Susan STEM’s Entropy Control Theory

My view of systems: gardens, nature, systems, computers, AI—everything is interconnected.

我的系统观，花园，自然，系统，计算机，AI，万物皆互联 (中文在后面）

Apr 8 • Susan STEM

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March 2026

Building Private Systems in the AI Era: Resilience, Data Localization & Privacy, and Extreme Personalization — Could This Be the Next…

AI时代构建私人系统：韧性，数据的本地化与隐私，极度个性化，会不会是下一个计算机应用的范式？(中文在后面）

Mar 30 • Susan STEM

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Memory is schedulable structure; taste is the gravitational field that continuously biases the future decision space.

记忆是可调度的结构, 品位是未来决策空间持续施加偏置的引力场：程序员需要有自己的外置库，否则无法保持自己的决策延续性——也甚至无法维护自己开发的代码。（中文在后面）

Mar 6 • Susan STEM

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February 2026

From Build to Build Up: The Real Complexity of Programmers in the AI Era

《从 Build 到 Build Up：AI 时代程序员的真正复杂度》中文在后面

Feb 16 • Susan STEM

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January 2026

When Notes Are No Longer Enough: Knowledge Governance in the Age of AI-Assisted Engineering

一种另类笔记尝试（中文在后面）

Jan 31 • Susan STEM

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Seeing the World Through Stephen Wolfram’s Eyes: Twenty Years of “A New Kind of Science”

Stephen Wolfram一直在说他在做新科学啊，从他的角度看范式转移20年前就开始了（中文在后面）

Jan 20 • Susan STEM

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Everyone says that AI will replace white-collar workers, but I believe this claim ignores crucial information.

人人都说AI会替代白领，但我认为这种说法忽略了重要的信息 (中文在后面）

Jan 16 • Susan STEM

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The Double-Edged Sword of Language, the Fatigue of the Web 2.0 Attention Economy, and Why the Only Meaningful Purpose of Intelligence Is to…

语言的双刃剑, Web 2.0的注意力经济疲态，智能唯一有意义的目的就是辅助人类凝聚“长期意图” (中文在后面）

Jan 13 • Susan STEM

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Stephen Wolfram’s view of AI: my biggest takeaway in 2026 is the world’s computational irreducibility—and that our goal is to use AI to find…

Stephen Wolfram 对AI的看法：2026年对我最大的启发，世界的不可约性，我们的目标是利用AI找到“可约口袋”. （中文在后面）

Jan 12 • Susan STEM

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December 2025

The Bottlenecks Developers Encounter and the Engineering Solutions for My Next Phase of Development

开发者遇到的瓶颈和我下一步开发的工程解法 （中文在后面）

Dec 29, 2025 • Susan STEM

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White Paper: Repo Release Bot

Repo Release Bot架构白皮书

Dec 29, 2025 • Susan STEM

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A White Paper on the Systematic Development Path of Intent + Governance + Replay, and How the Release Bot Is Embedded Within This System…

Intent + Governance + Replay系统性开发路径，Release Bot如何嵌入这个系统观的白皮书

Dec 29, 2025 • Susan STEM

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