We introduce a new class of circuits for constructing efficiently decodable error-correction codes, based on a recently discovered contractible tensor network [1]. We perform an indepth study of a particular example that can be thought of as an extension to Arikan’s polar code [2]. Notably, our numerical simulation show that this code polarizes the logical channels more strongly while retaining...