The Scheme: A First‑Principles Approach to Understanding (Via Mathematics)

This document delivers a first-principles framework for understanding anything, demonstrated through mathematics. It makes understanding systematic and reproducible. If you already have genuine, felt mastery of how understanding works and can't see yourself using this to learn or teach something new, it's probably not for you. If you'd rather just support my work, tip here: https://selar.com/showlove/praisejamesx. If you want the method, it's here.

What's Inside:

• The complete framework: memes vs. schemes, the four‑chunk limit, dependency trees
• The compilation cycle: Grind, Incubate, Capture, Verify
• Four full demonstrations: Numbers, Arithmetic, Algebra, Logarithms
• The AI prompt that turns any language model into your personal Socratic coach
• Next steps

Enjoy!