Cognition without representation?

In addressing the question “Do representations need reality?”, this paper attempts to show that a principled understanding of representations requires that they have objective, systematic content.It is claimed that there is an interesting form of nonconceptual, intentionality which is processed by non-systematic connectionist networks and has its correctness conditions provided by a modest biosemantics; but this type of content is not properly representational. Finally, I consider the consequences that such a verdict has on eliminativist views that look to connectionism as a means of radically reconceiving our understanding of cognition.