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Towards Embedding Responsible AI in the School System: Co-Creation with Young People

Lead Research Organisation: University of Edinburgh
Department Name: Moray House School of Education

Abstract

Recent advances in Generative Artificial Intelligence (GenAI) have the potential to transform education, from reactive tweaks in assessment practices to fundamental philosophical debates about what we should value in the education of humans in an age of (currently narrow) machine intelligence. Though it is still early, the implications for learning in an age of pervasive use of GenAI are significant: issues of accountability; accuracy; and inclusion need addressing. that young people (YP) have a voice in how AI could and should be used in their education. Responsible AI requires meaningful engagement with stakeholders, including YP, who have the right to be consulted about the systems which affect their lives. The project will bridge the divide between principles of explainability, fairness and privacy as they apply to educational AI, and the values, hopes and concerns of YP when faced with emerging technologies whose implications are not yet fully understood. It will produce recommendations for educational policy and visions for educational practice that are grounded in lively, specific and meaningful engagements with YP as key stakeholders in education.

The three aims of this project are to:

Develop a picture of what responsible GenAI could look like within secondary school education.
Develop and test imaginative, speculative and participatory methods for generating meaningful insights into YP's perspectives on emerging AI technologies, testing these methods in two distinct educational contexts and providing a strong methodological foundation for a BRAID demonstrator project focusing on YP and education.
Produce recommendations for policymakers, educators and technology developers about what YP consider to be important considerations for including GenAI in school learning and assessment, and how GenAI literacy should be fostered.
To achieve these aims, the project will:

Interview academics, key government and local government and educational technology (EdTech) companies, to map how AI and data are currently used in the Scottish school system and document upcoming plans for changes and possible future developments.
Create educational materials to develop learners' GenAI literacy, containing clear and accessible visual summaries of how AI and data are currently used in schools and key emerging ideas about GenAI in educational contexts.
Work with groups of YP to understand their ideas about possible, desirable, acceptable future uses of GenAI in education (including barriers and opportunities), using creative, speculative, design-based and story-based methodologies.
Disseminate initial recommendations for the responsible use of AI in secondary schools for policymakers, educators and technology developers.
We will engage with a network of educational stakeholders in a way which rebalances the power and interests of current actors. While the power to make decisions about AI and data usage in education currently lies with government and local government, our work will make current practices visible and salient to learners in an accessible way, so that they can express informed preferences about responsible uses of such technology in the future. This will lead to action-guiding recommendations for responsible AI in school education, which can be expanded and enacted in later stages of the BRAID programme.

Publications

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Ross, J., Priydharshini E., Dyer, H, Atabey,A., Botta, C., Wilson, C., Robertson, J. (2025) The Handbook of Critical Studies of Artificial Intelligence and Education

 
Title Exploring the Ai Jungle 
Description This is a picture book for children about generative AI. It comes with a Teachers' Guide, a poster, a set of cards and a storytime video 
Type Of Art Creative Writing 
Year Produced 2024 
Impact We have just started sending them to schools so no outputs yet. 
URL https://dataschools.education/exploring-the-ai-jungle/
 
Title What's at Stake: young people's taks on AI and Education 
Description A zine, co-produced with young people about their views on AI in Education 
Type Of Art Artwork 
Year Produced 2024 
Impact It is too soon to say as we just started giving it to policy makers 
URL https://ai-and-education.shorthandstories.com/zine/index.html
 
Description Key findings
•There is a lack of policy or guidance in AI in Schools in Scotland, but a willingness to collaborate among key stakeholders to achieve this in the future.
*Young people have nuanced views about the future of AI in schools. The young people in the study shared their perspectives across five key areas of concern and opportunity regarding GenAI in their education futures; representation, personalization, labour, value and cost, and agency and rights.

Key outcomes
• A report of 24 key stakeholders' views about AI policy in Scottish Education
• A children's picture book, poster, story video, Teachers' Guide to GenAI
• A stage show about AI called Unbelievably Talented, hosted at Dynamic Earth. 150 10-11 year old children attended the show live, while 500 have attended online.
• A zine with messages about AI futures, aimed at education leaders, co-created with young people.

Other outcomes
• Four young people presented their views on AI at a GGiS event at the Scottish Parliament to an audience containing MSPs, education leaders and members of the public
• Project partners Dynamic Earth (who hadn't previously done work around AI) gained knowledge and expertise which they can share with other science communication organisations.
• More than twelve freelance creatives had the chance to contribute to the project, learn about AI, and were involved creating educational resources. This builds capacity in the sector.
Exploitation Route Policy makers can use the young people's perspectives to inform policy about AI in Schools.
Sectors Digital/Communication/Information Technologies (including Software)

