A methodology for undergraduate mathematics education relocates evidential trust from polished written work to live human explanation and cumulative observation to address AI assistance.
Programmatic assessment design choices in nine programs in higher education
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Open Preparation, Human Explanation, and Instructor Synthesis: A Human-Scale Methodology for AI-Rich Higher Education
A methodology for undergraduate mathematics education relocates evidential trust from polished written work to live human explanation and cumulative observation to address AI assistance.