The recent introduction of a personal literacy and numeracy test (LANTITE) has been part of tighter accreditation of Initial Teacher Education programs across Australia. This article focuses on pre-service teachers' experiences, beliefs and feelings about the new high-stakes testing regime. The data are drawn from a six-month project intended to…

In theoretical cognitive science, there is a tension between highly structured models whose parameters have a direct psychological interpretation and highly complex, general-purpose models whose parameters and representations are difficult to interpret. The former typically provide more insight into cognition but the latter often perform better.…