
NVIDIA Vera Rubin is here, and it’s going gigascale. Vera Rubin NVL72 production is ramping up with racks running at partners CoreWeave, Google Cloud, Microsoft Azure and Oracle Cl…
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NVIDIA Vera Rubin is here, and it’s going gigascale. Vera Rubin NVL72 production is ramping up with racks running at partners CoreWeave, Google Cloud, Microsoft Azure and Oracle Cl…

IT之家 7 月 21 日消息,Microsoft(微软)当地时间 20 日宣布携手 AMD 扩展 Azure 云服务的 AI / HPC 基础设施, 将机架级 AI 系统 Helios 和下一代 EPYC(霄龙)数据中心处理器引入 Azure 。 IT之家注意到,微软在相关博客中提到面向 EDA 应用的 HXv2 虚拟机将继承 2023 年推出的上代 HX…
Microsoft is looking to sell its in-house AI models as more efficient and cost-effective than its competitors' models.
AI 点评 · 微软内部培训销售贬低对手,凸显AI市场竞争白热化,商业策略转向更直接。
Microsoft's monthly release of security fixes, dubbed Patch Tuesday, resolved a record 570 security vulnerabilities across the company's product line, thanks to discoveries with AI…

MIT students designed, built, and tested a jet engine with AI copilots, assessing AI’s usefulness in developing high-performance aerospace systems.
AI 点评 · AI在尖端工程中从辅助走向协作,验证了设计复杂系统的潜力。
AI 点评 · 微软承认Win11内置无法关闭的追踪器,隐私争议再升级。
AI 点评 · 微软因AI数据中心碳排放量激增25%,凸显科技扩张与环保目标的尖锐矛盾。
OpenAI's new family of models will continue to power Microsoft's suite of workplace and productivity apps.
AI 点评 · OpenAI与微软合作稳固,GPT-5.6成Copilot 365核心,预示AI办公生态新阶段。
Microsoft may once again be struggling to keep up with its own climate goals, according to its 2026 sustainability report. As reported by GeekWire, the report states that Microsoft…
AI 点评 · 科技巨头减排挑战加剧,AI扩张与环保承诺矛盾凸显。

“IT早报”时间,大家好,现在是 2026 年 7 月 10 日星期五,今天的重要科技资讯有: 1、OpenAI 最强 AI 模型:GPT-5.6 系列正式上线,纳德拉称微软 Copilot 同步接入 OpenAI 公司 7 月 10 日发布公告,宣布在 ChatGPT(聊天机器人)、Codex(主打编程 AI Agent,目前朝通用 Agent 方向)以及…
AI 点评 · OpenAI模型重大升级,微软深度整合,预示AI竞争进入新阶段。

IT之家 7 月 10 日消息,OpenAI 公司今天(7 月 10 日)发布公告, 宣布在 ChatGPT(聊天机器人)、Codex(主打编程 AI Agent,目前朝通用 Agent 方向)以及 API 中上线 GPT-5.6 系列模型。 在模型方面,IT之家援引博文介绍,OpenAI 本次共发布 3 档模型: 旗舰版 Sol(太阳):每 100 万 T…
AI 点评 · 微软同步接入,意味着AI竞争格局突变,企业级应用迎来新拐点。
Windows 11 updates could soon include fixes for more security issues at once. Microsoft said in a blog post on Thursday that it's now using AI to "identify potential issues earlier…
Learn how GPT-5.6 powers Microsoft 365 Copilot with stronger AI capabilities across Word, Excel, PowerPoint, Chat, and Cowork for faster, higher-quality work.
AI 点评 · 微软将GPT-5.6深度集成办公套件,标志AI办公进入新阶段,用户体验将显著提升。
Data visualizations are the bridge between user and data. But building AI agents that can generate visualizations reliably can be very tricky: - simple chart specs can be reliable,…
Microsoft is the latest Silicon Valley giant to cut back on its AI spending.
AI 点评 · 微软自研模型降本增效,或重塑AI产业链成本结构。
AI 点评 · AI自动修复漏洞,提升开发效率与安全性的关键一步。
Microsoft cut around 4,800 roles, or 2.1% of its global workforce, on Monday — the latest in a series of layoffs that’s stoking fears of AI replacing jobs. The layoffs will hit Xbo…
A year after cutting around 9,100 employees, Microsoft is making further layoffs today as it begins its new financial year. The software maker is laying off around 4,800 employees…
Microsoft follows Amazon, OpenAI, and Anthropic with its new AI deployment group.
Neo is Bhavin Turakhia’s fifth venture and his latest involving enterprise software. This time he's taking on Microsoft Office and Google Apps with AI.

