I feel dumb for falling for that. But another interesting thing that really outs him is the first game. The giant robot scanning everyone during Red Light, Green Light scans everyone but him. You can see they all have a green outline except for him.
Also when the dude was looking through the documents for all the contestants #001 wasnt on there.