I’m saying that LLMs (models trained on language specifically) are not automatically capable of the same generic function solving.

The network itself can be trained to solve most functions (or all, I forget precisely if NNs can solve all functions)

But the language model is not necessarily capable of solving all functions, because it was already trained on language.