"A rejected candidate should know unambiguously why they didn’t get the job."

I'd have to say that's my favorite thing about this process. All too often applicants go away with no idea about what exactly why they weren't a good fit. If someone gets rejected, the least you can do for them is to tell them how, so they can improve themselves.