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Faculty Focus · October 12, 2026 · On the brief until October 26, 2026

AI in Teacher Preparation: Why Student Privacy Must Come First

EducationCurriculum & InstructionEducational Leadership
THE AI ANGLE
Ingesting protected student records and classroom data

Preservice teachers are uploading student writing, assessment records, and behavioral notes into public artificial intelligence platforms. Teacher preparation programs must now train candidates on privacy laws and data ethics instead of focusing on prompt design. This shift requires teacher educators to model safe data habits and teach district compliance rules before candidates enter classrooms.

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THE TEACHING ANGLE
Candidates risk violating privacy laws because they share sensitive student records with chatbots to assist struggling learners without checking district rules.

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