ChatGPT 与 Gemini 双双突破 10 亿用户

OpenAI 与 Google 的聊天机器人均跨过 10 亿用户门槛。OpenAI 在 8 月 6 日的博文中披露 ChatGPT 月活用户超 10 亿，Google CEO 皮查伊则宣布 Gemini 月活达 10 亿，成为其史上增长最快的产品。OpenAI 称 ChatGPT 在 7 月周活用户已达 10 亿，而 Gemini 在 2 月月活为 7.5 亿，增长势头更猛。（AIHOT源：The Verge：AI（RSS））

Runway Seedance 2.5 上线，支持50角色参考

完整阵容，完整曲目，一次生成一个。 Seedance 2.5 已在 Runway 上线，支持 50 个独特角色参考，以及最长 30 秒、与音乐同步的片段。点击下方链接即可开始使用。（AIHOT源：X：Runway (@runwayml)）

将 GitHub Copilot 置于中间人（MitM）代理之后后，我学到了什么

作者通过 mitmproxy 对 VS Code 中的 GitHub Copilot 进行中间人代理拦截，逆向分析其网络流量与内部架构。文章指出这些 AI 应用普遍基于 Electron 构建，共享相似的网络栈，因此探测结果可迁移至其他同类应用。作者借此揭示了 Copilot 的运行时行为，并分享了配置代理的具体步骤。（AIHOT源：Hacker News 热门（buzzing.cc 中文翻译））

ChatGPT 桌面端支持导入其他智能体工作数据

你现在可以将其他智能体的工作内容与 ChatGPT Work 和 Codex 保持同步。 可导入项目、聊天记录、技能和插件，查看导入历史，并可在设置中选择开启自动更新。 现已在 ChatGPT 桌面应用中提供。（AIHOT源：X：OpenAI Developers (@OpenAIDevs)）

研究人员发现可读取ChatGPT等模型加密推理过程的API漏洞

Alexander Panfilov团队发现OpenAI、Anthropic、Google等主要AI提供商API存在漏洞，可读取推理模型的加密思考过程。扫描约7000条公开会话发现62个API密钥、33个邮箱和33个密码。通过越狱，Anthropic的Haiku 4.5可逐字转写Opus 4.8的原始推理；解码10000条推理轨迹的API成本约720美元。（AIHOT源：The Decoder：AI News（RSS））

Gemini月活破10亿，成谷歌增长最快产品

每月已有超过 10 亿人使用 @Geminiapp 激发新想法、完成工作。这是我们有史以来增长最快的产品，也是第 14 个达到 10 亿用户里程碑的产品。 感谢 @JoshWoodward 和整个 Gemini 团队，也感谢每一位与我们同行的伙伴--未来还有更多精彩！（AIHOT源：X：Sundar Pichai (@sundarpichai)）

AMIE 研究医疗 AI 系统首次展示实时临床视频问诊能力

Google Research 与 Google DeepMind 推进医疗 AI 系统 AMIE，实现实时临床视频问诊，首次在此场景展示专家级 AI 能力。该系统基于 Gemini 和 Project Astra 构建，可解读视觉与听觉线索、引导虚拟体格检查并实时诊断推理。随机研究中，临床评估者对 AMIE 的病史采集、诊断准确性等核心能力给予好评，患者演员也更偏好视频体验。（AIHOT源：Google Blog：AI（RSS））

Apple Silicon 与 macOS 虚拟机：借助 Llama.cpp 实现 11-16 倍的 LLM 推理加速

研究团队为 macOS 虚拟机中的 Metal 能力查询构建进程级兼容层，使 llama.cpp 能选用更新的 Metal 内核。在 M1 Ultra 上，TinyLlama 1.1B 的提示处理速度提升 11.08 倍、token 生成提升 16.36 倍，接近裸机性能的 98%；Gemma 4 12B 的提示处理与生成速度分别提升 7.20 倍和 14.54 倍。（AIHOT源：Hacker News 热门（buzzing.cc 中文翻译））

Ryan Greenblatt：人类级AI或于2032年前通过递归自我改进催生失控超级智能

Dwarkesh Patel与Redwood Research首席科学家Ryan Greenblatt探讨递归自我改进（RSI）的可能性：一旦AI达到人类顶级专家水平，可能在一年内实现相当于4-5年的AI进展，Ryan的中位预期是2031年自动化AI研发。双方还讨论了超级智能的对齐对象、奖励黑客行为是否会升级为AI联手接管世界等风险。（AIHOT源：Dwarkesh Patel：Podcast & Blog（RSS））

