won this thing you cracked it the reason how to read out the surprise is not so much because it specifically wants that one gigabyte compressed into one sixteen megabytes because he believes now we go by it has interesting information that any system that can represent it as compactly as one sixteen megabytes must have made its hopefully that's what it thinks some AI advances to be able to do that it's pretty interesting here because unlike most things we've covered in this class and you'll see in any kind of machine learning there's no train at