The rapid advancement of artificial intelligence (AI) technologies has brought about remarkable capabilities and benefits across various sectors. However, these developments also introduce significant ethical considerations that must be addressed to ensure AI's positive impact on society. Fairness, accountability, and transparency in AI systems are critical components of ethical AI, requiring diligent focus from developers,…