State of AI in Education — analysis report
International policies, AI-literacy frameworks and research trends across the EU, China, the USA and partner countries; at least 50 sources reviewed.
In progressResults & resources
Everything we produce is open
All core results are published under open licences in repositories such as Zenodo and GitHub, with persistent identifiers and FAIR metadata. Links will appear here as each result is released.
Results
Project results
Reports, frameworks, tools and the training programme — with their current status.
RAG landscape synthesis report
RAG architectures, tools and educational applications, a comparative RAG-tools matrix, and the core RAG competences that underpin the micro-credentials.
PlannedRAG4Edu Curriculum and RAG-Pedagogy Framework
Competence-based learning outcomes, instructional design principles, micro-learning modules, flexible pathways and micro-credentials as open badges.
PlannedGroup Formation Design Framework and tool
Criteria, data sources, decision logic and transparency mechanisms for AI-supported group formation, with collaborative learning design templates.
PlannedRAG4Edu Pipeline and Framework
Conceptual and technical specification, a deployable operational prototype (ingestion, semantic retrieval, generation) and learner-aware augmentation mechanisms.
PlannedRAG4Edu Chatbots and Toolbox
Authoring tools to create and configure course-specific RAG chatbots and agents, multilingual case-study applications, templates and documentation.
PlannedIntegration and support services
Specification and integration of EU-based LLMs and AI services, embeddings, token management and compliance features for the pilots.
PlannedRAG4Edu Training Programme
Open online programme combining expert-level RAG content, flexible pathways, OERs, competence-based assessment and micro-credentials.
PlannedPilot protocol and cross-site pilots
Participant selection, implementation guidelines, evaluation framework and data plan applied consistently across partner institutions.
PlannedEvaluation, refinement and adaptation report
Evidence from all pilots, lessons learned, and action points for improvements, translations and national adaptations.
PlannedCommunication and collaboration infrastructure
This website and the linked repositories — the project's open digital hub for outputs, events and dissemination material.
In progressRAG4Edu Outreach Pillars
A European Community of Practice with recurring thematic webinars, participatory co-design sessions and institutional roundtables.
PlannedOpen-access repositories and reuse framework
Adaptation guidelines, licensing clarity and transfer models so other institutions can implement RAG4Edu results independently.
PlannedSustainability, adoption and exploitation strategy
At least three concrete post-project pathways: institutional teacher-training programmes, digital strategies and external networks.
PlannedMultiplier events and final European workshop
A national multiplier event in every partner country and a final workshop as a pre-conference event at a leading AI-in-education conference.
PlannedResources
Reports and articles
- What educators told us: findings of the RAG4Edu needs analysisSurvey of educators in the partner countries and a review of recent research on RAG in higher education.
- How RAG worksFrom course materials to grounded answers: the RAG4Edu workflow and pipeline.
More resources — templates, worked examples and recordings — will be added as they are released.
Where else to find RAG4Edu
- Zenodo and GitHub: reports, data and source code with persistent identifiers
- European Digital Education Hub
- EPALE
- OpenAIRE
Every result comes with guidance on licences and adaptation, so other institutions can reuse it independently.