Classrooms in North Charleston now teach students to identify chatbot hallucinations and biases. Educators shift from banning tools to demonstrating how LLMs fail at factual accuracy. This approach treats AI as a flawed utility rather than an oracle. Students learn critical verification skills essential for navigating an AI-driven information environment.