Google: You Can Use Non-English URLs For Non-English Pages

Google's John Mueller asked and answered his own question in the latest SEO Snippets video - this one is on using non-English URLs. He said it is perfectly fine and sometimes recommended to use non-English URLs on non-English web sites...