Artificial intelligence (AI) has made remarkable strides, but its inner workings often remain a mystery. Like a black box, AI models can produce precise results without always revealing the reasoning behind their decisions. This lack of transparency poses obstacles in diverse domains, from healthcare and finance to criminal justice. To build trust