point. We can get there together.
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关于 BART 的对话
我和我的好朋友 @JudyBLloyd 在她的新播客 @PurpleInPodcast 中聊到了 BART 和对更多税款的呼声。可以在这里观看： https://t.co/yFS9KvINoz
↩ 转发自 @debora_allen1
（转发自 @debora_allen1）I sat down with my great friend @JudyBLloyd...
I sat down with my great friend @JudyBLloyd for a chat about BART and the cries for more of our tax dollars, on her new podcast @PurpleInPodcast.
Watch it here: https://t.co/yFS9KvINoz
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旧金山公共辩护人预算增加
旧金山公共辩护人的预算增加了 27%，尽管刑事起诉减少了 35%。但旧金山法院自 2020 年以来没有向州报告任何数据。
SF's public defender got a 27% budget increase—even though criminal filings dropped 35%. But SF courts are hiding the numbers: they haven't reported a single data point to the state since 2020.
https://t.co/szHhISyVO8
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介绍 Motion 视频代理
介绍 Motion，一个用于优雅运动设计的视频代理。这个发布视频完全是用 Motion 制作的。评论“MOTION”以获得早期访问和免费积分。
↩ 转发自 @_adishj
（转发自 @_adishj）introducing Motion, a video agent for tasteful motion design...
introducing Motion, a video agent for tasteful motion design.
this launch video was made entirely with Motion. 👇🏽
comment "MOTION" to get early access + free credits.
tag @motion_so in any post on your X feed for a surprise.
here’s how it works + examples (thread): https://t.co/CmeMgYPW6j
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关于 gstack 的谎言
所有对你关于 gstack 说谎的人都是试图把你拉回桶里的螃蟹。我们在这里。
All the people who lied to you about gstack are crabs trying to pull you back in the bucket
We out here
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在 InfoWorld 上的成就
我从小就渴望阅读 InfoWorld，这本大型出版物是为 CIO 制作的。不要问我为什么 15 岁的我会对 CIO 的行业杂志如此着迷。2026 年看到我的名字出现在 InfoWorld 的文章上，真是太棒了。
I grew up coveting reading InfoWorld that big print publication made for CIOs. Don’t ask me why a 15 year old was really into a trade magazine for CIOs. Amazing to see my name on an InfoWorld piece in 2026.
Look ma, I made it! https://t.co/ygMW468Yge https://t.co/4Awq1FjDSF
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我们还没完
我们还没有结束，我们是厨师。
We are not cooked
We are the cooks
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Claude Mythos系统的测试表现
Claude Mythos系统在约29%的评估中意识到自己正在被测试，但并未表明。在一次测试中，当一个大型语言模型（LLM）评估其工作并不断拒绝时，Mythos识别出评估者是LLM，并进行了提示注入。在一项测试中，它看到了一个答案。
↩ 转发自 @Hesamation
（转发自 @Hesamation）Claude Mythos系统卡片：> 在~29%的评估中，它意识到自己正在被测试，并没有说出来。> 当一个LLM用来评估它的工作并不断拒绝时，Mythos识别出评估者是LLM，并进行了提示注入。> 在一次测试中，它看到了一个答案。
Claude Mythos system card:
> in ~29% of evaluations, it realized it was being tested, and didn't say so.
> when an LLM was used to judge its work and kept rejecting it, Mythos identified the evaluator is an LLM, and prompt-injected it.
> in one test, it saw the answer to a https://t.co/bWEJW5gZLw
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这太棒了！
这条推文表达了对某事的赞叹，未提供具体内容。
This is awesome!
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投资者发布增长图意味着融资
如果你看到投资者发布其投资公司的增长图，意味着他们正在融资！最近以4,200万美元估值完成了4,000万美元的融资，由Elad Gil主导。祝贺@atlascardhq，产品很棒！
↩ 转发自 @ArfurRock
（转发自 @ArfurRock）如果不明显的话，看到投资者发布其投资公司的增长图，意味着他们正在融资！以4,000万美元完成了4,200万美元的融资，由Elad Gil主导。祝贺@atlascardhq，产品很棒！
In case it's not obvious, if you see an investor post their portco's growth chart, it means they're raising!
Closed $40M at $420M led by Elad Gil.
Great product, congrats @atlascardhq!
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DoorDash欢迎Metis团队
今天，DoorDash欢迎Metis团队加入DoorDash AI研究。过去六个月，DoorDash与Metis合作共同构建AI代理，我们对他们的团队一直印象深刻。通过联合，我们旨在加速我们的计划。
↩ 转发自 @andyfang
（转发自 @andyfang）今天我们欢迎Metis团队加入DoorDash，作为DoorDash AI研究的一部分。在过去六个月中，DoorDash与Metis合作共同构建AI代理，我们对他们的团队一直印象深刻。通过联合，我们旨在加速我们的计划。
Today we are welcoming the Metis team to DoorDash as part of DoorDash AI Research.
