Different starting points
Introduce simple examples or deeper worked solutions according to what the learner knows.
PRODUCT / PERSONAL TEACHINGABHYASDHARA INTELLIGENCE LAB / PRODUCT NOTES
An explanation that
meets you where you are.
A useful AI teacher should not simply reveal an answer. It should explain, check what the learner understood and adjust the next example.
PERSONAL TEACHER / ILLUSTRATIVE DIALOGUE
Why is 20% of 250 equal to 50?
Think of 20% as one fifth. What is one fifth of 250?
50.
Exactly. Want to try a similar question without a hint?
Scripted example, not an active AI conversation.
Visual illustration, not production application data.
A BETTER WAY TO EXPLAIN
Teach the reason, then test understanding.
The teaching experience can adjust its depth, language and follow-up.
Language flexibility
Make explanations accessible in Marathi, Hindi and English through clear phrasing.
Check learning
Ask another question and update the guidance when the learner still needs support.
NEXT STEP
See how tutoring connects to practice
Explore the full student learning journey and existing app.
PRACTICAL GUIDE / AI TUTOR
How guided AI tutoring differs from answering a question
Relevant considerations for applying learning intelligence with evidence, oversight and clear next steps.
Start with the misconception
A learner who memorises the percentage formula may still choose the wrong base value in a percentage-change problem. A tutoring system should identify that specific misunderstanding before presenting another worked answer. It can ask one short diagnostic question, offer a hint, and assess a new problem rather than giving every step immediately.
A useful learning conversation
Consider the question “What is a 25% increase on 160?” After the learner answers, the assistant can compare the reasoning with the original quantity and explain why the increase is 40. A second problem with different numbers checks whether the idea transfers. The illustrated conversations here describe the intended interaction pattern, not a live chatbot hosted on this site.
Language and verification
The proposed teaching workflow supports explanations in regional languages, but this public website is intentionally English-only. For numerical answers, worked steps and independent checks are more important than fluent-sounding text. Learners should be able to correct or challenge an explanation.