Ahead of Halloween, Airbnb is deploying an AI-driven anti-party system across the US and Canada to help reduce the risk of disruptive and unauthorized parties over the holiday weekend. This state-of-the-art system utilizes AI and machine learning to take steps to try to identify potentially higher-risk one-night and two-night booking attempts for entire home listings and prevent those bookings from being made. To do this, the technology looks at hundreds of signals relating to the bookin.