Judge whether the artefact actually helps you learn — not just whether it looks good.

Challenge

1. Challenge 01

   Test your artefact against three checks: Can you explain the topic to someone else after using it? Could you answer a similar question without AI? Does it make you think, or think for you? Keep, refine, or reject.

2. Challenge 02

   An AI generated an infographic on photosynthesis with bright colors and animations. You found it visually engaging. Now test it: could you draw and label the electron transport chain from memory after using it? If yes, the artefact taught. If no, it entertained. What's the difference between the two, and why does it matter for your learning?

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3. Challenge 03

   You asked an AI to create a study guide on the fall of the Roman Empire. It's well-formatted with headers, bullet points, and a timeline. Before you use it, decide: what would prove this guide actually teaches you something? Write one test you'll perform after studying it. Then perform that test and judge the artefact by your own standard, not its polish.

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4. Challenge 04

   An AI produced a practice problem set on trigonometry with worked solutions. You notice you can follow each solution line-by-line, but when you try a new problem alone, you're stuck. Is the artefact teaching you, or showing you how you should feel when you understand? How would you redesign it to actually build skill?

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5. Challenge 05

   An AI wrote a debate-primer on artificial intelligence regulation. It presents both pro-regulation and anti-regulation arguments with examples. You read it and feel informed. Now judge: did it teach you to think about regulation, or did it teach you what others think? What's one question it should have asked you to answer to count as teaching?

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6. Challenge 06

   You created an AI prompt that generates practice conversations for learning a new language. The conversations are natural and use a mix of tenses. But after using it, you realize you've been recognizing words in context, not retrieving them from memory. Judge: is the artefact building productive struggle, or removing it? How would you modify the prompt to increase difficulty while keeping it realistic?

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7. Challenge 07

   An AI summarized a complex research paper on machine learning bias in hiring. The summary is clear and much shorter than the original. But you notice it omits the methodology section. Decide: is this a good summary for learning, or a shortcut that obscures how the researchers actually reached their conclusions? What's the cost of your choice?

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8. Challenge 08

   You asked an AI to create an interactive quiz on historical dates. It tells you immediately whether you're right or wrong, but doesn't explain why a date matters. Use this quiz for 10 minutes, then answer: could you explain to someone else why this date was a turning point, or can you only recall the date itself? Based on your answer, is the artefact teaching history or testing memory? Redesign it to teach.

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