AI development has been lauded as a revolutionary force, promising to reshape our world in astounding ways. Yet, beneath the smooth surface lies a darker facet. We must scrutinize AI's essence to reveal its hidden colors before it escapes our control. AI's discrimination can amplify societal inequities Explainability in AI systems remains a majo