AINeutralarXiv – CS AI · 14h ago6/10
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From Understanding to Creation: A Prerequisite-Free AI Literacy Course with Technical Depth Across Majors
George Mason University's UNIV 182 course demonstrates that AI literacy education can achieve both technical depth and broad accessibility without prerequisites. The course uses a five-part pedagogical framework including structured problem-solving pipelines, ethics integration, peer critique sessions, cumulative portfolios, and AI tutoring agents to guide non-technical undergraduates from conceptual understanding to building functional AI systems.