Ok, the Hardware cursor did not fix the problem. However, turning off Use Full screen did! And it fixed issues I was having with the confirmation dialogs when exiting the game, etc..
I did have the Resolution in the game set to the same as my screen display.
So I'll just play in windowed mode, which doesn't look any different anyway.
But that is a bug...