How I Learn

Seven pathways, a few hard-won principles, and the moments that changed how I think about thinking.

I have been a serious reader for most of my life — over five thousand books catalogued in Annotary, perhaps half of them genuinely absorbed. But reading is not the same as learning. The books that changed me did so because something outside them completed a circuit. A conversation. An experience. A problem I couldn't solve by the usual means. Learning, I've come to believe, is what happens when new information meets something you already care deeply about — and neither survives the encounter unchanged.

In 1975 I discovered two books in a small bookstore in Hermosa Beach, CA. Alan Watts' The Way of Zen started me on the Buddhism path, and The Structure of Magic by Bandler & Grinder led me to Gregory Bateson and systems thinking. Those two discoveries planted seeds that have shaped my thinking ever since.

Seven Pathways

Over decades of reading and building, I've noticed that the books and experiences that moved me most tend to cluster around seven recurring themes. These aren't disciplines — they bleed into each other constantly. They're more like orientations: directions you can face when you want to understand something deeply.

Pathway 1
How Things Work
Mechanisms, systems, feedback loops. The satisfaction of understanding why something behaves the way it does — from IMS hierarchical databases to morphogen gradients in developing embryos. Feynman belongs here. So does Bateson.
Pathway 2
How People Work
Behavior, cognition, development, change. Erickson's insight that change happens through experience, not instruction. Bandler and Grinder's discovery that language shapes reality as much as it describes it. The question of what a human being actually is.
Pathway 3
How Knowledge Works
Epistemology — how we know what we think we know. Bateson's "pattern which connects." Gödel's incompleteness. The realization that every model is wrong and some are useful. The deepfake problem: how do you know anything in a world of manufactured evidence?
Pathway 4
How Society Works
Institutions, democracy, markets, power. Hayek's knowledge problem. Madison's checks and balances. The twelve democratic pathologies Rigwatch catalogs. The gap between how we talk about democracy and how it actually functions.
Pathway 5
How Creativity Works
What it means to make something new. Design science. Fuller's conviction that you can do more with less if you think structurally. The GEB question: can a system be aware of itself? Where do ideas come from, and why do some survive?
Pathway 6
How Learning Works
The meta-pathway. Polya's heuristics. Bateson's deutero-learning — the dolphin who discovers that producing new behaviors is what gets rewarded, not repeating the old ones. The difference between information and understanding. How to teach.
Pathway 7
How the Inner Life Works
Contemplative practice, attention, the observing self. Zen. Deikman's foreground/background. The drunken monkey of untrained mind versus the quiet that becomes possible. This pathway runs underneath all the others.

Four Principles

These are less polished than the pathways — more like rules I keep relearning:

1
Draw a picture first.

Polya said it about mathematics: before you try to solve a problem, visualize it. Make it spatial. This works in almost every domain. The moment you can see a thing, you understand it differently than when you could only read about it. Build the model before you claim to understand what it models.

2
Experience beats instruction.

Erickson's core insight, and the one I keep reconfirming. You do not understand a feedback loop until you have tuned one. You do not understand gene expression until you have run a PCR. You do not understand spontaneous order until you have watched Conway's Game of Life run. Explanation is a map. Experience is the territory.

3
Watch for the fourth-level connection.

First-level: two facts side by side. Second: a pattern across them. Third: a principle beneath the pattern. Fourth: the moment the principle illuminates something apparently unrelated and makes you laugh or catch your breath. That's the signal. The joke that arrives unexpectedly. The Aha. When you feel it, stop — you've found something real.

4
Every paradigm eventually fails.

Gödel proved it for formal systems: no system powerful enough to be interesting can be both complete and consistent within itself. I've lived through enough paradigm shifts in technology to believe the same applies everywhere. IMS gave way to relational. Relational gave way to NoSQL. The meta-skill is not knowing the current paradigm deeply — it's recognizing when it's running out of road.

The Dolphin Moment

Gregory Bateson spent time with John Lilly studying dolphins. A trainer was trying to teach a dolphin new behaviors — rewarding novelty, not repetition. After several sessions, something shifted. The dolphin arrived agitated, then produced fourteen new behaviors in a row — behaviors never observed in that species before. It had grasped the meta-rule: the game is about newness itself, not about any particular trick.

Bateson called this deutero-learning — learning to learn. The external signal is a sudden burst, not an incremental improvement. I've felt it a handful of times in my life. Both books in that Hermosa Beach bookstore were dolphin moments. So was the first time I understood what Bateson meant by "the pattern which connects."

This page is a beginning. The full treatment lives in the Dance manuscript — a work in progress for many years. But the outline is here, and the outline is honest.