Hidden Histories

Overview

For this assignment you are a teaching trying to get your students to learn with AI. You need to design a short learning exercise that helps students (your colleagues in this class) use AI to learn a historical concept or skill. It can be something you want to learn for the first time or something you struggled to learn in a different class or whatever.

The Challenge

You need to make sure students know what they are supposed to be learning so they can think about how to use AI for learning instead of just getting an answer.

Instead of simply asking AI to explain the concept, your task is to design a transparent learning process that shows how AI can support real learning and understanding.

Why We Are Doing This

Many students—maybe you at some point—already use AI tools to help with assignments (and I don’t mean cheating). But using AI to help with work is not the same as using AI to learn something difficult.

This project asks you to experiment with a different question:

What does an AI-centric assignment look like that helps someone learn to use AI to learn?

Teaching is often the best way to learn. Designing a learning process obviously helps someone learn from your assgignment, but more importantly it help you learn how to use AI to learn

Someone else will need to follow your instructions and use AI to learn the same concept. A follow-on assignment has each of us trying out someone’s assignment!

What You Will Create

You will design a short AI-assisted learning exercise that includes:

  1. A clear explanation of the concept or skill you want your student to learn, and why its valuable
  2. Step-by-step instructions for how AI should be used during the learning process with the broader goals in mind
  3. Specific types of output to produce
  4. Description of how to provide evidence that real learning actually happened

Choosing a Topic

The goal is not to choose something easy so that it’s easy to explain. The assignment will actually be harder because it won’t make any sense. The goal is to explore how AI might help with challenging learning situations.

Designing the Learning Process

Your assignment should include clear instructions for how AI will be used.

These instructions should explain:

AI can help with things like:

Transparency

This is an exercise is transparent assignment design. This means showing:

Learning with AI involves trial and error to learn how to guide it. I give you all the examples and hints I can, but there’s no substitute for going through the process yourself and aligning your AI use to how you learn. Showing that process is part of the assignment.

Reflection

Finally, separate from the assignment you create for students, include a short (~250 word) summary reflection discussing what you learned about learning with AI.

You might consider questions such as:

The goal of this reflection is to think about how AI can augment the process of learning. Use these reflection prompts to inform the reflection prompts you have to include on your assignment. Don’t just copy and paste, though, tailor them to your particular assignment for more useful understnading how your students were using it.

Assignment checklist

Keep these in mind while you’re composing your assignment, and make sure you have them all when you think you’re done.

Clear Learning Goal + Motivation

The assignment clearly identifies a specific concept or skill that needed improvement. Your students should understand why it’s important to learn the topic.

Well-Designed Learning Activity

The exercise provides clear and structured instructions for how AI should be used. Someone else should be able to follow the activity and attempt the same learning process.

Thoughtful Use of AI

Make clear how AI is used to support learning rather than simply produce answers. Students should be asked to demonstrate awareness of both the strengths and limitations of AI tools.

Evidence of Learning

The project shows clear evidence that the concept or skill was better understood by the end of the exercise.Readers should be able to see how the student’s understanding changed.

Process Transparency + Reflection

Students are expected to document how AI was used, including prompts and responses. Student should also be asked to thoughtfully consider what worked, what did not. The goal is not to produce perfect conclusions, but to think seriously about the process.