Large Language Models form the foundation for an explosion of Generative AI tools deployed for a variety of purposes ranging from chatbots to translation. They are having a significant impact on education, and hold both positive and negative potential for computing pedagogy. The goal of this work is to use code generated by two of these large language models, Google Gemini and OpenAI ChatGPT to help inform a discussion of appropriate coding assistant policy.