AI development has been lauded as a revolutionary force, promising to transform our world in unprecedented ways. Yet, beneath the polished surface lies a darker facet. We must analyze AI's core to uncover its hidden colors before it fades our control. AI's bias can reinforce societal inequities Explainability in AI systems remains a significant