Thanks.
Edit: I've tried two different horse speed mods, but I also disabled them and just tried the normal way, and I still had the same problem. I just can't turn the horse at all. I also noticed that Horse Command didn't work either. I called the horse but he didn't follow.
Does the horse armor really change so much that it affects all these things?