Lesson 1 of 10 · AI Tutoring That Helps Students Learn
In this lesson. Hints and questions first; solutions last and optional.
What you will learn
- Hints first
- Solution optional
- Pedagogy
Walkthrough
You will set the pedagogy: Socratic, then example, then solution if the learner asks. A tutor that dumps answers trains nothing. This is the product principle.
Work through the ideas in order. After each point, pause and connect it to a task you already do — a document, a workflow, or a feature you own. The goal of AI Tutoring That Helps Students Learn is usable skill, not a pile of notes.
If something is unclear, rewrite it in your own words before you continue. Teaching the step back to yourself is the fastest way to see gaps.
Practice
Write the tutor policy in four rules.
Keep the first attempt small. A finished example you can reuse beats a perfect plan you never run.
Check your understanding
- Can you explain the goal of this lesson in one sentence to a teammate?
- Where would you apply “Hints first” in your own work this week?
- What would you change on a second pass of the practice?
Next. Continue to the following lesson when the practice has a real artifact, even a rough one.