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OpenAI Robotics 招聘信息
OpenAI Robotics 正在招聘优秀的全栈硬件、运营、系统和机器学习工程师，旨在帮助编程和制造对社会有用的机器人。短期内，我们专注于能够帮助人们在物理世界中工作的机器人。
OpenAI Robotics is hiring, looking for exceptional full-stack hardware, ops, systems, and ML engineers to help us program and manufacture robots that are useful for society.
AI should be able to help people in the physical world. In the short term, we are focused on robots to
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生物防御的前期准备
我们希望帮助世界在生物防御方面取得先机。
We want to help the world get a head start on biodefense:
https://t.co/gDQfOZrLA4
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Swyx
Latent Space 联合创始人
2026-05-31 22:00
评估与分析初创企业的升级
每个评估/分析初创企业都将在2026年经历一次代际升级，转变为持续学习平台。许多企业将会失败，但总会有品味的企业胜出。
every evals/analytics startup is going through a onetime generational upgrade into a continual learning platform in 2026
many will fail but as always the tasteful ones win
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Swyx
Latent Space 联合创始人
2026-05-31 19:26
令人惊讶的内容
实在是太疯狂了。
actually wild https://t.co/3aZJI36dGR
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胜利的秘诀
你们根本不明白。如果想要真正获胜，你必须：1. 工作997小时，996小时是给失败者的；2. 投资于代币，如果你在代币上的支出没有超过公司整个员工预算，你算不算AI原生？3. 在办公室过夜。
You all just don't get it.
If you want to win and I mean really win you have to:
1. Work 997
996 is for losers
2. Tokenmax
If you're not spending more on tokens than your company's entire human headcount budget, are you even AI native?
3. Sleep in the office
Think about
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终极教育应用
基本上，终极教育应用就是你在玩《最终幻想》或其他游戏的同时，学习数学和计算机科学。
Basically the ultimate education app is you're playing Final Fantasy or something and you're learning math and CS at the same time
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我的猜测
我的猜测是：- OpenAI Codex 的搞笑迷因 - Anthropic 的论文。
My guess is:
- OpenAI Codex dank memes
- Anthropic essays
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与女儿一起学习计算机科学
刚花了一个小时和女儿一起从 @brilliantorg 学习计算机科学101。她不想放弃，直到她打败 Joyce B 🔥
Just spent an hour with daughter learning CS 101 from @brilliantorg
She doesn’t want to give up until she beats Joyce B 🔥 https://t.co/Eq3kNxXsGn
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CEO 和 CTO 重返编码
不确定这是否是持久趋势，但由于编码代理，CEO 和 CTO 正在愤怒地重返编码。我有公开公司 CEO 私信我（和“内信”），告诉我他们再次爱上了软件开发，感谢 Claude Code 和 Vercel。“梦幻账户”。
Unclear if a durable trend, but CEOs and CTOs are back to coding with a fury, thanks to coding agents.
I have public company CEOs sliding into my DMs (and “InMail”) telling me about falling in love with shipping software again thanks to Claude Code and Vercel.
“Dream accounts”
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企业中AI代理的主要问题
这实际上是企业中AI代理的首要问题。当我们从代理编码（大量上下文在代码库中，用户足够技术化以轻松获取其余信息）转向知识工作代理的世界时，上下文问题显得尤为重要。
This is effectively the #1 problem for AI agents in the enterprise.
As we go from agentic coding (where a large amount of context is in the code base, and users are technical enough to get the rest to the agent easily) to a world of knowledge work agents, the context problem
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AI推动企业增长
在与大型企业的CIO、CTO和CEO的对话中，发现他们大多数因AI而增长，尤其是在新职位如FDE和工程等方面，或者至少将效率节省再投资于业务中。
Again, maybe counterintuitive, but in the majority of conversations I have with CIOs, CTOs, and CEOs in large enterprises, they are either growing due to AI (in new job functions like FDEs, engineering, etc.) or at a minimum reinvesting efficiency savings back into the business
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合作伙伴资助新企业
我们有16个合作伙伴，每年资助40到60家公司，通常每个合作伙伴每年带来50到200名新的旧金山居民（具体人数取决于共同创始人和已有居民的数量，但乘以16就是一个庞大的数字）。
We have 16 partners funding 40 to 60 companies per year, usually amounting to more than 50 to 200 new SF residents per partner per year (depending on how many cofounders and how many already live here, but multiply by 16 and it’s a lot!)
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数据获取的重要性
平台需要保持开放，获取数据不应太繁琐。这看似小事，但实际上很重要。因为在AI生态系统的竞争中，别人的生态系统可能会让你沦为依附者。
This sounds like a small thing but it's big. Platforms need to stay open and it shouldn't require a lot of work to get your data.
Because where the AI harness wars are going... someone else's harness is just going to be you sharecropping someone else's AI ecosystem.
