# Suxi’s World

> Independent essays on literature, economics, technology and the private work of making sense of a changing world.

## Language editions

- [English homepage](https://suxiworld.com/)
- [中文首页](https://suxiworld.com/zh/)
- [Canonical Chinese originals](https://blog.suxidejie.com/)

English articles on this site are AI-assisted translations of the author’s original Chinese work. Each article links to its canonical Chinese original.

## English writing

- [The Computer Knowledge Topology for the AI Era](https://suxiworld.com/en/posts/ai-era-computer-knowledge-topology) — [Chinese original](https://blog.suxidejie.com/posts/ai-era-computer-knowledge-topology)
- [When Thinking Becomes a Multi-Pipeline Process: More Thoughts on Agentic AI](https://suxiworld.com/en/posts/agentic-ai-multi-pipeline-thinking) — [Chinese original](https://blog.suxidejie.com/posts/agentic-ai-multi-pipeline-thinking)
- [I Spent August Immersed in Agent AI](https://suxiworld.com/en/posts/august-agent-ai-heavy-use) — [Chinese original](https://blog.suxidejie.com/posts/august-agent-ai-heavy-use)
- [Once Five Players Queue Together, the System Is No Longer Calculating Five Individuals](https://suxiworld.com/en/posts/five-stack-under-profit-first-matchmaking) — [Chinese original](https://blog.suxidejie.com/posts/five-stack-under-profit-first-matchmaking)
- [When You Queue Solo, What Is the System Actually Arranging?](https://suxiworld.com/en/posts/solo-queue-under-profit-first-matchmaking) — [Chinese original](https://blog.suxidejie.com/posts/solo-queue-under-profit-first-matchmaking)
- [Who Is the System Optimizing?](https://suxiworld.com/en/posts/who-is-the-system-optimizing) — [Chinese original](https://blog.suxidejie.com/posts/who-is-the-system-optimizing)
- [The Lone Horse](https://suxiworld.com/en/posts/guma) — [Chinese original](https://blog.suxidejie.com/posts/guma)
- [Learning a Language Is Not Putting New Subtitles on the World](https://suxiworld.com/en/posts/language-not-subtitles) — [Chinese original](https://blog.suxidejie.com/posts/language-not-subtitles)
- [The Loss of Intelligence, Part II: When AI Answers for Us, Who Is Still Forming Judgement?](https://suxiworld.com/en/posts/intelligence-loss-part-2) — [Chinese original](https://blog.suxidejie.com/posts/intelligence-loss-part-2)
- [The Loss of Intelligence, Part I: Why Does Thinking Get Harder as Information Grows?](https://suxiworld.com/en/posts/intelligence-loss-part-1) — [Chinese original](https://blog.suxidejie.com/posts/intelligence-loss-part-1)
- [Every Longing Must Meet Again](https://suxiworld.com/en/posts/poincare-recurrence-longing-reunion) — [Chinese original](https://blog.suxidejie.com/posts/poincare-recurrence-longing-reunion)
- [The Loss of Intelligence](https://suxiworld.com/en/posts/cognitive-power-attention-ai-sovereignty) — [Chinese original](https://blog.suxidejie.com/posts/cognitive-power-attention-ai-sovereignty)
- [The Lotus Blooms Late](https://suxiworld.com/en/posts/lotus-late) — [Chinese original](https://blog.suxidejie.com/posts/lotus-late)
- [From Loops to Graphs: Building Convergent Intelligent Systems with Entropy Assessment and Human Authorisation Nodes](https://suxiworld.com/en/posts/loop-to-graph-entropy-governance) — [Chinese original](https://blog.suxidejie.com/posts/loop-to-graph-entropy-governance)
- [Refuting Musk: Relative Wealth Is What Separates Rich from Poor](https://suxiworld.com/en/posts/abundance-relative-wealth) — [Chinese original](https://blog.suxidejie.com/posts/abundance-relative-wealth)
- [Claude’s Watermark Is Contaminating Authors’ Copyright](https://suxiworld.com/en/posts/claude-watermark-copyright-pollution) — [Chinese original](https://blog.suxidejie.com/posts/claude-watermark-copyright-pollution)
- [Beside Me](https://suxiworld.com/en/posts/beside-me) — [Chinese original](https://blog.suxidejie.com/posts/beside-me)
- [Le parfum de ton absence](https://suxiworld.com/en/posts/le-parfum-de-ton-absence) — [Chinese original](https://blog.suxidejie.com/posts/le-parfum-de-ton-absence)
- [Saudade: You Are Still Here, and I Already Miss You](https://suxiworld.com/en/posts/saudade) — [Chinese original](https://blog.suxidejie.com/posts/saudade)
- [Rebuilding Mathematics Education: From Number and Shape to Modern Math](https://suxiworld.com/en/posts/mathematics-learning-architecture) — [Chinese original](https://blog.suxidejie.com/posts/mathematics-learning-architecture)
- [Will Transformers Become Bayesian Once Compute Crosses a Threshold?](https://suxiworld.com/en/posts/bayesian-transformer-future) — [Chinese original](https://blog.suxidejie.com/posts/bayesian-transformer-future)
