Pattern Generators for AI Minds: What Your Brain's Autopilot Teaches Us About Cognitive Architecture

Your brain runs walking, breathing, and swallowing on autopilot circuits that neuroscientists call Central Pattern Generators. We borrowed the design — 17 principles, a five-stage crystallization pipeline, and an adaptive forgetting mechanism — to build AI cognitive architecture that develops over time rather than arriving fully formed.