I think it’s far more likely that a specialized model would be make for a such a task. Just like with chip design.

I’d be surprised if they weren’t already using some kind of ML/statistical analysis in the design of engines.

When I read AI, though, I was assuming you meant LLMs, not one of several statistical modeling technique.