Prof. Kristin Stephens-Martinez

My LLM brainstorming student activity was accepted to SIGCSE TS 2026 's Special Session ACM Generative AI Task Force Special Session: Teaching with Generative AI: Tools You Can Use Today . This special session asked the SIGCSE community to apply to present how they use generative AI (GenAI) in their teaching. Those accepted would then present what they do during the session. [ Also posted on Medium. ] This blog post is a companion piece to my presentation, so that people have more to reference than just my slides . It also includes all the nitty-gritty details people can use and copy-paste. Context But first context, because context matters! This is for my CompSci 216: Everything Data (here is the link to the Spring 2026 offering ; later links will also point to this semester's instance). It is a post-CS2 elective data science course with an average of 111 students over the last five semesters (Spring 2024 to Spring 2026). We are on the 15-week semester system, and it has a 4-...

 Generative AI (GenAI) exploded into the academic teaching landscape in 2021, and we have been coping ever since. I’ve been quietly thinking about it since then. I’ve shared resources via my podcast’s social media feeds ( Twitter/X , Facebook , Patreon , YouTube ) and my LinkedIn . But I have not written about it here on my blog nor created a podcast episode focusing on it. [ Also posted on medium. ] I haven’t posted anything about my personal opinion because I wanted to provide an informed one, and I prefer to do my thinking quietly. However, it’s been long enough, and the landscape keeps changing, so I think it’s worth saying something. By posting something, I hope to try to move beyond the initial “what do we do?” conversations. These conversations are the ones I feel like I keep having. And my response/conversation now is often about the same terms and frameworks that I’ve been saying for a while, which often signals to me that it’s time to write a blog post. So here are my cu...