- [Bayesian Probability and How to Live With Uncertainty](https://suxiworld.com/en/posts/bayesian-probability-life) — [Chinese original](https://blog.suxidejie.com/posts/bayesian-probability-life)
- [I Finished My First Novel. It’s Called I Misjudged You](https://suxiworld.com/en/posts/i-misjudged-novel-preheat) — [Chinese original](https://blog.suxidejie.com/posts/i-misjudged-novel-preheat)
- [Harbor](https://suxiworld.com/en/posts/harbor) — [Chinese original](https://blog.suxidejie.com/posts/harbor)
- [What the Bellman Equation Can Teach Us About Life](https://suxiworld.com/en/posts/bellman-equation-life-decisions) — [Chinese original](https://blog.suxidejie.com/posts/bellman-equation-life-decisions)
- [A New Definition of Right and Wrong Through Entropy](https://suxiworld.com/en/posts/new-era-right-wrong-entropy) — [Chinese original](https://blog.suxidejie.com/posts/new-era-right-wrong-entropy)
- [Loop Engineering: Where Autonomous Systems Must Stop](https://suxiworld.com/en/posts/loop-engineering-human-governed) — [Chinese original](https://blog.suxidejie.com/posts/loop-engineering-human-governed)
- [I dreamed of homeomorphic manifolds, then used them to analyze calligraphy](https://suxiworld.com/en/posts/homeomorphic-flow-calligraphy) — [Chinese original](https://blog.suxidejie.com/posts/homeomorphic-flow-calligraphy)
- [How Stiffness Constraints and Information Entropy Can Work Against Deep Learning, with Further Implications: An Interactive Illustration](https://suxiworld.com/en/posts/stiffness-entropy-deep-learning-interactive) — [Chinese original](https://blog.suxidejie.com/posts/stiffness-entropy-deep-learning-interactive)
- [When stiffness and entropy constraints backfire in deep learning](https://suxiworld.com/en/posts/stiffness-entropy-deep-learning) — [Chinese original](https://blog.suxidejie.com/posts/stiffness-entropy-deep-learning)
- [Wujing](https://suxiworld.com/en/posts/wujing) — [Chinese original](https://blog.suxidejie.com/posts/wujing)
- [I Can’t Hear Clearly](https://suxiworld.com/en/posts/ting-bu-qing) — [Chinese original](https://blog.suxidejie.com/posts/ting-bu-qing)
- [Intelligence as Reaction-Diffusion: Writing 'Smartness' in Four Equations](https://suxiworld.com/en/posts/intelligence-reaction-diffusion) — [Chinese original](https://blog.suxidejie.com/posts/intelligence-reaction-diffusion)
- [Yu Deng won the Fields Medal. The profiles still did not explain what he proved](https://suxiworld.com/en/posts/deng-yu-fields-medal) — [Chinese original](https://blog.suxidejie.com/posts/deng-yu-fields-medal)
- [A Trump Empire? Six Questions About America's Legal Order](https://suxiworld.com/en/posts/trump-empire-legal-crisis-2025) — [Chinese original](https://blog.suxidejie.com/posts/trump-empire-legal-crisis-2025)
- [The Middle East Is Heating Up. Markets Should Stay Calm About Hormuz](https://suxiworld.com/en/posts/hormuz-markets-june-2025) — [Chinese original](https://blog.suxidejie.com/posts/hormuz-markets-june-2025)
- [The Swiss Franc Is Too Strong. Is It Still Worth Owning?](https://suxiworld.com/en/posts/swiss-franc-safe-haven-2025) — [Chinese original](https://blog.suxidejie.com/posts/swiss-franc-safe-haven-2025)
- [How Harvard Could Fight Trump: From the Courts to an Education Supply Chain](https://suxiworld.com/en/posts/harvard-trump-education-supply-chain) — [Chinese original](https://blog.suxidejie.com/posts/harvard-trump-education-supply-chain)
- [Choosing an Education Path in China: School, Money and the Family Behind It](https://suxiworld.com/en/posts/education-path-2025) — [Chinese original](https://blog.suxidejie.com/posts/education-path-2025)
- [A Preface for People Trying to Make Sense of Money, Technology and Their Own Lives](https://suxiworld.com/en/posts/preface-money-technology-times) — [Chinese original](https://blog.suxidejie.com/posts/preface-money-technology-times)
- [Investing and Trading Are Not the Same Road to Wealth](https://suxiworld.com/en/posts/investing-versus-trading) — [Chinese original](https://blog.suxidejie.com/posts/investing-versus-trading)
- [What Wealth Actually Means: Money, Assets, Liquidity and Freedom](https://suxiworld.com/en/posts/understanding-wealth-rational-path) — [Chinese original](https://blog.suxidejie.com/posts/understanding-wealth-rational-path)
- [The Tax Rule Behind America's Retreat from China R&D](https://suxiworld.com/en/posts/section-174-china-rd-retreat) — [Chinese original](https://blog.suxidejie.com/posts/section-174-china-rd-retreat)
