AI upscaling enlarges images or videos and adds plausible details so that they look sharper.
Example
An old phone photo is brought to four times its resolution for a print.
For pros
Models learn what high-resolution details could look like from low-resolution images. The added details are invented, not recovered; that makes upscaling unsuitable for evidence or medical images.