Will output quality of an average excel user go down, if the job duties will evolve into verifying LLM output and not performing low-level tasks over and over?

Will output quality of an average excel user go down, if the job duties will evolve into verifying LLM output and not performing low-level tasks over and over? Laziness is a safe bet, so we will see :)