Writing
Everything from the studio in one place — reflections on life's turning points, essays on the ideas, and the research behind the engine.
Reflections
"Ten Turning Points: Why the AI Era Asks You to Know Yourself Better"
"AI is redrawing the old maps of work, education, and identity. When the standard answers expire, every turning point in life comes back to one question: who am I? Ten moments, one mirror."
Read →"The Decade Shift: When Life Changes Season"
"Why do some years feel like the whole world changed texture? The Chinese tradition describes life in ten-year seasons. Knowing which season you're in matters more than pushing harder."
Read →"Your First Job: What AI Can't Take Is Your Temperament"
"The skills you trained for years, AI may match before you graduate. What it can't match is the way you work. In the AI era, the most valuable career homework is meeting your own non-depreciating asset."
Read →"The Career Crossroads: Stay, Leave, or Build"
"Stay or go? Employment or your own venture? The most dangerous thing at a crossroads is making your decision on someone else's timetable. Know your pace before you pick your road."
Read →"Choosing a Partner: See Yourself First"
"We think we're choosing a person; mostly we're repeating a pattern. Seeing your own habits in love — what draws you, what you avoid — matters more than seeing the other person clearly."
Read →"Becoming a Parent: In the AI Era, Read More, Try More, Experience More — Together"
"When the old map stops working, children are freer than ever. Read your child's temperament, then walk beside them: more books, more attempts, more experiences. The reading is your seed catalogue — experience is the sunlight."
Read →"The Midlife Question: A Mirror Before the Second Half"
"That unnameable unease around forty may not be a crisis at all — in the tradition's view of time, it's often just a change of season. The first half's rules have expired; the second half's rules are still unread."
Read →"Moving Abroad: New Soil, Same You"
"Migration, relocation, leaving home — geography can restart; temperament travels in your luggage. In a new language and new soil, knowing yourself stops being an elective and becomes daily homework."
Read →"Loss and Goodbye: Self-Knowledge in the Valley"
"Losing a person, a relationship, or something you thought was solid — the valley is a poor place for big decisions, and a deep place for the honest seeing you don't dare do in ordinary times."
Read →"Renaming Yourself: A Name Is Data"
"The urge to change your name is rarely superstition — it's usually a signal of identity reshaping. In the naming tradition, a name is readable data: read the relationship between your current name and your chart before deciding anything."
Read →"The Second Half of Life: Redefining \"Useful\""
"Retirement isn't an ending — it's a great migration of identity, from 'what I do' back to 'what I am.' The first half proves outward; the second half settles inward. The earlier you take this course, the gentler the landing."
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Essays
2026-05-19
Why The Hallmark Institute Begins with Bruce Lee · What the Chart Teaches About Gratitude and Compassion
The Hallmark Institute's first public reading study goes to Bruce Lee. Why? Because his life is the clearest example of "a shape given by the chart, walked completely by one person."
Read →2026-05-19
The Nine Period + AGI · Why Now Is the Time to Know Yourself
A long essay on the convergence of the AI era and the Nine Period of Fire — why this is the most critical moment to know your chart.
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Research
2026-07-20
The Engine Loop — How Far Is This System From "Bazi AGI"?
Our second research paper. With the learning loop's mechanism now complete and verified to fire, the distance to a system that measurably predicts is no longer unbuilt machinery — it is data and a falsifiable, pre-registered test. We keep the ugly numbers in.
Read →2026-07-19
BAZI AGI — Architecture & Roadmap
Our first research memo. The layered design — a deterministic calculation substrate, a grounded interpretive layer, subject memory, and the learning loop that is the real moat — with an honest gap table and a phased roadmap. Every claim tied to an artifact.
Read →Engine Report
Progress and verification notes — including the null results we publish anyway.
Read →The Hallmark Institute
Methodology and benchmark self-testing.
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Chronicle
The Chronicle · 世界紀元錄
Major world events, placed back into the frame of the Nine Periods and flying stars.
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