Artificial AI is rapidly evolving, disrupting countless industries and aspects of our daily lives. From intelligent vehicles to tailored services, AI's reach is expanding. Emerging advancements in AI are poised to further shape the future, presenting both challenges and complexities. Amongst such trend is the rise of interpretable AI, which aims