The realm of machine intelligence (AI) often feels like a unfathomable black box. We observe its impressive capabilities, from creating text to interpreting images, yet the inner workings remain largely obscure. This absence of transparency can be both captivating and frightening. To truly harness the power of AI, we must strive to unravel its comp