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LLM access levels show varied impact on student essay writing

A pilot study involving 24 college students explored how different levels of access to large language models (LLMs) impact essay writing. Researchers found that overall essay quality was similar across groups with no, limited, or unlimited LLM access. However, students with limited LLM access reported greater ownership of their work and more strategic use of AI, while those with unlimited access produced essays more akin to AI-generated content and felt less creative. AI

IMPACT Constraining LLM access in educational settings may better balance AI's scaffolding benefits with students' sense of authorship and creativity.

RANK_REASON Academic paper detailing a study on LLM effects. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Julia Christenson, Karin de Langis, Shirley Anugrah Hayati, Dongyeop Kang ·

    Effects of Varying LLM Access on Essay Writing Behavior

    arXiv:2606.00250v1 Announce Type: cross Abstract: Investigating the degree to which large language models (LLMs) affect teaching and learning in universities can help identify strategies for integrating LLMs in a way that supports, rather than undermines, student learning outcome…