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Cover image for Why I'm building an AI math tutor for dyscalculia — and grounding it in 30 years of ITS research

May 21

Why I'm building an AI math tutor for dyscalculia — and grounding it in 30 years of ITS research

#numpath #adaptivelearning #dyscalculia #python

5 min read

Cover image for Closing the feedback loop: how mistake classification drives adaptive problem selection in NumPath

May 21

Closing the feedback loop: how mistake classification drives adaptive problem selection in NumPath

#numpath #adaptivelearning #python #bayesian

3 min read

Cover image for Why teachers need explainable AI, not just accurate AI — building the KC dashboard

May 21

Why teachers need explainable AI, not just accurate AI — building the KC dashboard

#numpath #adaptivelearning #vue #python

3 min read

Cover image for Attempt history in the teacher dashboard — the scalar subquery pattern

May 21

Attempt history in the teacher dashboard — the scalar subquery pattern

#numpath #adaptivelearning #python #vue

4 min read

Cover image for Prompt engineering for teacher insights with Claude — structured JSON and graceful fallbacks

May 21

Prompt engineering for teacher insights with Claude — structured JSON and graceful fallbacks

#numpath #adaptivelearning #python #llm

4 min read