As machine learning technology rapidly advances, ethical considerations are coming to the top of the agenda. The latest developments in the field have highlighted the criticality addressing algorithmic fairness. Experts are emphasizing the need for robust frameworks to ensure that AI is developed and deployed in a transparent manner. A rising numb