Introduction In the age of rapidly advancing technology, artificial intelligence (AI) holds great promise to transform industries and shape our future. However, as AI becomes increasingly integrated into various aspects of our lives, it is crucial to address the biases that can inadvertently perpetuate inequality. Bias in AI algorithms can significantly impact gender, race, and age, reinforcing societal prejudices and