This is going to be interesting for my son when he uses the GE kiosks next time. I just renewed his GE and the card they sent me was the same one he took 5/6 years ago. He is 15 now. If they use he latest passport picture, it was taken around 12 or 13... better but still would look nothing like him now. But google photos can recognize his face from 0 years to 15... so maybe GE kiosk software would do the same...