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Balancing Innovation and Integrity: AI Integration in Liberal Arts College Administration

arXiv 2503.05747 ↗First posted 20 Feb 2025cs.CY cs.AIcited by 0

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Abstract (arXiv)

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. Considering AI's value pluralism and potential allocative or representational harms caused by algorithmic bias, LACs must ensure AI aligns with its mission and principles. The study highlights other strategies for responsible AI integration, balancing innovation with institutional values.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 14 of its 124 references that are in the map. First posted on arXiv 20 Feb 2025.

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14 of 124 references.

References · 14

  1. 2017Attention Is All You Needcited by 60,361
  2. 2020Retrieval-Augmented Generation for Knowledge-Intensive NLP Taskscited by 9,297
  3. 2023A Survey of Large Language Modelscited by 2,576
  4. 2019A Survey on Bias and Fairness in Machine Learningcited by 1,917
  5. 2020Artificial Intelligence, Values and Alignmentcited by 448
  6. 2019A Framework for Understanding Sources of Harm throughout the Machine Learning Life Cyclecited by 193
  7. 2022The Ghost in the Machine has an American accent: value conflict in GPT-3cited by 105
  8. 2023Context-faithful Prompting for Large Language Modelscited by 80
  9. 2023Generative Pre-trained Transformer: A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directionscited by 55
  10. 2023AI Alignment and Social Choice: Fundamental Limitations and Policy Implicationscited by 36
  11. 2024Responsible Adoption of Generative AI in Higher Education: Developing a "Points to Consider" Approach Based on Faculty Perspectivescited by 5
  12. 2023Generative AI and Its Educational Implicationscited by 2
2 more
  1. 2024Towards a Middleware for Large Language Modelscited by 2
  2. 2024Development of REGAI: Rubric Enabled Generative Artificial Intelligencecited by 1

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