Chapter 1: Asking Better Questions
AI quality is downstream of question quality. The student who asks better questions gets better answers from every tool, every person, and every system for the rest of their career.
Core Skill: Question Formulation
Most students type the first thing that comes to mind into an AI tool and accept whatever comes back. This chapter trains you to treat question formulation as a disciplined practice. A vague question produces a vague answer. A precise, layered question produces insight. This is not about prompt engineering — it is about thinking clearly enough to know what you actually need to know.
Teaching Aid
What You Will Learn
- How to commit your thinking in writing before touching AI (the Prediction Lock)
- How to rank questions by diagnostic power — which questions actually reveal root causes
- How to document AI interactions as a Reasoning Receipt showing critical engagement
- How to evaluate someone else's questions and discover patterns invisible in your own work
- How to defend your analysis under live questioning without AI access
Exercises
| Exercise | Title | Layers Used | What You Build |
|---|---|---|---|
| 1 | The Prediction Lock | Layer 1, Layer 2 | Sealed prediction document + reasoning receipt |
| 2 | The Question Tournament | Layer 3, Layer 5 | Comparison table ranking questions from two students |
| 3 | The Divergence Test | Layer 5, Layer 2 | Original analysis with uniqueness statement |
| 4 | Live Defence | Layer 3, Layer 4 | Peer defence record + counter-argument response |
Chapter Deliverable
A Question Quality Portfolio containing all four exercise deliverables plus a final reflection on your question formulation growth. The business scenario answer is worth 0% — the thinking process is the entire grade.