Predictive analytics systems merely extrapolate from the past; if the past is discriminatory, they codify that discrimination. If we want the future to be better than the past, moral imagination is required, and that’s something only humans can provide [87]. Data and models should be our tools, not our masters.
This is notherf gredat point. If the source we are uing has been taken in a time filled with negative attributes towards certain portions of a population, the results extracted from that data will refñect those same bad conclusions.
