Abstract
The commentaries on Robinson et al. thoughtfully extend the target article's central purpose: beginning a disciplinary conversation about how undergraduate psychology can prepare students for an artificial intelligence (AI)-shaped world while preserving the human, scientific, ethical, and transferable skills that define psychological education. We clarify that our intent was not to diminish learning, reduce psychology to technical AI use, or suggest that AI should displace the established strengths of the major. Instead, we view AI proficiency as an emerging form of professional and civic preparation that educators should integrate through skills psychology already develops, including critical thinking, scientific reasoning, ethical judgment, communication, self-regulation, cultural responsiveness, and understanding human behavior. We began with established American Psychological Association resources because they offered a practical, familiar foundation for curricular integration. We did not propose an exhaustive model or fixed doctrine. Rather, we offered a framework intended to inspire further development, international adaptation, empirical testing, and practical implementation. Responsible integration will require faculty development, institutional support, transparent learning practices, culturally responsive and international perspectives, and continued scholarship on learning, transfer, assessment, and workforce preparation. We conclude by encouraging collaborative work, including a national or international summit, to advance learning-centered, human-centered, and ethically responsible AI education.