A.I. Math Personalization Tool (AMPT)

Product or Programme · All products and programmes
Evidence · 1 claim (1 for) · 1 study (1 design), q2 · 0 of 1 report an effect size · 1 claim rests on one study

Description

A generative-AI system developed by Norberg et al. that guides students in co-authoring culturally relevant mathematics word problems aligned with target pedagogical standards.

Components

• AMPT: an AI tool that lets students co-author culturally relevant math word problems: The A.I. Math Personalization Tool (AMPT) is a generative-AI system built "to enhance cultural relevance in math word problems by giving students agency over the content." It "leverages generative AI to directly engage students as co-authors of math word problems": through scaffolded conversations students provide the context for a problem, and the AI integrates that context with the pedagogical standards of a target learning domain. Co-authored problems have been delivered to students using MATHia for additional testing. (Norberg et al. (2025))

Claims

• A single 30-minute session co-authoring math word problems with AMPT significantly increased students' sense of belonging in mathematics [+M]

Related Products and Programmes

• Waterproof

Key Sources

• Norberg, K., Murphy, A., De Ley, L., Moltz, E.S., Almoubayyed, H., Ritter, S. (2025). Using Generative AI to Foster Student Sense of Belonging in Mathematics. In: Artificial Intelligence in Education, AIED 2025, Lecture Notes in Computer Science, vol 15882. Springer, Cham. https://doi.org/10.1007/978-3-031-98465-5_24

Page metadata

Field	Value
type	product
id	ai-math-personalization-tool-ampt
title	A.I. Math Personalization Tool (AMPT)
description	A generative-AI system developed by Norberg et al.
status	review
product_kind	software
generated	by process:settle-candidates on 2026-10-11
trust	unverified — no one has confirmed this page's content

Frontmatter is the page's machine-readable record — see the Schema & Guide.