When sixteen year old Maryland high school football player Taki Allen ate a bag of doritos following practice earlier this year, he crumpled up the bag and stuffed it in his pocket. All Allen was doing was waiting for a ride along with several of his teammates when several police cars showed up. With guns drawn, police instructed Allen to put his hands up and get on the ground. After getting handcuffed, police searched Allen for a gun, which he did not have. The sixteen year old was surprised by it all and wondered why this was happening. It seems that the school uses a video security system which relies on Artificial Intelligence to detect threats, including the presence of guns. In this case, the AI detection system failed miserably, as it mistook Allen’s Dorito bag for a gun! This story could have ended quite differently due to an AI mistake. This goes to show that our move into this new AI world is going to be fraught with unexpected consequences. We need to tread carefully onto this new frontier.