machine model due to the difficulty of analyzing it with mathematical precision. He went on to instead develop an even more abstract model self-replicator based on cellular automata. His original kinematic concept remained obscure until it was popularized in a 1955 issue of Scientific American.

Von Neumann's goal for his self-reproducing automata theory, as specified in his lectures at the