A compiler will tell you what is wrong. On top of that the intent is 100% preserved even when it is wrong.
An LLM will transform an arbitrarily vague input into an output. Adding more specification may or may not change the output.
There is a fundamental difference between asking for “make me a server in go that answers with the current time on port 80” and actually writing out the code where you _have to_ make all decisions such as “wait in what format” beforehand. (And using the defaults is also making a decision - because there are defaults)
Compilers have undefined behaviour. UB exists in well defined places.
Even a 100% perfect LLM that never makes mistakes has, by definition, UB everywhere when spec lacks.
We're telling them what to do in a loop. Instead we should be declaring what we want to be true.
You can certainly write in imperative or functional but you are still telling the computer what you want. LLM use impercise language can generate loose binding the actual reality people one. They have there use cases too but they have a radically different locus of control. Compilers don't ask you to give up percision either they will do what you tell them to do. AI can do whatever it thinks is the most likely next token which is foundationally different from what we do when we engage in programming or writing in general
