In chess, AIs are very superhuman; the best players in the world would lose nearly every game against any modern computer player.
Do humans still have something to add? The continued existence of correspondence chess, IMO, suggests that they do. In correspondence chess players have days to make each move, and play from their homes. Due to the impossibility of policing cheating under these conditions, correspondence players are allowed to use computer assistance.
You might think this would make the games just a question of who has more computing power. But as far as I can tell, that’s not the case.
What are humans adding? Low confidence, but I think it’s mostly opening prep; try to find a line that looks ok on shallow computer analysis, but where deeper analysis shows you have an advantage. The human value-add is telling the computer which lines to analyze. Since the chess game tree is so large, advice like this is quite valuable.
Proof that correspondence chess is still played: https://www.nytimes.com/2022/11/09/crosswords/correspondence-chess.html Interview with a human player (from 2016): https://en.chessbase.com/post/better-than-an-engine-leonardo-ljubicic-1-2
On the other hand: I don’t play correspondence chess, so I’m not that confident in the claims above. And some people don’t find them plausible: https://twitter.com/liron/status/1660890927920201728?s=46&t=UlLg1ou4o7odVYEppVUWoQ
Why should we care? This might provide some indication of what value humans can provide in a world of superhuman AI (at least initially).
Can anyone provide a more definitive account of what value, if any, humans add in correspondence chess?
I believe the answer is potentially. The main things which matter in high-level correspondence chess are:
Although I don't think either of those are really relevant. The really relevant bit is (apparently) planning:
(From this interview with Jon Edwards (reigning correspondence world champion) from New In Chess)
I would highly recommend the interview on Perpetual Chess podcast also with Jon Edwards which I would also recommend.
I'll leave you with this final quote, which has stuck with me for ages:
This seems needlessly narrow minded. Just because AI is better than humans doesn't make it uniformly better than humans in all subtasks of chess.
I don't know enough about the specifics that this guy is talking about (I am not an expert) but I do know that until the release of NN-based algorithms most top players were still comfortable talking about positions where the computer was mis-evaluating positions soon out of the opening.
To take another more concrete example - computers were much better than humans in 2004, and yet Peter Leko still managed to refute a computer prepared line OTB in a world championship game.