In this webinar reflection, I explored how AI challenges traditional assessment and pushes us to rethink what it truly means to understand statistics. By centering student thinking, real data, and meaningful tasks, we can design learning experiences that prioritize reasoning over answers and ensure authenticity in an AI-driven classroom.