We created a problem for ourselves that was fun -- games -- but once we'd beaten "games", the reward function kept running and now we're adversarially inventing new ways to "optimally" beat harder and harder versions of "games", ie new objectives, new limitations, new allowable orderings of elements within the games, etc.
I wonder what 50 years of this will yield!