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4 min read
Apple vs. OpenAI Is Not Just a Lawsuit. It Is the AI Hardware War Arriving Early.
Apple’s lawsuit against OpenAI reveals the real contest behind AI devices: product entry points, talent systems, and the ability to turn intelligence into a trusted object.
6 min read
苹果起诉 OpenAI，不只是一场官司：AI 硬件战争提前开打
从苹果起诉 OpenAI 看 AI 硬件竞争的真正战场：产品入口、组织能力与用户信任。
6 min read
Is GPT-6 Coming in 4-6 Weeks? What the Mythos Rumors Really Say
OpenAI just launched GPT-5.6, but leaks point to a bigger 'Mythos-level' pretraining run arriving in 4-6 weeks. Here's fact vs. rumor.
9 min read
GPT-6真的4-6周内就来？Mythos传闻背后的真实情况
OpenAI刚发布GPT-5.6，但爆料称一个Mythos级的新预训练模型将在4-6周内到来。这里是目前已确认的事实和真正的传闻。
9 min read
AI 正在从工具变成判断系统
AI 正在进入医疗、教育、安全和政策判断。下一代产品问题是证据、边界和责任能不能说清楚。
6 min read
AI Is Moving From Tools to Judgment Systems
AI is entering decisions where evidence, policy, and responsibility matter. The next product layer is trust.
11 min read
Windsurf 没死，但它已经不是原来的 AI IDE
Cognition 把 Windsurf 放进 Devin Desktop，这不是简单改名，而是 AI IDE 向本地和云端代理工作台的一次转向。
11 min read
终于有人做了一个不撒谎的编程基准测试
DeepSWE 把公开排行榜和真实开发体验之间的裂缝，摊开给所有人看。 这不是又一个模型座次表，而是一次把编程基准测试拉回真实工程现场的校准。 5 月 27 日，Datacurve 发布了 DeepSWE，一个从零构建的编程基准测试。 我读完官方 blog 和技术报告后，把链接转发到了平时讨论技术的社群里，只配了一句话： 这个榜，终于跟我们的体感对上了。 过去半年，我和身边做开发的朋友，在日常 Vibe Coding 里慢慢形成了一套共识。 React、Next.js 全栈是主战场，
11 min read
Four Open Source Projects, and the Pattern Behind AI-Native Indie Development
How design skills, checklists, local-first apps, and agent workbenches reveal a new indie development pattern. Open Design looks like an 11-day build, but the more useful story is
23 min read
从套壳到护城河：AI创业入场前的5道必答题
AI 创业入场自检 套壳可以赚钱，但套壳不是终点。真正的问题是：当模型升级、竞争涌入、融资窗口关闭，你手里到底有没有能留下来的东西？ 阅读地图 五个问题，决定一个 AI 项目是在做工具，还是在建壁垒。 01-工作流 你解决的是 API 调用问题，还是完整工作流问题？ 02-差异化 你的价值会被平台升级削弱，还是被平台升级放大？ 03-数据飞轮 每新增一个用户，产品有没有变得更聪明？ 04-
27 min read
构建自我进化的原生AI公司：Tom Blomfield YC演讲深度解读报告
演讲者：Tom Blomfield（YC普通合伙人，Monzo与GoCardless联合创始人） 场合：Y Combinator 内部批次演讲（Batch Talk） 时长：约13分28秒 核心主题：如何构建能够递归自我改进的原生AI公司 一、演讲者背景与核心命题 Tom Blomfield 是欧洲金融科技领域最具影响力的创业者之一。他先后联合创立了 GoCardless（在线支付平台）和 Monzo（数字银行），后者在他的领导下成长为拥有超过500万用户、累计融资超过9亿美元的金融科技独角兽。在退出一线创业后，他加入
8 min read
How People Are Using AI Mode: Search Is Becoming a Task Engine
Google's U.S. AI Mode report shows people are searching longer, using images and voice, and turning Search into a task interface.
4 min read
Hidden in Plain Sight: Breaking Down the Dutton Ranch Trailer and Premiere Easter Eggs
The move to Texas isn’t just a change of scenery—it’s a treasure trove of secrets. From hidden bodies to symbolic callbacks, we’re dissecting every frame of
10 min read
Why Your AI Report Card Might Be Lying to You (And Why That's a Huge Problem)
The hidden crisis in artificial intelligence that nobody's talking about Imagine you're a teacher who's really good at grading math tests. You've
12 min read
From Big Sky Country to Lone Star Land: How Dutton Ranch's Move from Montana to Texas Changes Everything
When Beth Dutton and Rip Wheeler pack up their lives and leave Montana for Texas, they’re not simply relocating to a new ranch. They’re crossing into a fundamentally
