Employment-Discrimination Risk Persists Amid Changing US Enforcement Priorities

US and European CHROs continue to face exposure from facially neutral hiring, restructuring, monitoring, and AI-enabled workforce policies. OPM's RIF procedures heighten the importance of performance-rating consistency, calibration, retention-register accuracy, documentation, legal review, and transparent human accountability, while AI bias research reinforces ongoing testing beyond traditional protected classes.