马斯克等高管联署请愿，要求 Nvidia 恢复黄仁勋 CEO 职务

要求 Nvidia 恢复被罢免 CEO 黄仁勋职务的请愿书，截至周六下午已获得超过 11.5 万个签名，包括 5,965 名在职员工、1,108 名前员工和 63,063 名股东，马斯克、Replit CEO Amjad Masad 和 Epic Games CEO Tim Sweeney 均已联署。（AIHOT源：TechCrunch：AI（RSS））

Anthropic CEO Amodei 在 IPO 前承认明年存在巨大不确定性，算力是公司最深的商业两难

Anthropic CEO Dario Amodei 在 JPMorgan 投资者活动上表示，明年的走向存在巨大不确定性，算力是公司面临的最深商业两难：算力需提前一到两年购买，买少了影响客户和收入，买多了可能财务过度扩张。（AIHOT源：The Decoder：AI News（RSS））

黄仁勋离开Nvidia：远见型创始人CEO时代落幕

The Verge长文回顾黄仁勋离开Nvidia，分析这位执掌首家5万亿美元公司、占标普500约6%的创始人的离去意味着什么。文章梳理了黄仁勋从创办Nvidia到押注CUDA的关键决策，并结合多位分析师判断其离开后公司的路线图与风险。（AIHOT源：The Verge：AI（RSS））

Nathan Lambert 分析黄仁勋辞职后美国开源模型生态的真空

Nathan Lambert 撰文分析 Nvidia CEO 黄仁勋辞职对美国开源模型生态的冲击，认为 Nvidia 对开源模型的资金支持很可能随黄仁勋的离开而干涸，公司首要目标是稳住局面并向客户交付。（AIHOT源：Nathan Lambert：Interconnects（RSS））

Cursor 披露安全事件调查结果，恶意 Claude Code 扩展波及最多 5000 用户

Cursor 发布安全事件完整调查：攻击者利用 Fireworks 暴露的访问密钥读取用于模型训练的 coding agent trace，少于 0.01% 客户的 API 凭证暴露。（AIHOT源：Cursor Blog）

美联储金融稳定报告：AI成为华尔街头号金融风险

美联储发布金融稳定报告，纽约联储调查显示87%的市场人士将AI列为首要金融风险，高于春季的50%。报告称对超级智能的市场热情推高股票估值；截至10月AI基础设施债务超6800亿美元，约为2023年全年的5倍、占投资级公司借贷约31%；最大银行对大型科技、数据中心建设及融资工具的风险敞口接近1万亿美元。（AIHOT源：X：Rohan Paul (@rohanpaul_ai)）

Jensen Huang 离任或给 AI 创业融资留下大缺口，投资人和创始人担忧

Nvidia CEO Jensen Huang 正式辞职，创投圈认为其继任者 Colette Kress 更保守，短期难延续他每年数十亿美元、今年已参与 105 轮的投资节奏。（AIHOT源：TechCrunch：AI（RSS））

NVIDIA 副总裁 Bryan Catanzaro 澄清要求恢复 Jensen 职务的信件系伪造

Rohan Paul 转发 NVIDIA 应用深度学习研究副总裁 Bryan Catanzaro 的声明：网上流传一封要求 NVIDIA 董事会恢复 Jensen Huang 职务、并声称有他参与的信件，Catanzaro 明确该信是伪造的，即使真实他也不会签署。他表示对 Jensen 离开 NVIDIA 感到悲痛，同时完全支持董事会，并称与 Colette 共事多年，全力支持她。（AIHOT源：X：Rohan Paul (@rohanpaul_ai)）

Dario Amodei 回应市场动荡：Anthropic IPO 前称对时机并不在意

Dario Amodei 在纽约 JPMorgan 活动上与 Jamie Dimon 对谈，对 Anthropic IPO 路演期间的市场动荡不以为意，称对上市时机和市场状况不太在意。（AIHOT源：X：Rohan Paul (@rohanpaul_ai)）

Google 展示 Antigravity /teamwork 多智能体协作成果并开放给研究者使用

Google Research 介绍其团队与学术伙伴用 Antigravity 的 /teamwork 多智能体工作流配合 Gemini 4 Argon、Carbon、Hydrogen 模型，在信息论、形式化验证、分子结构和内核优化等领域取得多项成果。（AIHOT源：Google Research：Blog（网页））

