The emergence of artificial intelligence (AI) presents novel challenges for existing regulatory frameworks. Crafting a comprehensive policy for AI requires careful consideration of fundamental principles such as explainability. Policymakers must grapple with questions surrounding AI's impact on individual rights, the potential for discrimination i