We discuss a number of fundamental areas in which biologically inspired computing has so far failed to mirror biological reality. These failures make it difficult for those who study biology (and many other scientific fields) to benefit from biologically inspired computing. These areas reflect aspects of reality that we do not understand well enough to allow us to build adequate models. The failures-to-date are as follows.