Guide · AI in learning
A Socratic AI tutor: an assistant that asks instead of answering.
Most AI chatbots hand over the answer. A Socratic tutor asks the next question, so the student does the thinking.
A Socratic AI tutor guides a student with questions and hints rather than giving the answer. It checks the student’s reasoning at each step and only moves on when the student can explain it.
What a Socratic tutor should and should not do
| Should | Should not |
|---|---|
| Ask what the student thinks the next step is | Write the answer to a graded assignment |
| Give a hint when the student is stuck | Do the arithmetic in its head |
| Show every calculation through a visible tool | Invent a rate or a figure |
| Remember what this student usually confuses | Keep a hidden profile the student cannot see |
| Reply in the student’s language | Ask for ID numbers or OTPs |
What it looks like for a commerce topic
- The lesson starts from a real case, such as a shop’s day book for one week.
- The student is asked to record a transaction and say why.
- If the entry is wrong, the tutor asks a question that exposes the mistake, rather than correcting it.
- Totals and taxes are worked out with a calculator or rate table the student can see.
- The student explains the whole case back; the tutor asks until the reasoning holds.
- The confusion is remembered and comes back in a short revision before the test.
What faculty need from it
A view of the cohort: who is progressing, which topics most students are stuck on, and rules that keep graded work the student’s own. See the comparison with answer chatbots, and the checklist for AI and academic integrity.
How Teach-Back does it
Teach-Back is a personalised AI learning portal for commerce and finance students at colleges, universities and training institutes. Each student’s course, semester, language and goals produce a syllabus-aligned plan that is frozen once set, while the journey through it adapts to their pace. Lessons are built on real cases, such as a café’s GST, a shop’s day book or a bank statement. In the teach-back studio the student explains the topic and a Socratic assistant asks, hints and checks until the reasoning holds; it coaches graded work and never does it. Every number comes from a visible tool call to calculators or rate tables, not mental arithmetic. The assistant remembers what each student mixes up, in a memory the student can see, edit and wipe, and schedules short revisions on the phone. Faculty see cohort progress, a gap heatmap, assignments and integrity rules.
Questions
What is a Socratic AI tutor?
An AI assistant that guides a student with questions and hints instead of giving answers, and checks their reasoning until they can explain it.
Will a Socratic AI tutor do my assignment?
It should not. It coaches graded work with questions and hints but never writes the answer.
How does an AI tutor avoid wrong numbers?
By working every figure out through a visible calculator or rate-table call rather than generating it.
See it on your own data. Teach-Back — Learn it, then teach it back. Book a 30-minute working session with an engineer.