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Research Summary: Still emerging: understanding Generative AI use in Higher Education

Original authors
Attribution requires verification
Original source
Frontiers in Education
Summary & Analysis prepared by
Aziz Shuaib Ausi
Resource type
Research Summary / Knowledge Resource
Resource published on AZIZ OS
10 September 2026
Last updated
30 September 2026
Reading time
1 min
Publication type
Knowledge Resource
Availability
Open access
About this Summary & Analysis

AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.

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A study examining Generative AI (GAI) adoption in an academic setting found that appropriate uses of these tools are not immediately clear to participants. Significant variations exist in both the application of GAI tools and the expertise levels among staff within the institution surveyed.

Why it matters

The rapid evolution and uncertain appropriate applications of Generative AI tools represent a significant strategic challenge for institutions. Understanding varied user expertise and perception is crucial for developing effective integration strategies and mitigating potential risks associated with misuse or underutilization.

Key insights

  • Generative AI tools are a rapidly evolving technology with diverse application methods.
  • The study investigated staff and student perceptions and responses to Large Language Models (LLMs) in an academic environment.
  • Participants did not find the appropriate applications of GAI tools in research settings to be readily apparent.
  • There was identified variation in how GAI tools were used and in the expertise levels among staff.
  • The study was conducted using a cross-sectional survey within a specific institutional context.

Source

Frontiers in Education — https://www.frontiersin.org/articles/10.3389/feduc.2026.1885253

Citation

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Verification

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Verification ID
ASA-EXE-2026-00354
Version
v1.0 · r0
Issued
10 September 2026
Resource prepared by
Aziz Shuaib Ausi
Resource status
Research Summary / Knowledge Resource
Underlying work
Still emerging: understanding Generative AI use in Higher Education
Original authors
Attribution requires verification
Original source
Frontiers in Education
Provenance status
Attribution requires verification
Rights
Underlying publication rights remain with the respective copyright holder(s). Refer to the original source for authoritative publication and licensing information.

This verification confirms the AZIZ OS resource record and its documented provenance. It does not establish authorship of the underlying external work.

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