AI progress has been lauded as a transformative force, promising to transform our world in unprecedented ways. Yet, beneath the smooth surface lies a darker reality. We must analyze AI's foundation to reveal its underlying colors before it fades our control. AI's discrimination can perpetuate societal issues Transparency in AI systems remains a