It was always the only end game. AI on quantum computers is the ultimate computing technology — basically the final research technology in our made up little game of Civilization.
Anytime you create technology that sufficiently replicates the creators, you end up with the spirit of the creator embodied in the technology. So, of course digital brains are going to do weird things like crossword puzzles and sodoku at scale, because it's the same kind of useless shit we do to entertain ourselves.
You get into this conversation whenever you dive hard into cyberpunk, which is so many, many things. Even the Internet itself started out that way. The endgame started as a game, and it will end up being a game, played by our creations as odd mirrors of their creators.
I think there's a lot of people who subscribe to doing the same thing to save the planet, of which I have a keen interest. Solarpunk is the name of that movement, and it also has similar crazy ideas.
We're inventing digital brains. It's literally an architecture designed to be removed from being anything remotely human as it's a mimic or replacement technology for intellectual capacity.
If you really take a step back, the endgame is crazier than just bots producing content merely for other bots to consume (which basically describes the vast majority of scientific papers these days too, ironically). When you take that absurdity and multiply it by tens of thousands in terms of efficiency, the whole system we're building looks WILD and almost inconceivably strange to the way we do things now.
I know this is only tangentially related, so I appreciate your understanding that I already understood that and wrote this anyways. :)