In season 1 Episode 4 of Fringe Dunham makes a revelation about the Observers with Peter and shows a picture of an Observer in a hospital:
She then shows the same picture to Boyles in his office and the Observer is no longer there:
Can the observers not be seen by everyone? Why was he missing in the second photo?