Assessing learning in higher education can be a very difficult task. There are some differences, however, when assessing for accountability to others and assessing for transformation. These distinctions are embedded in our historical understanding of teaching and learning. This article describes how over time, higher education has viewed evaluation, teaching, and learning, and that assessment has varied dramatically. It also describes the four pillars of transformative assessment.