2023年，大多数人认为最多只有1到2个前沿模型实验室。现在已经有几十个了……而且Stripe刚刚以70亿美元的价格买下了其中最著名的一个。
In 2023 most people doubted that there could be more than 1 or 2 frontier model labs. Now there are dozens.... and Stripe just bought the best known one for $7B.
通过Codex、GPT-Live-1和GPT-6 Astra，Proaction能够更快地构建、运营和销售现代车队管理系统。
With Codex, GPT-Live-1, and GPT-6 Astra, Proaction builds, operates, and sells modern fleet management faster.
在普通英语中描述你需要的界面，然后让代理为你构建一个你可以共同使用和更新的实时界面——这样你就不用花太多时间去适应工具，而能更多地专注于完成工作。关于GitHub Copilot初学者的应用：如何使用画布构建自定义工作流程的文章首先出现在The GitHub Blog上。
Describe the interface you need in plain English, then let the agent build a live surface you can both use and update—so you spend less time adapting to tools and more time getting work done. The post GitHub Copilot app for Beginners: How to build custom workflows with canvases appeared first on The GitHub Blog .
Muse正受到广泛关注——包括我的关注——因为它在技术上具有开创性（每个用户都能在Meta的云中获得一个完整的持久化Linux虚拟机），而且它以一种易于安装和使用的包装方式呈现。它被形象地呈现为一个可爱的吉祥物。这是首个面向消费者的可访问的代理型AI系统，而Meta在这一方面确实做得非常出色。但真正令人怀疑的是，消费者是否真正理解这意味着什么。如果你买了一把可以割断手指的电锯，你几乎可以肯定自己知道你买的是一个可能割断手指的电锯。 [...] 我认为人们并没有意识到Muse有多强大——因此也有多危险，特别是如果它在你的Mac上运行的话。——约翰·格鲁伯，《Muse看起来很可爱，但外表会欺骗人》 标签：meta、ai、llms、general-agents、generative-ai、john-gruber、muse-agent、muse
Muse is getting a lot of attention — including mine — because it’s both groundbreaking technically (each user gets their own entire persistent Linux VM running in Meta’s cloud) and because it’s packaged in an easy-to-install easy-to-use way. It’s literally presented as a cute mascot . It’s the first consumer-accessible agentic AI system, and Meta has truly done an amazing job with that. But it’s a genuinely open question whether consumers have any understanding what this means. If you buy a power saw that can cut your fingers off, you are almost certainly aware that you are buying a power saw that can sever your fingers. [...] I don’t think people realize how powerful — and thus dangerous — Muse is, especially if it’s running on your Mac. — John Gruber , Muse Looks Cute, but Looks are Deceiving Tags: meta , ai , llms , general-agents , generative-ai , john-gruber , muse-agent , muse
安静的一天让我们可以讨论幕后的工作——现在已开始营业！
A quiet day lets us discuss the work behind the scenes - now open for business!
北大西洋海鹦、大蓝鹭、加利福尼亚褐鹈鹕，在美国加利福尼亚州蒙特雷湾国家海洋保护区，我用全新的200-800mm佳能EF镜头拍到了莫里斯最好的照片。它们真的很喜欢在港口那个标志下聚集！ 标签：摄影，野生动物
Northern Gannet, Great Blue Heron, California Brown Pelican, in Monterey Bay National Marine Sanctuary, CA, US, CA New 200-800mm Canon EF lens got me my best photo of Morris yet. They really like hanging out under that sign in the harbor! Tags: photography , wildlife
GWM Worlds 2 使用持续上下文和定时动作来引导世界模型，实时生成视频和音频。
GWM Worlds 2 uses persistent context and timed actions to steer a world model generating video and audio in real time.
Wayfair 使用 OpenAI 模型来提升电子商务支持和产品目录的准确性，自动化工单分类，并大规模增强数百万个产品属性。
Wayfair uses OpenAI models to improve ecommerce support and product catalog accuracy, automating ticket triage and enhancing millions of product attributes at scale.
