Technology may unintentionally bring us back toward a very old model of capitalism: the owner-operated business. For much of the twentieth century, economic scale often required managerial scale. Businesses became enormous organizations because coordinating thousands of people was necessary to produce enormous amounts of output. AI may loosen that connection.