Responsible Uses of Artificial Intelligence for Certification Preparation

Guiding Principles

• AI is a tutor, not a substitute for practice
• Verify any factual claim against official material
• Never share exam content with AI tools

Genuinely Helpful Uses

• Summarising long chapters into study notes
• Generating practice questions on weak topics
• Explaining a concept in a different way when you're stuck
• Building a study schedule around your available hours

Risky Uses to Avoid

• Trusting AI answers without cross-checking official documentation
• Using AI to generate 'brain dump' style content
• Skipping hands-on labs because AI 'explains it'

A Sensible Weekly Workflow

• Read the official objective for the week
• Use AI to explain and quiz you on it
• Do a hands-on lab or scenario
• Review incorrect answers and revisit the objective