The video games industry has been an early adopter of AI in its quest to provide enhanced game play and to develop and publish innovative games at speed while reducing costs. As the uses of AI in games continue to evolve alongside the legal framework, we look at issues games developers and publishers need to consider when using AI to develop and improve their games, including ethics, copyright, and data.