The realm of machine intelligence (AI) often feels like a enigmatic black box. We witness its impressive capabilities, from creating text to interpreting images, yet the inner workings remain largely hidden. This deficiency of transparency can be both captivating and alarming. To truly harness the power of AI, we must strive to unravel its complexi