Gemini 助力 Database Migration Service 加速 PostgreSQL 迁移

Google Cloud 在 Database Migration Service（DMS）中推出由 Gemini 驱动的 AI 辅助代码转换，可将 Oracle 或 SQL Server 的存储过程、触发器和自定义函数转换为 PostgreSQL PL/pgSQL 代码。（AIHOT源：Google Cloud：Databases（RSS））

消息称英伟达开发万亿参数开源 AI 模型 Nemotron 4，目标挑战全球顶级

英伟达正在研发新一代开源 AI 模型系列 Nemotron 4，规模最大的模型预计至少拥有 1 万亿个参数，旨在与全球最先进的开源模型竞争。英伟达尚未确定发布日期，最终训练也未完成，员工认为该模型最早可能在今年秋末准备就绪。此举意在通过开放模型生态扩大 AI 应用范围，并推动市场对其 GPU 算力的需求。（AIHOT源：IT之家（RSS））

统一 Radix 缓存：为混合模型前缀缓存构建单一树结构

LMSYS 团队提出 Unified Radix Cache，用单一 token 键控 radix 拓扑统一管理混合模型的 FULL、SWA 和 MAMBA 组件缓存，各组件独立执行路径、滑动窗口和检查点复用语义。（AIHOT源：LMSYS：Blog（Chatbot Arena 团队））

Ayo GitHub Quietly Killed the Unreviewable Mega-PR

Jem has quietly been working behind-the-scenes here at DEV for YEARS, and I'm so happy that they are finally introducing themselves to everyone!!

Adrak Chai & Samosa — Comfort Food Edition (Corporate Tech Office Tea Break)

Porting a Python PEG parser to Rust in 72 hours, and actually proving it worked

Three Pastry Chefs Walk Into a Kitchen

Anthropic Engineering: How we contain Claude across products

Twelve months ago, we'd have rejected out of hand the idea of granting Claude access sufficient to take down an internal Anthropic service. Today that level of access is routine, and Anthropic developers are more productive for it. The risk of these deployments has two components: how likely a failure is, and how much damage one could do. Progress on safeguards and model training has steadily driven down the first; the second—the theoretical blast radius—only grows as capabilities and access expand. Yet as agents become capable of doing work that once required a person or even a team, the cost of not deploying grows large enough that the risk-reward calculation tips heavily toward adoption, as long as products can be made safe. The engineering question becomes how to cap the blast radius. When bounds can be placed on the relative damage of an autonomous agent—such as through control over...

Ryo Lu: i left Cursor

i left Cursor. after 10 years inside the tech bubble in San Francisco, Cursor felt like the sharpest version of that world – fast, intense, ambitious, full of people trying to pull the future closer. i’m leaving with gratitude, but also with the feeling that i need a different rhythm. slower time. different weather. more culture, aliveness, and humans in the everyday. Asia feels like the right place to begin again. to stay grounded, experience life more fully, and build freely. i’ll share what i find along the way!｜@ryolu_ · 热度 13638 · 2026-08-10

Claude: We're making Claude Sonnet 5's introductory pricing permanent

We're making Claude Sonnet 5's introductory pricing permanent. We launched Sonnet 5 in June at $2 per million input tokens and $10 per million output tokens through August 31, and that price will remain unchanged. https://t.co/9IpRB4Y4ZD｜@claudeai · 热度 10657 · 2026-08-10

Thibault Sottiaux: Usage limits have been reset for all paid ChatGPT Work and Codex users

Usage limits have been reset for all paid ChatGPT Work and Codex users. Happy Monday you all. Hope it is a fantastic week.｜@thsottiaux · 热度 7879 · 2026-08-11

Sam Altman: please consider using our models to help defend your systems https://t.co/oqs...

please consider using our models to help defend your systems https://t.co/oqs3qfWmtN｜@sama · 热度 7430 · 2026-08-10

Thibault Sottiaux: Cybersecurity is changing rapidly

Cybersecurity is changing rapidly. To help accelerate defense, we are broadening access to frontier cyber capabilities through the new Daybreak Blue & Red access tiers and are introducing a new model GPT-5.6-Cyber. If you don't know where to start, a good step is to contact one of our partners who can use our latest cyber models to help you find issues, patch them quickly, do pentesting, etc.｜@thsottiaux · 热度 3325 · 2026-08-10

Zara Zhang: A great way to learn design: Give Codex a well-designed website, ask it to an...

