Discrimination: Considerations for Machine Learning, AI Models, and Underlying Data

This issue brief defines discrimination (including distinguishing between discrimination, unfair discrimination, and unjust discrimination); presents practical methods for testing and monitoring algorithms; provides a regulatory overview of the issue; and identifies considerations for actuaries, algorithm creators, and regulators.