Observatories, Reports and Analyses

UNESDOC Digital Library / AI is UNESCO’s specialized digital repository that brings together official publications, training materials, policy guidance and research outputs related to Artificial Intelligence (AI). The collection provides essential resources for understanding AI governance, ethical frameworks, capacity building, social impact and global cooperation initiatives. Featured documents include toolkits for AI supervision and regulatory training, materials designed to strengthen the skills of public authorities, and international projects such as ‘African women in tech and AI’, which promote inclusion and gender equity in the technological sphere. UNESDOC offers accessible and up-to-date information to support policymakers, educators, researchers and practitioners in advancing trustworthy, rights-based and socially beneficial AI systems.

The UNESDOC Digital Library / AI Toolkits collection provides a wide range of practical tools, methodological guides and capacity-building resources developed by UNESCO to support the ethical, safe and effective use of Artificial Intelligence (AI). These toolkits address multiple sectors—including education, judicial systems, public administration, digital accessibility and human rights—offering concrete guidance, technical criteria, training exercises and applied examples that strengthen AI governance and responsible implementation. Each toolkit is designed to help institutions and professionals understand risks, ensure transparency, improve accountability and apply AI technologies in a way that aligns with global ethical standards. Through open access and user-friendly digital formats, UNESDOC enables policymakers, educators, researchers and civil-society actors to access high-quality, up-to-date resources for navigating the opportunities and challenges of AI.

UNESCO’s Global Toolkit on AI and the Rule of Law for the Judiciary is a comprehensive resource designed to support judges, prosecutors and justice-sector professionals in understanding and responsibly engaging with Artificial Intelligence (AI). Spanning more than 200 pages, the toolkit examines the legal, ethical and societal implications of AI in judicial contexts, addressing issues such as algorithmic transparency, data protection, bias prevention, accountability, access to justice, and the safeguarding of human rights. It provides evaluation frameworks, practical guidance and international case examples that help justice systems assess AI technologies and integrate them in a manner that is lawful, ethical and aligned with the principles of the rule of law. Its overarching aim is to ensure that the use of AI in judicial processes strengthens judicial independence, fairness and legal integrity, rather than undermining them.

UNESCO’s Scoping Progress in Education provides a comprehensive overview of global developments in education, offering insight into achievements, persistent gaps and priority areas for future action. The report emphasizes education’s transformative role in improving lives and highlights the necessity for all children and young people to have equitable access to quality learning opportunities that enable them to unlock their full potential. It calls for targeted efforts to support marginalized and vulnerable learners, ensuring that the benefits of education are shared fairly and inclusively. The document also stresses the need for adequate resources, sustainable investment and coordinated policies to strengthen education systems and prepare them for emerging challenges. As a strategic reference, it guides countries and stakeholders in designing actions that foster meaningful progress in education worldwide.

AI Watch, hosted by the European Commission’s Joint Research Centre (JRC), functions as a scientific hub for monitoring and analysing developments in Artificial Intelligence (AI). The ‘What we do’ section explains that AI Watch tracks technological and policy trends, assesses the impact of AI across different sectors—such as the economy, public services and education—and provides evidence-based input to support European policymaking. Interdisciplinary research teams produce indicators, reports, capability mappings and comparative studies on the maturity and uptake of AI, as well as on methodologies and standards for trustworthy and transparent AI systems. Through this work, AI Watch equips policymakers and stakeholders with reliable knowledge to navigate the opportunities and risks of AI and to design strategies that promote human-centred, responsible AI in Europe.