Law- and policy makers should consider new regulations that interpret anti-discrimination laws in light of predictive hiring tools. Predictive or algorithmic hiring technology, increasingly in use by major employers across the world, are subject to human bias and can affect equity throughout the entire hiring process. Current laws and enforcement frameworks must be updated to hold vendors of such technology accountable and ensure that workers and job applicants continue to be treated with fairness in recruiting, interviewing, and selection.