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LLM-Era College Admissions Essays Exhibit Paradoxical Semantic Trends

2025-10-22

Abstract excerpt

<p>Concerns that AI will homogenize human thinking—and homogenization evidence when human-AI collaboration is observed—appear at odds with findings that AI-assisted content is judged as highly original. Using a multi-method approach that combined a controlled experiment with two large-scale natural experiments in over 160,000 U.S. college admissions essays, we observed a counterintuitive pattern: AI-assisted essay...

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Literature Corpus work
a1917ef2-9808-5db6-808a-753e86b7a93f
DOI
10.31234/osf.io/jsz58_v4
Open publication

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Semantic proximity does not establish scientific evidence.

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LLM-Era College Admissions Essays Exhibit Paradoxical Semantic TrendsDOI 10.31234/osf.io/jsz58_v4
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