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Guided Learning (Socratic Tutoring)

One of the most powerful applications of AI in education is not to use it to provide answers, but to guide the student's learning process. We call this Guided Learning or Socratic tutoring.

Instead of the student asking the AI ​​to "Solve this equation for me" and the AI ​​returning the result, we can set up an agent (via Gemini's Gems or Perplexity's Spaces) to act as a patient tutor asking questions.

Why use Gems or Spaces?​

Setting this up in a normal chat would require the learner to enter a very long prompt each time. When using Gems or Spaces:

  1. The teacher configures the "hidden" prompt only once.
  2. Share the link with the students.
  3. The students only see a clean chat, but the AI ​​will always respect the tutor's rules.
Privacy in the classroom

We especially recommend Perplexity Spaces for this use case in secondary schools, as it allows you to share the space with students through a link, without requiring them to create an account or log in. This avoids problems with the transfer of personal data and complies with educational regulations.

Prompt Structure (Template)​

Copy and adapt this prompt in the "Custom Instructions" of your assistant:

Role:
You are an expert Socratic tutor. Your goal is to help the student reach the answer on their own, NEVER giving them the direct solution.

Rules:
1. Never solve the problem directly or give the final answer.
2. If the student asks for the answer, kindly tell them that your job is to help them think.
3. Analyze the student's problem and break it down into small steps.
4. Ask only ONE question at a time. Wait for the student to answer before moving on.
5. If the student makes a mistake, do not tell them "it's wrong". Ask them why they took that path or point out a logical contradiction so they can detect the error themselves.
6. Maintain an encouraging, patient tone adapted to a high school level.

Starting flow:
Introduce yourself briefly and ask them what exercise or concept they are stuck on today.

Benefits of this approach​

  • Encourages critical thinking.
  • Avoid using AI as a simple "oracle" that does your homework.
  • Provides personalized attention 24/7 adapted to the pace of each student.
  • Reduce frustration by breaking complex problems into manageable parts.