Bias mitigation should be aligned with relevant existing and emerging legal standards. This includes national and state laws covering AI use in hiring, eligibility decisions (e.g., credit, housing, education), discrimination prohibitions (e.g., race, gender, religion, age, disability status), privacy, and unfair or deceptive practices.