AI literacy for the whole classroom
Understand AI.
Build with it.
Question its impact.
KnightAI helps students and teachers explore how artificial intelligence works, how it can be used, and how it is changing learning and society.
Three ways to begin
Find your way into AI.
Start with the foundations, make something tangible, or examine the choices behind the technology.
11 guided lessons
AI Fundamentals
Build a clear mental model of machine learning, neural networks, language, vision, and more.
8 build ideas
Practical AI Development
Move from concept to code with projects across language, vision, generative AI, and deployment.
5 discussion cases
AI Ethics & Society
Consider who benefits, who decides, and what responsible technology should look like.
Featured learning experience
How does artificial intelligence learn?
Explore how examples become patterns, how a model turns patterns into predictions, and why the data we choose matters.
Begin lessonLearn by doing
Ideas become clearer when you build them.
Sentiment Analysis on Movie Reviews
Train a model to identify positive and negative language while learning text preprocessing and classification.
Start building →Handwritten Digit Recognition
Build an image classifier and see how a model learns visual patterns from examples.
Start building →End-to-End ML Pipeline
Connect data preparation, model training, evaluation, and deployment into one working system.
Start building →Think critically
AI creates possibilities—and difficult questions.
Good AI literacy includes the confidence to ask who a system serves, what it costs, and where its limits should be.
Explore Ethics Bowl casesFor teachers
Bring one good AI conversation into your classroom.
Use a single activity or build a longer sequence. KnightAI resources are designed to fit into the class you already teach.
- Printable classroom activities
- Lesson materials and discussion guides
- Ethics cases with open-ended questions
- Flexible, standalone resources
Our community
Built by students.
Shaped by classrooms.
KnightAI began in the BB&N AI Club as a way for students to look beneath the interface—to understand the systems they use and discuss their consequences. The resources keep evolving through the questions students and educators bring to the room.
Meet KnightAIStart where you are