This paper discusses the aims and goals of artificial evolution in relation to two of the founding features of A-Life: how to characterize the domain of the possible and the criterion of lifelikeness. It is argued that artificial evolution should aim to understand the evolution of organizations and that this will bring about a better understanding of possible evolutions that could have taken place on Earth.

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