AI Knowledge Workflow: From Information to Records, Knowledge, and Creation
Four Names for Four Different Kinds of Work My notes used to grow in one direction: inward. Links entered, fragments accumulated, folders changed …
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Tools, agents, and engineering practice
GEO Measurement in 2026: A Reproducible Citation and Referral Protocol
The short answer: there is no single GEO score GEO measurement becomes misleading the moment four different events are compressed into one number. …
GEO Blog Rebuild Case Study: Running the Five-Layer Model on Real Data
The answer first: a clean technical audit was not the same as demand In July 2026, I put the previous four chapters’ five-layer GEO model against my …
Off-Site Trust for GEO: Identity, Evidence, and Ethical Distribution
The answer first: trust is evidence, not a platform trick A technically healthy page can be crawlable, clear, and quotable and still receive no …
Structured Content for GEO: A Reader-First Playbook
The answer first: structure is a promise to the reader Good structure reduces the amount of reconstruction a reader must do. A useful technical …
How AI Search Retrieves and Cites Sources: A Testable GEO Model
The answer first: there is no universal citation algorithm AI search does not expose one shared pipeline that publishers can reverse-engineer into a …
Growth & Life
Growth, reflection, and lived experience
April 2026 Thought Notes
2026年4月思考笔记 AI 知识时效性：从 RAG 到元认知的解决思路 2026 年 04 月 30 日 - 14:46:26 有些工具现在用的是时效性的方法 比如说是通过一些 API 或者 RAG 系统挂在最新的文档 或者是 web search 最新的数据源 元认知层，让模型知道自己不知 …
Maintaining Self-Worth in the Age of AI
Pascal wrote in the 17th century: “All of humanity’s problems stem from one thing: man’s inability to sit quietly in a room alone.” Three hundred …
March 2026 Thought Notes
March 2026 Thought Notes 468 entries this month | Recorded: March 1 - March 31, 2026 Monthly Theme: Angkor Wat · AI Agent · Self-Narrative Core …
Lhasa: Slow and Heavy
This article is available in Chinese. An English translation is in progress. From February to March 2026, I stayed in Lhasa, Tibet - a city that …
Wandering & Growing: 2025-2026 Annual Review
On the edge of a cliff, all logic fails. Only intuition can connect with the world. I wrote this sentence one night in Lhasa. Finding it now, I …
AI and Self-Identity: Who Am I in the AI Age
Preface: This article was written on a night in Lhasa. At an altitude of over 3,000 meters, the air is thin and the stars are very close. One …