我花在与编码代理一起工作的越多，我就越确信它们让软件工程变得更困难了。我们可以用它们做令人惊叹的事情，但要释放它们的全部潜力需要非凡的自律和知识。标签：编码代理，人工智能，大语言模型
The more time I spend working with coding agents, the more convinced I am that they make software engineering even harder. We can do amazing things with them, but unlocking their full potential requires extraordinary discipline and knowledge. Tags: coding-agents , ai , llms
当开发者需要的不仅仅是聊天框这样更具体的东西时，该怎么办呢？进入画布吧。文章《当聊天界面是错误的选择》首先出现在 GitHub 博客上。
What is a developer to do when they need something more tangible than a chat box? Enter canvases. The post When chat is the wrong UI appeared first on The GitHub Blog .
生成式人工智能
Generative AI
在这篇博客文章中，我解释了如何使用基于 GitHub Security Lab Taskflow Agent AI 框架的新模糊测试任务流。文章《使用 GitHub Security Lab Taskflow Agent 进行人工智能驱动的模糊测试》最先出现在《GitHub 博客》上。
In this blog post, I explain how to use the new fuzzing taskflow based on the GitHub Security Lab Taskflow Agent AI framework. The post AI-powered fuzzing with the GitHub Security Lab Taskflow Agent appeared first on The GitHub Blog .
转载文章：在科学领域，思考变得便宜了，但实际行动却没有。这种不对称性正在重新塑造研究型公司的运作方式，而且大多悄无声息。
Guest Post: In science, thinking has gotten cheap but doing has not. This asymmetry is reshaping how research companies operate, largely inconspicuously.
当新冠疫情爆发时，科学家们有一个关键优势：数十年来对冠状病毒的研究使他们能够充分了解这种病毒的关键蛋白质，从而在创纪录的时间内设计出疫苗。下一次大流行可能不会提供同样的先发优势。为了帮助提高成功的几率，NVIDIA 已加入由全球研究机构组成的联盟，包括谷歌 […]
When COVID-19 emerged, scientists had a crucial advantage: Decades of prior research on coronaviruses meant they understood the virus’ key proteins well enough to design vaccines in record time. The next pandemic may not offer the same head start. To help improve the odds, NVIDIA has joined a coalition of global research organizations, including Google […]
本周，扭曲的曼哈顿正在云端等待着你。Remedy Entertainment 的《控制：共振》（CONTROL Resonant）在发布时将迪伦·法登（Dylan Faden）非凡的能力和超自然危机带到了 GeForce NOW 平台。随着游戏的发布，也迎来了《控制：共振》终极会员捆绑包的最后几天。在 9 月 27 日星期日之前，通过 GeForce NOW 购买 12 个月的终极会员资格，即可获得 […]
A warped Manhattan is waiting in the cloud this week. Remedy Entertainment’s CONTROL Resonant brings Dylan Faden’s extraordinary abilities and a paranatural crisis to GeForce NOW at launch. With the release comes the final days of the CONTROL Resonant Ultimate Membership Bundle. Purchase a 12-month GeForce NOW Ultimate membership through Sunday, Sept. 27, and receive […]
扎克团队简直火热得不得了。
Team Zuck is absolutely on fire.
我们如何在 GitHub Copilot 应用中重建差异表面，以打开包含一百万行代码的拉取请求并包含数百条内联评审评论。文章《在 GitHub Copilot 应用中渲染巨大的拉取请求》首先出现在 GitHub 博客上。
How we rebuilt the diff surface in the GitHub Copilot app to open a million-line pull request with hundreds of inline review comments. The post Rendering huge pull requests in the GitHub Copilot app appeared first on The GitHub Blog .
机器人正在变得越来越聪明，但它们的硬件如何跟上这种进步呢？微软最新研究发现，将人工智能推理从机器人本身移出，可以提高任务成功率，提升效率，并支持更复杂的物理人工智能工作负载。《将推理任务卸载至现实世界中的物理人工智能机器人》一文最先发布于微软研究院。
Robots are getting smarter, but how can their hardware match that growth? New Microsoft Research findings show that moving AI inference beyond the robot can improve task success, boost efficiency, and support more advanced physical AI workloads. The post Offloaded inference for real-world physical AI robotics appeared first on Microsoft Research .