Comment 1 for bug 1617348

Seems to be a decision by ubuntu-app-launch

The constructor of Desktop throws an exception if no "Icon" entry is found in the desktop file (application-info-desktop.cpp line 230)

I agree it seems too much of an aggressive stance to bring the shell down for a missing Icon in a desktop file.