The rapid advancement of artificial intelligence (AI) presents a myriad of opportunities but also poses significant ethical dilemmas. As we create increasingly sophisticated AI systems, it is vital to thoughtfully consider the potential impact on individuals and society as a whole. Fairness in AI de