Quality and Qualifications Ireland (QQI) has published its Generative Artificial Intelligence Survey Report 2025, offering a data-rich snapshot of how generative AI (GenAI) is reshaping the Irish education landscape. The report draws on insights from over 2,200 staff and learners across further and higher education and the English language education sector.
The first national survey of its kind in Ireland, the Generative Artificial Intelligence Survey Report 2025 outlines how generative AI is understood, used and perceived within educational settings, and its anticipated impact on teaching, learning, assessment and the workplace.
Key Findings of the QQI report
- Limited awareness of institutional supports: both staff and learners indicated limited awareness and clarity of institutional policies or guidance on the use of GenAI, highlighting the importance of clearer strategies and more structured support.
- Urgent need for GenAI literacy: the report identifies a critical need for targeted training and digital upskilling to ensure that in cases where GenAI is applied in teaching and learning, that it is used ethically and effectively.
- Apprehension around GenAI used for admission processes: both staff and learners expressed discomfort with the possibility that GenAI could be used in admission processes, raising concerns about fairness and clarity.
- GenAI and academic integrity: about a third of staff and learners think it is appropriate for students to use GenAI tools in assessments; as long as they clearly explain how and why they used them.
- Impact of GenAI in assessment: many staff and learners believe that GenAI is very to extremely likely change how learners are assessed over the next five years.
- Worry regarding reduced credibility of qualifications: a significant number of both staff and learner respondents believe that trust in qualifications may decline if it becomes difficult to determine whether GenAI was used to obtain them.
To support deeper engagement with the data, QQI has developed interactive dashboards that allow users to explore the survey findings in greater detail. These dashboards offer dynamic visualisations and filters, enabling employers, educators, and policymakers to examine trends by types of institutions, age, gender and role of respondents, and fields of education. This tool is designed to help stakeholders make informed decisions about workforce development, digital skills training, and strategic planning in response to the evolving role of generative AI.
The full report and dashboards can be accessed here: Analysis of results from the Generative Artificial Intelligence Survey 2025 | Quality and Qualifications Ireland