In this post, we highlight just how important it is to understand that an AI model prompt has much in common with a traditional software program.  Taking this perspective creates important opportunities and challenges for the programming language and software engineering communities and we urge these communities to undertake new research agendas to address them. Moving Beyond Chat ChatGPT, released in December 2022, had a huge impact on our understanding of what large language models (LLMs) can ...