As artificial intelligence technology rapidly advances, societal considerations are coming to the top of the agenda. The newest developments in this domain have highlighted the criticality addressing algorithmic fairness. Researchers are emphasizing the need for robust frameworks to ensure that AI is developed and implemented in a beneficial manne