Principlev1PR-243
Train perceptual systems through structured pattern exposure
Train perceptual systems through structured pattern exposure rather than through explicit rule-following or information accumulation.
Why This Is a Principle
This principle follows from multiple axioms about expertise: Expertise Transforms Perceptual Chunking (expertise changes chunk size), Expertise Through Deliberate Practice (expertise develops through deliberate practice building mental representations), Valid Intuition Requires Stable Regularities and Feedback (expert intuition requires prolonged practice with feedback), and Compiled Pattern Recognition Outpaces Rule-Following (pattern recognition operates faster than rule-following). It prescribes a specific training approach—pattern exposure over rule memorization—that applies across all skill domains.