Neuro-imaging has served as an important tool in constraining the general nature of cognitive theories - but Baddeley warns not to overinterpret neuro-imaging data. A lack of replication and the complex nature of the associated statistical techniques sometimes make it difficult to see how neuro-imaging data relate to a complex cognitive theory like working memory.