Artificial AI is rapidly evolving, disrupting countless industries and aspects of our daily lives. From autonomous vehicles to personalized experiences, AI's impact is expanding. Emerging technologies in AI are poised to significantly shape the future, presenting both opportunities and complexities. Amongst such trend is the rise of interpretable