于淼 · Lab — 研究洞察方法论 · 领域认知 · 实践复盘。中文为原文，英法为待审校初翻。https://lab.miao-yu.com/zh-CNmurRipple 收官：把一首歌织成看得见的涟漪https://lab.miao-yu.com/insights/murripple-closeout/https://lab.miao-yu.com/insights/murripple-closeout/项目做完了。留下两份材料：一份给想看懂它的人，一份给想用它的人。Thu, 20 Aug 2026 00:00:00 GMT方法论我让 AI 给我做了一次能力体检https://lab.miao-yu.com/reports/ai-engineering-checkup.htmlhttps://lab.miao-yu.com/reports/ai-engineering-checkup.html规则只有一条：不许用我的自述，只能用仓库里机器可查的痕迹。Sat, 15 Aug 2026 00:00:00 GMT方法论两周从零到客户演示https://lab.miao-yu.com/insights/two-weeks-to-a-demo/https://lab.miao-yu.com/insights/two-weeks-to-a-demo/快不是加班堆出来的，是把要做的事砍到只剩一条。Mon, 10 Aug 2026 00:00:00 GMT方法论已验证 = 命令 + 输出https://lab.miao-yu.com/insights/verified-means-command-and-output/https://lab.miao-yu.com/insights/verified-means-command-and-output/一句“应该没问题”的成本，通常要到三周之后才结账。Mon, 10 Aug 2026 00:00:00 GMT方法论一个人闯进风塔监测https://lab.miao-yu.com/insights/one-phone-number/https://lab.miao-yu.com/insights/one-phone-number/最难的一步不是技术，是让别人愿意把自己的资产借给你做实验。Mon, 10 Aug 2026 00:00:00 GMT领域认知给 AI 套上缰绳https://lab.miao-yu.com/insights/reins-not-conversation/https://lab.miao-yu.com/insights/reins-not-conversation/决定上限的不是你怎么提问，是模型之外的那一层。Mon, 10 Aug 2026 00:00:00 GMT方法论人 + AI：多窗口协作操作系统https://lab.miao-yu.com/insights/multi-window-collaboration/https://lab.miao-yu.com/insights/multi-window-collaboration/不是找更聪明的模型，而是给普通的 AI 设计一个不跑偏的组织。Sun, 09 Aug 2026 00:00:00 GMT方法论你脚下的城市在说话：DAS 入门https://lab.miao-yu.com/insights/das-explained/https://lab.miao-yu.com/insights/das-explained/一根普通的通信光纤，如何变成一条几公里长的听诊器。Sun, 09 Aug 2026 00:00:00 GMT领域认知信号与噪声https://lab.miao-yu.com/insights/signal-and-noise/https://lab.miao-yu.com/insights/signal-and-noise/判断一段波形是不是真事件的纪律，恰好可以用来判断 AI 说的是不是真的。Sun, 09 Aug 2026 00:00:00 GMT领域认知从最优传输到 LLMhttps://lab.miao-yu.com/insights/optimal-transport-to-llm/https://lab.miao-yu.com/insights/optimal-transport-to-llm/换过三次赛道之后我才发现，跟着我走的不是工具，是一个问题。Sun, 09 Aug 2026 00:00:00 GMT领域认知我为什么给每个项目写“任务书”https://lab.miao-yu.com/insights/task-books/https://lab.miao-yu.com/insights/task-books/AI 让写代码变容易之后，最关键的在于说清楚要什么。Sun, 09 Aug 2026 00:00:00 GMT方法论AI 是伙伴，不是工具https://lab.miao-yu.com/insights/ai-as-partner/https://lab.miao-yu.com/insights/ai-as-partner/分界线不在模型有多强，而在你给不给它反对你的机会。Sun, 09 Aug 2026 00:00:00 GMT方法论