The realm of machine intelligence (AI) often feels like a unfathomable black box. We perceive its astonishing capabilities, from generating text to processing images, yet the inner workings remain largely obscure. This absence of transparency can be both fascinating and concerning. To truly harness the power of AI, we must strive to decode its comp