Appendix A — How to use this guide

Published

Oct 2026

Learn through worked examples, then adapt the workflow to your own study. Follow each example in order or enter at the step you need.

Your role and AI’s role

Human → AI → Human

You define the question. AI assists the work. You verify and explain the result.

Use AI to explain code, investigate errors, and review your reasoning. Check its suggestions against your inputs, calculations, and outputs before accepting them. Share only information you are permitted to disclose.

Work through the example

Start with the question and the example results. Then work through the steps in order or choose the step where you need help.

Open the community comparison