@kimmonismus · X
微软 scout 亮相“你的常驻个人工作智能体。” 如果说 2025 年的年度词汇是“AI”，那 2026 年将是“agents”（常驻在线）。 今年一切都是智能体的。 视频 视频
This came as a surprise: Microsoft has unveiled handheld and desktop devices designed to control one's agents. It reminds me of what I had expected from OpenAI’s hardware-standalone devices for controlling agents. Video
Open claw windows companion app
This came as a surprise: Microsoft has unveiled handheld and desktop devices designed to control one's agents. It reminds me of what I had expected from OpenAI’s hardware-standalone devices for controlling agents. Video
这有点出乎意料：微软发布了用于控制个人智能体的掌机和桌面设备。 这让我想起我曾期待 OpenAI 推出用于控制智能体的硬件独立设备。 视频
It is interesting how much focus is being placed on data centers and the community. Recently, there were numerous reports regarding resistance to data center expansion; now comes the promise from Microsoft: no increase in electricity costs due to data centers, along with resource conservation.
与 Jensen 的直播通话。它显示了 MSFT 和 NVIDIA 之间的合作实际上有多重要。 DGX spark、搭载 NVIDIA GPU 的 Azure，还有更多。
It is interesting how much focus is being placed on data centers and the community. Recently, there were numerous reports regarding resistance to data center expansion; now comes the promise from Microsoft: no increase in electricity costs due to data centers, along with resource conservation.
有意思的是，现在人们对数据中心和社区的关注度有多高。最近有大量关于抵制数据中心扩张的报道；如今微软给出了承诺：数据中心不会导致电费上涨，同时还会节约资源。
RTX spark running 120b parameter model locally. Ngl, pretty cool
RTX spark 本地运行 120b 参数模型。 说实话，挺酷的
OpenAI 自家报告显示，Codex 周活跃用户已突破 400 万，较 2 月增长 5 倍。知识工作者目前占其中五分之一，增速为开发者的 3 倍。该报告由 Axios 首发。
推荐理由：OpenAI 报告显示 Codex 的知识工作者用户增速快于开发者，可作观察编码工具向非开发者扩散的参照。
YouTube: piped.video/watch?v=2KHli2PL…
有时候，你以为不可能发生的事情，偏偏就发生了。就像奇迹一样。
OpenAI 明天将发布一次重大的 Codex 更新。 开发了数月，相当特别的东西。 它听起来确实和 GPT-5.6 不一样。
Let the fun begin!
We have been working closely with @nvidia to ensure Hermes Agent works smoothly on their new @NVIDIARTXSpark superchip and integrates with the new OpenShell runtime, which connects Hermes to @Microsoft's security primitives. Watch our feature in the big announcement at Computex: Video
Today's Newsletter on Superintelligence has just been sent! Today's main article is: "🧠 MiniMax M3 Opens Frontier Agents" In addition: - Hot AI news - Infographs - and much more Subscribe for free - link down below!