Anthropic’s Claude models in Microsoft Foundry — hosted on Microsoft Azure and running on NVIDIA GB300 Blackwell Ultra GPUs — are now generally available, giving Azure-native enter…
AI 点评 · Anthropic联手英伟达最强算力,Claude入驻Azure,企业级AI部署门槛骤降。

NYT shifts OpenAI/Microsoft copyright claims after SCOTUS ruling against Sony.
AI 点评 · 微软为OpenAI建超算被指侵权,焦点在AI算力背后的法律风险与行业监管信号。
AI 点评 · 微软将AI从辅助工具升级为自主执行体,标志着企业级智能体进入常驻操作新阶段。
AI 点评 · 打通AI编程工具与桌面环境,并行Agent工作流将大幅提升开发效率。
Open-source, self-hostable alternative to Claude Tag — a Slack-style workspace where your team and its AI agents (Claude Code, Codex, GitHub Copilot, and more)…

This post shows you how to build a conversational protein research assistant that combines three capabilities: Natural language query parsing to extract structured search parameter…
AI 点评 · 用自然语言查询蛋白质数据库,AI助手让科研效率飞跃。

IT之家 6 月 22 日消息,据 Windows Latest 报道,尽管公众强烈反对,且微软此前在强制预装 Microsoft 365 Copilot 一事上看似流露过些许歉意,但如今这家企业又故态复萌。 根据用户设备上安装的 Office 版本不同,即便从未主动使用,Microsoft 365 Copilot 相关组件也正悄悄重新侵入用户的办公套件。…
AI 点评 · 强制预装AI工具,微软无视用户意愿,反映巨头对用户自主权的侵蚀。
Reverse engineered Windows Copilot into an OpenAI-compatible API. Access GPT-4 and GPT-5 models through a simple REST interface without API keys or billing.
Reverse engineered Windows Copilot into an OpenAI-compatible API. Access GPT-4 and GPT-5 models through a simple REST interface without API keys or billing.

SearchLeak exploit shows why the industry's approach to LLM security fails over and over.
The IPO market is back, and it’s not the same companies leading the charge. FAANG had a good run, but a new acronym is taking over: MANGOS — Meta (or Microsoft, depending on who yo…
AI 点评 · 科技巨头转战IPO市场,MANGOS取代FAANG,AI企业成新宠。
The IPO market is back, and it’s not the same companies leading the charge. FAANG had a good run, but a new acronym is taking over: MANGOS — Meta (or Microsoft, depending on who yo…
AI 点评 · 新科技巨头MANGOS取代FAANG,IPO市场风向标悄然转变。

