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PID-Regulated Cellular Automaton — Video

A short demonstration of the interactive lab.

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A cellular automaton whose update rule is a per-cell PID controller: each cell measures its active-neighbor count against a target and computes proportional, integral, and derivative terms to decide its next state. The result is a rule family with local memory (integral windup), local anticipation (derivative), and tunable dynamical regimes — under-damped ripples, critically-damped blobs, over-damped glassy creep — all from the same control-theoretic mechanism.