当现实世界成为AI可以调用的API
用Apple Watch在嘈杂机舱录音，Whisper Large V3 Turbo竟完整还原了周围所有对话。实验表明：低质量硬件+好算法已超越人类听力，我们正站在现实API可调用的门口。
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Computing Life · An engineering notebook
An engineering notebook on AI, systems, and everyday experiments.
Long-form notes on agentic systems, engineering judgment, astrophotography, hardware, coffee, and the tools that make a life easier to inspect and improve.
Latest
381 posts · since 2012
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The Real World as an AI-Callable API
An Apple Watch + Whisper Large V3 Turbo gave me superhuman hearing in a noisy airplane cabin. This experiment reveals we're at the threshold of a Real-World API—where AI can perceive and structure reality continuously.
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不是我更偏爱o3，是它开始真的主动干活了
o3从问答机器变成真正主动干活的Agent：看图推理修咖啡机、端到端计算拍卖落地成本、分析政策影响、主动优化购买决策，使用量因此暴涨。
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It's Not That I Prefer o3, It's That It Actually Started Doing Things Proactively
How o3 transformed from a query-answer machine into a proactive agent that reads diagrams, calculates landed costs, analyzes policy impacts, and even optimizes purchasing decisions.
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你不需要懂金融，也可以用 AI 拆开结构化票据的黑盒
用AI拆解银行推荐的结构化票据，理解其收益结构、期权原理和隐含权衡，无需金融背景也能看透产品设计逻辑。
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You Don't Need Finance Expertise to Unbox Structured Notes with AI
Use AI to demystify structured notes and understand their payoff structure, option mechanics, and trade-offs without financial expertise.
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别再问AI会不会取代你，问你能不能带好AI
真正的问题不是AI会不会取代你，而是你能不能带好AI。三种Agent角色（教练、秘书、搭档）、默契护城河、构建AI-native的世界。
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Stop Asking if AI Will Replace You, Ask if You Can Lead AI
The real question isn't whether AI will replace you, but whether you can lead AI. Three agent types (Coach, Secretary, Partner), the rapport moat, and building an AI-native world.
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我们让AI读完三年微信群聊记录，它写了一本出人意料的小书
探索AI如何处理非结构化语料，利用百万级上下文窗口让AI阅读三年微信群聊记录，并通过反思-提取-构建的循环协作方式，从中提炼出关于AI协作的深刻洞见与结构化知识。
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We Fed an AI Three Years of Our Group Chat History. It Wrote a Surprisingly Deep Book.
Fed 3 years of messy WeChat history into GPT-4.1's 1M token window—it synthesized themes, generated insights, and wrote a cohesive book about AI collaboration.
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