Research Areas


Human Control, Behavior Change, and AI
Digital technologies offer great potentials to facilitate better decisions and outcomes, but they also raise ethical challenges and can undercut important human values. (read more)
Human Control, Behavior Change, and AI
Opacity in Machine Learning
Transparency is a cornerstone of the responsible use and development of artificial intelligence. Unfortunately, many state-of-the-art AI systems are notoriously opaque: it is difficult to know what these systems are actually doing, why they do what they do, and how they do it. (read more)
Opacity in Machine Learning
Social Robots and Embodied AI
There is a fundamental difference between an AI that works in the background as a computer program and an embodied AI – a robot – that physically interacts with us (and with other robots). (read more)
Social Robots and Embodied AI