IT之家 6 月 11 日消息,Anthropic 昨日推出了旗下首款 Mythos 级人工智能模型 Claude Fable,这款模型已然在微软内部引发担忧。据 The Verge 报道,消息人士透露,由于 Anthropic 出台了新的数据留存规定,微软已限制员工使用 Claude Fable 5。 微软虽迅速为 GitHub Copilot 和 Fou…
AI 点评 · 数据新规引发巨头博弈,微软限制员工使用竞品AI,凸显企业数据主权与AI工具合规性的敏感边界。
New college graduates around the country have been booing and heckling commencement speakers who hype up AI. Microsoft would like everyone to talk it out. In a blog post running mo…
AI 点评 · 微软正视学生抵制AI毕业演讲,展现企业倾听年轻用户真实反馈的开放态度。
Anthropic released Claude Fable, its first Mythos-class AI model, yesterday and it's already causing concerns inside Microsoft. Sources tell me that Microsoft is limiting the use o…
毕马威与微软6月9日宣布扩展全球战略合作关系,聚焦企业级AI智能体的规模化部署。根据协议,微软365 Copilot将向毕马威全球逾27.6万名专业人员全面推广;与此同时,毕马威将采用微软Agent 365平台,对其全球组织内及客户端的AI智能体实施统一管理、监控与安全治理。(界面)
AI 点评 · 毕马威27万员工全面接入Copilot,并首创Agent治理框架,预示企业级AI从工具应用迈入系统化
Microsoft AI CEO Mustafa Suleyman says it's "really, really dangerous" for Anthropic to speculate about Claude's consciousness inside its "constitution," or the instructions that t…
https://www.theverge.com/report/947575/microsoft-claude-fabl...
Microsoft AI head Mustafa Suleyman is walking back his statement about AI automating jobs done by white-collar workers, including lawyers, accountants, and project managers. During…

73 packages run self-replicating stealer as soon as they're opened by an AI agent.
AI 点评 · 微软供应链再遭投毒,AI代理环境成恶意软件新温床,安全防线亟待升级。
Today I’m talking with Mustafa Suleyman, the CEO of Microsoft AI. And I’m actually going to keep today’s intro short — I’m working from my wife’s family farm this week, as you’ll s…
AI 点评 · 微软押注用户对AI助手形成依赖,以黏性抢占个人智能服务市场。
AI 点评 · 微软Azure服务再遭攻击,暴露云安全链条的脆弱性,警示企业需强化第三方集成风险管理。
AI 点评 · 微软开源数据库内持久化执行工具,填补技术空白。
AI 点评 · 微软追求AI成瘾性设计,暴露科技巨头对用户粘性的极端策略与伦理隐患。
Developers increasingly use AI tools such as ChatGPT, Copilot, and Claude in everyday software workflows, but prior studies often evaluate LLM outputs in isolation rather than examining how developers…
At Microsoft's annual Build conference on Tuesday, the company announced a slew of new or expanded AI initiatives, including a super app, in-house reasoning models, a cybersecurity…
Microsoft announced two new text LLMs this morning - MAI-Thinking-1 (reasoning, 1T parameters, 35B active, available to "select early partners") and MAI-Code-1-Flash (137B Paramete…
AI 点评 · 微软推出专用模型,挑战推理与代码领域,小参数量高性能值得关注。

Microsoft missed the boat on apps, so get ready for agents.
Microsoft just kicked off Build 2026 with a keynote from CEO Satya Nadella and other company leaders. As expected, it was filled with announcements, ranging from new Surface hardwa…
AI 点评 · 微软Build 2026 CEO亲宣重磅产品,硬件与AI深度融合,引领开发者生态新方向。
Microsoft on Tuesday took the wraps off Adaptive Spec-driven Scoring for Evaluation and Regression Testing, an open source framework for spinning up AI evaluations.
AI 点评 · 微软开源新框架,让开发者用文字描述快速创建AI行为测试,大幅降低评估门槛。

