AI advancement has been lauded as a transformative force, promising to alter our world in remarkable ways. Yet, beneath the polished surface lies a darker reality. We must scrutinize AI's foundation to reveal its underlying colors before it fades our control. AI's bias can amplify societal problems Explainability in AI systems remains a major ob