Hidden in the twilight of common misconceptions and in the shadow of skepticism lies the idea that online language models, gracefully walking through the maze of human language, are incapable of traversing the rougher, more structured terrain of mathematical formulas. In this lengthy and somewhat poetic essay, we are guided by a wonderful series of mathematical formulas that are both classical and modern, to show that the horizons of these language models extend beyond what is usually assumed.