今日必看

吐槽老板沉迷 Vibecoding 与职场高强度加班反思

📌 一句话摘要 作者分享了被老板要求高强度 vibecoding 开发内部工具导致身体严重透支的经历，呼吁警惕缺乏组织改造的盲目 AI 实践并寻求可持续工作方式。 📝 详细摘要 作者吐槽近期因老板的执念，被迫高强度使用 Codex 和 Claude Code 进行 vibecoding 开发「企业微信」，导致频繁加班至深夜甚至出现严重眩晕的健康警报。经过假期彻底断联休息后，作者反思盲目加班并不能换来效率，呼吁探索健康可持续的工作节奏。 💡 主要观点 缺乏组织架构改造的盲目 AI 试验易导致形式主义与内耗 在没有配套流程和基础设施支持的情况下，管理层跟风沉

由 Google 内部模型设计 TPU 传闻引发的硬件 AI 端到端设计思考

📌 一句话摘要 结合 Google 内部未公开模型辅助设计 TPU 的传闻，作者结合自身智能硬件背景探讨了 AI 端到端设计复杂硬件产品的可行性。 📝 详细摘要 推文转述了 Google TPU 工程师透露的内部模型已高效接管芯片设计工作的传言，并结合作者在前司从事桌面智能设备研发的经历展开思考。作者认为，只要精确定义目标材料、人群、成本及工厂地域等约束条件，AI 完全具备端到端完成 3D 打印或激光雕刻等软硬件产品全流程设计的能力，期待业内出现由 AI 直接 Vibe 出的完整硬件项目。 💡 主要观点 AI 在专业芯片设计等高端硬件领域已展现出替代潜力

New controls and chat improvements in Copilot for JetBrains

This update brings more control over default models and MCP server in GitHub Copilot for JetBrains. It also makes diagnostics easier to address, improves chat navigation and account controls, and strengthens reliability across agent sessions, customizations, and worktrees. What’s

NYC's "Click to Cancel" rule is now in effect

Documents add to evidence in climate deception case against ExxonMobil

What driving across Europe costs in tolls, vignettes, bridges and fuel

Edgee Mod for Claude Code

Use any model inside Claude Code, keep your Claude plan Discussion | Link

Total Annihilation, rebuilt for modern computers

OpenScreen 2

Record your demo and let your AI agent do the edits Discussion | Link

500B Tokens Later: Letting AI Agents Decompile a First-Person Shooter

AI agent teams waste massive tokens for barely measurable quality gains, research finds

Teams of AI agents barely outperform solo agents but cost up to 5.1x more, according to Vals AI. Only one out of four tests with GPT-6 Sol and Claude Opus 5.5 showed a measurable gain. Anthropic's own data backs this up: beyond ten agents, quality plateaus while token costs keep

The Corporate Happiness Treadmill and the Case for Doing Less

How to Build Wealth as a Career Person

GitHub Copilot weekly releases — October 5

This week’s updates make Copilot easier to use across accounts and environments, with more control over what agents can access and how you manage their work. GitHub Copilot Claude Haiku 5.5 is available to Copilot Pro, Pro+, Max, Business, and Enterprise users. Limit agents’ acce

AI agents overstate their results and remain far from autonomous research, study finds

Epoch AI and Anthropic independently found the same thing: current AI models like GPT-5.6 Sol and Claude Fable 5 can run experiments but lack scientific self-criticism and genuine creative thinking. At best, Sol reached 15 percent of the human reference score, and even that came

Open-source Microsoft Excel, PowerPoint, and Word replications

Using AI for Just 10 Minutes Erodes Your Ability to Persist at Hard Things

LineageOS 24.0

Python 3.15.0 added to actions/python-versions

Python 3.15.0 added to actions/python-versions Bit of a niche link, but I've been waiting for this for a couple of days - I even told ChatGPT to check for it: Clone https://github.com/actions/python-versions and git pull once an hour until they add the stable 3.15 - then tell me

Microsoft's Jacob Andreou on AI's product gap

How Microsoft rebuilt the new Copilot with capabilities to address a growing gap in AI

Wisereads Vol. 164 — Anatomy of a Breakthrough by Adam Alter, David Robinson on quitting OpenAI, and more

