Artificial Intelligence (AI) continues to advance, it raises crucial ethical questions that need to be addressed to ensure its responsible development and deployment. At the core of the debate is the issue of fairness. AI systems are trained on large datasets, and if these datasets are biased, the AI can perpetuate or even exacerbate inequalities,…