Officials in Medina County warned that an AI-based app is distributing inaccurate information about local fairgrounds. The tool generates hallucinations regarding event schedules and venue details. This incident highlights the persistent reliability gap in consumer-facing LLMs. Local administrators now urge visitors to verify all event data through official government channels instead.