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Delegating Before Learning: Where Generative AI Sits in Students' Professional Communication

arXiv · AI, language, vision and robotics · article · Aug 28, 2026 · UTC

We conducted an interview study with twelve students on their use of generative AI in academic communication. Students delegated professional messages to AI most where the pressure to sound professional is highest: email to instructors and administrators. AI involvement ranged from correcting the writer's own text to working out and writing the message outright, and students checked AI-written text against two criteria: whether it looks like AI and whether it sounds like them. Building on these findings, we model the AI-mediated process of writing a student--instructor email at the highest lev

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Evidence & attribution

First collected: 2026-09-21T08:02:06.831Z. This is not the publication date.