A Future Learning Space (FLS) is a dynamic and a technology-rich learning environment that enables teaching and learning using innovative pedagogical methods. However, introducing innovation and technology into any educational setting, whether in K-12 schools or higher education institutions, is known to be challenging. This paper introduces design patterns (DPs) for teaching in FLS. The patterns emerged from creative teaching in a college of education, which was preceded by mentoring for some of the lecturers. The patterns involve hybridity, including both formal and informal social structures and a combination of physical and digital tools mediating individuals' interactions with peers. Based on a process of mining patterns, we extracted four DPs for teaching in academic FLS. The patterns, which encapsulate threads of hybridity, are: convergent groups; teaching in an interactive orchestrated learning space; presentation fair; and Think-Join-Share. These patterns can be used as learning design scaffolds in a social constructivist approach in which pedagogy, technology and space interact.