Global Standardization, the PISA Effect, and Education Trade in the Age of the Learning Mind and the Producing Machine: A Cognitive and Socio-Political Synthesis

In an era of rapidly spreading generative artificial intelligence (AI), the production, circulation, and processing of knowledge are moving beyond the monopoly of the human mind and becoming a human–machine partnership. For centuries, producing, circulating, and learning knowledge was the privilege of the human mind; generative AI systems are turning this privilege into a shared domain. Machines that write texts, solve problems, ask questions, and generate explanations are now ordinary features of classrooms, libraries, and research laboratories. Education systems, however, are being shaped not only by a technological and cognitive transformation but also by the understanding of curricula as a global product, by international comparative assessments such as PISA, and by an increasingly commercialized global education market. This article critically examines the benefits and harms of imposed global standards, the influence of PISA on Turkish curricula, and the implications of international curriculum transfer and education trade for stakeholders. In an age when algorithmic work is delegated to machines, it foregrounds epistemic autonomy, metacognitive awareness, and adaptive curricula as the focus of a humane education.