Different layers learn at different rates. Fast layers handle immediate input—constantly shifting, highly plastic. Deeper layers consolidate slowly—more stable, forming the grooves of identity. Information flows downward through consolidation; stable patterns emerge from chaos. The architecture encodes what should be remembered and at what timescale.