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Sarah A. Chauncey

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#generative ai Open access Sep 2026

Designing a human-in-the-loop AI iterative process for research writing: a framework for preserving productive struggle

This Hypothesis and Theory paper addresses a design problem at the center of AI-assisted research writing: which cognitive demands should AI reduce, and which must remain the writer’s own work. Generative AI can absorb the effort of drafting, organizing, and synthesizing prose, but that same effort is where understandi...

Sarah A. Chauncey · 0 citations

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