The compare step
Why it matters Struggling with a problem before being taught is not wasted time, but only if you then compare your attempt with better ones. This course is built on that.
A large review of 53 studies found that trying a problem before instruction beats being taught first, with a moderate effect, and a stronger one when the attempt is followed by comparing solutions (Sinha and Kapur 2021). Researchers call it productive failure.
How to read the compare panel
When you pass a problem, a panel opens under it with the sealed AI answers and an expert's route. Spend two minutes on it. Ask three questions:
- Which fact in the problem did the winning route use, and the sealed ones ignore?
- Did my route find that fact, or did I pass another way? Is mine better or worse, and for whom?
- What is the principle, in my own words?
Recap Attempt, then compare, then name the principle. Skipping the compare step throws away most of the learning.
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