The realm of deep intelligence (AI) often feels like a mysterious black box. We observe its impressive capabilities, from generating text to analyzing images, yet the inner workings remain largely obscure. This absence of transparency can be both captivating and frightening. To truly utilize the power of AI, we must strive to unravel its complexiti