The rapid advancement of artificial intelligence (AI) brings a myriad of opportunities but also poses significant ethical dilemmas. As we create increasingly sophisticated AI systems, it is essential to carefully consider the potential effects on individuals and society as a whole. Fairness in AI development and deployment is paramount to guarantee