Sage Open, Volume 16, Issue 1, January-March 2026.
This study investigates how artificial intelligence (AI)–mediated support and instructor guidance shape preservice mathematics teachers’ relational and procedural understanding. Using a quasi-experimental design with 76 participants across two ...

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