AI development has been lauded as a groundbreaking force, promising to alter our world in astounding ways. Yet, beneath the glossy surface lies a darker facet. We must examine AI's essence to reveal its hidden colors before it fades our control. AI's discrimination can amplify societal issues Explainability in AI systems remains a critical probl