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Watch a detailed presentation exploring the development of a comprehensive AI-powered tutoring system designed specifically for beginning algebra students. Delve into the challenges and limitations of using Large Language Models (LLMs) as tutors, and discover how this innovative system aims to overcome these constraints to create a fully functional, self-contained teaching solution. Learn about the infrastructure required to transform LLMs into effective educational tools that can provide sustained, meaningful support for mathematics education beyond the initial hype and limited applications currently available.