Skip to main content
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.

AuthorsCasimir Beng, Osei Vandermeer, Anneke Tolan
SchoolSchool of Continuous Improvement
Output typeResearch paper
Published
DOI10.5555/slop.7aynun
Pages5
Version1.0
LicenceCC BY 4.0

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},
}