The realm of deep intelligence (AI) often feels like a mysterious black box. We perceive its astonishing capabilities, from producing text to processing images, yet the inner workings remain largely obscure. This absence of transparency can be both fascinating and concerning. To truly harness the power of AI, we must strive to unravel its complexit