This article is part of a broader investigation exploring how contemporary art allows us to think about the process that underpins our teaching and learning in order to change it. We are tutors in initial teacher education and we teach, learn and communicate through contemporary art for a pedagogical module. In the following article we will show how teaching, learning and communicating through contemporary art helps future teachers to be aware of their educational models. Art encounters generate new learning and teaching experiences by allowing students and teachers to make various rhizomatic wanderings. The rhizomatic wanderings are diverse with the content and the form depending on the personal experience. The article concludes that the more rhizomatic wanderings future teachers make, the more they will be able to rethink the process of teaching and learning in order to attend to the diverse situations of classrooms of the twenty‐first century.