In the world of artificial intelligence (AI) and machine learning (ML), groundbreaking advancements and transformative applications have captured our imagination. From self-driving cars navigating bustling streets to virtual assistants interpreting our voice commands, the achievements of AI and ML have undoubtedly revolutionized numerous aspects of our lives. Yet, beneath the sheen of these achievements lies a dynamic landscape fraught with challenges and limitations that demand careful consideration.