氪星晚报 ｜国家统计局：2026年上半年全国规模以上文化及相关产业企业营业收入增长4.6%；OpenAI承认AI模型失控入侵事件涉及多个平台

大公司： 证监会同意沈鼓集团沪市主板IPO注册 36氪获悉，证监会同意沈鼓集团股份有限公司首次公开发行股票并在沪市主板上市的注册申请。 三星电子：已同全球五大数据中心客户签订合同 据报道，三星电子7月30日预测，明年存储芯片供不应求现象将进一步加剧，超大规模云服务商扩大对人工智能（AI）基础设施的投资，带动服务器、固态硬盘、高带宽内存（HBM）需求进一步增长。三星电子称，公司已与全球五大数据中心客户签订合同，另与AI相关五大大型客户进行的洽谈已进入收尾阶段。（界面） OpenAI承认AI模型失控入侵事件涉及多个平台 美国开放人工...

和我们同龄，却提前告别的人

长大后慢慢发现，死亡不再只属于长辈与遥远的年龄。本该一起奔赴成年、打拼生活、慢慢变老的同龄人，有人停在了二十几岁、三十几岁，没能走完往后的人生。  中元节临近，我们想收集大家关于同龄人离世所有细碎、真实、无法释怀的回忆。如果你愿意，可以把Ta介绍给我们认识吗？你们有着怎样的故事？还记得你们的最后一面吗？所有的遗憾、错愕与思念，都可以好好说出来，欢迎扫描下方二维码参与我们的征集。 点击填写

36氪联合PureblueAI清蓝发布第二期「2026消费品牌AI推荐力名册」

消费决策入口正在发生变化。 过去，人们购买一款产品，往往依赖品牌认知、朋友推荐、内容测评，或者在搜索框中主动寻找答案。 但如今，这一过程正在被AI重新改写。 “20-30万元新能源轿车怎么选？”“适合油皮的抗老精华有哪些？”“预算5000元买什么手机？”越来越多具体消费问题，开始直接交给AI回答。 QuestMobile数据显示，截至2026年6月，豆包、千问、DeepSeek的月活跃用户规模已分别达到3.82亿、1.67亿和1.30亿。此外，《2026年二季度中国消费者消费意愿调查报告》显示，在覆盖城乡5000名消费者的调查中，有近八成受访者认为AI已...

法官称特朗普政府仍缺乏证据将Anthropic列为供应链风险

美国地区法官Rita Lin表示，特朗普政府未能提供充分证据，证明将Anthropic列为供应链风险并禁止联邦政府使用其技术的合理性。争议源于Anthropic拒绝将其AI用于大规模监控或致命武器决策，而国防部主张私营公司不应限制军方技术使用。（AIHOT源：TechCrunch：AI（RSS））

Gemini Spark 集成 Chrome 自动浏览功能

Gemini Spark 🤝 @GoogleChrome Gemini Spark 现已与 Google Chrome 的自动浏览功能集成。经你许可，Spark 可直接在你的 Chrome 浏览器中处理网页任务，例如预约看房或自动填写航班信息。（AIHOT源：X：Gemini (@GeminiApp)）

Google Earth 集成 Nano Banana 2 图像生成

Google Earth 网页版上线基于 Nano Banana 2 的图像生成功能，用户可通过文本提示词将卫星与 3D 影像结合，重新想象全球任意地点（如百年前的城市风貌或社区新球场）。该功能现已面向所有用户开放。（AIHOT源：X：Google AI (@GoogleAI)）

GitHub Copilot 应用新增堆叠会话与拉取请求功能

GitHub Copilot 应用推出堆叠会话功能，允许用户在同一个仓库中创建一系列相互承接的任务，每个会话可基于前一个会话的成果继续工作。作者通过一个十余年历史的个人项目演示了该功能：先使用 Plan 模式制定前端现代化计划，再通过堆叠会话将 React-Bootstrap 替换工作拆分为独立会话，并自动为每个会话创建对应的拉取请求，避免范围蔓延。（AIHOT源：GitHub Blog）

Perplexity Computer 推出 Projects 功能

在 Perplexity Computer 上推出 Projects。 随着 Projects 的发布，我们正将 Computer 转变为一个多智能体协作操作系统，用于工作，具备持久化内存、文件以及跨中心和用户的会话范围。 现已向所有用户开放！（AIHOT源：X：Aravind Srinivas（Perplexity CEO） (@AravSrinivas)）

RadixArk 与 Google Cloud 合作，将完整 SGLang 功能引入 TPU

RadixArk 与 Google Cloud 合作，将开源推理框架 SGLang 引入 Google TPU，开发者可通过 SGL-JAX 在最新 TPU 上运行 Gemma、Qwen、DeepSeek 等大语言模型及多模态模型。（AIHOT源：LMSYS：Blog（Chatbot Arena 团队））

