In this case, the best "proof" that this is an AI generated image was doing a reverse image search and finding the uncropped original on Imgur.
With the pizza box and Monster energy drink cans visible, it's a lot more obvious that the image isn't legit. But what happens when somebody crops out any inconvenient "tells" BEFORE a fake "photo" is ever posted to begin with?