I've got fond (drunk) memories of training a Bayesian spam filter to play chess 15+ years ago, so I was also expecting Copilot to actually play a game. Thanks to your sibling commenter __alexs for doing so.

http://dbacl.sourceforge.net/spam_chess-1.html