Artificial intelligence represents a intriguing frontier in technological evolution. Its efficacy to enhance complex tasks and generate innovative solutions is undeniable. Yet, considering its remarkable developments, the underlying principles that drive AI remain somewhat unclear. Scientists are constantly striving to elucidate the nuances of AI,