Auditing Artificial Intelligence Systems for Bias in Employment Decision-Making
Quick Hits Jurisdictions such as California, New York City, Colorado, Illinois, and the European Union (EU) variously require (or plan to require) and encourage bias testing, notices, transparency, and, in some cases, public summaries. AI involvement can create substantial legal risk, even when humans make the final decisions; AI-influenced scores, rankings, or screens can still be treated by regulatory authorities as decision-making, triggering validation, bias-testing, notice, and transparency duties—with “cutoff”…

