Recent progress in cognitive neuroscience has generated a new interest in control of higher thought, with improved experimental and theoretical models. However, it remains challenging to link computational models of thought processing to behavioural data, and to the experiences generated by those processes. This seminar aims to bring together experts on metacognition, executive function and cognitive modelling, to share recent knowledge of these topics, and identify future research questions.