There are thousands of games that mimic each other, and only a handful of them are any good.
What makes you think a mechanical "predict next frame based on existing games" will be any good?
What makes you think a mechanical "predict next frame based on existing games" will be any good?
We could build a 'game' which would learn and adapt to precisely the chemistry that makes someone tick and then provide them a map to find the state in which their brain releases their desired state.
Then if the game has a directive - it should be pointed to work as a training tool to allow the user to determine how to release these chemicals themselves at will. Resulting in a player-base which no longer requires anything external for accessing their own desired states.