In particular, the hub will seek new AI breakthroughs by employing theoretical tools from currently underexplored mathematical fields. Can mathematical tools be used to characterise machine learning models to understand when and how they work and fail? At the same time, researchers working in machine learning and AI will benefit from the transformative influx of new expertise, new ideas, and new tools. These hubs will nurture new, cutting-edge breakthroughs, from healthcare treatments and more power efficient electronics to machine learning and chemical discovery.' Further information about the new AI research hubs can be found on the UKRI website.