AI-Driven Layoff Tools Draw Scrutiny Over Pregnancy Bias
A wave of enforcement scrutiny and legal analysis is now focused on AI-driven employment systems that may embed discrimination in hiring, promotion, scheduling, and layoff decisions—particularly affecting pregnant workers and those on protected leave. The core problem is structural: workers see the outcome of these algorithmic decisions but not the reasoning behind them, making it difficult to detect unlawful bias or mount a legal challenge under existing antidiscrimination statutes.