This information is not created inside the LLMs, it's part of their training data. If someone is motivated enough, I'm sure they'd need no more than a few minutes of googling.
> I do feel like this is more than a math formula
The sum is greater than the parts! It can just be a math formula and still produce amazing results. After all, our brains are just a neat arrangement of atoms :)