Claude Duet 向美国等待名单上的 Pro、Max 和 Ultra 订阅者发出全部邀请

Anthropic 的 Claude Duet 更新：截至昨日在等待名单上的全部美国 Pro、Max 和 Ultra 订阅者均已收到邀请，等待名单入口为 https://claude.com/product/claude-duet。研究预览附带限额重置，Pro 为 3 次，Max 和 Ultra 为 1 次；官方计划很快向美国以外更多国家开放，并继续征集反馈。（AIHOT源：X：Ado Kukic（Anthropic 开发者关系，Claude Code） (@adocomplete)）

Nvidia 危机与 Anthropic IPO 前夜的 Cerebral Valley AI Summit 现场观察

Newcomer 在旧金山 Cerebral Valley AI Summit 现场报道：Jensen Huang 因第二段婚外情披露辞职，Reuters 当天报道存在第三段，与会者多认为 Nvidia 短期无碍但生态承压，Databricks CEO 称其对整个生态是打击。（AIHOT源：Newcomer 新闻长文（RSS））

Avengers: Doomsday is 5 weeks away, so I built hexagon README badges. What are you building?

Dash: An Endless Runner That Races Through Your City

Devcon 8 Mumbai: Four Days at Ethereum's Biggest Builder Gathering

nginx 1.31's json_set directive rejects a bad webhook payload about 13 times faster than forwarding it

Swizzle Runtime v0.1.0: How We Reached 209 tok/s and 43ms TTFT on a 4GB Laptop GPU in Pure Rust

Thibault Sottiaux: Cyber team wants your feedback on Daybreak

Cyber team wants your feedback on Daybreak. Models, codex plugins, blue/red access, documentation, red teaming & defense factory... What can we do better or improve?｜@thsottiaux · 热度 1331 · 2026-11-15

Guillermo Rauch: Got to experience the magic of @uisdk

Got to experience the magic of @uisdk. Two prompts of fx + Gemini Argon. Pure Web Components. No framework. The agent reused 14 UI SDK behaviors out of the box 🤯: window resizing, drag, menubar hover-switching, typeahead, roving toolbar focus, 10-band EQ sliders, scoped hotkeys, ARIA, and WebMCP agent control. https://t.co/1Ol3xqKWJz (source linked) Music by @suno.｜@rauchg · 热度 736 · 2026-11-15

Josh Woodward: New in Gemini: Connect Google Wallet for personal finance insights This is p...

New in Gemini: Connect Google Wallet for personal finance insights This is powerful for things like: + making instant charts to visualize your spend + finding sneaky subscription price hikes + making a holiday budget based on what you actually spent last year https://t.co/wzrBpwYpxm｜@joshwoodward · 热度 584 · 2026-11-15

Peter Yang: Two very useful prompts to try with Fable 5.2: "/doctor prompt-audit": Audit...

Two very useful prompts to try with Fable 5.2: "/doctor prompt-audit": Audits your Claude Code setup (Claude md, skills, commands) and proposes fixes. "/claude-api prompt-audit [skill name]": Audits one skill in depth. I wish Claude Code auto-suggested running these every time Anthropic releases a new model. 📌 Watch my full tutorial on how I use Fable and Opus here: https://t.co/slyEbWvvqA｜@petergyang · 热度 529 · 2026-11-14

Amjad Masad: Technology is inherently recursively self-improving and the degree of autonom...

Technology is inherently recursively self-improving and the degree of autonomy has been going up overtime. AI is an accelerant but it didn’t not start this cycle. Douglas Engelbart understood this. https://t.co/J3Zp1YNFXC｜@amasad · 热度 423 · 2026-11-14

Guillermo Rauch: Subagents on https://t.co/3Z4NESzNKd work so well… extremely delightful

Subagents on https://t.co/3Z4NESzNKd work so well… extremely delightful. Amazing how much goodness fits in 6.33mb 😁 All my projects are built by planning with the smartest model + delegating to fast model subagents. It's a 1-line instruction in ~/.𝚏𝚡/𝙰𝙶𝙴𝙽𝚃𝚂.𝚖𝚍. https://t.co/27S2By5smT｜@rauchg · 热度 358 · 2026-11-14

Aaron Levie: AI models are inevitably going to keep getting better and better at all codin...

