I expect in the future it will become hybrid. Formal specs provide guardrails for LLMs / AI but within those guards LLMs will author traditional compiler programs and at times drop-down to manually compile / prove certain snippets.
Could we describe the first humans manually writing Assembly and their own higher level abstractions as "compilers"? Loosely I think we could, and LLMs fit the same mold.