AI development has been lauded as a transformative force, promising to alter our world in unprecedented ways. Yet, beneath the polished surface lies a darker reality. We must scrutinize AI's essence to uncover its hidden colors before it slides our control. AI's discrimination can reinforce societal problems Explainability in AI systems remains