Natural language -> Formal Language with LLM-assisted tactics/functions -> traditional tools (eg provers/planners) -> expert-readable outputs -> layperson-reada

Natural language -> Formal Language with LLM-assisted tactics/functions -> traditional tools (eg provers/planners) -> expert-readable outputs -> layperson-readable results. I can imagine many uses for flows where LLM’s can implement the outer layers above.