The realm of machine intelligence (AI) often feels like a unfathomable black box. We observe its remarkable capabilities, from generating text to processing images, yet the inner workings remain largely unknown. This absence of transparency can be both fascinating and alarming. To truly utilize the power of AI, we must strive to unravel its complex