In the game industry, AI is typically thought of as a collection of simple tools used to make characters "do things." This lecture will show three different ways that people have leveraged more esoteric AI techniques in manners not traditionally seen in games. Michael Robbins will show how he successfully used neural networks for tactical decision-making in Supreme Commander 2, Chris Jurney will discuss computer vision tricks for Kinect in Double Fine's Happy Action Theater, and Ben Sunshine-Hill will explain how to use AI techniques to dynamically adjust level of detail to match what a player is likely to perceive and remember.