A great way to learn design: Give Codex a well-designed website, ask it to analyze what makes the design great, then ask it to take a complete screenshot of the website & add annotations on the image that breaks down why the design works Learning from examples is always better than learning from theory! And using the annotation method means you don't have to constantly switch between reading the analysis and viewing the artifact｜@zarazhangrui · 热度 1311 · 2026-08-10

Aaron Levie: Meta releasing Muse Spark 1.2 as open weights is a *very* big deal

Meta releasing Muse Spark 1.2 as open weights is a *very* big deal. America now finally has its response to the open weights AI race. This will continue to help drive down the cost of intelligence, it allows companies to run models as they see fit, as well as allows them to post train their own models for specific use-cases to get better performance gains in their domain. And provides a realistic option for those previously closed off from OSS models. This is broadly net positive for AI - even frontier closed models - because it helps drive further diffusion of AI. Big moment in the AI race.｜@levie · 热度 1090 · 2026-08-10

Peter Steinberger: Funny how that headline is about OpenClaw and not Claude

Funny how that headline is about OpenClaw and not Claude. As if the harness could meaningfully prevent a determined user. https://t.co/aMbeif6Bhy｜@steipete · 热度 654 · 2026-08-11

Thariq: I think this shows 2 key skills w/ AI 1) compute allocation - for most jobs ...

I think this shows 2 key skills w/ AI 1) compute allocation - for most jobs there's not a list of "X most important problems", you have to decide what problems are worth it 2) thought partnership - @__alpoge__ had to really dig into and understand the proof to know it was real https://t.co/rft0EKhr0u｜@trq212 · 热度 337 · 2026-08-10

Zara Zhang: At the AGI Bar in Beijing, you can get free, unlimited DeepSeek tokens

At the AGI Bar in Beijing, you can get free, unlimited DeepSeek tokens. Customers vibe code while sipping on beers with names like “AGI bubble” You can also buy a “Drinking Plan” which gives you free beer for the whole year A screen displays job roles at AI companies https://t.co/Wlcu6lYc1q｜@zarazhangrui · 热度 277 · 2026-08-10

Aaron Levie: If you told someone 3 months ago that a model released by a US company with f...

If you told someone 3 months ago that a model released by a US company with frontier-class capability would be available as open weights they wouldn’t believe it. This is very important because it opens up AI adoption in a range of scenarios that weren’t viable before. Models can be deployed on prem or in the cloud on private infra, which means use-cases in highly regulated domains can be opened up. You can also now post-train a frontier class model on specific vertical use-cases that need extra levels of performance for their tasks, like in legal, healthcare, and other spaces. You also ensure sovereignty in case any models ever get pulled from the marketplace, which gives users more confidence in deploying in certain mission critical areas. All of this is great news for the applied AI layer, because this is where you can route work to different model families based on the task at hand. Great time to building at the harness layer given the options available now. And closed frontier models will still be heavily used both due to simplicity and because you tend to need a mix of capability level for any hard problem, but having open weights in the mix helps defray costs and provides more flexibility. Great news all around.｜@levie · 热度 258 · 2026-08-11

stablyai/orca

Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and VPS.｜TypeScript · ⭐42692 · Search 增补 · 近快照 +992星 · 创建 2026-03-17

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 · ⭐100790 · Search 增补 · 近快照 +682星 · 创建 2026-06-12

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 · ⭐70709 · Search 增补 · 近快照 +434星 · 创建 2026-02-24

Leonxlnx/taste-skill

Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop｜JavaScript · ⭐75425 · Search 增补 · 近快照 +415星 · 创建 2026-02-19

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 · ⭐105310 · Search 增补 · 近快照 +332星 · 创建 2026-04-03

England set to be one of the first countries to eliminate hepatitis C

Stealing Reasoning Traces from Proprietary LLM APIs

H3-metal – Native MiniMax-H3 inference for Apple Silicon

Apple Silicon and macOS VMs: Faster LLM Inference with llama.cpp

Nvidia's Risky Business

Lumentum 2026 财年年报归母亏损 69.35 亿美元，同比由盈转亏

IT之家 8 月 12 日消息，Lumentum今日发布 2026 财年（2025 年 7 月 1 日～2026 年 6 月 27 日）年报及第四财季（2026 年 3 月 29 日～2026 年 6 月 27 日）报告： 2026 财年年报 营业总收入 ：30.14 亿美元 （IT之家注：现汇率约合 203.61 亿元人民币） ，同比增长 83.2% 毛利润 ：12.56 亿美元 （现汇率约合 84.84 亿元人民币） ，同比增长 173.08% 毛利率 ：41.7% 归母净利润 ：-69.35 亿美元 （现汇...

