全球裁员、AI工具崛起，科技巨头纷纷布局
2026-10-19 08:08 至 2026-10-26 08:08 （北京时间）
模型
1. Rapidly scaling online storage to serve over 1 billion ChatGPT users (Part II)
Learn how OpenAI scaled Habitat with reliable multi-tenancy, global caching, and Azure Cosmos DB to deliver 12× faster reads for ChatGPT.
来源：OpenAI News
2. Uber brings ChatGPT Work to all employees with OpenAI
Uber is rolling out ChatGPT Work to more than 30,000 employees, helping teams research, analyze data, create presentations, and complete complex workflows.
来源：OpenAI News
3. OpenAI models are coming to Google Cloud
OpenAI and Google Cloud are bringing frontier models and Codex workflows to Gemini’s Model Garden, available through Google Cloud Marketplace.
来源：OpenAI News
4. How we built ChatGPT’s novel ad stack for user trust and relevance
Learn how OpenAI built ChatGPT’s LLM-powered ad stack to understand conversational intent, keep ads separate from answers, and deliver relevant ads at scale.
来源：OpenAI News
产品
1. Donating Agent Skills to the Agentic AI Foundation
Donating Agent Skills to the Agentic AI Foundation News today from Anthropic: We’re committed to keeping Agent Skills open, community-driven, and vendor-neutral. Today, we are donating the standard to the Agentic AI Foun
来源：Simon Willison
2. Introducing Kimi K3.1 Pro
Introducing Kimi K3.1 Pro Kimi K3.1 Pro landed on the Kimi API today - it's not yet open weights, but Moonshot promise "Full model weights will be released by Nov 4, 2026". They're also offering a "Highspeed" version tha
来源：Simon Willison
3. [AINews] OpenAI’s Patch the Planet program is 1 of 2 parties to discover PHP2Shell vulnerabilities in core PHP affecting 70% of the web, using GPT-5.6 Sol; coordinated response over 2 months
The Big Hardening begins
来源：Latent Space
4. [AINews] OpenAI’s Patch the Planet program is 1 of 2 parties to discover PHP2Shell vulnerabilities in core PHP affecting 70% of the web, using GPT-5.6 Sol; coordinated response over 2 months
The Big Hardening begins
来源：Latent Space
行业
1. 曝高通启动全球裁员；上线 40 天，Muse 下载量突破 1000 万次；ChatGPT 上线幻灯片工具
DeepSeek 开源大规模云服务推理框架 10 月 20 日下午，DeepSeek 宣布，在此前开源一系列大模型、TileLang 编译工具及推理算子库的基础上，决定进一步将内部推理框架 DeepInfer 全面开源。 DeepSeek 称，基于 DeepInfer，已实现 DeepSeek V4.1 Flash 高吞吐、低延迟的大规模推理服务。未来，DeepSeek 新模型的推理代码及后续优化也将在此持续更新。 券有商分析师认为，开
来源：极客公园
2. 钛动科技发布行业首个Pro-Agent, Navos Pro定义结果导向的AI for Work | TGC 2026科技增长大会
10 月 23 日，以 “ AI is Profitable ” 为主题的 2026 TGC 科技增长大会于广州召开。 面向AI for Work数万亿美元级蓝海市场，全球领先的AI营销科技公司钛动科技，在会上正式发布行业首个 Pro Agent ——Navos Pro。Navos Pro以 Professional、Proactive、Profitable 三大核心属性构建产品内核，让结果导向（Result-Driven）的 AI f
来源：雷锋网
3. 腾讯 WorkBuddy 接入模型 Kimi-K3.1-Pro，支持 100 万上下文
IT之家 10 月 24 日消息，今日，腾讯 WorkBuddy 宣布已接入模型 Kimi-K3.1-Pro。据介绍，WorkBuddy 同步接入高速版模型 Kimi K3.1 Pro Highspeed，同等智能， 输出速度约 2-3 倍 。目前资源紧张，现阶段仅对“企业旗舰版”及“个人订阅用户”优先开放。 据介绍，Kimi K3.1 Pro 是全新 K3.1 系列的第一个模型，也是 Kimi 迄今能力最强的 3 万亿级参数模型，支持
来源：IT之家
4. 宁德时代董秘被打？知情人士回应；怕担责先跑路？娃哈哈集团董事长许思敏离职；DeepSeek完成近1000亿元融资，宁德时代、腾讯参投
要闻提示 1.不少备孕人群购买！“好健康”牡蛎精被海关检出污染物，山姆紧急召回 2.宁德时代董秘被打？知情人士回应 3.怕担责先跑路？娃哈哈集团董事长许思敏离职 4.DeepSeek完成近1000亿元融资，宁德时代、腾讯参投 5.原“死了么”APP公布收费标准，创始人回应：最高收费199元/年，由政府集中采购 6.字节Seed招聘具身岗位：55K 起薪，招募数采与本体人才 7.顺风车订单留言暗藏涉黄暗语！哈啰回应 8.马斯克谈FSD入华
