Design hints that preserve thinking
Create a guided activity that makes learners explain their thinking.
Use this lesson with the “Prototype a tutor that gives hints” skill builder. Allow about 45 minutes for reading and practice; provider training is additional.
1. Learn the principle
Define what a successful learner explanation looks like. Ask the tutor to offer one question or hint at a time. Test incorrect, vague, and answer-seeking responses before any student use.
2. Study a worked example
A learner cannot compare 1/3 and 1/4. A useful hint asks them to imagine equal-sized wholes split into three and four parts, then explain which piece is larger.
3. Practice with your own example
Write a tutoring instruction for one concept. Run three fictional learner responses. Record where it gives too much away or fails to recognize confusion, then revise.
Produce: A reviewed tutoring prototype and three test transcripts.
Review your work: The prototype prompts reasoning and your plan specifies when a teacher intervenes.
4. Check your understanding
What should happen if the learner remains stuck?
Reveal the explanation after you answer
Use another targeted scaffold or involve a teacher; do not trap the learner in a repeated prompt loop.
5. Extend the skill
Have a colleague try an unexpected response and inspect whether the activity still supports reasoning.
Continue with an official resource
SchoolAI: Getting started with Spaces ↗
The lesson above is an original NextGen-AI practice guide. The external link is supplementary provider training, documentation, or curriculum; it is not required to access this lesson. Providers control accounts, pricing, and course availability.
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