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This lecture explores the impact of interaction and biases on learning tools. It delves into the ABCDE model of cognitive behavior, interest development, and the self-determination theory. The presentation discusses the importance of feedback, motivation, and setting goals in educational settings. Additionally, it examines the role of peer tutoring, group work, and the effects of biases on different groups in engineering education.