Airbnb is deploying artificial intelligence (AI) technology across the United States and Canada to proactively address potential Halloween parties, the company announced in a press release.

The “anti-party” technology aims to identify and prevent unauthorized gatherings that could disrupt neighborhoods and damage properties. This initiative is being rolled out in anticipation of Halloween weekend, a period often associated with increased party activity and related issues.

Airbnb has been increasingly focused on mitigating party-related incidents, which have caused significant problems for hosts and communities in the past. The AI system analyzes various factors, including booking patterns, communication, and past guest behavior, to assess the risk of a party occurring. If potential risks are detected, Airbnb may take preventative measures, such as contacting guests to confirm their intentions or restricting booking options.

While details about the specific algorithms and data points used by the AI are not fully disclosed, Airbnb has stated that the system is designed to be accurate and avoid false positives. The company emphasizes its commitment to ensuring a safe and respectful experience for both guests and neighbors.

This latest measure builds on previous efforts by Airbnb to curb party houses and enforce its community guidelines. The company has previously implemented policies requiring guests with limited booking history to provide government-issued identification and restricting bookings for guests under a certain age. The expanded AI deployment represents a significant escalation in Airbnb’s efforts to manage party-related risks during peak seasons and beyond.