It's not even mathematically possible, because multiple different input scenes of higher resolution can result in the same output image of lower resolution. It's like the counting problem in compression, where you can't compress every possible n bit length message into an n-1 bit length message. AI systems are trained with a certain set of images, which form the assumptions the system makes about images it adds resolution to.