Recent developments in architectural research show a growing focus on research by design and creative practice research. New working modes are being established (in practice as well as in academia) which are a hybrid of traditional research practices in architecture and explorations in practice. In this paper we outline the characteristics, potentials, and possible future implementation of Research by Design and ask some fundamental questions about the implications for the field of CAAD.