AI is well suited to producing question banks — the volume and variety it can generate quickly would take far longer to write from scratch. The catch is accuracy, particularly for maths and factual content, so a check step is essential.
What works
- Generating 10-15 multiple choice questions on a topic, then selecting and editing the best ones
- Producing a mixed-difficulty quiz for retrieval practice at the start of a lesson
- Creating an answer key alongside the questions to save marking time
Always verify
Work through every AI-generated maths or factual question yourself before using it with pupils. AI tools can produce questions with incorrect answers, ambiguous wording, or a difficulty level that doesn't match what was asked for — catching this takes a few minutes and prevents confusion in the classroom.
Retrieval practice at scale
One place this genuinely changes a teacher's week is low-stakes retrieval practice — the quick five-question starter quiz that reinforces prior learning. Generating a fresh, varied set each day (rather than reusing the same three questions all half-term) is exactly the kind of repetitive-but-valuable task AI handles well, provided the accuracy check becomes a habit rather than an afterthought.
Key takeaways
- AI is fast at generating question volume; you're still needed for accuracy.
- Always ask for an answer key alongside the questions.
- Retrieval practice starters are a strong, low-risk daily use case.