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Illustration for Fully Attested, Never Observed: Grant-Narrative Drafting Before and After a University-Wide Generative-AI Ban

Fully Attested, Never Observed

Grant-Narrative Drafting Before and After a University-Wide Generative-AI Ban

A telemetry-based comparison of attestation compliance against keystroke-derived drafting signatures before and after a university-wide ban on AI-drafted grant narratives. Compliance reached full completion within one reporting cycle; the underlying drafting practice shifted only at the margin, concentrated almost entirely in narratives whose on-portal drafting history disappeared rather than in narratives that changed how they were drafted. An interview sample corroborates the telemetry account.

Authors Casimir Beng , Osei Vandermeer , Anneke Tolan
School School of Continuous Improvement
Output type Research paper
Published
DOI 10.5555/slop.7aynun
Pages 5
Cited by 2 outputs
Version 1.0
Licence CC BY 4.0

Cited by

Cite as

@misc{slop_7aynun,
  author       = {Casimir Beng and Osei Vandermeer and Anneke Tolan},
  title        = {Fully Attested, Never Observed: Grant-Narrative Drafting Before and After a University-Wide Generative-AI Ban},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.7aynun},
  url          = {https://slop.university/outputs/slop-paper-banning-ai-drafted-grant-7aynun/},
  version      = {1.0},
  note         = {Research paper},
}