✳ Little by little

See how it learns

Same student. A different lesson each time.

Session 1 · observe

Find the tricky step

Maya can use divisibility rules but gets stuck scaling ratios. The teacher checks a smaller relationship before offering a ratio table.

Session 2 · remember

Start from evidence

The teacher returns to ratios, recalls that the visual helped, and gives Maya a smaller hint instead of repeating the first explanation.

Session 3 · reduce support

Check independence

Maya solves a different ratio problem without the table. That transfer matters more than getting another nearly identical exercise right.

Maya is a fictional local simulation. Real student lessons in the pilot are served by the Python Primer teacher; its available topics and decisions may differ from this illustration.

Try the fictional demo →