This paper explores the basis and usefulness of a predictive model for the architecture of data and knowledge
visualizations based on human higher-cognition, including human tendencies in reasoning heuristics and
cognitive biases. The strengths and weakness of would-be human and computer collaborators are explored,
and a model framework is outlined and discussed.