Education systems are subject to scrutiny from a range of stakeholders, including policymakers, school leaders, and the broader community. This scrutiny appraises productivity in the educational landscape, necessitating an emphasis on metrics, standardized testing, and measurable outcomes. Evaluating education through this prism has led to a devaluation of process and experience in student learning, with priority given to outcome-driven, assessable results. An emphasis on learning efficiencies as a helpful tool for achieving measurable outcomes in schools is underpinned by a heavy reliance on digital interfaces, artificial intelligence, and a reduction in opportunities for deep learning. Against this backdrop, music education stands out as a powerful—and perhaps even rebellious—counterforce. Engagement in music education requires attentional capacity, iterative learning, persistence, resilience, problem-solving skills, self-evaluation, and long-term planning—skills that cannot be fast-tracked or modularized. This workshop aims to explore how music education serves as a form of cognitive resistance to the oversimplification of learning by discussing and unpacking research across cognitive neuroscience, psychology, music education, sociology, and general education in an interactive fashion. Delivered in three parts, this session presents evidence indicating a normalization of reductive learning, overmeasurement of student work, a “productivity” paradigm, and implications for deeper societal polarization resulting from reduced access to deep, meaningful learning. Specifically, the first section will address findings on brain plasticity, attentional processes, social consequences of reductive learning, and the latest research on the neurobiological impacts of taking “digital shortcuts”. The second part will consider the beneficial effects of music education on brain development and the entrainment of sustained learning practices, examining studies that investigate the role of difficulty, repetition, and error correction in consolidating long-term learning. The third section of this workshop, which situates music education within a broader context of cognition and pedagogy, offers a conceptual framework that positions music education as a cognitive resistance to the present paradigm of pedagogical simplification. Learning music requires effortful practice, attentional control, the ability to discern and self-correct, and the development of aesthetic principles that encompass beauty, communication, and expression. Music education, therefore, promotes the neural and cognitive complexity essential for lifelong learning, memory consolidation, and expressive practice. For educators and policymakers, the implication is clear: music should not be sidelined as an enrichment activity but rather embraced as a central discipline that keeps brains active, adaptive, and capable of engaging with a complex world.