In this talk we'll give an overview of some of the research we're undertaking at SensiLab in the area of creative applications of AI. Recently there has been a lot of interest in applications of neural networks to creative tasks and applying machine intelligence to artistic and creative processes. We'll illustrate with some work we've been doing in visual arts and in music generation and talk about our future plans in this area.