No Robot Bosses Act

The "No Robot Bosses Act" (HR 6371) prevents employers from making final employment decisions (like hiring, firing, or promotions) using automated systems without human oversight. It requires companies with 11+ employees to test these systems for bias against protected groups, explain how they work in plain language to workers, and provide opportunities for workers to dispute automated decisions through human review. The bill creates a new Technology and Worker Protection Division within the Department of Labor to enforce these rules and requires annual public reports on bias testing. It also includes strong whistleblower protections for workers who report violations. The law applies to most employers but excludes certain government entities and labor organizations acting in their representative capacity.