George Williams, a silicon valley tech veteran who most recently served as Head of AI at SmileIdentity, shares his views on the growth of AI in Africa, what and how biometrics works, and the mathematical vulnerabilities in machine learning. Biometrics is substantially more complex than password authentication, and George explains why he believes this is the way of the future.
Goodbye Passwords, Hello Biometrics with George WilliamsEpisode 61: Show Notes.Is it really safer to have a system know your biometrics rather than your password? If so, who do you trust with this data? George Williams, a silicon valley tech veteran who most recently served as Head of AI at SmileIdentity, is passionate about machine learning, mathematics, and data science. In this episode, George shares his opinions on the dawn of AI, how long he believes AI has been around, and references the ancient Greeks to show the relationship between the current fifth big wave of AI and the genesis of it all. Focusing on the work done by SmileIdentity, you will understand the growth of AI in Africa, what and how biometrics works, and the mathematical vulnerabilities in machine learning. Biometrics is substantially more complex than password authentication, and George explains why he believes this is the way of the future.Key Points From This Episode:
Tweetables:“Robotics and artificial intelligence are very much intertwined.” — @georgewilliams “In my daily routine, I leverage biometrics as much as possible and I prefer this over passwords when I can do so.” — @georgewilliams “All of your data is already out there in one form or another.” — @georgewilliams “We don’t all need to be software developers or ML engineers, but we all have to understand the technology that is powering and we have to ask the right questions.” — @georgewilliams “ technology is imperfect in ways that make me uncomfortable and this technology is being deployed at massive scale in parts of the world and that should be a concern for all of us.” — @georgewilliams “In machine learning, once you train a model and deploy it you are not done. That is the start of the life cycle of activity that you have to maintain and sustain in order to have really good AI biometrics.” — @georgewilliams
After attending Meta's event celebrating 10 Years of AI progress at FAIR, Rob shares what he learned with Sama's Director of Machine Learning, Jerome Pasquero, for some much needed technical insight.