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In this article, we explore the transformative impact of advanced, parameter-rich Large Language Models (LLMs) on the production of instructional materials in higher education, with a focus on the automated generation of both formative and summative assessments for learners in the field of mathematics. We introduce a novel LLM-driven process and ap...