Educational technology provides a wealth of possibilities for personalized learning and boosted educational outcomes. However, the increasing integration of algorithms into educational systems raises concerns about potential bias. Algorithms, trained on past data, can perpetuate societal biases, leading to discriminatory outcomes for students from