Regime Recognition and the Cost of Asymmetric Errors: When Post-Hoc Learning Beats Theory-First
I’m describing a pattern: capability-first builds operational tools, and post-hoc theory provides handles that make those tools transferable.
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Why This Site Has Four Navigation Systems
In parochial school, we were supposed to carry a notepad and record our assignments. If you were inspected without it, you received a demerit. I never kept the notepad. I forgot one assignment in seven years. I remember it because it was so rare. Seventh grade science fair. We drew numbers 1-30 for presentation order….
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Pattern-Matching as Operational Knowledge: Why Expertise Requires Documentation
Or: What Rock Climbing Taught Me About How All My Work Actually Functions The Realization I was writing about bouldering recently. How practicing hard moves close to the ground lets you build muscle memory and recognition so that when you encounter similar patterns 40 feet up, your body knows what to do without conscious analysis….
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