03:50
2026-05-21
dev.to
artificial-intelligence
Closing the feedback loop: how mistake classification drives adaptive problem selection in NumPath
The NumPath AI math tutor for children with dyscalculia fixed a flaw in its adaptive engine: although the system classified student mistakes (e.g., digit reversal, borrowing errors), it ignored these …