Medina County officials warned that an AI-based app is distributing false information about the Medina County Fairgrounds. The tool generates inaccurate details regarding local event logistics and site operations. This incident highlights a persistent failure in LLM factual accuracy. Local administrators must now manually correct AI-generated errors to prevent visitor confusion during the fair.