Featured
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What Will Humans Lose? The Cognitive Crisis in the Age of AI
Updated date:13 min readA reflection on reality, concepts, language, and AI: why large language models are powerful, where abstraction introduces distortion, and why humans still need to reconnect symbols back to the real world.
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The Future AI Ecosystem: From Isolated Islands to an Interconnected Service Network
Published date:13 min readWhen AI services blossom everywhere, who connects them? A speculative look at the missing infrastructure—the AI service marketplace—and the protocols, economics, and privacy challenges it must solve.
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Agent 真正跑起来，靠的不是工具，而是 loop
Published date:2 min read很多人谈 agent，总在谈工具、MCP、skill。真正决定它是不是一个 agent 的，往往不是这些名词，而是那条让系统一轮一轮往前走的 loop。
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What Makes an Agent Work Is Not the Tools, but the Loop
Published date:13 min readPeople often talk about agents in terms of tools, MCP, and skills. But what usually determines whether something actually behaves like an agent is the loop that keeps the system moving from one step to the next.
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Agent Is Not a Feature
Published date:13 min readWhy the agent is not a UI trick or a marketing label, but a new software structure built from runtime, tools, MCP, skills, hooks, plugins, and harnesses.
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旧需求被瓜分之后，普通人还能做什么
Published date:1 min read过去很多人赚钱，靠的是需求增长和市场空位。现在大部分标准化需求已经被成熟体系占住，普通人的机会不再在大赛道里，而在新的交换缝隙里。
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人类会失去什么？AI时代的认知危机
Updated date:2 min read从现实、概念、语言到 AI 的层层抽象出发，讨论大语言模型为何强大、为何会失真，以及人在 AI 时代为什么仍要负责把抽象重新接回现实。
