While true AR/MR consumers devices are probably still years away, devices like HoloLens2 already have compelling applications in industry today. In this talk we will review what devices can do today and then present ongoing research expanding those capabilities. We will discuss how egocentric activity recognition can be used to enable devices to better assist users in learning and performing tasks.