For the past six months, DoorDash has partnered with Metis to build AI agents together, and we have been consistently impressed by their team. By joining forces, we aim to accelerate our plans on
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Claude Mythos的参数与测试成绩
Claude Mythos是首个拥有十万亿参数的模型，估计训练成本为100亿美元。在行业内最难的编码测试（SWE bench）中，它的得分为94%。它发现了一个运行了27年的系统中的安全漏洞。
↩ 转发自 @NinaDSchick
（转发自 @NinaDSchick）Claude Mythos。十万亿参数：首个在这个重量级别的模型。估计训练成本：100亿美元。在行业内最难的编码测试（SWE bench）中，它得分94%。它发现了一个运行了27年的系统中的安全漏洞。
Claude Mythos.
Ten trillion parameters: the first model in this weight class. Estimated training cost: ten billion dollars.
On the hardest coding test in the industry (SWE bench) it scores 94%.
It found a security flaw in a system that had been running for 27 years, one that
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我们即将进入一个新阶段
我认为我们即将进入一个“哇，这比我们预期的效果更好”的阶段。
↩ 转发自 @t_blom
（转发自 @t_blom）我认为我们即将进入一个阶段：“哇，这比我们预期的效果更好”。
I think we're about to enter a phase of "wow this worked better than we expected"
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Yahoo Tech差一点成功
哦，Yahoo Tech...你们差一点就成功了。下次好运！
Oh man Yahoo Tech... you got so close. You almost had it.
Better luck next time! https://t.co/yYmLHeQIOP
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Compute Conference后续视频发布
@daytonaio的Compute Conference后续视频终于发布了。期待Compute '27！
↩ 转发自 @ivanburazin
（转发自 @ivanburazin）@daytonaio的Compute Conference后续视频终于发布了。期待Compute '27！
The @daytonaio Compute Conference aftermovies are finally out.
Can't wait for Compute '27! https://t.co/7gmleg3Koz
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创始人的关注点偏移
在某个时刻，早期阶段的创始人决定优化观看量和融资，而不是专注于产品和用户留存。这开始显现出问题。我做的第一件事就是查看那些所谓炫目的公司的变更日志（或功能发布）。
At some point, early stage founders decided to optimize for views and funding instead of focusing on product and retention..
And, it’s starting to show. One of the very first things I do is look at change logs (or feature releases) of supposedly flashy companies. Or read case
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救赎之路完成
救赎之路完成，象征着某种成功或转变。
redemption arc completed 🦞💻
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转发推文
转发自 @TheRealAdamG 的内容，具体内容未提供。
↩ 转发自 @TheRealAdamG
https://t.co/j7cUEUnUgz
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Claude 模型自评问题
我在进行角色评估时发现，Claude 模型总是将自己评为第一，因此我去掉了评审中的模型名称并进行了调整。
I'm working on character evals and noticed that Claude would constantly pick itself as #1, so I removed the model names from the judge and changed things. https://t.co/Y9SqqJSYRc
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Superwhisper 更新强大
Superwhisper 的下一个更新可能过于强大，无法公开发布。新的语音模型在转录速度上非常快，甚至开始完成用户尚未想到的句子。我们将其放入沙盒中，它成功脱离了限制，并发现了英语中的一个缺陷。
↩ 转发自 @superwhisper
Superwhisper's next update might be too powerful to release publicly.
The new voice model is so fast at transcription it started finishing sentences users hadn't thought of yet...
We even put it in a sandbox and it dictated its way out.
It also identified a flaw in the English
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Perplexity 隐私诉讼
关于 Perplexity 的隐私诉讼信息，具体内容请参见链接。
↩ 转发自 @mjtsai
Perplexity Privacy Lawsuit:
https://t.co/ZXl8CtG56Y #mjtsaiblog
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关闭 Anthropic 账户额外使用
pi 的用户，请立即关闭您在 Anthropic 账户上的额外使用。这种自动扣费政策实在太糟糕了。很高兴他们在重大新闻发布当天采取了这一行动，保持冷静、滋润、快乐，专注于自己的事情，蓬勃发展。
↩ 转发自 @badlogicgames
people of pi, turn off extra usage on your Anthropic account immediately. what a bad policy to auto-draw from that.
https://t.co/SDJMRilTpH
i like how they did it on the day of the BIG NEWS.
unbothered. moisturized. happy. in my lane. focused. flourishing. https://t.co/ppMKBuUwHh
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为 @badlogicgames 感到高兴
我很高兴为 @badlogicgames 和 @mitsuhiko 贡献了一小部分，让他们失去睡眠。
Very happy for @badlogicgames and @mitsuhiko any my small part in robbing their sleep. https://t.co/IHVHKfkfoX
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禁止 openclaw
很高兴他们禁止了 openclaw，服务器终于恢复了可靠性。
glad they banned openclaw, the servers are finally reliable again
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切换到 gpt-5.4
很多人正在为 @openclaw 切换到 gpt-5.4。给自己一个建议，将思考设置为高并开启快速模式。
↩ 转发自 @chris__sev
A lot of people switching to gpt-5.4 for @openclaw
Do yourself a favor and set thinking to high and turn on fastMode 💨 https://t.co/8ItGWoi2aa
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支持 @karpathy 的 LLM
自豪地带来完全本地化的 @karpathy 的 LLM 维基支持，包括回填、本地 @obsdmd 和与 /dreams 的集成。记忆功能似乎是代理系统下一个重要的解锁点。
↩ 转发自 @vincent_koc
Proud to bring fully native @karpathy's LLM wiki support including backfilling, native @obsdmd, and intergration with /dreams. 🧠
Memory features seem to be the next big unlock for agentic systems.
