James Huang 「點選操作」的終結：為何 Claude 4.5 Opus 會扼殺 n8n 課程產業？ TL;DR： 我懷疑教授 n8n（工作流程自動化）的課程市場即將崩潰。我最近測試了 Claude 4.5 Opus 複雜工作流程的產生，結果好得驚人。它不僅複製了我的工作，還重整了我的工作。一個複雜的 SEO 工作流程，我花了整夜的時間手動建立 (40 個節點)，但 Claude 在幾秒鐘內就重建、優化並濃縮為 28 個節點。這不僅是協助，更是 取代。 Mercury Technology Sol... LLM SEO Large Language Model Large Language Models Llama Mercury Technology Solutions SEO Analytics SEO For Growth SEO Optimization SEO Strategies SEO 挑戰
James Huang Vibe Coding 是個陷阱。您需要 「法典」。 TL;DR: 「Vibe Coding」（隨意引導 AI 建置軟體的做法）已經成為趨勢。但是，如果沒有結構化，它將不可避免地導致 「上下文漂移」（context drift）和義大利語代碼（spaghetti code）。要使用 AI 建立企業級軟體，您需要一個嚴謹的 Context Architecture 。在 Mercury，我們稱之為 "The Codex Protocol" ，這不是將您... LLM Large Language Model Large Language Models Local SEO SEO For Growth SEO In Japan SEO Optimization SEO Strategies SEO Strategy SEO 挑戰
James Huang 自由言論」堆疊：數位主權極端代價的諷刺指南 TL;DR: 在中國互聯網上流傳的一篇病毒性帖子嘲諷地聲稱，只要您遵循堪比間諜小說的七步協議，「自由言論就會存在」。 極端作業安全(OpSec). 它揭示了現代網路令人不寒而慄的真相：隱私權不再是預設設定；它是一項高摩擦的工程挑戰。以下是在全面監控時代真正匿名所需的「Ghost Stack」分解。 "誰說沒有言論自由？你在散播謠言！"😡 這是目前科技圈流行的黑暗諷刺文章的開場白。它宣稱只要願意在按... AI 隱私權疑慮 Anonymity Marketing-Sales Integration Mass-Surveillance Mcdonald Freemium Privacy SEO For Growth SEO Optimization SEO Strategies SEO 挑戰
James Huang 永恆的通貨膨脹引擎：為什麼您的錢會貶值？ TL;DR: 歷史告訴我們一個明確的模式：當利潤受到壓制時（就像一戰時期英國的租金管制），供應就會崩潰，每個人都會受苦。相反，當資本自由流動時，生產就會蓬勃發展。但是，現代世界又為此增加了新的層面：自從黃金本位制和布雷頓森林體系結束之後，我們進入了 法定貨幣和無限通脹 的時代。在這個體系中，貨幣不再與黃金掛鉤，而是與債務掛鉤。這種結構上的改變保證了資產價格（如房地產）將永遠上漲，不是因為它們本質上... Real Estate SEO Analytics SEO For Growth SEO Friendly SEO Fundamentals SEO In Japan SEO Optimization SEO Performance SEO Strategies SEO 挑戰
System Admin America’s risky bet on hydrocarbons might hurt it in the AI race TL;DR The U.S. reliance on hydrocarbon energy sources poses economic and environmental risks. Potential consequences include higher electricity prices, water scarcity, and food insecurity. This strate... Artificial Intelligence Environment Environment Friendly SEO SEO For Growth SEO In Japan SEO Optimization SEO Services SEO Strategies SEO 挑戰
News Editor ByteDance plans $23bn AI spending spree to keep pace with US rivals ByteDance Plans $23bn AI Spending Spree to Keep Pace with US Rivals TL;DR ByteDance, the parent company of TikTok, announces a planned investment of $23 billion in artificial intelligence. The increas... AI AI arms race AI 隱私權疑慮 Ai Advancements Artificial Intelligence SEO SEO Performance SEO Strategies SEO 挑戰 人工智慧 (Ai)
News Editor The year in review (part one) The Year in Review: Part One TL;DR 2025 saw significant advances in artificial intelligence (AI). Major market themes emerged that shaped investments and innovation. Experts anticipate continued growt... AI AI arms race AI 隱私權疑慮 Ai Advancements Artificial Intelligence SEO In Japan SEO Optimization SEO Performance SEO Strategies SEO 挑戰
News Editor Your chatbot keeps a file on you. Here’s how to delete it. TL;DR Major AI chatbots retain user interaction data which could raise privacy concerns. Users can delete their stored files with varying procedures depending on the platform. This guide covers privac... AI 隱私權疑慮 Online Privacy Privacy SEO In Japan SEO Optimization SEO Performance SEO Services SEO Strategies SEO 挑戰 Search Engine Optimization
James Huang 2026 年的大重置：為什麼 AI 和過度生產正在重現 1929 年？ TL;DR: 我們正進入一個奇怪的經濟悖論：小工具比以往更便宜，但生活卻從未如此昂貴。這場「繁榮蕭條」與 1929 年的生產過度危機如出一轍，但卻帶來了可怕的新變數： 人工智能 。與以往的產業轉移不同，AI 不只是取代工具，而是取代人類操作者的 功能 。本文將解釋為何中國製造業產能過剩與 AI 自動化的趨勢會觸發「大重設」，以及如何在歷史的「垃圾時代」中生存。 Mercury Technology... AI Economic Crisis Economic Disparity Job Displacement SEO SEO For Growth SEO Optimization SEO Strategies SEO 挑戰 Social Marketing
News Editor SpyGPT will shake James Bond’s world TL;DR The emergence of SpyGPT , a sophisticated AI tool, is poised to revolutionize espionage. Open-source data combined with machine learning creates an information overload scenario for intelligence... Generative Ai Open Source Ai Optimization Organic Traffic Organizational Goals Organizational Success SEO For Growth SEO Optimization SEO Strategy SEO 挑戰
News Editor Roomba rival bets on AI to clean up market for robot vacuum cleaners TL;DR Roborock aims to compete with Roomba by leveraging cutting-edge artificial intelligence (AI) technologies. Innovations such as robotic arms and features designed for pet waste recognition are se... AI Ai Automation Ai Technologies Ai Technology Ai-Powered Assistants Local SEO SEO In Japan SEO Optimization SEO Strategies SEO 挑戰
News Editor Should you worry that most robot vacuums are Chinese now? Should You Worry That Most Robot Vacuums Are Chinese Now? TL;DR The dominance of Chinese manufacturers in the robot vacuum market raises concerns about data privacy and market competition. Recent bank... AI AI 隱私權疑慮 Foreign Ownership SEO SEO In Japan SEO Optimization SEO Performance SEO Services SEO Strategies SEO 挑戰
