The realm of machine intelligence (AI) often feels like a unfathomable black box. We perceive its astonishing capabilities, from producing text to analyzing images, yet the inner workings remain largely obscure. This lack of transparency can be both captivating and frightening. To truly utilize the power of AI, we must strive to illuminate its comp