Pattern Generators: What Your Brain's Walking Circuits Teach Us About AI Architecture

Central pattern generators — the neural circuits that produce rhythmic movement without conscious thought — offer 17 design principles for autonomous AI systems. We mapped them from neuroscience to software architecture, built a five-stage crystallization pipeline, and validated the results against 30+ literature sources.