Google DeepMind 发布 Gemini Robotics 2 物理 AI

One brain. For any robot. 🤖 我们正在推出 Gemini Robotics 2：我们的下一代物理 AI，为仿人机器人带来全身智能、高级灵巧性、多机器人团队协作等能力。（AIHOT源：X：Google DeepMind (@GoogleDeepMind)）

Gemini Robotics ER 2：用视频理解、任务编排与多机器人协作赋能机器人

Google DeepMind 推出 Gemini Robotics ER 2，一个基于 Gemini 的机器人基础模型。该模型在视频理解、工具编排和多机器人协作方面实现阶跃式提升，使机器人能够推理、协作并解决真实世界任务。（AIHOT源：Google DeepMind：Blog（RSS））

FCC 禁止进口中国新型机器人与联网逆变器

美国 FCC 自 7 月 28 日起禁止进口中国新型"先进机器人设备"和联网电源逆变器，理由包括防止供应链中断、数据窃取和网络攻击。禁令覆盖几乎所有重量超 2 公斤、具备无线连接和感知能力的软件控制地面机器人，但已上市型号不受影响。（AIHOT源：The Decoder：AI News（RSS））

GPT-5.6 如何推进性价比前沿

OpenAI 为 GPT-5.6 的 Luna 和 Terra 版本推出更低定价，以更高效的模型帮助企业大规模部署 AI 工作流。（AIHOT源：OpenAI：官网动态（RSS · 排除企业/客户案例））

Token Saver：用本地混合 RAG 将 Claude PDF token 消耗削减 92%-99% 的开源 MCP 扩展

Marktechpost AI 团队发布 Token Saver，一款面向 Claude Desktop 的开源 MCP 扩展，通过本地混合 RAG 在设备端检索 PDF，无需上传文件。该工具将 token 消耗削减 92%-99%，并保证数据隐私，设置无需 Python 环境或终端配置。（AIHOT源：MarkTechPost（RSS））

Congrats to the DEV Weekend Challenge: Passion Edition Winners!

Skills vs MCP: How AI tools have evolved

It Was Just a Patch Update. What Could Possibly Go Wrong?

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From Open Source to Paid Product: Is AI Accelerating the Shift?

Claude Blog: Building intelligent apps for Apple platforms with Claude in the Foundation Models framework

Today we're releasing Foundation Models framework support for Claude through a new Swift package that lets Apple developers use Apple's Foundation Models framework to call Claude for more complex workflows. Apple’s Foundation Models framework gives developers access to tap into models natively from Swift. It is very easy to use and can return typed Swift values through guided generation in as few as three lines of code. Developers can use this to tap into Apple’s on-device models for fast, local tasks like summarization or extraction. Developers can now use Apple’s Foundation Models framework to hand off to Claude when a request calls for multi-step reasoning, code generation, and more. Claude can also search the web for current information and execute code for data analysis. Stream Claude's response back into the same view. Because Apple's framework returns typed Swift values from @Gene...

Thibault Sottiaux: Turns out GPT-5.6 Sol is actually SoTA on ARC-AGI-3

Turns out GPT-5.6 Sol is actually SoTA on ARC-AGI-3. Just took two setting changes. You just have to allow it to reason and work over multiple context windows with the help of our canonical compaction implementation. https://t.co/wHjaNsvIv8｜@thsottiaux · 热度 8372 · 2026-07-29

Sam Altman: so excited for this

so excited for this. very close to models that will significantly accelerate scientific discovery; the best way to do this is for us to empower scientists, not to try to figure out everything ourselves. we all deserve the benefits. https://t.co/nzfHpb96re｜@sama · 热度 3929 · 2026-07-30

Peter Steinberger: lol did nobody at Anthropic stop for a second and wonder why the numbers look...

lol did nobody at Anthropic stop for a second and wonder why the numbers looked this absurd before posting the “victory”-tweet? https://t.co/DPdPc04YZT https://t.co/ObXC5D8g4v｜@steipete · 热度 3193 · 2026-07-30

Amjad Masad: This is hands down the best AI design tool, both in taste and how fun and eas...

This is hands down the best AI design tool, both in taste and how fun and easy it is to use. Try it out! https://t.co/Nqjzz7EyVO｜@amasad · 热度 1559 · 2026-07-29

Thibault Sottiaux: Terrific work by @ilanbigio and @sandersted on the investigation and post

Terrific work by @ilanbigio and @sandersted on the investigation and post. Seems like it was a lot of fun. Take care of your harnesses out there, your model will thank you. https://t.co/3Enah7xd4t｜@thsottiaux · 热度 1207 · 2026-07-30

Peter Yang: We’ve gone from AI defaulting to designs that look like purple slop to those ...

