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 facet. We must examine AI's essence to uncover its underlying colors before it escapes our control. AI's discrimination can perpetuate societal problems Explainability in AI systems remains