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As artificial intelligence increasingly integrates into educational settings, questions arise about which skills will essential in the teaching profession. This qualitative study used a scenario-based methodology for imagining possible futures, data from three elementary teachers to understand their views on skill prioritization in AI-integrated classrooms through scenario-based interviews exploring present-day, near-future, and distant-future educational contexts. Findings reveal six themes: emphasis on human decision-making, interpersonal skills as core competencies, adaptability and problem-solving as meta-skills, critical thinking about AI outputs, classroom management, and continuous professional learning. Teachers generally viewed evolution of existing human skills as essential to AI-enhanced teaching rather than diminishing or replacing distinctly human capabilities. These insights could inform efforts to equip educators for increasingly AI-mediated learning environments.