I don't think it matters much what kind of problem it is. If it is challenging enough to benefit from assistance and you end up playing a minor role in the solution, it seems like you are putting yourself in the worst position possible. You lose your edge for functioning within the problem space and it raises the question why you are even in the loop at all. If its job security you want, transforming your role into LLM babysitter seems like the worst way to ensure it.