This high school statistics teaching unit helps students critically evaluate statistical models and data-driven predictions. Instead of treating models as unquestionable tools, students learn to examine assumptions, uncertainty, bias, and ethical consequences. The unit emphasizes conceptual understanding, critical reasoning, and responsible data use. Instructional Focus Students will: understand models as approximations, not truths analyze assumptions and simplifications evaluate unc