If you compare the nutritional information on a box of white rice and a box of brown rice how come it seems that the white rice is healthier when you have always been told the opposite?

Actually, the nutrition labeling on otherwise comparable white rice and whole-grain brown rice indicates that brown rice is healthier, categorically.

It could be that you are not looking at whole-grain brown rice but at processed brown rice.