The (Im)possibility of Fairness: Different Value Systems Require Different Mechanisms For Fair Decision Making.

The article discusses the concept of fairness in the design of automated machine learning-based decision-making systems, and presents a framework for comprehending terms such as individual fairness and group fairness as they pertain to U.S. and British civil rights laws. The article discusses the decision making process of college admissions with the use of an algorithm, the goal of non-discrimination, and the significance of worldviews.