Education

URL https://blogs.ed.ac.uk/youngpeopleandai/
 
Description Council of Europe - October 2024 Ayca Atabey from the research team was invited as an expert keynote to the 2nd Working Conference on Regulating the Use of AI systems in Education organised by the Council of Europe on 24-25th October 2024. Over 100 key stakeholders including policy makers, NGOs, representatives from private-sector AI-EdTech and academics attended the event from across Europe. The young people's messages were shared with these stakeholders and the report of the conference will be published on the Council of Europe website. https://www.coe.int/en/web/education/artificial-intelligence Association for Science and Discovery Centres Conference - November 2024 The Digital Skills Education team presented the work at the 2024 Association for Science and Discovery Centres Conference in November to an audience of 70 industry and education professionals from UK science and discovery centres. In addition, the team have presented about the work to a wide range of education audiences including Westminster Insights and BERA event for teachers. AI Education Leaders Events - March 2024 On March 26th a group of 50 in person Scottish educational leaders and policy makers were brought together to discuss AI in the context of Scottish education. The findings of the first phase of the project were shared at this event and the needs of the Scottish education system were discussed. Feedback from participants was that having a space to discuss this in a useful and constructive way was greatly valued and action was taken to form a working group to focus on a framework for AI Literacy for schools AI for School Leaders and Policymakers - Data Education in Schools Working Group for education policy makers - August 2024 A group of education policy makers met on 28th August, convened by the PI after a series of follow-up meetings with individuals after their interviews from WP, and discussion at the event for education leaders. This meeting brought together 25 in person academics, policy and educational leads, third sector and not-for-profit sector representatives from across Scotland to begin forming a draft framework for AI literacy for teachers and educators. The outputs of work package 1 were shared at this session and participants were all given a copy of the 'Exploring the AI Jungle' resource produced as part of this research. Goodison Group in Scotland Events - March and September 2024 The Goodison Group in Scotland (GGiS) convened two events. The first of which, held on March 19th, introduced the research and engaged initial stakeholders across education, academia, business and third sector. 40 people attended - 25 in person and 15 online A full report of the event is publicly available here: https://www.scotlandfutureforum.org/seminar-report-ai-in-scottish-schools-what-do-we-know-so-far/ This report was also featured in the learning and skills digest from Informed Scotland - https://www.ajenterprises.co.uk/informed-scotland/ The second event, held at the Scottish Parliament on 17th September, focussed on the voices of children and young people and several youth participants in the project shared their thoughts and insights to the group. The outputs and findings of three project work packages were also shared with the group. The session was attended by a cross section of stakeholders, including MSP's, senior figures from Scottish education, academia, business and the third sector. 60 people participated, 32 in person and 28 online. Once the report summarising the session has been finalised, it will be disseminated via the same channels as the March session. Findings from the work were shared with the UK Government Open Innovation Team who included it in their report to DfE about AI in Schools.
First Year Of Impact 2024
Sector Digital/Communication/Information Technologies (including Software),Education
Impact Types Policy & public services

 
Description AI futures for Scottish education
Amount £17,947 (GBP)
Funding ID Worktribe ID 13805546 
Organisation Economic and Social Research Council 
Sector Public
Country United Kingdom
Start 03/2024 
End 04/2025
 
Description Working group on Scottish AI in Education 
Organisation Government of Scotland
Country United Kingdom 
Sector Public 
PI Contribution As a result of the collaborative partnership forged as a result of this grant, we have been working on a curriculum framework for AI literacy in schools, in collaboration with the research team, Scottish Government, Education Scotland and the SQA
Collaborator Contribution As a result of the collaborative partnership forged as a result of this grant, we have been working on a curriculum framework for AI literacy in schools, in collaboration with the research team, Scottish Government, Education Scotland and the SQA. These organisations are also named partners on an RAIUK Skills grant which came about during our discussions on the present grant.
Impact No outputs yet as it is ongoing
Start Year 2024
 
Description Association for Science and Discovery Centres Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Association for Science and Discovery Centres Conference - November 2024

The Digital Skills Education team presented the work at the 2024 Association for Science and Discovery Centres Conference in November to an audience of 70 industry and education professionals from UK science and discovery centres.
Year(s) Of Engagement Activity 2024
 
Description Council of Europe - October 2024 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Ayca Atabey from the research team was invited as an expert keynote to the 2nd Working Conference on Regulating the Use of AI systems in Education organised by the Council of Europe on 24-25th October 2024. Over 100 key stakeholders including policy makers, NGOs, representatives from private-sector AI-EdTech and academics attended the event from across Europe. The young people's messages were shared with these stakeholders and the report of the conference will be published on the Council of Europe website.
Year(s) Of Engagement Activity 2024
URL https://rm.coe.int/artificial-intelligence-and-education-2nd-working-conference-provision/1680b314a3
 
Description Goodison Group in Scotland Events 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Policymakers/politicians
Results and Impact Goodison Group in Scotland Events - March and September 2024

The Goodison Group in Scotland (GGiS) convened two events. The first of which, held on March 19th, introduced the research and engaged initial stakeholders across education, academia, business and third sector.
40 people attended - 25 in person and 15 online
A full report of the event is publicly available here: https://www.scotlandfutureforum.org/seminar-report-ai-in-scottish-schools-what-do-we-know-so-far/
This report was also featured in the learning and skills digest from Informed Scotland - https://www.ajenterprises.co.uk/informed-scotland/

The second event, held at the Scottish Parliament on 17th September, focussed on the voices of children and young people and several youth participants in the project shared their thoughts and insights to the group. The outputs and findings of three project work packages were also shared with the group. The session was attended by a cross section of stakeholders, including MSP's, senior figures from Scottish education, academia, business and the third sector. 60 people participated, 32 in person and 28 online. Once the report summarising the session has been finalised, it will be disseminated via the same channels as the March session.
Year(s) Of Engagement Activity 2024
 
Description Unbelievably Talented Stage Shows 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact "Unbelievably Talented" AI show at Dynamic Earth (September 2024)
• 150 children aged 10-11 children attended the stage show "Unbelievably Talented" in person at Dynamic Earth science centre in Edinburgh. We selected pupils based in lower Scottish Index of Multiple Deprivations areas to make sure this initiative reached those most impacted by deprivation. The children also got a tour of the science centre. All transport costs and admission prices were covered.
• A further 500 children attended a special online interactive version of the show, with pupils taking part from across the United Kingdom.


We have been invited to run an event at the Festival of Tomorrow in Swindon in Feb 2025 by the Head of Public Engagement of AHRC. We are also running a further series of shows at University of Edinburgh in Feb 2025, with funding from Data Education in Schools
Year(s) Of Engagement Activity 2024
URL https://www.youtube.com/watch?v=N384Ds4u-Mg