Right, or at any rate, the problems they do solve are ones of document-construction, which may sometimes resemble a different problem humans are thinking of... but isn't actually being solved.
For example, an LLM might take the string "2+2=" and give you "2+2=4", but it didn't solve a math problem, it solved a "what would usually get written here" problem.
We ignore this distinction at our peril.