Officials in Medina County warned that an AI-based app is distributing inaccurate information about their local fairgrounds. The tool hallucinates details regarding event logistics and site operations. This incident highlights the persistent reliability gap in consumer-facing AI tools. Local administrators must now manually correct the record to prevent visitor confusion during the event.