I am a Senior Lecturer at the School of Informatics at The University of Edinburgh, and Director of the Centre For Intelligent Systems and their Applications. My research focuses on making AI more human-friendly by developing algorithms and architectures that are able to understand humans and support collaboration between them. Making AI safe and ensuring it behaves in responsible ways is an important part of this vision. I lead the Agents Group at Edinburgh, and have been very lucky to work with many amazing PhD students, postdocs, and visitors in the group over the years on topics related to this overall research area, e.g. fair task recommendation mechanisms, scalable multiagent planning algorithms, or automated norm synthesis (just to give a few examples). I am currently involved in several large research initiatives supported by more than £10 million of external funding. I co-ordinate the ESSENCE network, which focuses on using human communication techniques to enable AI systems to negotiate and evolve meaning. I lead work on social orchestration systems for coordinating collective human activity in the SmartSociety project. In the UnBias project, I am developing fair data-driven algorithms that help address people's concerns about algorithmic bias.