this post was submitted on 10 May 2026
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In the Lord of the Rings fandom there's a persistent debate whether balrogs, or Durin's Bane specifically, have wings. The text in Fellowship is ambiguous whether what it is describing are literal wings or something else wing-like.

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[–] Objection@lemmy.ml 13 points 12 hours ago

Go: To what extent should you rely on AI reviews vs pro reviews?

AI is really, really good at Go, far better than humans, and it's pretty undeniable that it's a valid use case for the technology. It also makes it free and easy to pop a game into it and have the AI tell you which moves were mistakes.

But AI favors a "risky" playstyle, because it can read out crazy detailed variations to be able to tell when a dangerous position is actually fine. Humans trying to emulate that, without the superhuman reading capabilities, sometimes mess up and get worse results than if they used a safer strategy.

AI also can't explain why one move is better than another. Humans rely on heuristics, patterns, and proverbs to point us in the right direction of finding a move. A professional can show how to find a move through a heuristic, which is more generally applicable. There can also ofc be the factor of wanting to support the community by paying for a teacher or going to a club and finding someone to help review.

The question comes when the human professional says something that contradicts the AI, who do you listen to? I've been in a room before where an amateur was getting a game reviewed by a foreign professional (for free, but at a paid event) and after the pro criticized a move, the amateur insisted that the pro was wrong because the AI agreed with the move.

It's an interesting question, at least to me, whether or not that's inappropriate. On the one hand, you'll always have the AI's input so getting a different perspective is valuable, pros arguably earn a certain degree of their respect from their abilities, and there are the issues I mentioned above with relying too heavily on AI. On the other hand, because AI is so indisputably good, many people see it as a sort of objective standard for evaluating moves, whereas individual players may have different styles of play. If you can see reasons to play a move and the AI backs it up, then if the pro doesn't like it it could just be a stylistic preference. And of course the type of people who tend to be attracted to a competitive strategy game like this (especially Americans) don't necessarily have a lot of respect for credentials on paper or social heirarchies, as opposed to whether you can back up your analysis by objective standards.