- [America Chooses the Cave: What Trump’s Tariff Hammer Is Really For](https://suxiworld.com/en/posts/trump-tariff-hammer-2025) — [Chinese original](https://blog.suxidejie.com/posts/trump-tariff-hammer-2025)
- [Does an AI Decoupling Bill Run Into the First Amendment?](https://suxiworld.com/en/posts/ai-decoupling-first-amendment) — [Chinese original](https://blog.suxidejie.com/posts/ai-decoupling-first-amendment)
- [The Entropy Wall, the Brain and Gödel: A Readable Thought Experiment](https://suxiworld.com/en/posts/entropy-wall-brain-ai-godel-readable-2025) — [Chinese original](https://blog.suxidejie.com/posts/entropy-wall-brain-ai-godel-readable-2025)
- [Neural Networks, Human Brains and Gödel: A Mathematical Thought Experiment](https://suxiworld.com/en/posts/entropy-wall-brain-ai-godel-2025) — [Chinese original](https://blog.suxidejie.com/posts/entropy-wall-brain-ai-godel-2025)
- [A Toy Model of Human Intelligence: Neurons, Connections, Learning and Speed](https://suxiworld.com/en/posts/human-intelligence-model-2025) — [Chinese original](https://blog.suxidejie.com/posts/human-intelligence-model-2025)
- [Three Ways to Judge a Natural Language](https://suxiworld.com/en/posts/natural-language-cognition) — [Chinese original](https://blog.suxidejie.com/posts/natural-language-cognition)
- [Calculus as a Basic Way of Seeing the World](https://suxiworld.com/en/posts/calculus-basic-worldview) — [Chinese original](https://blog.suxidejie.com/posts/calculus-basic-worldview)
- [Thinking in Time: The Mental Cost of Adding Another Dimension](https://suxiworld.com/en/posts/thinking-in-time-mental-cost-2024) — [Chinese original](https://blog.suxidejie.com/posts/thinking-in-time-mental-cost-2024)
- [Did Twenty Years of Development Make Life Better?](https://suxiworld.com/en/posts/development-life-better-2004) — [Chinese original](https://blog.suxidejie.com/posts/development-life-better-2004)
- [Economic Notes, July 2024](https://suxiworld.com/en/posts/economic-observation-2024-07) — [Chinese original](https://blog.suxidejie.com/posts/economic-observation-2024-07)
- [Economic Commentary and Forecasts, February 2024](https://suxiworld.com/en/posts/economic-commentary-2024-02) — [Chinese original](https://blog.suxidejie.com/posts/economic-commentary-2024-02)
- [China's Stock Market Crash on February 5, 2024: The Bigger Debt Story](https://suxiworld.com/en/posts/china-stock-market-debt-2024) — [Chinese original](https://blog.suxidejie.com/posts/china-stock-market-debt-2024)
- [Blossoms Shanghai, Part One: A Crowded Scroll of a City](https://suxiworld.com/en/posts/blossoms-shanghai-review-part-one) — [Chinese original](https://blog.suxidejie.com/posts/blossoms-shanghai-review-part-one)
- [Economic Forecast, November 2023: China, Europe, the US and Japan](https://suxiworld.com/en/posts/economic-forecast-2023-11) — [Chinese original](https://blog.suxidejie.com/posts/economic-forecast-2023-11)
- [Rethinking Wealth: Measure Your Share, Not Your Currency Balance](https://suxiworld.com/en/posts/rethinking-wealth-share) — [Chinese original](https://blog.suxidejie.com/posts/rethinking-wealth-share)
- [Friends Who Drift Away](https://suxiworld.com/en/posts/friends-who-drift-away) — [Chinese original](https://blog.suxidejie.com/posts/friends-who-drift-away)
- [I Love Shanghai So Damn Much](https://suxiworld.com/en/posts/i-love-shanghai-halloween-2023) — [Chinese original](https://blog.suxidejie.com/posts/i-love-shanghai-halloween-2023)
- [China's Economy and What Comes Next: The Micro View](https://suxiworld.com/en/posts/china-economy-micro-view-2023) — [Chinese original](https://blog.suxidejie.com/posts/china-economy-micro-view-2023)
- [China's Economy and What Comes Next: The Macro View](https://suxiworld.com/en/posts/china-economy-macro-view-2023) — [Chinese original](https://blog.suxidejie.com/posts/china-economy-macro-view-2023)
- [Back in China, August 2023: Notes from Tianjin and Shanghai](https://suxiworld.com/en/posts/back-in-china-tianjin-shanghai-2023) — [Chinese original](https://blog.suxidejie.com/posts/back-in-china-tianjin-shanghai-2023)
- [China Economic Forecast, 3 July 2023](https://suxiworld.com/en/posts/china-economy-prediction-2023-07-03) — [Chinese original](https://blog.suxidejie.com/posts/china-economy-prediction-2023-07-03)
- [Why Start a Blog in 2023?](https://suxiworld.com/en/posts/why-start-blog-2023) — [Chinese original](https://blog.suxidejie.com/posts/why-start-blog-2023)
- [Omnipotent Youth Society](https://suxiworld.com/en/posts/omnipotent-youth-society) — [Chinese original](https://blog.suxidejie.com/posts/omnipotent-youth-society)