They should really run this against a bunch of photos from a dating site to measure the difference between the claimed age and guessed age and then compare to the result from whatever training set they used. I'm guessing they would get a bimodal distribution for dating site photos -- some people claiming to be younger than they are, and some people giving their actual age but using very old photos.