The realm of deep intelligence (AI) often feels like a mysterious black box. We observe its remarkable capabilities, from producing text to analyzing images, yet the inner workings remain largely unknown. This deficiency of transparency can be both intriguing and frightening. To truly leverage the power of AI, we must strive to unravel its complexi