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In recent years, with the development of artificial intelligence (AI) and big data, police activities have gradually become data-oriented and predictive, gradually forming a trend of predictive policing. This development has been combined with computer software in the United States to develop a variety of predictive police activity programs based on location, people and time, and has been applied to crime prevention and investigation. Although it has achieved great results, it has also caused many problems. The main purpose of this article is to explore this issue, make a bird's-eye view of the evolution and application of predictive police activities, and even the problems derived from it, and review the possible future problems in our country based on the discussions of American scholars and find out a solution The solution.