S SPARKAI

A TUTOR THAT THINKS WITH YOU

Don't just get the answer. Learn how to reach it.

Bring a mathematics or programming problem. SPARK-AI helps you break it down, test your thinking, and find the next step through a guided conversation.

SPARK Socratic–Polya Adaptive Reasoning Kit

Start learning See how it works
  • Mathematics and programming tutors
  • Guided, step-by-step questions
  • Conversations saved in projects
SPARK-AI framework showing learners and teachers entering an orchestration layer with flow control, stateful sessions, prompt strategy, adaptive pedagogy, persistent memory, provider abstraction, and mathematics and programming modules.

HOW IT WORKS

From “I'm stuck” to a next step.

You don't need a perfect question or a finished attempt. Start with what you know.

  1. 1

    Choose a tutor

    Pick mathematics or programming and name the topic you want to work on.

  2. 2

    Share the problem

    Paste the task and, if you can, say what you have already tried or where you got stuck.

  3. 3

    Reason it through

    Answer the tutor's questions, check each step, and ask for another explanation whenever you need one.

SPARK-AI MATHEMATICS

A structured path from interpretation to reflection.

SPARK-AI Math guides the learner through five deliberate stages: interpreting the task, planning a strategy, carrying it out, verifying the result, and reflecting on the approach. GeoGebra mediation adds visual exploration when a graph or geometric representation can make the idea clearer.

SPARK-AI Math learning flow from interpreting and planning through execution, verification, reflection, adaptive scaffolding, and GeoGebra mediation.
Mathematics learning flowOpen full-size diagram ↗

SPARK-AI PROGRAMMING

From reading code to creating with confidence.

SPARK-AI Programming combines PRIMM and Polya into an active learning loop. Learners understand and predict first, then run, investigate, modify, and create. The tutor keeps the dialogue context and adjusts its questions and support to the learner's current stage.

SPARK-AI Programming learning flow from understanding and predicting through running, investigating, modifying, creating, reflecting, and adaptive scaffolding.
Programming learning flowOpen full-size diagram ↗

BUILT FOR ACTIVE LEARNING

The process matters as much as the result.

SPARK-AI uses guided questions inspired by the Socratic approach and Polya's problem-solving steps. The aim is to help you understand the problem, form a plan, work through it, and reflect on the result.

Read the quick-start guide

YOUR FIRST QUESTION CAN BE SIMPLE

Bring the problem. We'll find the next step.

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