The whole "let's replace Joe Biden with an invisible pink unicorn at the convention" thing is nothing but a fantasy that is apparently entertaining to some political and media types, but it is a delusion.
The time to get Biden not to run for reelection was late 2021. Which would have also destroyed his ability to get big progressive wins like the Inflation Reduction Act.
