Posts
All the articles I have published.
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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。
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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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AI Software’s Layered Paradigm: The Enterprise Control Plane for Action (3)
Published date:10 min readPart (3) brings the layered paradigm into organizations: once AI is expected to act, the winning layer is an auditable control plane that turns workflows and agents into governed operations.
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OpenClaw 烂点一堆,为何仍被推上台?AI 推进的代价与普通人的选择
Published date:2 min read当一个臃肿、昂贵、隐私纠缠的系统依然被支持,信号不是`它完美`,而是`行动型 AI 正被加速推入现实`。代价是什么?失业只是第一波。
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OpenClaw Is Flawed—Why Is It Still Being Pushed? The Cost of AI Advancement and Ordinary People's Choices
Published date:13 min readWhen a bloated, expensive, privacy-entangled system is still supported, the signal isn't 'it's perfect'—it's 'action-oriented AI is being accelerated into reality.' What's the cost? Unemployment is just the first wave.
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AI Software’s Layered Paradigm: OpenClaw and Personal AI as an Operating Layer (2)
Published date:10 min readUsing OpenClaw as a clue, this essay argues personal AI will be won by a control plane that can route intent, enforce boundaries, and make actions auditable across the surfaces where life actually happens.
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AI Software’s Layered Paradigm: From Chatboxes to a Service Ecosystem (1)
Published date:8 min readAs LLM apps hit the context wall, the next phase of AI software shifts from chat-first tools to a governable service ecosystem built around discovery, routing, and accountability.