If you’re at a Mac (and use Tumblr), try clicking a photo from the Tumblr Dashboard then press command-W. They’re intercepting the key combo and using it to leave the photo view mode. Overall I dislike this: I don’t like websites being able to tinker with things I consider ‘system level’.