Before revision:  We demonstrate a fundamental tradeoff between the number of hidden states and the number of hidden timesteps needed to implement any given f using master equation dynamics.
After revision:  We demonstrate a fundamental tradeoff between the numbers of hidden states and the number of hidden timesteps needed to implement any given f using master equation dynamics.