Artificial intelligence is such a dynamic and advanced tool as people are committed to continuous innovation and in-depth innovation exploration on the development path of how to imitate humans and which functions to imitate humans. Its level of intelligence is basically verified or measured by the dimension, depth, and validity of imitation; its imitation value regulation and social governance is gradually realized in the "humanities + technology" way of technological value, social value, moral and ethical value and other research results. As McEwan pointed out, since human history, no matter what cultural background they are in, people have always had a common dream, that is, to create an "artificial version of ourselves" non-reproductively, so that we can act like a God and create human beings as God did, that is, to create multifunctional artificial men. It can be seen from the perspective of people-oriented development that, the evolution and development history of AI is based on the "type" of human beings, constantly innovating and imitating people’s physical strength, intelligence, and "physical strength + intelligence" to achieve higher and deeper levels, and "human beings" are made intelligently to achieve the practical exploration of history that further liberates human beings. AI in the entire evolution process can reflect the formation and evolution of AI intelligence levels in a certain dimension and depth at the same time, and the operating paradigm is "human imitation". At the same time, engineering knowledge such as the technical value, social value, and moral and ethical value of AI imitation principles and imitation values regulation has been gradually accumulated and improved in this process. On the one hand, the development of AI from mechanical mechanics technology to informatization and intelligent technology has enabled the development of the single liberation of physical labor towards the full service of human freedom and liberation. In a sense, AI has obtained theoretical accumulation, technical accumulation and a large-scale engineering paradigm. On the other hand, the more common and in-depth applications of AI have caused people to worry about their own future social activities, which set off a wave of value control research that reflects the intelligence level with its imitation of human intelligence, such as the rise of research on technological value, social value, moral and ethical value of artificial intelligence. For this reason, we should sort out the evolution and development of AI and its value regulation laws, especially clarify the value standards, value regulation measures, and value regulation quality and effectiveness of the human imitation principle in each course. Starting from each specific intelligence level, the value control knowledge of the imitation principle should be used to guarantee the sustainable development of its positive effects, and the elimination and shield of the negative effects. It is helpful to promote the comprehensive and in-depth intelligent integration application of AI under the upward and good value regulation, to achieve broader and sustainable deep intelligent integration application of AI, and to realize that AI is only a helpful assistant in human social activities in the future society which is a morally chosen laborer who promotes people’s social activities 24 hours a day, online and offline.