On the Legitimacy of Decision-Making Algorithms that Optimize Predictive Accuracy. The flaws include biased and discriminatory outcomes, opaqueness and lack of transparency, lack of accountability, reinforcement of existing stereotypes, lack of control and consent, potential for misuse or abuse, and the fallibility or incompleteness of data. These flaws pose a