AI models are inevitably going to keep getting better and better at all coding, tool and computer use, math, and other coding-related tasks. As a result, agents that can use software to do their work, or generate code from scratch, will improve at a faster rate than all other domains of knowledge work. On one hand that could mean that only a small subset of work can get automated. But probably what happens is that more and more work just becomes coding-shaped to adapt to what agents are good at. You can see it in the most recent examples of model releases in the past couple of months, where agents can generate code that becomes animated videos, games, 3D models for products, and so on. We also know that tool use gives agents the ability to work with much of the same software that people already work with. This helps in cyber, life sciences, finance, and a number of other domains. Our mental model traditionally has been that the models have to be able to know everything about anything to generate value, but in reality they *really* have to know how to use or generate software effectively combined with deep domain expertise to make the right judgment calls inside of workflows. When you have that powerful combination, almost everything else gets unlocked. This is why the acceleration of agents in knowledge work is only going to increase from here.｜@levie · 热度 338 · 2026-11-14

Swyx: obviously correct, we are so suboptimal in AI UX rn it is crazy esp given exi...

obviously correct, we are so suboptimal in AI UX rn it is crazy esp given existence of models too cheap to meter https://t.co/6S0eWejPXK｜@swyx · 热度 320 · 2026-11-15

Dan Shipper: if you want all of the raw alpha from @every you should have your agent read ...

if you want all of the raw alpha from @every you should have your agent read our frontier feed we publish all of our frontier team's experiments with AI including raw code and short writeups no faster way to get inspired 👇 https://t.co/S9TTJQsfnB https://t.co/yN5rjLUWxr｜@danshipper · 热度 238 · 2026-11-14

Garry Tan: Aside Browser is a huge unlock for every AI agent https://t.co/lo8Tgqnu9J

Aside Browser is a huge unlock for every AI agent https://t.co/lo8Tgqnu9J｜@garrytan · 热度 181 · 2026-11-15

dream-num/univer

Build your own AI office with Univer Office SDK. Bring editing, calculation, collaboration, and file processing into your product for people and AI agents. Built on an extensible open-source core.｜TypeScript · ⭐25553 · 官方 Trending 日榜 · 1,041 stars today

ag-ui-protocol/ag-ui

AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.｜TypeScript · ⭐17802 · 官方 Trending 日榜 · 393 stars today

google-labs-code/stitch-skills

A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.｜TypeScript · ⭐9252 · 官方 Trending 日榜 · 248 stars today

backnotprop/plannotator

The workspace to stay in the loop and on top of agents - shape, decide, plan, annotate, review code, share with team, and send all feedback to agents with one click.｜TypeScript · ⭐11788 · 官方 Trending 日榜 · 860 stars today

ChromeDevTools/chrome-devtools-mcp

Chrome DevTools for coding agents｜TypeScript · ⭐56872 · 官方 Trending 日榜 · 718 stars today

dream-num/univer: Build your own AI office with Univer Office SDK. Bring editing, calculation, collaboration, and file processing into your product for people and AI agents. Built on an extensible open-source core.

ag-ui-protocol/ag-ui: AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.

google-labs-code/stitch-skills: A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.

backnotprop/plannotator: The workspace to stay in the loop and on top of agents - shape, decide, plan, annotate, review code, share with team, and send all feedback to agents with one click.

ChromeDevTools/chrome-devtools-mcp: Chrome DevTools for coding agents

SpaceX catches the Starship to end Flight 15

https://x.com/SpaceX/status/2121316300702056595 https://youtu.be/jHlpfNSpBmw?t=3233

All AI-generated code should be Open Source

Lutnick Pushed to Weaken Chip Rules That Overlap with His Family Business

https://wallhop.io/https://www.nytimes.com/2026/11/15/us/pol...

The MacBook Pro's OLED PWM problem

Claude Code and Codex reverse engineered my 1994 Jeep's ECU over a $3 Arduino [video]

零刻 ME Pro 358H 四盘位 NAS 开售，32GB + 1TB 起价 11499 元

IT之家 11 月 16 日消息，零刻 (Beelink) 现已启动 ME Pro 358H 四盘位 NAS 的销售。其 基于英特尔酷睿 Ultra X7 处理器 358H ，包含 32GB LPDDR5X-9600 内存、1TB PCIe Gen4 TLC M.2 SSD。 ME Pro 358H 四盘位 分为日常款和联名款 ：前者含 Windows 11 操作系统，售价 11,499 元；联名款含飞牛 fnOS 操作系统（商业版）、腾讯 Marvis，售价 11,699 元。 零刻 ME Pro 358H 四盘位 提供 4 个 3.5" / 2.5" SATA 盘位、2 个...

