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A pioneer in predictive policing is starting a troubling new project - The Verge
Wilson also pointed out that the paper fails to incorporate documented approaches to evaluating biased outcomes in machine learning: “The authors could have [looked at] whether their algorithm achieves statistical parity across races and ethnicities … They also could have looked for so-called disparate mistreatment by looking to see if the classification errors are evenly spread across these groups. But they did none of this, even though the methods to do so are well-known in the fair algorithms and even the predictive policing literature.”

As for Brantingham’s and his co-authors’ insistence of how preliminary this research is, Wilson noted a similar defense was used for controversial research using AI to identify sexual orientation or criminality. Like Brantingham’s paper, “both of these studies also had fundamental methodological problems. But that doesn’t obviate the essential ethics of the research itself: should we be doing this research at all?”
ee  ai  crime  predictive_policing  gangs 
may 2018 by osi_info_program

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