Improving highly cropped images

In Photo AI, would love to see improvements on the handling of images that have been heavily cropped. For now, recommendation on the way to get best results? I assume starting with uncropped raw image is the way to go. scaling up a 48 mp after being cropped doesn’t seem to help.