The realm of machine intelligence (AI) often feels like a mysterious black box. We observe its remarkable capabilities, from generating text to analyzing images, yet the inner workings remain largely hidden. This deficiency of transparency can be both captivating and concerning. To truly leverage the power of AI, we must strive to decode its comple