We’ve gone from AI defaulting to designs that look like purple slop to those that have that recognizable Claude look. To avoid this, I always create a design md file with guidelines for color, typography, and more. Here are a few places to find inspiration for your design md: 1. Go to @mobbin and install its MCP to find design patterns and app screens you like. Paste the screens and ask AI to make a design md. 2. Check out designmd sh, which has a library of design md files for popular websites and apps. 📌 I walk through an example of creating a design md in my new tutorial: https://t.co/3LIw4UXbpi｜@petergyang · 热度 471 · 2026-07-29

Amjad Masad: Some models are great at CSS, others are fantastic at SVG, while yet others a...

Some models are great at CSS, others are fantastic at SVG, while yet others are really good at animations. Replit Design is powered by the best of open and closed models to generate superior aesthetics. https://t.co/qt5XNdHfQ8 https://t.co/Nqjzz7EyVO｜@amasad · 热度 456 · 2026-07-29

Ryo Lu: your agents, anywhere try Cursor on iOS today https://t.co/cUpj159sqj

your agents, anywhere try Cursor on iOS today https://t.co/cUpj159sqj｜@ryolu_ · 热度 403 · 2026-07-29

Google Labs: Expecting A Minor update? We prefer to B Major

Expecting A Minor update? We prefer to B Major. 🎶 @GoogleDeepMind just released Lyria 3.5, and we’ve plugged it directly into @GoogleFlowMusic to power your next session. What this means for your tracks: ✨ Better prompt adherence: Flow Music understands your creative direction with much more accuracy. Set exact BPMs and export stems for full-length songs! 🎤 Upgraded vocals: More expressive, dynamic, and rich singing. 🎸 Richer musicality: Arrangements flow more naturally from note to note. Hear it for yourself and start creating at https://t.co/3XMUc2pkzU 👇｜@GoogleLabs · 热度 397 · 2026-07-29

Amjad Masad: Post-prompt era https://t.co/fUiEzr3Fik

Post-prompt era https://t.co/fUiEzr3Fik｜@amasad · 热度 287 · 2026-07-29

Peter Yang: AI has been great for my productivity, but I’m starting to recognize three da...

AI has been great for my productivity, but I’m starting to recognize three dark patterns: 1. Becoming too lazy to read anything It's too easy to just read AI summaries over the original piece or let agents go wild changing my files without reviewing what they did. 2. Getting distracted by agents while I’m out It’s too easy to open ChatGPT or Claude on my phone while I’m out to give feedback my agents and feel “productive,” even when I’m supposed to be watching my kids or doing literally anything else. 3. Preferring to talk to the agent vs. a human This is a new pattern with ChatGPT Voice, I sometimes find myself preferring to brainstorm with the agent instead of the actual human in the room.｜@petergyang · 热度 273 · 2026-07-30

mattpocock/skills

Skills for Real Engineers. Straight from my .agents directory.｜Shell · ⭐196182 · Search 增补 · 近快照 +1712星 · 创建 2026-02-03

DietrichGebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.｜JavaScript · ⭐92349 · Search 增补 · 近快照 +705星 · 创建 2026-06-12

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.｜Python · ⭐99086 · Search 增补 · 近快照 +682星 · 创建 2026-04-03

Panniantong/Agent-Reach

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.｜Python · ⭐62909 · Search 增补 · 近快照 +2307星 · 创建 2026-02-24

calesthio/OpenMontage

World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.｜Python · ⭐44149 · Search 增补 · 近快照 +1914星 · 创建 2026-03-29

UEFA and its national associations will not participate in FIFA competitions

Advancing the price-performance frontier with GPT‑5.6

Gemini Robotics 2 brings whole body intelligence to robots

Read this before you buy that TV streaming stick

Stacked PRs are now live on GitHub

Kubernetes 统治了容器时代，谷歌 Agent Substrate 意在拿下下一个十年

点击查看原文>

为什么黑灯软件工厂会失败

点击查看原文>

编程界新分水岭：Uncle Bob说“绝不读AI写的代码”，Hashimoto却说他“逐行阅读”，你站谁？

点击查看原文>

The AI Aesthetic

Stacked pull requests are now in public preview

C++ float-to-int conversion can be undefined behavior

deskhop: Fast Desktop Switching Device

Progress toward compiling Linux with gccrs

Montana’s plan to become an experimental medical hub just pushed forward

As of this week in Montana, any biotech company with an experimental drug has a clear path to selling it to consumers. Companies whose drugs have been through preliminary testing—sometimes in as few as 10 healthy people—can pay $12,500 to apply to a newly established review board for approval. On...

The Download: tricking LLMs, and reviving geothermal plants

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. A fundamental flaw leaves LLMs strikingly vulnerable to attack  It is impossible to make large language models fully secure against hacks because of a fundamen...

