Net-net, shifting toward biometrics is good, but there are some very sharp corner cases.
Also, my toddler still has trouble telling my infant identical twins apart. I could see one of my identical twins denied boarding because "Sorry, but you're already on the other side of this security gate. If you'd like us to review this decision, please send registered mail to the nearest trash receptacle."
Edit: I almost forgot about my own travel facial recognition failure two weekends ago. United has some system that scans your face at the check-in counter, and uses facial recognition in lieu of scanning your boarding pass at the gate. I entered one gate. It didn't even seem to recognize there was a face there. The gate agent told me I was standing too close, and told me to back up. She then told me to try the other gate. Then she asked me to stand aside and she manually scanned my boarding pass. To be fair, I used to get the same response at bars when I was single. (I joke, but this really happened to me that a facial scan from a few hours prior wasn't recognized at the gate.)