Charlotte Faculty AI Use Case Library
how are charlotte faculty using ai?
Explore real stories and exploratory use cases from faculty and students who are reshaping higher education with generative AI.
This collection highlights experiments, reflections, and breakthroughs in teaching and learning with AI across disciplines. Each story began with a question, a challenge, or even a moment of doubt:
Will students rely too much on AI?
Can it support creativity?
How do we teach students to think critically with it?
Through thoughtful integration, faculty discovered not just tools, but new pedagogies—transforming the “what ifs” into “here’s how it worked.”
Whether you’re curious, cautious, or already innovating, these stories offer insight, inspiration, and a pathway forward.
AI didn’t replace the educator—it revealed new ways to teach, learn, and grow together.

SPOTLIGHT STORIES
Faculty AI Journeys
Meet the educators who didn’t wait for a perfect plan—they started experimenting. In these stories, faculty from across disciplines share how curiosity, hesitation, and bold iteration shaped their use of generative AI in the classroom. From rethinking writing prompts to redesigning entire courses, these journeys reveal the messy, meaningful, and often surprising path toward AI-powered teaching.

Let’s Talk Teaching with AI
Have a question, a challenge, or idea to explore related to using AI in your course? Meet Dr. D’TAIL, your AI teaching coach!
Using our Charlotte AI Stories as data, Dr. D’TAIL is here to help you reflect, explore what’s possible, and design meaningful, ethical uses of AI for your students.
“Bring your curiosity—I’ll bring the case studies.
– Dr. D’TAIL 4.o

College of Arts & Architecture
Dancing Beyond Data:
Tradition, Technology, and AI
Kaustavi Sarkar
Designing Freedom:
A Journey from Constraint to Creative Innovation
Samira SheriDevich
The Digital Alchemist:
A Journey of Art and AI
Heather Freeman
Bridging Tradition and Innovation: AI and Print Media
Erik Waterkotte
Never Say Never about AI
Jeff Murphy
A Vision for AI in Creative Practice
Nathaniel Underwood
Belk College of Business
AI Partnerships in Graduate Education: Catalyzing Deeper Learning with AI
Tim Neu
More than Just Tools:
Leveraging AI to Compliment Human Intellect in Education
Suzanne Collins
Reshaping Knowledge:
The Transformative Power of AI to Rethink How We Think
Sunil Erevelles
Cautious Collaboration:
AI Partnerships Built on
Foundations of Solid Learning
Sungjune Park
Reimagining Education:
How Geeking Out with AI Can Help Students and Teachers Rethink Learning
Steven Clark
Examining the Exam: Reimagining Assessment and Harnessing the Power of AI in Teaching and Learning
Matthew Metzgar
College of Computing & Informatics
AI Didn’t Kill Student Learning—It Transformed My Classroom
Alex Dornburg & Kristin Davin
Enhancing Student Learning with GenAI in Computer Science
A B M Mohaimenur
From Code Chaos to AI Clarity: Teaching Students to Think Before They Type
Denis Jacob Machado
Exploring AI and Art Authentication: A
Professor’s Perspective
Bryan Dobbs
Teaching in the Age of AI:
Rethinking Assessment in
Introductory Computer Science
Nadia Najjar
Coming Soon
TBD
Cato College of Education
An AI Story about Moving from Reluctance Towards Thoughtful Use
Drew Polly
Bridging the Gap to Statistical Programming Languages
Kyle Cox
Curiosity in the Classroom: Exploring AI’s Potential in Education
Daniel Maxwell
AI Use in Online Course Discussions
Beth Oyarzun
Students Design AI-Integrated Personalized Learning Activities as Coursework
Ji Yae Bong, Terry Shirley & Courtnie Edwards
Coming Soon
TBD
William States Lee College of Engineering
Enhancing Student Learning in Dynamics 2 Through Adaptive Technology and Targeted Interventions
Amir Ghasemi
AI in the Engineering Classroom: A Hands-On Experiment in Trust and Accuracy
Mei Sun
Designing AI To Compete with Human Playing Atari Games in ECGR 4117-5117
Andrew Willis
Integrating AI into Engineering Education
Minhaj Alam
Testing the Water in ENGR 1302
Sid Alvis
Coming Soon
TBD
College of Health & Human Services
Leveraging ChatGPT to Enhance Clarity in Nursing Education Communication
Lufei Young
Enhancing Test Question Development with CLAIRE in ATI
Amanda Smith
Integrating ChatGPT into Graduate Nursing Education: A Case Study Assignment
Tonya Anderson
Using ChatGPT to Support Case Study Development in Undergraduate Social Work Education
Roger Suclupe
Revolutionizing Pediatric Nursing Education with AI
Emily Palladino
Enhancing Nursing Assessment Skills with AI Patient Simulation
Emily Gullena
Bridging the Gap: Using Khanmigo to Empower a Nursing Student in Biostatistics
Lufei Young
College of Humanities & Earth and Social Sciences
Choosing Our GPT Adventure
Damien Williams
Changing the Game: Super Mario Bros., Artificial Intelligence and Teaching to Fail
Justin Cary
Automate the Small Stuff
Justin Grandinetti
Robot Kin, Your Co-Worker
Jessi Morton
AI as A Collaborator and Accessibility Tool
Cat Mahaffey
From Cubicles to Cupid:
How AI Created a Work Culture Connection
Tiffany Gallicano
Klein College of Science
AI Coding Assistants in Physical Chemistry Laboratory
Jay Foley & Lauren Woods
AI as an Exam Follow-Up Tool in General Chemistry
Taylor Outlaw
Testing the Boundaries of AI
Anonymous Faculty
Academic Affairs Units
AI Area 49 Use Case: Using AI Creatively in Graduate Research
Beth Caruso
Writing with Purpose in the Age of AI
Heather Bastian
Learning About Citations with ChatGPT
Alexis Murrel
AI Area 49 Use Case: Introduction to AI in a WRDS Class – Using AI to Supplement the Writing Process
Beth Caruso
Obsolete within Two Weeks: Challenges of Using ChatGPT in Asynchronous Library Instruction Content for WRDS
Kim Looby
Comic and personas generated by Justin Cary in collaboration with Midjourney
Sabri Gökmen
College of Arts and Architecture
Matthew Metzgar
College of Business
Ayman Hajja
College of Computing and Informatics
Daniel Maxwell
College of Education
Beth Oyarzun
College of Education
Amir Ghasemi
College of Engineering
Tonya Anderson
College of Health and Human Services
Jessi Morton
College of Humanities & Earth and Social Sciences
Justin Cary
College of Humanities & Earth and Social Sciences
Jacob Horger
College of Science