Category: AI Education

Sounds Right, Isn’t Right: Teaching Students to Question Plausible AI-Generated Claims

Ask a chatbot for the title of a colleague’s PhD thesis. It may give you three different answers, one after another, all in the same calm…

What AI Safety Means in a School Curriculum It Is Three Things, Not One

Ask three people in a school what “AI safety” means. The safeguarding lead will talk about deepfakes and chatbots that students confide in. The head of…

Teaching AI Bias Through Data and Decisions Students Can Investigate

A class watches three slides about a face-recognition system that works worse for some people than others. Everyone agrees it is unfair. But nobody can say…

AI Literacy Assessment: How Can Schools Tell Whether Students Understand AI?

Two students both score 9 out of 10 on a quiz called “What is machine learning?” Then the teacher asks each one: “A model is very…

Secondary School AI Curriculum: Moving From Demonstrations to Evaluation

A Grade 9 teacher uploads a photo, and an image classifier labels it correctly in under a second. The class is impressed. Then one student asks,…

AI Education in Kindergarten: What Young Children Can Learn About AI Through Play

You have probably heard a small child tell a voice assistant it got something wrong. It is a tiny moment, and it holds an important idea:…

Teaching About AI vs Teaching With AI: Why Schools Need Two Different Plans

A Year 9 science teacher lets students use a chatbot to summarise a research paper. Next door, a computing teacher asks students to explain why a…

AI Literacy vs AI Skills: Why Schools Need to Define Both

Two schools both say they “teach AI.” One runs prompt-writing workshops. The other has students train a small classifier and explain why it gets some cases…

Beyond the Tools: What an AI Curriculum for Schools Should Actually Teach

Picture a Grade 8 student who gets a chatbot to write a neat paragraph in ten seconds. Now ask her why the same chatbot made up…