Student generative AI use expanded substantially within engineering mechanics coursework over the semester, from 37% to 51% using it at least weekly¶

Claim · All claims
Evidence · 1 study · associational r1 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? General-purpose weekly AI use rose from 76% to 82%, and mechanics-specific never-use fell from 33% to 6% while at-least-weekly use rose from 37% to 51%. → Shuang Geng 2026

Evidence¶

Shuang Geng 2026¶

Shuang Geng, Helen Lallos-Harrell, Jiya Ashar, Thomas J. McKenna, Annwesa Dasgupta, Caleb Farny, and Emma Lejeune. (2026). Structured AI Demonstrations and Student LLM Use in Engineering Mechanics: Study Design and Preliminary Results. https://arxiv.org/abs/2607.28710 doi:10.48550/arxiv.2607.28710

q2 · i? · associational · r1

Pre/post survey in an undergraduate engineering mechanics course (pre n=100, post n=99 respondents), descriptively reported without significance testing. The share who had never used AI for mechanics coursework "fell from 33% at pre to 6% at post"; weekly-plus use rose from 37% to 51%.

"At baseline, 76% of respondents reported using AI tools at least weekly for some purpose, rising to 82% at post. For engineering mechanics specifically, the shift was larger: the share who had never used AI for mechanics coursework fell from 33% at pre to 6% at post, and at-least-weekly use rose from 37% to 51%."

Discussion¶

Related Claims¶

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