A new educational approach, QuestBench, teaches students to critically evaluate AI-generated knowledge by constructing benchmarks that test AI systems across various disciplines. The initiative highlights significant shortcomings in current AI models, emphasizing the need for responsible knowledge assessment as AI becomes more integrated into learning and professional environments.