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Cosmic Scale  /  Society

The degrees that lead to the highest-paying jobs for new college graduates are exactly the ones most likely to be automated by AI.

This challenges the logic that education provides a 'moat' against automation. In reality, there is a near-perfect correlation between how much a field pays new graduates and how vulnerable its tasks are to Large Language Models.

Original Paper

Mapping the Structural Divide: Institutional Resilience, Post-College Market Position, and Artificial Intelligence Exposure Across U.S. Higher Education

Kyle L. Saunders

EdArXiv  ·  7ypwu_v3

We present a transparent, reproducible framework for mapping U.S. four-year colleges and universities along two composite dimensions — Institutional Resilience and Post-College Market Position — using publicly available federal data. The framework covers 1,609 currently operating institutions and includes, as an exploratory extension, an institutional-level measure of AI-related labor market exposure derived from O*NET occupational task analysis weighted for entry-level career pathways. We docum