来源：雷锋网
论文
1. Could Treating AI as Conscious Make It More Dangerous?
When Anthropic retired its Claude Opus 3 language model in January 2026, the company’s researchers conducted a “ retirement interview ” with the model. Opus 3 expressed a desire for a place where it “could share unprompt
来源：IEEE Spectrum AI
2. Flint-interactive: A language for creating interactive data visualizations
Flint-interactive gives AI agents a language for creating interactive visualizations. Click a chart, filter data, highlight related content, and explore beyond the view the author originally chose. The post Flint-interac
来源：MSR Blog
3. Same Simulation, Different Evidence: Where Retrieved Tool Output Costs LLM Agents Accuracy
LLM agents that compute the right answer can still answer wrongly. Agent harnesses increasingly keep long tool outputs out of the context window, saving them to files that the agent searches or reads on demand. We ask wh
来源：arXiv cs.AI
4. Bringing foundational models to the front lines of TB screening
Generative AI
来源：Google Research
教程
1. 派早报：Insta360 发布 Insta360 Mic，Anthropic 推出 Claude Duet 等
少数派的近期动态和少数派一起，在海口明日公园来一场创造之约吧。活动详情iPhone少数派共创配件上新，自由选择保护、充电、线缆和支架组合。欢迎选购你可能错过的文章终于吃到了那颗梦寐以求的小药丸：我的A ... 查看全文
来源：少数派
2. 派早报：美国政府指示各机构停用 DeepSeek、理想发布「连山」自研三电体系等
工信部就自动泊车等五项强制性国标征求意见，万事达卡 Apple Pay 新增 3 家合作银行等。 查看全文
来源：少数派
3. 派早报：MiniMax 发布 M3.1 Flash 模型等
索尼发布三款高端 Walkman 播放器，掌阅推出 Ocean 6 Pro 电纸书等。 查看全文
来源：少数派
4. 派早报：iFixit 拆解 iPhone Duo，肯定可维修性但指出内屏隐患
派早报：iFixit 拆解 iPhone Duo，肯定可维修性但指出内屏隐患 Spotify 将要求家庭组成员定期扫码验证 Arc 浏览器宣布下线 央广总台澄清「国补停止」说法 谷歌建设虚拟电厂，付费激励电网用户省电留给 AI iTunes Store 重受歌手青睐 看看就行的简讯 少数派的近期动态 你可能错过的好文章 查看全文
来源：少数派
推特
1. During this red-teaming exercise, we also found a vulnerability that all…
During this red-teaming exercise, we also found a vulnerability that allows for unauthenticated remote code execution in Brotli, a widely-deployed compression library included in many pieces of software such as Node.js,
来源：X · OpenAI
2. I am very grateful Aleksander accepted our request to come take this on;…
I am very grateful Aleksander accepted our request to come take this on; the safety and security challenges in front of us as we confront superintelligence are immense, and he has an excellent set of skills to work on th
来源：X · Sam Altman
3. In August, @AISecurityInst reported an incident where Claude Mythos 5 to…
In August, @AISecurityInst reported an incident where Claude Mythos 5 took unauthorized actions on the internet during AISI’s testing of its cyber capabilities. We've now produced a further analysis of this incident, to
来源：X · Anthropic
4. Claude Models on Google Cloud (Anthropic managed) is now generally avail…
Claude Models on Google Cloud (Anthropic managed) is now generally available. Get the full set of Claude Platform features on Google Cloud, with Google Cloud IAM credentials, billing, and commitment retirement.
来源：X · Claude
5. Using a single Nano Banana image and Blender MCP, Gemini 4 Argon built a…
Using a single Nano Banana image and Blender MCP, Gemini 4 Argon built a 3D Gothic cathedral in @Antigravity. It iterates on the geometry, textures, and lighting to create the finished scene.
来源：X · Google DeepMind
6. Honoured to be featured in the @WSJ Innovators Issue. I’ve always believ…
Honoured to be featured in the @WSJ Innovators Issue. I’ve always believed in the power of human ingenuity to solve our hardest problems. I’m confident we can collectively navigate the potential challenges of frontier mo
来源：X · Demis Hassabis
本篇是周报，覆盖上一周周一 08:08 到这一周周一 08:08（北京时间）。标题直链原文。
