Creating a Group with an existing id errors

If you create a new group with the same group id as another, you get:

Error Occurred

Show/hide Stack Trace

Clicking on the Show/hide doesn't show anything. A plexus user repeated the issue and found this in the log:

ERROR Action:addProjectGroup - Error adding project group: Unable to add the requested project group: groupId already exists.