Cross-Domain Action & Resilience
“Cross-Domain Action & Resilience” focuses on how knowledge is brought into real-world practice.
Rather than organizing content by discipline, this category examines how different forms of understanding are applied, connected, and tested in lived situations.
The practices presented here span maritime culture and navigation experience, sailing and risk judgment, international collaboration through IYFR and Rotary networks, community resilience building, FEMA-based crisis preparedness, and cross-cultural cooperation in international contexts.
Beyond cultural observation, supply chain research, AI semantic engineering, and sustainability thinking,
this section documents how Nelson Chou translates understanding into actionable knowledge —
knowledge that can be used in real settings, whether at sea, in international collaboration, in crisis response, or in sharing lived cultural experience in ways others can actually apply.
Subcategories under this section are organized by forms of application, not by topic.
While they may appear different on the surface, they are connected by one principle:
When understanding becomes action, it becomes resilience.
Investment Thinking ╱ Risk Governance When the Market Tells You to Go All-In In an Era of Compressed Volatility, Why Exit Conditions Matter More Than Entry Logic Tuan-Cheng Chou | Cultural Systems Observer · AI Semantic Engineering Practitioner · Founder, Puhofield Contents 01A Question Left Unasked 02How the Safety Model Was Built: When “Stability” Became the Default…
nelsonchou.com — Cross-Domain Resilience Personal Case Record Metabolic Restoration · Physician-Supervised · Four Months Rebuilding Body Resilience: A Four-Month Physician-Supervised Metabolic Restoration This is not a weight-loss story. It is a documented process of reversing insulin resistance, reducing visceral fat, and resolving chronic inflammation — with a physician, structured data, and a life that kept…
Generative Compression and Trust Structures Nelson Amplification Framework and TDR v1.0 Manifesto Nelson Chou | Cultural Systems Observer · AI Semantic Practitioner · Founder of Puhofield S0 | Generative Compression and Structural Displacement In a winter kitchen, a woman pours hot water into a glass carafe; steam rises as dragon-eye flower tea unfurls in the…
The Democratization of Generative Power: Structural Realignment and Judgment Resilience in Advertising Nelson Chou | Cultural Systems Observer · AI Semantic Engineering Practitioner · Founder of Puhofield I. When Generative Power is No Longer Scarce Over the past year, a structural phenomenon has been unfolding. Almost everyone is using AI to generate images, music, short…
Copper-Silver Busbars and Cold Wave Logic — Reassessing Resilience: From Hand Warmers and Drones to Arctic Agriculture Nelson Chou | Cultural Systems Observer · AI Semantic Engineering Practitioner · Founder of Puhofield S0 | When the Cold Wave Hits, Temperature Isn’t the First Thing on My Mind Several continental cold air masses have swept south…
Educational Risk Structures in the High-Multiplier Era: From Nelson’s Law of Amplification to the Layered Design of Human Decision Resilience Nelson Chou | Cultural Systems Observer · AI Semantic Engineering Practitioner · Founder of Puhofield S0 | When Educational Anxiety Transcends Borders: The Problem is No Longer Just Education A rare consensus is forming across…
Making Continuous Service Possible Practical Observations on AI and Service Work from a Rotarian’s Perspective Nelson Chou | Cultural Systems Observer · AI Semantic Engineering Practitioner · Founder of Puhofield Author’s Note: At the time of writing, the author served as Past President (PP) of the Rotary Club of Taipei New Generation (District 3523). The…
How a Bowl of Lu Rou Fan Wakes a City—and Stays with It Until Night Nelson Chou｜Cultural Systems Observer・AI Semantic Engineering Practitioner・Founder of Puhofield S0｜Why Begin with Lu Rou Fan in Taipei City If we stretch the timeline—decades, even close to a century—you’ll notice that Taipei City’s lu rou fan is not something that suddenly…