There will always be lots to do for those who are motivated to find such things. While the objective value of a thing may change greatly, the subjective value can be kept fairly constant. Just think about all the retro-x enthusiasts.
LLMs have the potential to eliminate a lot of rudimentary tasks. The brain should find better things to do than locating the closest number in two lists. It isn't all doom and gloom.