Thank you very much, Mr. Chair, and thank you very much to our witnesses who are attending today. This is very interesting.
I'm going to start with Mr. Jenkins.
You've completed work regarding the accuracy of facial recognition by experts such as passport officers, and you've found a large amount of human error that exists. What are the error rates by humans versus machine learning software for facial recognition technology?