微星推出 PRO CORELIQUID R13 360 液冷，399 / 419 元

IT之家 11 月 15 日消息，微星 (MSI) 近期推出了处理器 AIO 液冷散热器 PRO CORELIQUID R13 360。这一型号兼容英特尔 FCLGA 1851 / 1700、AMD Socket AM5 / AM4 处理器， 享受 3 年质保 。 PRO CORELIQUID R13 360 基于预期寿命 50000hr 的微星定制 M6 水泵方案，配备可旋转的简洁 ARGB 顶盖，搭配尼龙编织 EPDM 水冷、27mm 20fpi 铝制冷排，吹排为 3 颗 12025 规格的串联风扇，配套 AMD 偏移式安装支架。 IT之家了解到，微星 PRO CORELI...

《GTA 6》通关时长爆料：主线约 50 小时，白金全成就预计 200 小时

IT之家 11 月 15 日消息，《GTA 6》定于 2026 年 11 月 19 日正式发售，不少玩家已经开始关注游戏的奖杯和成就系统：想要拿到白金奖杯或完成全部成就，究竟需要投入多少时间？ 从目前披露的信息来看，《GTA 6》的主线剧情相当漫长，而想要完成全部成就，所需时间可能更加惊人。 要想准确预测《GTA 6》的通关时间并不容易，因为不同玩家的游戏水平和游玩方式各不相同。不过，根据 Insider Gaming 目前从实际体验过游戏的玩家那里收集到的信息，完整通关主线剧情预计需要约 50 小时。 游戏总共包含 5 个独立章节，主线任务接近 100 个。每项任务的长度有...

Yelp AI 助手融合原生 UI 与服务端驱动 UI

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闭环 AI 自我进化：从 Skill、Harness 到模型训练与评估｜AICon北京

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GitLab 19.5 发布，将智能体开发纳入可治理的 DevOps 平台能力

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Memory management in 40 major C projects, a survey

All AI-generated code should be Open Source

25 of my favourite modern NES games

cursor:pointer on buttons

A NES emulator written in Odin

The Download: Silicon Valley’s blind spot and Nvidia’s chip-tracking plan

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. Silicon Valley claims to know the future. So why did it get the midterms so wrong? —Aaron Zamost, a tech communications consultant and a former executive at Sq...

More autonomy, fewer NDAs: Volunteers have new requests for brain implant trials

Scientists have been working on ways to decode brain activity for decades. Teams have developed brain implants that can be used to control robotic limbs and computers, and even to “speak.” The people who volunteer for trials of those devices play a vital role in that research, and they ought to b...

Silicon Valley claims to know the future. So why did it get the midterms so wrong?

The self-styled visionaries of Silicon Valley, leaders like OpenAI chief executive Sam Altman and SpaceX boss Elon Musk, have built careers claiming to see the future. Long-term vision is currency: Meta’s Mark Zuckerberg built a 10-year road map for Facebook in 2016, and Google famously told inve...

Is bad news for Jensen Huang also bad news for the AI industry?

"Jensen is Nvidia, right? And so much of this economy is riding on Nvidia."

SNL gathers all the tech tycoons for a lesson in dating and spycraft

While awkward, creepy tech executives have become a recurring theme on Saturday Night Live, this week’s episode gave the cast a chance to show off all their impressions at once.

Flaming Hydra’s new Kickstarter campaign rethinks e-book ownership and digital lending

A new Kickstarter campaign aims to usher in the “return of the human internet.”

Listen to this: Armand Hammer’s Snakes & Ladders

I open with this caveat: I haven't had a ton of time to digest the surprise Armand Hammer record that dropped this week. Billy Woods and Elucid rarely miss, though, and my initial reaction is that Snakes & Ladders ranks among their best. It doesn't have the seamless throughline production-wise th...

Vulcan rocket fails, destroying 40 Amazon Leo satellites

United Launch Alliance (ULA) suffered what is reportedly its first mission failure in its 20-year history, failing to deliver 40 Amazon Leo satellites to orbit. Leo is Amazon's competitor to SpaceX's Starlink, but it has struggled to get off the ground so far, putting only a small portion of the ...

