Category: Curriculum Progression

How to Evaluate a School AI Curriculum Before Adoption: 7 Questions That Matter

Most AI curriculum demos go well. A chatbot answers a question in a friendly voice. An image classifier sorts cats from dogs. Someone on the review…

Returning Doesn’t Mean Repeating: The Same Question, Asked With Better Evidence

Ask a Grade 4 class and a Grade 10 class the same question: “Whose job is it to make sure an AI is fair?” You should…

Formative Assessment in AI Lessons: The Small Checks That Reveal Big Misconceptions

Ask a class whether an AI system learns from every person who uses it, and you will hear confident answers in both directions. Some students will…

Age-Appropriate AI Education: How to Tell Whether a Lesson Matches Students’ Readiness

A Grade 6 class watches a live demo of an image generator. The students love it. Ask any of them how the picture was made and…

AI Curriculum Progression: What Should Actually Deepen Each Time Students Revisit AI?

Ask a school what its AI programme covers in Grade 3 and again in Grade 9, and you may hear the same answer twice: AI in…