共同创造是谷歌实验室的核心价值之一
共同创造是谷歌实验室的一个关键价值观。感谢Voltage团队的努力，让这一理念得以体现。
Co-create: one of the key @GoogleLabs values.
It looks like this, thanks Voltage team!
AI 领袖动态
2026-06-18 · 31 条
Codex运行中的问题
我在一个目标上运行Codex已经两个小时了，但它做出了很多错误的假设，因此我必须不断监控和调整。这是正常现象吗？也许我应该让它先制定一个详细的计划？
So I have Codex running on a /goal and it's been working for 2 hours but the problem is it's making alot of wrong assumptions so I have to monitor and steer it constantly.
Is this expected? Perhaps I should've had it make a detailed plan first?
Codex图像生成的奇怪限制
奇怪的是，Codex的图像生成可以生成图像，但却不能将这些图像保存到本地文件夹？
Weird that Codex imagegen can generate images but can't save those images into a local folder? https://t.co/KYGcODAc7u
给予用户他们所支付的模型
用户应该得到他们所支付的模型。
Give the people the model they paid for.
一位优秀设计师的转变
我曾合作过的最佳设计师之一现在成为了一名首席工程师。他希望保持匿名，但他现在在编码工具和终端中设计和构建超过95%的内容。他的工作流程基本上是：首先让AI创建设计md，然后请求AI生成。
One of the best designers I’ve ever worked with is now a principal engineer.
He wants to stay anonymous, but he now designs and builds 95%+ in coding harnesses and the terminal.
His workflow is basically:
→ Get AI to create a design md first
→ Ask AI to generate the
我的日历现在很棒
我的日历现在非常不错，真心觉得这是项目经理梦寐以求的状态。
My calendar is pretty great now ngl.
This is what PMs dream of. https://t.co/hDcskoeViA
Snap的重新定位建议
Snap应该将Specs重新定位为“终极24/7智能界面”，帮助那些经历AI精神病的人：同时监控10个AI代理的工作流，看到代理完成工作时的通知，使用语音提示与代理对话。这样将会热销。
Snap should re-position Specs as the "ultimate 24/7 agentic interface" for people suffering AI psychosis to:
- Monitor 10 AI agent workstreams at once
- See notifications when an agent is done working
- Use voice to prompt and talk to the agents
Then it will sell like hot cakes
采访Spike Jones的乐趣
采访Spike Jones的过程非常有趣！
Was so fun interviewing Spike Jones!
与Claude设计，通过Replit发布
与Claude一起设计，通过Replit进行发布。
Design with Claude, Ship with Replit
Vibecon活动
Vibecon活动。
Vibecon https://t.co/5MFsYh7X4Z
将想法变为现实
通过交流你的想法，可以让它们变为现实。
Talk your ideas to life
Vibecon 开放大门
Vibecon 正在为更多的机会和交流打开大门。
Vibecon open doors
链接分享
这是一个链接，具体内容未提供。
https://t.co/ZciGmJ8SAP
感谢团队
我很荣幸能成为让 Vercel SHIP 伦敦活动成为可能的精彩团队的一部分。
(Part of) the wonderful team that made Vercel SHIP London possible 🫶 https://t.co/X0BWDRSdDp
AI 竞争加剧
在激烈的模型竞争环境中，@aisdk 比以往任何时候都更相关。今天，开放模型 GLM 5.2 在我们的 Next.js 评估中超过了 Opus 4.8。
React → https://t.co/KloDLV1HeX
Next.js → https://t.co/99eEa12P9v
@aisdk is more relevant than ever, given the intense model competition landscape. Just today, GLM 5.2, an open model, surpassed Opus 4.8 in our Next.js Evals (https://t.co/SnZ54Xok7n) 🤯
But the world
Next.js 为代理服务
我创建 Next.js 的简单前提是：只需 pages/index.js，加入一些 React 就可以了。Eve 要求更少，只需在 agent/instructions.md 中写入一些英语。
https://t.co/O7y9dmTSux is Next.js for agents.
I built Next with a simple premise: 𝚙𝚊𝚐𝚎𝚜/𝚒𝚗𝚍𝚎𝚡.𝚓𝚜 is all you need. Put some React in there and you’re good to go.
Eve asks for even less. 𝚊𝚐𝚎𝚗𝚝/𝚒𝚗𝚜𝚝𝚛𝚞𝚌𝚝𝚒𝚘𝚗𝚜.𝚖𝚍. Put some English in there and you’re
构建代理的挑战
构建代理最困难的部分不是代理本身，而是数据，尤其是 OAuth、令牌、凭证和范围的配置。我们有 AGI 等待被释放。Vercel Connect 解决了安全性和易用性的问题。
The hardest part of building an agent is not building the agent. It’s the data.