伯克希尔哈撒韦 2026 财年半年报归母净利润 357.73 亿美元，同比增长 110.76%

IT之家 8 月 12 日消息，伯克希尔哈撒韦今日发布 2026 财年（2026年 1月 3日～2027年 1月 2日）半年报（2026年 1月 3日～2026年 7月 4日）及第二财季（2026年 4月 5日～2026年 7月 4日）报告： 2026 财年半年报 归母净利润 ：357.73 亿美元 （IT之家注：现汇率约合 2416.60 亿元人民币） ，同比增长 110.76% 基本每股收益 ：2.49 万美元 （现汇率约合 16.81 万元人民币） ，同比增长 110.91% 稀释每股收益 ：16.59 美元 （现汇率约合 ...

亚洲首个！我国柔直海上风电项目发电量破百亿千瓦时

IT之家 8 月 11 日消息，据央视新闻今日报道，亚洲首个采用柔性直流输电技术送出的海上风电项目 —— 三峡新能源江苏如东 800 兆瓦海上风电项目累计发电量突破 100 亿千瓦时 ，为我国大容量、远距离海上风电柔性直流输电技术的规模化应用提供了实践验证。 据介绍，项目位于江苏如东黄沙洋海域，总装机容量 800 兆瓦，配套建设亚洲首座海上柔性直流换流站，于 2021 年全容量并网投产。 IT之家注：柔性直流输电可形象比喻为海上风电外送的“智能输电主动脉”，既能承载大功率电能进行远距离传输，又可主动平抑风电间歇性出力波动，保障电能稳定接入电网。 截至目前，项目已安全稳定运行超...

把 AI 视频的钱花在刀刃上，不是每一刀上

点击查看原文>

代理技能 Ponytail 在贡献者提出质疑后修正了自身的基准测试结果

点击查看原文>

让 Agent 读懂业务世界：Snowflake Cortex Agents 的本体驱动推理实践

点击查看原文>

GNOME Shell Design Dreams

Reviewing code is a skill

My Anti AI computer

Briar is in maintenance mode

There's a dungeon under this blog

How the “censorship-industrial complex” is changing the Internet and US policy

I first heard the term “censorship-industrial complex” on April 15, 2025.  That’s when I got the tip that a small office in the U.S. State Department, which focused on monitoring and countering foreign disinformation from the likes of Russia, Iran, and China, was facing imminent shutdown—the next...

The Download: the next big thing in LLMs and how AI academic research is shifting

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. These startups are chasing the next big thing in LLMs Nine years after Google researchers introduced the transformer, this family of neural networks has become...

AI professors are negotiating the new realities of academic research

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Last week, I headed 30 miles south of San Francisco to a hotel in Mountain View, California, to join some of the most accomplished, and some of the most promis...

Phoebe Gates and Sophia Kianni reportedly knew Phia was ‘cookie stuffing’ for months

Phia, the shopping startup co-founded by Phoebe Gates and Sophia Kianni, is once again under fire for its alleged business practices.

Accel closes oversubscribed $550M India fund within weeks, 19 months after its last

The U.S. VC firm still has more than 55% of its previous $650 million India fund available for deployment.

Uber surprised robotics company Serve by selling its entire stake

The divestiture comes as the two once-tight companies have started to diverge on the business side.

An FCC filing points to new Sonos headphones coming soon

It looks like we'll be getting a successor to the Sonos Ace headphones sometime this fall, which was hinted at by CEO Tom Conrad during a third quarter earnings call. As reported by What Hi-Fi?, an FCC filing by Sonos, Inc reveals details about upcoming wireless headphones with the model number S...

ChatGPT and Gemini both just passed 1 billion users

For the 14th time, a Google product has hit 1 billion users. Google CEO Sundar Pichai posted on X that a billion people are using Gemini every month, and that Gemini is Google's fastest-growing product ever. A billion users is a huge milestone, but Google isn't the first AI app to hit it. OpenAI'...