The agentic AI moment has arrived, but delivering on its promise requires more than good models. It also takes fast hardware, secure runtimes, a responsive data layer and models tu…
AI 点评 · 英伟达与微软联手打造统一AI代理栈,打通从终端到本地部署,降低开发门槛。
AI 点评 · 微软AI助手的设计目标引导行业思考技术伦理与用户粘性平衡。
https://microsoft.ai/models/mai-code-1-flash/ https://microsoft.ai/pdf/MAI-Code-1-Flash-Model-Card.PDF Launching seven new MAI models: https://microsoft.ai/news/building-a-hillclim…
AI 点评 · 微软开源新模型,代码生成任务中性能突出,挑战现有技术格局。
https://microsoft.ai/wp-content/uploads/2026/06/main_2026060... Launching seven new MAI models: https://microsoft.ai/news/building-a-hillclimbing-machine-la...
AI 点评 · 微软一口气发布七个新模型,展现AI研发的规模化野心,行业竞争格局或将重塑。
https://www.microsoft.com/en-us/microsoft-365/blog/2026/06/0... https://www.404media.co/microsoft-wants-to-make-people-addic... https://www.wired.com/story/meet-microsoft-scout-you…
AI 点评 · 微软自研AI代理Scout基于OpenClaw,标志着巨头在自主智能体领域的战略布局。
Microsoft announced a bunch of new in-house AI models at Build 2026, including a new "flagship" model: MAI-Thinking-1. It's an ambitious step into model development for Microsoft,…
AI 点评 · 微软自研推理模型挑战OpenAI,AI竞争格局再添变数。
Launched at Build, Microsoft Scout is a new AI assistant meant to bring the power and flexibility of OpenClaw into the Microsoft 365 system.
AI 点评 · 微软推出Scout,将开源助手理念融入办公生态,可能重塑个人助理竞争格局。
Much like Google, Microsoft is launching its own version of OpenClaw. Microsoft Scout is an always-on assistant that integrates into Microsoft 365 apps like Outlook, OneDrive, and…
AI 点评 · 微软借OpenClaw打造深度嵌入办公生态的AI助理,或将重新定义工作效率。
The specification lets developer, compliance, and security teams define their own policies for agents to follow in portable policy files.
AI 点评 · 微软推出便携式策略文件,让开发者自主定义AI代理行为规范,提升安全可控性。
AI 点评 · GitHub推出手机端AI编程助手,让代码协作突破桌面限制。
Microsoft just announced "Project Solara," a new OS designed for gadgets that run AI agents, at Build 2026. The company is calling it "a new platform built from the ground up to po…
AI 点评 · 微软专为AI智能体硬件打造操作系统,标志从软件到硬件生态的关键一步。
Microsoft only just announced a new Surface Laptop Ultra at the weekend, and it's now revealing a miniature Surface PC aimed at developers. The new Surface RTX Spark Dev Box is pow…
AI 点评 · 微软自研迷你开发套件,打破高通垄断,为开发者提供全新ARM平台选择。
Microsoft Build 2026 kicked off with a keynote presentation that introduced some developer-focused Windows updates, an OpenClaw-based AI assistant called Scout, the new Majorana 2…
AI 点评 · 微软Build 2026展示AI助手Scout与Majorana 2,开发者工具成焦点。