👏👏 Introducing Qwen3.7-Plus — a multimodal agent model that unifies vision and language into one versatile agent foundation. ✅ Multimodal interactive hybrid agent: unified GUI & CLI operation across visual and text tasks ✅ Versatile coding agent & productivity assistant with full-modality input ✅ Visual Agent: perception, reasoning, grounding, and search-augmented QA ✅ Cross-harness generalization across diverse agent frameworks One model. Sees, thinks, codes, acts.🙌🙌 Now available via API on Alibaba Cloud Model Studio. Try it — let us know what you build.😎 🔗🔗⬇️⬇️ Blog：qwen.ai/blog?id=qwen3.7-plus Qwen Studio：chat.qwen.ai/?models=qwen3.7… API：modelstudio.console.alibabac…
推荐理由：官方把 Qwen3.7-Plus 与 GPT-5.4、Opus 4.6 并列对比，读者可据此观察多模态智能体模型的竞争位置。
Introducing NVIDIA DGX Station for Windows, the world's most powerful deskside AI supercomputer with Windows powered by NVIDIA GB300. ✅ Run frontier AI models with up to 1 trillion parameters locally ✅ Build and run secure AI agents on Windows with NVIDIA OpenShell ✅ Built by @ASUS, @Dell, @GIGABYTE, @HP, @msigaming, and @Supermicro #NVIDIAGTC nvda.ws/3RIkjpc
推荐理由：原文列出 GB300 桌面超级芯片的完整规格与出货时间，可据此判断本地运行前沿模型与智能体的硬件门槛。
Anthropic has confidentially submitted a draft S-1 registration statement to the Securities and Exchange Commission. Pending completion of SEC review, this gives us the option to pursue an initial public offering. Read more: anthropic.com/news/confident…
推荐理由：Anthropic 秘密提交 S-1 草案，OpenAI 与 Anthropic 谁先启动 IPO 成为新的对比看点。
Introducing MiniMax M3: The First Open-Weights Model to Combine Three Frontier Capabilities - Coding & Agentic Frontier: 59.0% SWE-Bench Pro, 66.0% Terminal Bench 2.1, 34.8% SWE-fficiency, 28.8% KernelBench Hard, 74.2% MCP Atlas - MiniMax Sparse Attention scales context to 1M - Natively Multimodal from Step Zero API: platform.minimax.io Token Plan: platform.minimax.io/subscrib… 🚀New! MiniMax Code: code.minimax.io Weights & Tech Report in ~10 Days
推荐理由：原文给出了 M3 与 GPT-5.5、Opus 4.7 的基准对比和成本差距，读者可据此判断开放权重模型的能力位次。
Introducing HydraDB. The graph native context infrastructure for agents. Purpose built to deliver precise context & observability into why agents act the way they do. We've always believed graphs are the best way to manage AI context, but they've been too expensive to scale or impractical for storing full context. Until now. @hydra_db combines in memory, NVMe, and object storage into a single graph layer, making context delivery faster, cheaper, and more precise. We want context delivery to be extremely fast, 1000x cheap, and highly precise. Give your agents a brain. Video
8/ 黄仁勋的定调：“物理 AI 的大爆炸”就在眼前。 抛开炒作不谈，这是机器人领域迄今最认真的开源动作。数据曾是那堵墙。Cosmos 3 是 NVIDIA 试图将其推倒——而且是公开地推。
推荐理由：Cosmos 3 以工作站单卡和数据中心两种规格发布，并配套开放数据集与后训练脚本，读者可据此判断机器人模型的部署取舍。
推荐理由：原文列出 Cosmos 3 在文本生成图像、图像生成视频等多个榜单的开源排名，可据此比较开源模型与闭源前沿模型的差距。
Cosmos 3 被原生训练用于生成动作，其输入输出覆盖文本、图像、视频、音频和动作。同一份 checkpoint 可分别作为视觉语言模型、视频世界模型或机器人策略运行，无需多模型编排。
Introducing Cosmos 3: Our latest frontier model for Physical AI Cosmos 3 is the world’s first fully open omnimodel with native vision reasoning, world and action generation. Today we’re releasing Super (32B) and Nano (8B) variants. Video
推荐理由：英伟达开源 Cosmos 3 的权重、代码与数据集，读者可了解物理 AI 全开放模型的两种规模与开放范围。
哈哈，刚发现原来可以重新启用 codex 里的上下文窗口圆环。 谢天谢地
哇，这些是 @Microsoft 在酒店房间里准备的超酷小礼物。我惊呆了。还有一封手写信。1）什么。天哪 ❤️
Back in SF, next stop Microsoft Build! See you around!
回到旧金山了，下一站 Microsoft Build！到时候见！
他们还在继续送。又一次重置！ 引用推文：所有付费 ChatGPT 订阅的 Codex 用量限制已重置。你的每周和每小时限额应已恢复到 100%。 今天就让 token 去做些了不起的事，玩得开心。
The Codex usage limits have been reset for all paid ChatGPT subscriptions. You should be back to 100% weekly and 100% hourly limits. Let the tokens do incredible things today and have fun.