The final part of the lecture will look ahead towards the next generation of spoken dialogue systems. These systems will need to operate on large and dynamic domains and, more importantly, be capable of conducting rich and natural interaction. I will present a research roadmap towards this goal and illustrate the need for such research with a potential application in mental health.