AI Ethics And The Looming Debacle When That New York City Law Requiring Audits For AI Biases Kicks Into Gear A well-intended new law that goes into effect in 2023 for New York City deals with AI biases in automated employment decision-making. Unfortunately, the law has been criticized as containing loopholes, gaps, and other problems. This is anticipated to cause quite a stir once the law gets in gear.