I mean the simple answer here is to just develop proper frameworks for Futamura projections. There's an exact one to one algorithmic correspondence between an i

I mean the simple answer here is to just develop proper frameworks for Futamura projections. There's an exact one to one algorithmic correspondence between an interpreted program and the compiled version of that. GraalVM and PyPy are good options here. Using an LLM is overkill especially when correctness can never be guaranteed by systems who must sample from a probability distribution.