We have come to see with LLM's that language can be generated by using math. Would love to see if this is the same when reading different patterns of code - fu

We have come to see with LLM's that language can be generated by using math. Would love to see if this is the same when reading different patterns of code - functional vs object oriented. Where do product specs or technical specs lie? All of this feels more pseudo-science to me - the distinction between language and math is not well understood at the moment.