CML researchers showed up in force at the Conference on Uncertainty in Artificial Intelligence, held August 2012 on Catalina Island, California. Their contributions include six accepted papers, an oral presentation, and several poster spotlights. Collaborations among current and former CML members also won the top spot in every category of the associated Pascal Approximate Inference Competition.