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AI Generates Images. Photos Hold Memories.

I use AI image generators every day for my e-commerce work. So why am I picking up my camera more than ever? Because AI can generate any picture, but only a photo holds a memory.

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AI作图越漂亮，我好像越喜欢我的相机

天天用 gpt-image-2 做电商图的人，为什么反而越爱拿起相机？摄影和记录是两码事：AI 的图再漂亮，也不在你的记忆里。

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AI Learns for You. That's the Problem.

Andrew Ng says AI is terrible for learning. A museum chart in Kurashiki taught me he's right, in exactly the subjects where learning matters most, and not at all in the ones where I built my career.

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AI 用来学习，可能跟你想的不太一样

在大原美术馆看到一幅亚洲历史对比图，才发现自己用 AI 学习的习惯，在历史面前失灵了。理工科和文科，AI 助学的边界完全不一样。

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AI Can Replace Coders. It Can't Replace Parents.

Bill Gates says we need "Human Reserved" zones AI can't touch. My summer vacation proved why AI can replace coders but not parents, and why that matters more than any policy debate.

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AI能写代码做图片，但不能帮我晒衣服

Bill Gates说要给人类留"工作保护区"，可我的日常早就告诉我答案了——AI能写代码，但不能陪孩子、不能做饭、不能晒衣服。

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I Can't Write Code. I Still Built a Photo Gallery for $0.

I can't write code. I still built a photo gallery for $0 using Codex and Cloudflare — just drag files into a folder and the site updates itself.

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我用 Codex 和 Cloudflare，手搓了一个零成本照片站

非码农用 Codex + Cloudflare 零成本搭建个人摄影作品集网站的完整实践，日常只需拖文件进文件夹。

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Welcome, Please Leave: Japan's Self-Defeating A.I. Strategy

Japan invests ¥35.6 trillion in AI and promises to make the country the easiest place to develop it. Yet it just raised permanent residency thresholds to ¥5.75M and watched startup visas collapse 96%. A self-defeating strategy.

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日本一边喊着要搞AI，一边把搞AI的人赶走

日本投35万亿搞AI，却把永住门槛提到575万。AI人才缺口12万，经营管理签证暴跌96%。一个一边发AI补贴、一边赶人的国家，正在输掉AI竞争。

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When Knowledge Is Free, Courage Becomes the Only Currency

AI made knowledge cheap. But the gap between those who try and those who don't is wider than ever.

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知识不值钱了，敢想敢做才值钱

AI让知识变得不值钱，但敢想敢做反而成了最稀缺的能力。真正卡住人的，从来不是知识不够，而是敢不敢迈出第一步。

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I'm Done Telling People to Leave. I'm Done Telling Them to Stay.

Four years in Japan. Friends are leaving here one after another. I haven't thought about moving once. And I've stopped telling anyone else what to do.

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我不再劝人快润了，也不再劝人坚持

移居日本第四年，身边朋友有一些离开了。我没动。也不再劝人该不该走。

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The Answer Was Right. The Thinking Was Gone.

My daughter's math homework was perfect. But when I asked her to solve 50 minus 13, she froze. From elementary school to the Ivy League, thinking is disappearing.

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漂亮的答案，消失的思考：一个父亲的困惑

女儿的作业全对，但她已经不会算了。从小学到常春藤，漂亮的答案背后，思考正在消失。

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The $200 Ideal Employee: When AI Gets Smarter Than Most People

$200 a month for an employee who outperforms you. Fable 5 just ran a 3-hour CDN migration solo, overruled a senior model's plan, and found a security hole. This isn't sci-fi. It's a July 2026 invoice.

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200 美金的理想员工：当Fable5的智能开始碾压绝大部分人

200美金一个月，买一个比你更能干的员工。Fable5已经能自主完成3小时的CDN迁移、推翻前辈方案、发现安全漏洞。这不是科幻，是2026年7月的账单。

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One Person's AI Awakening, One Company's AI Impasse

You think AI is easy because you're just one person. But a company faces entirely different structural barriers — data, the boss, and real business logic. Two different games, two different solutions.

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一个人的AI觉醒，一家公司的AI困局

你以为AI很简单，是因为你只是一个人。但公司面对的是完全不同的结构性障碍。两种游戏，两种解法。

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AI Is Redrawing the Jobs Map. Much of the World Is Still Missing

Three AI replacement reports from two labs (Anthropic in March, OpenAI US in April, OpenAI EU in June). AI replacement is transmission, not a switch. Three maps, three AI stories.

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三份 AI 就业报告读完：美国怕替代，中国怕失业，日本怕没人

Anthropic 3月、OpenAI US 4月、OpenAI EU 6月三份报告对比，揭示 AI 替代是传导不是开关。US 18% vs EU 14% 高自动化差 4pp 来自职业结构。US/EU 地图假设了通胀+紧就业环境，中国通缩+青年失业、日本招工难+超老龄化——三张地图，三种 AI 故事。

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The Most Valuable Skill in the AI Era, School Will Never Teach

My daughter is 10. A second-hand iPhone. She discovered the Chrome dinosaur game offline, all by herself. A father starts thinking: the most expensive skill in the AI era isn't coding, isn't algorithms, it's something school will never teach.

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AI时代最贵的能力，学校永远不会教

女儿10岁，二手iPhone，离线状态下无师自通发现Chrome恐龙游戏。一个父亲开始思考：AI时代最贵的能力不是编程，不是算法，而是学校永远不会教的东西——好奇心与试错。

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From McKinsey to Main Street: The 30-Day Minimum Viable AI Transition

McKinsey's AI transformation framework was written for big companies. I translated it into a 30-day minimum viable path that small businesses, husband-and-wife teams, and solo operators can actually execute.