Wisereads Vol. 164 — Anatomy of a Breakthrough by Adam Alter, David Robinson on quitting OpenAI, and more Last week, we shared a preview of Bill Burnett and Dave Evans's guide to finding meaning in everyday life, How to Live a Meaningful Life . This week, we're sharing a preview

Show HN: WallHop – 12ft.io is gone, so I built a replacement

Hi HN, I'm Josh. WallHop is a free paywall bypass: paste an article URL (or prefix any URL with wallhop.io/) and you get the readable article without the paywall popup, ads or clutter. No signup, no extension. I built it after 12ft.io went away. The News Media Alliance took it do

[AINews] TypeSafe/Jev at >$100M ARR, $7.5B valuation 3 weeks after launch

As you can see in the AINews X recap section below, everyone on earth has cloned the Jev API, but only one company can ever create the category. TypeSafe announced their “ Series AI ” and Sequoia “ leaked ” that they crossed 100M ARR in their first week. @a16z \n\nit's been 3 wee

Building AI for Reliable Execution: Lessons From Industrial Robotics

When you think of robotics and AI, you probably first think of full humanoid robots like Figure’s AI-powered machines and 1X’s NEO home robots . Those may well be the future, but arguably more important in 2026 is industrial robots — which are typically not humanoids. Standard Bo

早报｜供应链回应iPhone 18 Pro砍单传闻/小米、华为手机同日调价/山姆拟限制亲友卡换绑

曝苹果削减 iPhone 18 Pro 订单，供应链称总量变化不大 苹果调整并购团队架构，7 年来首次重新归入财务部门 豆包据称在建设水电燃气缴费等生活服务能力 小米 17 Ultra 官网全系涨价 1000 元，华为 nova 16 系列也调价 OpenAI 等公司推演重大 AI 事故后的公众与政策应对 保时捷计划提高顶级车型平均售价约 20%，压缩衍生版本 IDC：第三季度全球 PC 出货量下降 20.1%，旺季未现 英国皇家邮政承认广告使用 AI 配音，已故演员家属质疑声音被复刻 曾被字节辞退的田柯宇获近 3000 万美元融资，研发世界模型 Jev

ttok 0.4

Release: ttok 0.4 ttok is my CLI tool for counting tokens, using OpenAI's open source tiktoken library. It hasn't been in updated in a couple of years, but I finally fixed a Click warning, updated CI, and added a --list-models command to list available models. It works with uvx ,

Last Week in AI #346 - 719 math manuscripts, 2 Western open models, 1 more safety resignation

Top News OpenAI publishes hundreds of math proofs from unreleased frontier model Sources: OpenAI drops another batch of mathematical breakthroughs Sharing AI progress in mathematics OpenAI Releases Findings on 377 Math Problems, Further Roiling Field All the drama around AI’s tak

Introducing LangSmith Fine-Tuning

LangChain introduces LangSmith Fine-Tuning and SmithTune, a CLI built for post-training models. Train specialized models without building data pipelines by hand.

从开源清理工具到付费 Mac 应用，用户教会了我如何做产品：Mole

最近我写了不少关于独立开发的思考，想着要汇总一下，就把Mole从开源CLI做到Mac付费软件这一路聊一聊：我当时是怎么想的，哪些事情做下来真的有用，也许能给正在做自己作品的朋友一些输入。去年国庆我在三 ... 查看全文

每天涨10%、没花一分钱营销：这个只有短信入口的AI助理，一年交易额快到10亿美元

Instinct 这家公司成立大约一年，没有App，没有网页端，用户靠发短信、打电话、发邮件跟它交流。它的邀请码每人只有5个，二手平台上有人以300美元的价格倒卖。 创始人透露，平台年交易额已经逼近10亿美元，其中一半是旅行订单，用户日增长约10%，营销花费为0。最新一轮融资约10亿美元，估值约100亿美元，由 Zoya、Benchmark、Kotu 等机构领投。 下面是这场访谈里信息量最大的部分。 它没有App，只是一个有手机、电脑和邮箱的"人" 创始人对产品的描述很朴素： 就是一个私人助理 。 你可以给它发短信，可以给它打电话，它也会给你打电话。它有