AI development has been lauded as a transformative force, promising to transform our world in remarkable ways. Yet, beneath the smooth surface lies a darker reality. We must examine AI's foundation to expose its true colors before it slides our control. AI's discrimination can reinforce societal issues Explainability in AI systems remains a sign