Basically, Walter and Michael were able to change the creation of the Observers in the 22nd century so that all
emotion was not purged from them later. So the month named Observers still existed. The Observers did not evolve into the ones that invaded in 2015. Walter existed until 2015 and has disappeared without a trace, except for the letter with the White Tulip. Peter may sense something since he has travelled through timelines.