Some report burning through their whole monthly "AI credit" allotment in a single day.
If Nvidia has cracked a way to bring AI agents easily, safely, and usefully to the masses, it could — and should — be big.
AI 点评 · 英伟达联手微软戴尔惠普,将AI智能体推向PC,可能撬动2000亿美元CPU市场。
Microsoft is heading to San Francisco this week in a bid to win back developers at its Build conference. I've been attending Build since the days when Microsoft called it the Profe…
AI 点评 · 微软Build大会将展示AI新模型与Windows升级,揭示其开发者战略与行业风向。
DBeaver 是一个免费开源的通用数据库工具,适用于开发人员和数据库管理员。DBeaver 26.1 已发布,具体更新内容包括: SQL Editor: 新增对 double-curly SQL 参数的支持[#40914] AI 助手:新增对 GitHub Copilot 中新的 OpenAI Codex 模型的支持 Metadata Editor: 修复…
昨天前三名的 MoneyPrinterTurbo、microsoft/markitdown 和 liteparse 今天集体后退,前三名加起来才占了今天总星的 29%。但有意思的是,三个加速最快的项目各有各的方向——一个教 AI 搞"团队协作"、一个给 Claude Code 装"工程插件"、还有一个是能让你自己从零搓出各种技术的经典教程。今天没有一家独大,…
The golden age of Microsoft's Github Copilot appears to be at an end.
AI 点评 · 新计费模式引发开发者强烈不满,反映AI工具商业化与用户体验的深层矛盾。
The golden age of Microsoft's GitHub Copilot appears to be at an end.
AI 点评 · 开发者不满新计费模式,GitHub Copilot或面临信任危机。
AI 点评 · 微软数据揭示AI成本高于人工,挑战企业降本增效的普遍认知。
Microsoft is launching a revamped version of Microsoft 365 Copilot, offering a cleaner design that the company claims loads twice as fast. As part of this update, Copilot will prov…
AI 点评 · 提速两倍加界面简化,微软365 Copilot的体验升级将直接影响数亿办公用户效率。
Microsoft is launching a revamped version of Microsoft 365 Copilot, offering a cleaner design that the company claims loads twice as fast. As part of this update, Copilot will prov…
AI 点评 · 微软AI助手提速两倍,界面更清爽,办公效率提升值得期待。
Physical AI systems, including robots, autonomous vehicles, embodied agents and edge copilots, often run a different inference workload from cloud LLM serving: single-stream, batch-1 autoregressive de…
82 ready-to-deploy Microsoft Copilot Chat agents — paste the instruction block into Copilot Studio and you're live. Writing, HR, PM, IT ops, Sales, Finance, Eng…
Microsoft Copilot Cowork Exfiltrates Files The biggest challenge in designing agentic systems continues to be preventing them from enabling attackers to exfiltrate data. In this ca…
AI 点评 · 微软AI助手暴露数据安全漏洞,警示企业需重视智能体系统防护。
Microsoft Copilot Cowork Exfiltrates Files The biggest challenge in designing agentic systems continues to be preventing them from enabling attackers to exfiltrate data. In this ca…
AI 点评 · 揭示AI安全短板:Copilot被利用外泄文件,警示企业需警惕智能助手的数据防护漏洞。
Turn a production incident into a structured 9-section LLM response (severity, root cause, mitigation, postmortem). Ships with a 5-scenario regression suite + L…
Enterprise-ready CI/CD reference for Microsoft Foundry AI agents, with parallel GitHub Actions and Azure DevOps pipelines, evaluation-driven quality gates, and…
AI 点评 · 企业级AI代理CI/CD参考实现,提升部署效率与质量管控。
Enterprise-ready CI/CD reference for Microsoft Foundry AI agents, with parallel GitHub Actions and Azure DevOps pipelines, evaluation-driven quality gates, and…
AI 点评 · 企业级AI代理的CI/CD参考方案,实现并行流水线与质量门控,提升部署效率与可靠性。

Microsoft Research is excited to release an open dataset of approximate transmission topology of the U.S. power grid derived from publicly available data. The ability to study tran…
AI 点评 · 微软开源美国电网拓扑数据集,为AI能源研究提供标准化基准,降低数据获取门槛。

Microsoft Research is excited to release an open dataset of approximate transmission topology of the U.S. power grid derived from publicly available data. The ability to study tran…
AI 点评 · 微软开源美国电网数据集,填补电力系统研究数据空白,助力AI与能源交叉创新。
Hey HN! I built SimplePDF Copilot: an AI assistant that can interact with the PDF editor. It fills fields, answers questions, focuses on a specific field, adds fields, deletes page…
Hey HN! I built SimplePDF Copilot: an AI assistant that can interact with the PDF editor. It fills fields, answers questions, focuses on a specific field, adds fields, deletes page…
AI 点评 · 客户端AI工具调用实现PDF表单填写,兼顾隐私与效率,突破传统自动化局限。

Salesforce on Tuesday launched an entirely rebuilt version of Slackbot , the company's workplace assistant, transforming it from a simple notification tool into what executives des…
AI 点评 · Salesforce升级Slackbot为AI智能体,加剧与微软、谷歌的企业AI竞争。