AI development has been lauded as a transformative force, promising to alter our world in astounding ways. Yet, beneath the glossy surface lies a darker facet. We must analyze AI's essence to expose its underlying colors before it slides our control. AI's bias can amplify societal problems Explainability in AI systems remains a critical challeng