“Over time, it became a master at [Diplomacy], reportedly achieving ‘more than double the average score’ of human players and ranking in the top 10 percent of people who played more than one game.”
(Andy Baio adds “building extremely persuasive AIs that are more effective negotiators than humans, what could go wrong”.)