Is facial recognition more biased than manually comparing against mugshots? A lot of people seem to be writing under the impression that if facial recognition software is banned, police and government won't use facial recognition. The reality is that they will still use facial recognition, just in the old fashioned way by looking at suspects and looking at mugshots. And humans are often biased, too.