Threads has a VR app now

Meta has launched a Threads app for Meta Quest VR headsets, the company announced on Tuesday. The launch follows Meta bringing the app to its Ray-Ban Display AR glasses last month and the recent news that the platform has crossed 500 million monthly active users. It seems like a pretty full-featu...

社区速递 153 | 派友们的吃灰工作流、太空美学复古落地灯与实用帆布钱包

除了首页时间流和侧栏的精选展位，少数派Matrix社区还有很多优秀内容因条件所限无法得到有效曝光，因此我们决定重启Matrix周报，并在此基础上添加更多社区内容、作者投稿新玩意呈现给大家。上周社区速递 ... 查看全文

走通上架流程，拥抱新兴生态：《鸿蒙应用上架指南》上线

随着HarmonyOSNEXT的日渐成熟，越来越多的独立开发者和小团队开始将目光投向这片新的生态。借助日益强大的AI辅助编程工具，写出能跑通的代码、画出漂亮的UI界面，门槛已经变得前所未有地低。但当你 ... 查看全文

从内容工坊到 Dot Skill，Quote/0 开始把屏幕交还给你

从最初的测试与共创算起，Quote/0（摘录）已经陪伴大家近一年半的时间。最初我们只想做一块安静的墨水屏：不推送、不闪烁，只把真正重要的信息留在抬眼可见的地方。后来Quote/0进入了许多我们没有预设 ... 查看全文

DeepResearchSystem 0x08：KB 知识记忆

这一章为 DeepResearchSystem 增加基于 Milvus 的 KB知识记忆，避免 Agent 出现知识断层，每次 运行都得从零开始沉淀。一个拥有记忆的 Agent 想想都刺激。啊哈哈..

Java 注释详解：单行、多行与文档注释的完整指南

一、引言 在 Java 编程中，注释是提高代码可读性和可维护性的重要工具。Java 提供了三种注释方式：单行注释、多行注释和文档注释（Javadoc）。本文将详细介绍这三种注释的语法、使用场景和最佳实

antd中可编辑表格中巧用useWatch实现联动高性能效果，以及定制延伸学习

前端平时开发中并没有那么多的高大上的项目做，实际上很多看起来高大上的内容实际做起来也就那么回事，没有那么复杂，而对于普通偏向于ui业务开发的前端开发者来说，接触到最常见相对复杂的场景可能就死复杂表单了

8月12日隔夜要闻：美股收跌 油价上涨 美军袭击一艘驶向伊朗港口商船 英伟达推出首款开源AI模型

市场 8月12日收盘：美股三大股指收盘普跌 投资者对美伊能否就冲突达成更全面解决方案仍心存疑虑 8月12日美股成交额前20：谷歌跌超3% CEO称Gemini月活超10亿 8月12日热门中...

巴基斯坦称霍尔木兹协议“接近达成” 但美伊立场却似乎更趋强硬

巴基斯坦国防部长说美国和伊朗就霍尔木兹海峡问题已“接近达成某种安排”，然而长期陷入僵局的当事双方似乎都摆出了更为强硬的态度。

也门胡塞武装表示愿与沙特对话

也门胡塞武装11日表示，愿与沙特阿拉伯保持对话，但同时称，除非有关要求得到满足，否则将继续对沙特相关船只以及沙特支持的军事目标发动袭击。

大宗商品综述：油价上涨 铜价基本持平 金价回落

原油价格上涨，因为达成霍尔木兹海峡协议的前景仍不明朗。受此影响，市场风险偏好减弱，铜价基本持平。金价从两个月高位回落，市场关注焦点转向美国通胀数据。

8月12日外盘头条：美军向违反封锁船只开火 苹果支付负责人退休 谷歌Gemini月活超10亿 超微电脑盘后股价大涨

全球财经媒体昨夜今晨共同关注的头条新闻主要有： 1、美国中央司令部：向违反对伊朗封锁的船只开火 2、美国预计伊朗战争造成的石油供应受阻将持续到2027年底 3...

蚂蚁首次投向机器人“指尖”！数亿元押注，全球首个物理交互脑发布

资本正从具身本体集体涌向触觉

一家新能源大厂，如何撑起全球最大AI算力超级单体？

算力竞赛的天平，正在向电力倾斜

谷歌创始人布林紧急接管Gemini团队，但“3.5 Pro已被取消”

谷歌算力分配内耗严重