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控制和托管自己的记忆
你应该希望控制和托管自己的记忆，这是你可以带到任何平台的唯一东西。预计这将在2027年的新浏览器战争中成为决定性战斗：AI生态系统的竞争。
You should want to control and host your own memory
It’s the one thing that you should be able to take to any platform
Watch for this to be a defining battle in the new browser war: the AI harness wars of 2027
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住房建设的紧迫性
如果我们想防止旧金山的最低1卧室租金达到每月8000美元，就需要现在开始建设住房、简化流程，并投票让Connie Chans和Shamann Walton下台，保持Natalie Gees不在职。
We need to build housing now and streamline it and vote out the Connie Chans and Shamann Walton’s and keep the Natalie Gees out of office if we want to prevent $8000/mo minimum 1BR rents in San Francisco
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GStack荣登开源项目榜单
GStack现在是有史以来前100个Github开源项目之一，排名第100，并且还在上升中。
GStack is now one of the Top 100 Github open source projects of all time
#100 and still climbing https://t.co/pewuPANq26
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关注地方选举
投票要关注地方，了解你的当选官员。
Vote locally, know your elected officials
https://t.co/p0h0uFKsDO
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追求长远目标
做你自己，而不是被指派的角色！贝索斯在时间视野上获胜，而不是AWS或一键购买。如果你的投资必须在3年内见效，你就要与所有人竞争。每个聪明的、有资金的团队都在追逐相同的3年问题。短期视野，竞争激烈。拉长到7年。
Be your self, not someone you were assigned to be!
Bezos won on time horizon, not AWS or 1-Click.
If your bets have to work in 3 years, you compete with everyone. Every smart, funded team is chasing the same 3-year problems. Short horizon, crowded field.
Stretch to 7 and the
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知识提取的瓶颈
目前的瓶颈在于，模型已经足够智能，但缺乏锁定在高层人员头脑中的公司特定背景。谁能解决公司层面的知识提取，谁就能解锁其余部分。
This is the actual bottleneck. The models are smart enough already. What is missing is the company-specific context locked in senior people heads. Whoever cracks knowledge extraction at the company level unlocks the rest.
As you work on this, please consider using GBrain as
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旧金山建筑热潮滞后
不幸的是，建筑热潮尚未波及旧金山，这并不是一件好事。
Unfortunately the building boom has not hit San Francisco yet and that's not a good thing
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AI替代工作的研究需求
有人询问是否有关于AI在工作中*显著*替代的研究，想要寻找历史数据的统计分析、当前职位的开放情况以及对未来角色的展望。虽然现在还为时尚早，但仍希望能阅读更多相关资料。
Does anyone have good studies for what jobs AI has *meaningfully* replaced?
Looking for a statistical analysis of historical data, present openings and forward looking statements for roles.
I know it’s early but still want to read more.
Broadly, we’re seeing every startup
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时间是一个平面圆
这是一个提醒，因为这个话题又被提起了🙏
Time is a flat circle. A reminder since it’s in the discourse again 🙏
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教授Codex作为QA助手
我一直在教Codex成为我的QA助手。每次提交时，它会创建用户测试场景，并使用webVNC（crabbox）和计算机/浏览器使用（peekaboo/mcporter）来测试OpenClaw，像用户或QA人员一样。这在后台运行，并打开带有修复的PR。
Been teaching codex to be my QA assistant. For every commit it creates a user-test scenario and uses webVNC (crabbox), computer/browser use (peekaboo/mcporter) to test OpenClaw like a user/QA person would.
This runs in the background and opens PRs with fixes. https://t.co/xGcKgjyf7F
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Codex成功编写代码修改
我之前没有见过Codex编写临时代码修改，但它刚刚为一个更大的TypeScript迁移做到了这一点，令人印象深刻。
Haven't seen codex writing ad-hoc codemods before, but it just did for a bigger TypeScript migration. Impressed.
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签证问题解决，前往旧金山
我终于解决了签证问题，准备搬到旧金山，正好赶上MS Build和OpenClaw的晚间活动！
Finally got my visa sorted out and moving to San Francisco, just in time for MS Build and OpenClaw’s after hours! https://t.co/agbyZ79kb1
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GPT 5.5提升工作效率
使用GPT 5.5、/goal、autoreview和crabbox后，我的提示从大约30-60分钟的任务变成了通常需要4-10小时的任务，我对其准备好的信心大大提高。培养代理的能力是一项技能。
With GPT 5.5, /goal, autoreview and crabbox my prompts moved from ~30-60min to often 4-10h tasks and my confidence that it’s ready is much much higher.
Yielding agents is a skill.
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创业与曼哈顿计划的比较
如果你把自己的创业公司与曼哈顿计划相提并论，但每天都没有全力以赴……那就没戏了。
if you're comparing your startup to the manhattan project and you're not rocking this every day .... ngmi https://t.co/uv4VXrw8Db
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AI的未来十年变化
这将在大约十年内发生在AI身上。
this will happen with AI too in about a decade https://t.co/idtwKdvJ0T