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WhatAICanDo

A space where curiosity turns into code. Exploring web development, software architecture, and everything that makes the tech world go round.

Written by Devin

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What Will Humans Lose? The Cognitive Crisis in the Age of AI

Updated date: 19 May, 2026
13 min read

A 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.
The Future AI Ecosystem: From Isolated Islands to an Interconnected Service Network

Published date: 5 May, 2026
13 min read

When 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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旧需求被瓜分之后，普通人还能做什么

Published date: 22 May, 2026
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。
人类会失去什么？AI时代的认知危机

Updated date: 19 May, 2026
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。
AI、生产力跃迁与制度演化：技术变革的政治经济学分析

Published date: 3 Apr, 2026
5 min read

基于政治经济学与技术史的交叉视角，系统分析AI驱动的生产力革命如何重塑稀缺结构与协调能力，进而探讨制度演化的三条路径与临界条件。
When the Invisible Hand Meets the Visible Algorithm: Will AI-Driven Productivity Lead to Socialism?

Published date: 3 Apr, 2026
8 min read

A warm yet rigorous narrative that threads together cold political-economy logic and the history of technology: how AI and automation are re-engineering scarcity and coordination, and why institutions are likely to evolve into a hybrid spectrum of algorithmic capitalism, technocratic welfare states and post-scarcity horizons.
AI Software’s Layered Paradigm: The Enterprise Control Plane for Action (3)

Published date: 20 Mar, 2026
10 min read

Part (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.
Demand Migration: The Hidden Engine of the AI Revolution

Updated date: 13 Mar, 2026
16 min read

AI makes production cheap. The new scarcity becomes selection, trust, and responsibility—and that shift rewrites what people want, what companies build, and which jobs survive.