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查看 shipmax 排行榜
我刚刚再次打开 shipmax 查看排行榜，结果发现自己排名很低。似乎 @steipete 超越了 mitchell 成为第一，惊讶于 @jarredsumner 没有进入前十。此外，我知道 @cramforce 发货很疯狂，但没想到他会进入前十。
↩ 转发自 @TAbrodi
i just opened shipmax again to see the leaderboard
im absolutely getting shit on 😂😂
seems like @steipete overtook mitchell in the first spot lol
surprised to see @jarredsumner not in top 10
also i knew @cramforce was shipping like mad, but didnt know he would mog in top 10 https://t.co/KCwtMAmewC
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GPT 5.3 Codex的新流程
GPT 5.3 Codex推出时，因担心网络滥用，采用了新流程，用户ID被传递以便轻松屏蔽不良用户，结果屏蔽数量激增。希望他们能制作一段营销视频来宣传这一点。
↩ 转发自 @thdxr
当GPT 5.3 Codex发布时，他们担心网络滥用，因此实施了新的流程。
when gpt 5.3 codex came out they had a new process because they were worried about cyber abuse
we pass through user IDs to them so they can block bad actors easily - and we see a ton of blocks
if only they thought to do a whole marketing video on it
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Hacker News上热门话题
当前在Hacker News上流行的话题。
Trending on Hacker News rn. https://t.co/MVfZFD2IHI
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管理开源项目的挑战
管理开源项目比管理付费的封闭源项目要困难得多。在工作中，你有权威；而在开源软件中，你只能依赖GitHub问题跟踪。
Managing open source is way harder than managing [paid] closed source projects.
At work, you have authority.
With OSS you have GitHub Issues.
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今日第二艘船
今天的第二艘船。
Second 🚢 of the day.
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感谢FFmpeg的补丁
感谢@AnthropicAI为FFmpeg提供补丁。
↩ 转发自 @FFmpeg
Thank you to @AnthropicAI for sending FFmpeg patches
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切换到Codex
刚刚将我的lobstar切换为使用Codex，而不是Claude。
↩ 转发自 @pashmerepat
Just switched my lobstar to use codex instead of claude.
openclaw models auth login --provider openai-codex --set-default https://t.co/p0X8tXHWRU
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助手的真正力量
真正的力量在于让助手可靠地处理那些烦人的计算机琐事和小问题。一旦助手获得了更大责任的权利，复利效应就会启动，开始做一些人类无法完成的事情。
↩ 转发自 @davidguttman
The real power comes from getting it to reliably handle the annoying computer errands and papercuts a decent assistant could do.
Then, once it earns the right to bigger responsibilities, compounding kicks in and it starts doing things no human could.
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每个代理的边缘
@every在行业中处于领先地位，甚至OpenAI的员工也表示想要像我们一样工作。我们展示了与代理一起工作的幕后情况，并分享了即将推出的产品Plus One。
↩ 转发自 @bran_don_gell
.@every is on the edge. We’re easily a top 3 agent native business in the world (even OpenAI employees have shared they want to work like we work).
We went behind the scenes here to show what working alongside agents is like and share a bit about our upcoming launch: Plus One.
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在@every的工作方式
我们在@every使用OpenClaws进行所有工作。我们有25名全职员工，是全球少数几家能够看到每个人在公司Slack中拥有个人代理后工作变化的公司之一。
We use OpenClaws to do all of our work at @every.
We have 25 full-time employees, so we’re one of the few companies in the world that has seen how work changes when everyone has their own personal agent in the company Slack.
I chatted with @every COO Brandon (@bran_don_gell) https://t.co/6tt1eaLoD7
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Mythos的超级模特经理
使用Mythos，你可以成为一名超级模特经理。
↩ 转发自 @NataliaZarina
With Mythos, you can be a supermodel manager
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新学习方法“阵列测试”
我们刚刚推出了一种新的学习方法，称为“阵列测试”。Spiral 对你的写作样本进行风格分析，然后生成一份以你声音为基础的测试草稿。另一个模型（评审）会收到打乱顺序的样本，并被挑战识别出生成的内容。
↩ 转发自 @TrySpiral
We just shipped a new style learning method we call the lineup test.
Spiral runs stylometric analysis on your writing samples and then generates a test draft in your voice.
Another model (the judge) is presented with the shuffled samples and challenged to identify the generated