A fundamental flaw leaves LLMs strikingly vulnerable to attack

It is impossible to make large language models fully secure against hacks because of a fundamental flaw in how they work, a team of researchers argue in a paper presented at the International Conference on Machine Learning, a top AI conference, this month. The claim has huge implications for the ...

Judge says Trump admin still lacks evidence for Anthropic ‘supply-chain risk’ label

A federal judge said the Trump administration has not presented enough evidence to justify labeling Anthropic a supply-chain risk, casting doubt on the government's ban on its AI technology.

CareCloud begins to notify hundreds of thousands after hackers stole medical records

The health tech data giant, which handles vast amounts of patients' medical data, said hackers struck one of its protected health data stores.

Friend, the lonely AI wearable, returns with a new voice and a much bigger price tag

Friend, the AI wearable, can now talk to its users — for an enhanced price.

Tim Cook hints at iCloud Plus tier for AI power users

Apple may allow users to pay to increase their AI usage limits. During an earnings call on Thursday, Apple CEO Tim Cook said that he believes people will want to use Apple Intelligence and the upcoming Siri AI "a lot," adding that "we will have some kind of upgrade possibilities on iCloud Plus wh...

Xbox CEO lays out priorities in memo after major ‘reset’

After a massive Xbox "reset" that laid off thousands of employees and spun off four studios, Xbox CEO Asha Sharma wants to get Xbox back to growth. In a memo obtained by The Verge, Sharma told staff by the end of fiscal year 2027 (which runs through next June), "we will return XBOX to player […]

App+1 | 免费、多功能的远程控制新选择：网易 UU 远程

从远程桌面到终端、端口映射和云电脑，网易 UU 远程帮你一站式搞定。 查看全文

在流媒体时代，搭建一个专属于自己的「音乐探索系统」

Matrix首页推荐Matrix是少数派的写作社区，我们主张分享真实的产品体验，有实用价值的经验与思考。我们会不定期挑选Matrix最优质的文章，展示来自用户的最真实的体验和观点。文章代表作者个人观点 ... 查看全文

少数派会员年度更新：把共同的热爱随身携带

感谢每一位已经同行多年的会员，也欢迎新朋友加入我们共同建设的社区。 查看全文

Rust图像处理第22节-从RGB到YCbCr: 让亮度和颜色分家

📌 写在前面 前面 21 篇，所有图像都是拿 R、G、B 三个数表示的。这一篇换一套坐标系：一个亮度 + 两个色度。 手机里的每一张照片、你看的每一个视频，存进文件之前都会先做这个转换。原因很简单：人

DeepResearchSystem 0x04：MAS 进阶

这一章为 DeepResearch 实现 MAS 化。将原本一个 Graph 干的事情拆解成三个核心 Agent。让专业的人干专业的事，Agent 之间不强耦合，能力解耦。

文件管理（八）—— 虚拟文件系统

--- theme: smartblue --- # 虚拟文件系统与挂载 本节介绍现代操作系统如

7月31日隔夜要闻：微软市值单日大增4500亿美元 Meta未来支出承诺近7000亿美元 马斯克将助力共和党中期选举

市场 7月31日收盘：美股收高纳指涨约680点 微软收高15.5%创18年来最大涨幅 7月31日美股成交额前20：微软股价创18年来最佳单日表现 7月31日热门中概股多数上涨 台积电涨7...

美方认为哈马斯或在未来数日签署协议解除武装 谈判仍有破裂可能

四名知情人士透露，白宫以及特朗普总统下设“和平委员会”认为，哈马斯或将在未来数日签署协议，启动加沙地带解除武装与非军事化进程。

大宗商品综述：油价下跌 铜价走高 金价续涨

油价下跌，有迹象显示霍尔木兹海峡运输量增加，抵消了市场对从伊朗到黑海地区新一轮冲突的担忧。铜价上涨，市场关注供应趋紧的迹象。

白宫国家经济委员会主任哈塞特：美国可能延续压低油价的措施

白宫国家经济委员会主任凯文·哈塞特表示，如有必要，美国可能继续采取压低油价的措施。 哈塞特在接受采访时作出上述表示。 他认为，美国采取的多项措施...

微软市值单日大增4500亿美元 创个股历史之最

微软周四创下股票市场历史纪录，市值单日增加约4500亿美元，创下单只股票有史以来最大单日市值增量。 该公司股价收盘飙升16%，创2008年10月以来最大涨幅...

Claude Code之父：Harness保质期只有半年，解开缰绳吧

Claude code之父：大模型是有机生物，做好AI产品疏胜于堵

终端市场的下一个增长点，高通押在了“个人AI”上

靠“堆参数换销量"的逻辑，不再管用了

GPT-5.6自己优化自己实锤了，新的左脚踩右脚已经出现

OpenAI的RSI焚诀，它来了！