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Teaching the Teachers: What AI Student Agents Reveal About Preservice Teachers’ Noticing in Statistics

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RUME 28

2026

Alexandria, Virginia

Teaching the Teachers: What AI Student Agents Reveal About Preservice Teachers’ Noticing in Statistics

Page: 1490

Generative artificial intelligence (AI) and data science have become increasingly important in mathematics education. For this poster, we will explore the use of custom agents to generate a set of AI students that can be leveraged in training pre-service teachers to notice students’ mathematical thinking. In this proposal, we present the results of study where preservice teachers engaged with the AI student students to gain experience with statistics content and practice noticing and responding to students.

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