In this commentary, I contend that a representative sample of the arguments in the target article miss the mark. In particular, the interface problem provides no warrant for positing similarities between representational formats, and the evidence from neurocognitive, animal, and behavioral studies is inconclusive at best. Finally, I raise doubts about whether the authors' central hypothesis is falsifiable.