I don't think it will be a problem for long, as AI systems evolve they will be able to find those elegant solutions and explanations for you in due time...
I have noticed this with autoresearch too, the solutions and improvments that you get are incremental and not groundbreaking. Humans, have a way find elegant solutions and also seem to solve that problem. Then again, beauty is in the eye of the beholder, and I might be wrong.