There are few ways it has become clear that AI has a lot of work to do to in order to not be harmful, and one of is how it embeds race bias into large language models in implicit and explicit ways. 

We will explore the how and why of this bias, discuss strategies for the arts to adopt in response, and conclude with our own experiment.