Jensen Huang might be plotting a return and more of the latest Nvidia drama

The drama around Nvidia co-founder and former CEO Jensen Huang is evolving quickly. The latest edition of our Stepback newsletter should get you up to speed, but there have already been a number of new developments since this morning. That includes rumors that Jensen Huang might be trying to find...

Aerial Switcher：给 Mac 的航拍壁纸排个时间表

既然 Apple 已经把同一个地方的美景从早到晚拍了一遍并做成了壁纸，为什么不能让它们跟着时间自动切换？ 查看全文

怀旧手记｜索尼 CLIE：千禧年的高端 Palm OS PDA

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

本周看什么 | 最近值得一看的 10 部作品

📅本周新预告《银翼杀手2099》终极预告11月10日，剧集《银翼杀手2099》发布了终极预告，将于11月25日上线PrimeVideo。亨特·莎弗、杨紫琼主演，2099年的洛杉矶，为了彻底结束逃亡生活 ... 查看全文

买衣服别被面料名字忽悠

西班牙vs英格兰

开放的深圳与亚太共赴新程

OPPOReno17新品发布会

Lisa把钱塞腰上被质疑

内娱这样的台词我等了二十年

韩网友爆料Jennie妈妈

曝许飞退群

32K 上下文塞满后，AI 最先忘掉什么？120 轮对话实测

32K 上下文会在第 80 轮开始丢东西。先掉的是第 1 轮说的客户姓名，第 3 轮的订单号紧随其后。跑到 110 轮，6 条关键事实一条不剩。同一段对话换成 8K 窗口加 10% 摘要，120 …

手机拍灯为什么有一条条黑纹？PWM 240Hz 实测

同一块 240Hz PWM 屏幕，1/2000 快门能拍到 4 条暗带。把快门拖到 1/60，暗带变成 0 条，频闪指数还是 50.0%。黑纹不是灯坏了，是相机逐行读出撞上了 PWM 的亮灭周期。

12000 名工程师的高盛，只用四个月就收回了交易员的 AI 编程权限

十月的一个交易日早上，高盛一名交易员像往常一样打开终端，准备让 Claude Code 帮他改一段盯盘用的小脚本。这一次，工具没有响应他的账号。没有全员邮件，没有培训通知，权限就是在某个晚上被悄悄关掉

11月16日周末要闻：全美航班延误持续 黄仁勋讨论重掌英伟达 美“火神”火箭发射失败

市场 11月14日收盘：美股涨跌不一 英伟达跌破四万亿美元大关 11月14日热门中概股多数上涨，拼多多涨1.86%，蔚来跌约5% 大宗商品综述：油价两周连跌...

三星将在美国生产SpaceX卫星芯片

三星电子将扩建位于得克萨斯州奥斯汀的芯片工厂，为马斯克旗下太空企业SpaceX生产星链卫星搭载的STM32V8微控制器（MCU）。

美“火神”火箭未能将亚马逊卫星送入预定轨道

美国联合发射联盟公司的“火神”运载火箭11月15日首次执行亚马逊低地轨道卫星发射任务，但升空约10分钟后出现异常，未能将搭载的40颗宽带通信卫星送入预定轨道。

伊朗称一艘油轮在霍尔木兹海峡以东触雷起火

当地时间15日晚，伊朗军队海军表示，稍早前，一艘油轮在霍尔木兹海峡以东触雷，随后起火。该油轮当时正航行于霍尔木兹海峡以东的一处限制区域内...

黄仁勋讨论重掌英伟达 硅谷盟友游说支持回归

在被董事会驱逐数天之后，英伟达公司前首席执行官黄仁勋正在讨论重返公司的可能性。 随着几位硅谷盟友开始游说支持他回归，黄仁勋已经在讨论重返公司的想法。

英伟达上演“奥特曼2.0”，员工集体请愿：让老黄回家！

马斯克也签名了

「史上最严」湿实验预测基准发布！推理拉满、算力翻5倍也白搭

斯坦福、哈佛、康奈尔……十余家顶尖团队齐坐一桌了

程序员集体沉迷折纸飞机！最长滞空31.2秒

童年的纸飞机，现在终于飞回我手里～