Aligning Innovation with Institutional Values
An AI-driven tool that helps students discover related courses using TF-IDF vectorization and cosine similarity. It analyzes course content and suggests relevant courses.
View ProjectMissionSync is a dynamic tool designed to leverage Gen AI to align user queries with the mission and values of an organization.
View ProjectA data visualization tool that aggregates and analyzes enrollment trends, financial aid distribution, and demographic insights using an interactive Streamlit interface.
View ProjectAbstract: This paper explores the intersection of artificial intelligence and higher education administration, focusing on liberal arts colleges (LACs). It examines AI's opportunities and challenges in academic and student affairs, legal compliance, and accreditation processes while also addressing the ethical considerations of AI deployment in mission-driven institutions.
Read Full PaperAbstract: This study develops a structured AI audit framework for higher education, providing universities with step-by-step methodologies to ensure ethical alignment, risk mitigation, and governance oversight in AI implementation.
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