I would theorize that, the AI is "merely" manipulating an internal array (either the text-answer box, or some internal thinking layer) while abiding by the "com

I would theorize that, the AI is "merely" manipulating an internal array (either the text-answer box, or some internal thinking layer) while abiding by the "compilation rules" of whatever Language the user has input. This producing a result that mirrors that of a proper compiler. To test this hypothesis, I would input python programs with more variables/functions/language features. I would expect the non-compiler AI to return an invalid response at some point, unable to "step theough" complex programs with only basic pattern matching. I don't know if rigorous CS proofs of "Turing Machine-Emulation" also hold for a Language model.