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The emergence of Generative Artificial Intelligence (GAI) poses unique challenges to history education. This study explores cognitive shifts, challenges, and pedagogical principles formed by pre-service history teachers during nine-week AI-integrated instructional design practice. Through content analysis of 11 instructional design proposals and 4 focus group interviews, findings reveal: teachers' GAI perceptions evolved significantly from "efficiency tool" to "pedagogical partner"; they identified key challenges related to technological reliability and pedagogical dependency, developing coping strategies of critical validation and boundary setting; ultimately, a core pedagogical principle emerged—GAI should serve as "catalyst for inquiry stimulation" rather than "answer machine." This study illuminates teachers' early AI-TPACK formation and provides practical insights for teacher education.