Selected work
Studio projects Learning & practice

Interactive Learning AI

A deterministic circuit-learning world for Grade 7 science: wire a cell to a bulb on a phone, and tested software — never the AI — decides what happens.

Live prototype · milestones M1/M2 complete; the AI tutor is deliberately not connected yet

What can be checked

Prototype · a working name and nine deterministic domain tests; no user or learning-outcome figures are claimed

Reason

Chat alone is a poor way to teach a child how a circuit behaves. The idea has to be manipulable — and whatever the learner does, the science shown back has to be dependable.

Move

A separate, deterministic rules engine owns the physics, covered by nine domain tests; the interface can only render what the engine decides, never what a model guesses.

Result

The M1/M2 preview is public: keyboard-accessible controls, undo, and one deliberately narrow scenario — one cell, one bulb, two wires — built properly before anything wider.

Where to get it

PreviewOpen Interactive Learning AI (Preview)

The working M1/M2 preview

Source: the project's own repository record

What would have to move for your project to be worth doing?

Start with the reason. We can work out the right size of move from there.