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Mathematicians are grappling with the possibility that AI might eclipse them
(www.understandingai.org)
This is a most excellent place for technology news and articles.
Indeed peer reviewed exists in mathematics. Now, whether it is common practice to publish stuff on arxiv and leave it there is another thing.
I don't know about mathematics, but I know plenty other Fields where it is common practice to just publish on arxiv.