In Algowritten’s first project The Narrative Future of AI, developed in response to MozFest 2021’s Building Trustworthy AI working group, we are seeking to review typical biases that occur from writing with the GPT-3 API. The outcome will be a series of science fiction stories, (written at the height of a global lockdown), and feedback from working group members on their observations of bias and problematic AI behaviours. This analysis will form the basis of our first set recommendations for creative writing with advanced machine learning tools.