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Artificial intelligence will have profound impacts across health systems, transforming health care, public health, and research. Responsible AI can accelerate efforts toward health systems being more resilient, sustainable, equitable, and person-centred. This paper provides an overview of the background and current state of artificial intelligence in health, perspectives on opportunities, risks, and barriers to success. The paper proposes several areas to be explored for policy makers to advance the future of responsible AI in health that is adaptable to change, respects individuals, champions equity, and achieves better health outcomes for all. The areas to be explored relate to trust, capacity building, evaluation, and collaboration. This recognises that the primary forces that are needed to unlock the value from artificial intelligence are people-based and not technical. The OECD is ready to support efforts for co-operative learning and collective action to advance the use of responsible AI in health.

Les compétences sont essentielles pour bâtir une économie et une société résilientes. En aidant les individus à acquérir un large éventail de compétences et en leur donnant les moyens de les mettre efficacement en pratique, les politiques relatives aux compétences jouent un rôle crucial face aux menaces émergentes, comme la dégradation de l’environnement ou les usages néfastes de technologies créées pour recueillir, produire et échanger des informations. La présente édition des Perspectives de l’OCDE sur les compétences montre combien il est important d’aider les individus à acquérir un large éventail de compétences, à des niveaux de maîtrise divers, afin de favoriser la résilience économique et sociale. Le rapport témoigne par ailleurs de l’importance des attitudes et des dispositions dans le développement et l’utilisation efficaces des compétences. Il souligne également la nécessité pour les responsables publics de suivre les coûts associés aux politiques visant à promouvoir la transition écologique et numérique, et met en évidence les effets de cette transition sur les inégalités. Des possibilités de formation qui répondent aux nouveaux besoins du marché du travail et des mesures propres à en faciliter l’accès peuvent favoriser une transition écologique et numérique juste et inclusive. De même, des systèmes éducatifs qui transmettent aux jeunes non seulement des compétences, mais aussi un état d’esprit propice à la gestion du changement, peuvent contribuer à inscrire la transition écologique et numérique dans une perspective de long terme.

This policy perspective examines Indonesia’s Merdeka Belajar ('Emancipated Learning') initiative, a comprehensive education reform agenda initiated in 2019. The primary objective of this reform is to enhance learning outcomes, make schooling a more joyful experience, and empower students and school communities. The new 'Emancipation Curriculum' emphasises foundational competencies and 21st-century skills and adopts holistic, formative assessment methods. It streamlines content and introduces innovative teaching methods, while increasing teachers' flexibility and autonomy in schools. It also instigates a new model of teacher professional learning. This document contextualises these initiatives within the international education landscape. It offers perspectives on what could help Indonesia ensure the success of these reforms, potentially reshaping the country’s educational future and contributing to its development and prosperity.

A fragmented school network resulting from demographic shifts and regional economic developments can place a significant financial burden on education systems across OECD Member and non-Member countries. This is the case in Latvia, which has made the reorganisation of its school network a policy priority. The Latvian Ministry of Education and Science (MoES) is working jointly with municipalities to ensure high-quality education for every child regardless of school location. On this basis, the OECD Directorate for Education and Skills and OECD Centre for Entrepreneurship, SMEs, Regions and Cities provided technical assistance to Latvia through capacity building workshops and the co-construction of a geospatial simulation model to identify schools to be considered for closing or merging. This report presents the key findings of the geospatial modelling, confirming there indeed is considerable scope for consolidating the school network and offers concrete policy recommendations for MoES and education stakeholders to consider for advancing Latvia’s school network reorganisation initiative.

This Education Spotlight presents key lessons and inspiring examples of policy and practice to inform collaboration between secondary education and higher education. The Spotlight was prepared by the OECD Higher Education Policy Team as part of the Education and Innovation Practice Community (EIPC), an action of the European Union’s New European Innovation Agenda, flagship 4 on 'Fostering, attracting and retaining deep tech talent'. EIPC seeks to bring together peers from policy and practice to advance understanding of the competencies that can trigger and shape innovation for the digital and green transitions, and the mechanisms through which higher education can contribute to their development in secondary education (Strand 1), higher education (Strand 2), and adult upskilling and reskilling (Strand 3).

In recent years, provision of relevant up-skilling and re-skilling opportunities for adults has become a necessity due to global megatrends affecting labour markets. As a result, countries are looking to strengthen these opportunities throughout the life course. The successful deployment of these initiatives requires a coherent set of policies, with quality assurance being critically important. This paper provides an overview of quality assurance mechanisms from the perspective of the 38 OECD member countries. It proposes a framework to characterise and compare the governance, processes and outcomes of these mechanisms. The paper's contribution is to facilitate understanding of quality assurance across OECD countries, presenting a visual cross-country mapping that classifies existing mechanisms.

The rapid acceleration in the pace of AI innovation in recent years and the advent of content generating capabilities (Generative AI or GenAI) have increased interest in AI innovation in finance, in part due to the user-friendliness and intuitive interface of GenAI tools. The use of AI in financial markets involving full end-to-end automation without any human intervention remains largely at development phase, but its wider deployment could amplify risks already present in financial markets and give rise to new challenges. This paper presents recent evolutions in AI in finance and potential risks and discusses whether policy makers may need to reinforce policies and strengthen protection against these risks.

As countries seek to draw lessons the COVID-19 crisis and increase their future resilience, evaluations are important tools to understand what worked or not, why and for whom. This report builds on the OECD work on 'government evaluations of COVID-19 responses'. It evaluates Belgium’s responses to the pandemic in terms of risk preparedness, crisis management, as well as public health, education, economic and fiscal, and social and labour market policies. Preserving the country’s resilience in the future will require promoting trust in public institutions and whole-of-government approaches to crisis management, reducing inequalities, and preserving the fiscal balance. The findings and recommendations of this report will provide guidance to public authorities in these efforts.

Smaller, more targeted, and more flexible than traditional education and training programmes, micro-credentials have become a prominent feature of education, training and labour market policy discussions in recent years. Several OECD countries have already started the development of national micro-credential ecosystems, and many others are looking to follow suit. This OECD Education Policy Perspective serves as Part B in a two-part series of summary papers. The first publication, Paper A, examined the evolving landscape of micro-credentials, with a particular focus on the development of public policies that can foster effective utilisation of micro-credentials for lifelong learning, upskilling and reskilling. This publication, Paper B, presents case studies from four European Union Member States – Finland, the Slovak Republic, Slovenia and Spain. The document was authored by Roza Gyorfi and Shizuka Kato from the OECD Higher Education Policy Team and Thomas Weko from George Washington University.

Smaller, more targeted, and more flexible than traditional education and training programmes, micro-credentials have become a prominent feature of education, training and labour market policy discussions in recent years. Several OECD countries have already started the development of national micro-credential ecosystems, and many others are looking to follow suit. This OECD Education Policy Perspective serves as Part A in a two-part series of summary papers. This paper examines the evolving landscape of micro-credentials, focusing on the development of public policies that can foster effective utilisation of micro-credentials for lifelong learning, upskilling and reskilling. The paper also provides a self-assessment tool for micro-credential policy implementation, which identifies a range of policy measures and considerations needed for the establishment and effective operation of national micro-credential ecosystems. This document was authored by Shizuka Kato from the OECD Higher Education Policy Team and Thomas Weko from George Washington University.