10–15 minute benchmark

General Practical AI Assessment

Choose the best answer for each workplace scenario.

1. Which prompt gives an AI assistant the best chance of producing a useful project brief?

2. An AI gives you an impressive statistic but no source. What should you do first?

3. You need current web research with cited sources. Which approach is best?

4. Which information should NOT be pasted into a public AI tool without authorization?

5. For a complex task, what is usually the strongest workflow?

6. When comparing competitors, which research approach is strongest?

7. You upload a long policy document to AI. What instruction is most useful?

8. What makes an AI-generated deliverable actually useful at work?

9. Your AI output is too generic. What is the best next move?

10. An AI summary conflicts with the source document. What should you do?

11. Which principle is best when choosing between ChatGPT, Claude, Gemini, Perplexity, or another AI tool?

12. What is the safest approach to AI-generated hiring recommendations?