The realm of machine intelligence (AI) often feels like a mysterious black box. We perceive its impressive capabilities, from producing text to interpreting images, yet the inner workings remain largely unknown. This lack of transparency can be both captivating and concerning. To truly harness the power of AI, we must strive to unravel its complexi