It’s, ironically, figuring out OAuth, tokens, credentials, scopes… We have AGI sitting there, waiting to be unleashed.
Vercel Connect solves for both security and ease of use. It’s delightful
向 Will Shu 学习
与 Deliveroo 创始人 Will Shu 的交流让我倍感鼓舞，他在创业过程中始终如一，早在“创始人模式”这个词出现之前就已经在实践。
It was so inspiring to chat with and learn from Will Shu, founder of Deliveroo.
Few people have been in the arena day-in-and-day-out like him. Founder Mode before it had a name. https://t.co/wVxhPnpVr8
设置舞台
快速介绍：30分钟的函数调用和24小时的沙盒生命周期。
Quick one to set the stage:
☑️ 30 minute function invocations
🆕 24 hour sandbox lifetimes
该出货了
是时候推出产品了。
It’s time to ship
这条推文很有意思
这条推文引发了许多共鸣，表明某种情况得到了验证，具体内容未提及。
This aged well 😂 iykyk
链接分享
无
https://t.co/iMbPIuCsnR
开放权重模型与封闭模型的差距
AI领域的一个重大问题是开放权重模型与封闭模型之间的差距有多大。市场结构的差异取决于开放权重模型落后封闭模型3个月、6个月，还是几年。
One of the biggest questions in AI is how far behind open weights models remain from closed models at any given time. There are huge differences in market structures depending on whether open weights models remain 3 or 6 months behind, or if they fall behind by years.
The
Fable 5禁令造成的生产力损失
对于Fable 5禁令，粗略估计每小时损失的生产力为1200万美元。预计到2026年中，前沿AI编码的日活跃开发者将达到500万，全面成本为每小时90美元。48小时内转向Fable的工作量为17.8%，Fable的平均生产力提高了约15%。每位开发者的有效产出损失为17.8% × 15%。
Rough estimate on $ productivity lost by Fable 5 ban: $12M per hour
Frontier AI-coding daily actives, mid-2026: 5M devs
Fully-loaded cost: $90/hr
Work routed to Fable in 48 hours: 17.8%
Fable is on average ~15% more productive
Effective throughput loss per dev = 17.8% × 15%
技术创始人与商业创始人的结合
我认为两者都需要，但主要观点是：技术创始人现在可以接触到商业思维，而商业创始人也可以接触到技术思维。结果是更多真正可行的初创公司。
I think you still need both, but the main lede is: technical founders now have access to business thinking
Business founders now have access to technical thinking
Net net: more startups that actually work, period
年龄不是问题
我们不在乎你的年龄，我们关心的是你是否能用心和技艺去创造，以及你是否能制作出人们想要的东西。
We don’t care what your age is
We care if you can build with craft and care
And if you can make something people want
最佳网站创建工具推荐
如果你需要一个网站，这是地球上最好的网站创建工具：Bryant Chou的Ploy。放下手头的事情，立即使用这个工具来改善你的网站。你可以根据自己的喜好进行全面重新设计。尝试在一个副项目中使用，之后你会把它应用到主项目中。
If you need a website, this is the best website creator on the planet: Ploy by Bryant Chou
Drop everything and use this to improve your website now. A total redesign to your taste is at your fingertips. Try it with a side project and you'll bring it to your main project in 2
年龄与创业成功无关
Harshita Arora在17岁时共同创办了AtoB并进入YC。我27岁时共同创办了Posterous并进入YC。Nicolas Dessaigne在37岁时共同创办了Algolia并进入YC。年龄无关紧要，YC是创业时快速发展的社区。
Harshita Arora was 17 when she cofounded AtoB and got into YC.
I was 27 when I cofounded Posterous and got into YC.
Nicolas Dessaigne was 37 when he cofounded Algolia and got into YC
It doesn’t matter what age you are. YC is the community to join to go fast when starting.
9Mothers技术的直接影响
9Mothers是一项技术，其影响对战斗人员来说是显而易见的。
9Mothers is one of those technologies whose impact is immediately obvious to warfighters
新兴基金经理的崛起
在接下来的12个月里，我们将看到一些令人惊叹的新兴经理推出他们的首支基金。这些人今天并不为大众所熟知，但在下一个十年里将会成名。每个人都有强烈的创始人热情、独特的世界观和无与伦比的拼搏精神！
The next 12 months we are going to see some incredible emerging manager's come out with their debut funds..
These are NOT household names today, but will be in the next decade.
Each one has intense founder love, unique lens on the world and hustle like no one else!
非常有趣
这条推文表达了对某个话题或内容的高度兴趣。
Really interesting