Generative AI can create content based on existing data. By inputting prompts, generative AI tools, such as Gemini, can complete tasks historically performed by humans.

Machine learning is a subset of AI that allows systems to learn from data with or without explicit programming. It focuses on developing algorithms that can improve their performance over time.

Large language models, or LLMs, are a type of AI model trained on massive amounts of data, enabling them to receive, process and generate human-like text.

Natural language processing, or NLP, is a field of AI that focuses on enabling computers to process, interpret and generate human language.

The university has approved and recommends several tools for campuswide use, including Gemini and NotebookLM. See AI Tools and Recommended AI Solutions for more information.

Additional AI tools have been approved for specific use cases. See Reviewed IT Purchases for a full list of tools.

Software, including AI tools, must be reviewed through the university’s IT Purchase Compliance (ITPC) process if it meets certain requirements. First check the Reviewed IT Purchases list to see if the tool has been reviewed. If not, submit an ITPC request.

University data is classified into four levels based on sensitivity. The higher the sensitivity, the higher the impact to the university if unauthorized disclosure or loss were to occur. The levels are:

• Ultra-sensitive (purple)
• Highly sensitive (red)
• Moderately sensitive (yellow)
• Not sensitive (green)

When AI tools are approved for campus, they are assigned a classification level. This means you may only input data up to that level into the tool. Inputting higher data puts the university at risk. See the Data Management Framework for more information.

Yes — just be sure you are not using university data or sensitive personal data. Experimenting with AI tools using non-sensitive data can help you better understand how to use different tools. For example, you can ask the free version of ChatGPT to give you tips on how to manage your time. Also be sure to follow any clickwrap agreements.

No. NC State credentials must be used for all approved AI tools. Personal accounts are not allowed to be used with university data.

This can vary by instructor, course and assignment. Some instructors may purposely incorporate AI into courses or assignments to encourage AI exploration and literacy. Students should check with their instructors to ensure they understand the expectations around AI use.

Because there’s no foolproof way to detect AI use, forbidding students from using it is difficult. But instructors can design assignments to limit AI usage. See these suggestions from DELTA. Instructors should also be clear about their expectations. Developing an AI syllabus statement can help provide clarity.