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Artificial Intelligence

Interest in generative artificial intelligence (AI) tools and how they might impact on teaching and learning has grown considerably since the release of OpenAI’s ChatGPT in late 2022. One can easily feel overwhelmed by the constant stream of AI-related articles circulating the Internet.
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Review the that students must adhere to in their academic work. For violations, instructors should utilize the form for additional guidance.
Individual faculty members may craft specific policies relating to the use of such AI tools for their courses as makes sense for how and what learning looks like in those courses. Find sample course policies on the final page of this handout.
Because AI is so prevalent, the course design should address these concerns in advance. Teaching and learning in the era of generative AI does not need to be all about damage control. Plagiarism and ethics concerns are real, but on the other hand, the advance of generative AI gives us a special opportunity to focus on the challenges of teaching and work out strong solutions. Generative AI itself can be a learning tool–as anyone who gets into the tool and starts inputting queries and studying the output knows. Your synapses are firing as you write and read the rapidly generated text. It is fun, and you are likely wide awake, judging, speculating, disagreeing, agreeing, and doing all those things that happen when an engaged reader encounters text. These potentials can be used in the online classroom.
Because AI is so prevalent, the course design should address these concerns in advance. Teaching and learning in the era of generative AI does not need to be all about damage control. Plagiarism and ethics concerns are real, but on the other hand, the advance of generative AI gives us a special opportunity to focus on the challenges of teaching and work out strong solutions. Generative AI itself can be a learning tool–as anyone who gets into the tool and starts inputting queries and studying the output knows. Your synapses are firing as you write and read the rapidly generated text. It is fun, and you are likely wide awake, judging, speculating, disagreeing, agreeing, and doing all those things that happen when an engaged reader encounters text. These potentials can be used in the online classroom.
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Generative AI Tools

- OpenAI tool
- OpenAI’s most advanced system to date
- Microsoft's AI chatbot
- Google’s AI chatbot
- OpenAI’s image generator
- AI image generator

Specific Suggestions

ChatGPT and similar tools rely on available text—text that is not behind firewalls or so obscure or recent that it has yet to be added to the tool’s corpus. These suggestions are built on this design characteristic.
Try different assignment strategies. Try authentic assessment, formative assessment, assessment add-ons like problem-solving logs, exam wrappers, minute papers, “muddiest point” questions, and active learning. For more examples, check out this “” page from Montclair State University.
Connect to real-world experiences. Get students to write about local issues. For example, “refer to three of the most recent Columbia City Council meetings in your essay” or “reflect on the school board’s decision to …” Ask students to reflect on current conversations within your field of study. You could also ask for application or engagement between students’ personal experiences and course topics.
Rotate course materials. In written assignments, ask students to reference class materials and notes, or sources that are not freely available on the Internet (e.g., articles that are recent, behind firewalls, etc.).
Ask students to reflect as part of the learning. Reflecting and envisioning a future are two areas where generative AI’s performance remains weak. Create space for reflection and sharing after each unit. Make reflection and planning a routine part of written assignments that is gradable. Students will not be able to create strong submissions for such tasks using generative AI (also, feel free to tell them just that!).
Keep in mind the privacy policy. ChatGPT acknowledges that they may share account holders’ personal information with third parties, including vendors and service providers, in their . Create activities that avoid sharing personal and sensitive information with generative AI chatbots.
Use proctoring software. Proctoring options are available for Columbia College students based on their venue. See the college’s page for more details.

AI as a Source

Official citation guidelines continue to update for correctly citing generative AI. For more details, check out APA’s “” and MLA’s “”.

Selected Resources

These resources were provided by the Center for Teaching and Learning.
- Review the latest articles about generative AI tools o Talking About Generative AI (A Guide for Educators) - Free electronic resource guide for educators
- provides extensive coverage of developments with ChatGPT and other AI tools (Columbia College has a subscription to the Chronicle through the Stafford Library)
- TED Talk by Sal Khan - Opportunities for students and faculty to collaborate with AI tools (15 min.)
- Crowdsourced document that includes a list of AI tools, resources for instructors, links to sample AI policies, and a “AI in Education Google Group” invitation.
(slide deck) by Anna Mills – Useful tips for everyone at Columbia College

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