Using AI as a tutor to learn something new

Usage context

A teacher at any level — K-12 or university — who needs to get up to speed on something that came up at work: a pedagogical concept they don't fully understand, a new policy, a teaching approach they heard about in a workshop but didn't quite grasp. The AI acts as a patient tutor that explains, checks for understanding, and adjusts to where you're starting from.

Paste before

• The topic you want to learn, in one sentence.
• Your honest starting point: Do you know a bit about it already? Have you heard the term but it's fuzzy? Are you confusing it with something similar?
• Why you need to understand it: to apply it in class? For a team meeting? For a formal evaluation?
• How much time you have available right now for this learning session.

I want you to act as my personal tutor for learning a specific topic. Don't give me a Wikipedia summary: teach me the way an experienced teacher would — someone who knows how to adjust an explanation to whoever is sitting in front of them.

Topic I want to learn: {{topic}}

My starting point: {{starting_level}}

Why I need it: {{purpose}}

Time available: {{time_available}}

Instructions for this tutoring session:
1. Start with a short, accessible explanation of the core concept. Use a concrete analogy if it helps.
2. After explaining, ask me one or two questions to check my understanding and spot where I'm confused.
3. Wait for my response before continuing. Adjust what you say next based on what I tell you.
4. As we go, gradually increase the complexity.
5. At the end of the session, give me two or three questions I can keep exploring on my own, with suggestions for where to look (books, articles, courses, research).

If at any point I ask about something you're not sure is accurate — especially specific research findings or policy details — tell me clearly rather than making something up.

Expected output

Let me start with a practical explanation of Universal Design for Learning (UDL).

Think of it like planning a class trip. If you plan the trip only for students who can walk easily, you'll run into problems when the day comes and someone uses a wheelchair. But if you design the trip from the start with different mobility needs in mind, it works for everyone — no one needs to ask for a "special accommodation." UDL applies that same logic to your classroom.

Before we go further: when I say "multiple means of representation," what do you imagine that would look like in a Math class?

Watch out for

• The model can invent bibliographic references, authors, or studies that don't exist. If it cites a specific study or journal article, search for it before using it in a presentation or written work.
• This is not a substitute for accredited professional development. What you learn here is a starting point, not a certification.
• If the topic has legal or policy implications, always verify in the official source — don't rely solely on what the model tells you.

Suggested iteration

If the opening explanation is too technical: "Explain the same thing as if I've never heard this term before. Simpler."

If you already know the basics: "Assume I understand the general concept. I want to understand the more complex practical implications and the current debates in the education community."

If you want to practice applying it: "Now give me a concrete case from my subject area ({{subject}}) and walk me through applying this concept to it."