The realm of machine intelligence (AI) often feels like a unfathomable black box. We perceive its impressive capabilities, from generating text to processing images, yet the inner workings remain largely unknown. This lack of transparency can be both intriguing and frightening. To truly leverage the power of AI, we must strive to unravel its comple