from what I can tell, there’s no timeframe publicized yet, but Twitter accounts with no tweets or logins “for several years” are going to be archived. that means many Twitter links are about to be broken and will need replacing
it’s not mentioned in the initial tweet, but in the replies Elon said the accounts would be archived.
here’s the tweet in question.