Human intelligence has the ability to capture abstract concepts from experience and utilize that learned knowledge for adaptation to new situations. Lifelong machine learning aims to achieve those same properties of human intelligence by designing algorithms to learn from a sequence of tasks, extract useful knowledge of previous tasks, and re-use…

In this article, we consider how assessment might reinforce New Zealand curriculum goals of knowing and doing in science for active and informed participation in societies that rely on scientific knowledge to guide decision making. This focus constitutes an orientation towards "sustainable assessment". Sustainable assessment encompasses…

There are many reasons to be curious about the way people learn, and the past several decades have seen an explosion of research that has important implications for individual learning, schooling, workforce training, and policy. In 2000, "How People Learn: Brain, Mind, Experience, and School: Expanded Edition" was published and its…