Before I read the article, I was about to comment something like "generation, prediction and compression are broadly isomorphic to one another, so I don't think

Before I read the article, I was about to comment something like "generation, prediction and compression are broadly isomorphic to one another, so I don't think it should be "surprisingly" great." But this is about audio and image compression using text models, which is quite surprising!