Can education set the agenda for AI? Simulated innovation and pedagogical direction-setting in teacher education

An analysis published in Frontiers in Education argues that generative artificial intelligence (GenAI) presents an inflection point requiring education to abandon its historically reactive posture toward technological innovation. Because GenAI can produce artefacts resembling genuine educational performance, such as texts, explanations, feedback, and assessments, the sector is forced to proactively define what constitutes authentic learning, authorship, judgement, and evidence, rather than merely adapting to externally developed commercial tools.

This development matters because generative AI threatens the integrity of traditional educational evaluation by producing outputs that look indistinguishable from demonstrated human competence. Without institutional direction-setting, education risks outsourcing its normative standards of learning and intellectual performance to commercial technology developers. Educational governance must therefore transition from passive technology adoption to active pedagogical governance.

Educational systems have historically operated reactively, adapting teacher training and pedagogy belatedly to external technological developments.

Forward consideration, not a verified fact.