The notion of artificial intelligence (AI) has its origins deeply embedded in the essence of human imagination. From ancient stories featuring sentient automata to the philosophical musings of thinkers like Aristotle and Descartes, the aspiration to replicate human intelligence has long fascinated individuals. The formalization of AI as a distinct