Predictive policing is an approach to policing that uses algorithms to predict when future crimes are most likely to occur. Through artificial intelligence, data is gathered and used to identify suspicious patterns, locations, activity, and individuals. The technology is based on network models and risk models. Network models predict specific types of crime using information based on time and location to predict when and where to look for crimes. The prediction model utilizes geo-spatiality to provide information on crimes. In 2008, then-Chief William Bratton began working with federal agencies to assess the use of a more predictive approach to policing. Though certain cities such as Santa Cruz, Oakland, and New Orleans banned predictive policing over concerns surrounding its disproportional effects on racialized communities, the practice continues in the LAPD.
