You'd be amazed at the trouble horses get in the moment you turn your back.
Oh I know, I learned the hard way this past summer with an expensive vet bill. I know many boarders where I am now will often leave their horses alone in the barn tied, but I never will. You should never leave any horse unsupervised anywhere. Not worth the risk.