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This paper looks at the links between AI and wage inequality across 19 OECD countries. It uses a measure of occupational exposure to AI derived from that developed by Felten, Raj and Seamans (2019) – a measure of the degree to which occupations rely on abilities in which AI has made the most progress. The results provide no indication that AI has affected wage inequality between occupations so far (over the period 2014-2018). At the same time, there is some evidence that AI may be associated with lower wage inequality within occupations – consistent with emerging findings from the literature that AI reduces productivity differentials between workers. Further research is needed to identify the exact mechanisms driving the negative relationship between AI and wage inequality within occupations. One possible explanation is that low performers have more to gain from using AI because AI systems are trained to embody the more accurate practices of high performers. It is also possible that AI reduces performance differences within an occupation through a selection effect, e.g. if low performers leave their job because they are unable to adapt to AI tools by shifting their activities to tasks that AI cannot automate.

Ce rapport fournit une vue d'ensemble des effets du changement climatique sur les infrastructures et des principaux domaines dans lesquels les pouvoirs publics peuvent intervenir pour les rendre plus résilientes. Y sont examinées les avancées obtenues et les lacunes à combler dans la planification et le développement des infrastructures tout au long de leur cycle de vie pour intégrer la résilience climatique, ainsi que la question de savoir comment favoriser cette intégration par une approche territoriale. L’analyse porte également sur la manière de renforcer la prise de conscience et la compréhension des risques climatiques et d’en imposer la prise en compte dans toutes les décisions de financement et d'investissement, à l’aide de normes et d’instruments financiers qui intègrent l'adaptation et la résilience climatiques. Les solutions fondées sur la nature occupent une place particulière dans le rapport, qui donne des pistes pour en tirer parti efficacement, au service de la résilience climatique. Il est également reconnu que le développement économique des pays en développement suppose d’accorder une attention mondiale aux besoins qui leur sont propres ainsi que de renforcer le soutien et les partenariats internationaux. Ces travaux apportent des éléments utiles sur l’action à mener et plaident pour que les responsables de l’élaboration des politiques nationales et infranationales adoptent une approche de la résilience fondée sur une gouvernance pluri-niveaux, en travaillant avec les propriétaires et les exploitants d'infrastructures pour soutenir la prise de décision.

Ireland has shown a strong commitment to addressing child poverty and improving outcomes for children and young people. Responding to the needs of children and young people, particularly those most vulnerable, requires integrated policies and services. This report is part of a joint project between the OECD and the European Commission to strengthen policy and governance arrangements for tackling child poverty and improving outcomes for children and young people based on a whole-of-government approach. The report assesses recent policy, institutional and legislative developments in Ireland and compares outcomes for children and young people with those in other EU and OECD countries. It finds that despite progress, Ireland still has room for improvement on child poverty reduction, and more can be done to address the trust gap between young people in Ireland and their government. The report recommends Ireland to adopt measures to enhance inter-departmental and inter-agency co-operation, strengthen evidence-informed approaches, reinforce policy monitoring tools, and improve accountability mechanisms. It also recommends measures to support the effective implementation of Young Ireland, the National Policy Framework for Children and Young People (2023-28), and to ensure policy coherence.

To meet their international climate commitments and strengthen renewable energy production, many countries will require significant new investment in low emissions infrastructure. To deliver low emissions infrastructure at the necessary rate and scale, many countries recognise they need better ways of planning and regulating infrastructure and its value chains. This Working Paper describes the challenges and opportunities for using regulatory, stakeholder engagement and public procurement tools to help countries deliver more effective permitting. It provides international good practice case studies to help countries stimulate investment and reduce barriers for new, low emissions infrastructure so they can fulfil their international climate commitments while ensuring existing policy objectives.

This policy paper aims to help governments develop regulatory experimentation constructively and appropriately as part of their implementation of the 2021 OECD Recommendation for Agile Regulatory Governance to Harness Innovation. Regulatory experimentation can help promote adaptive learning and innovative and better-informed regulatory policies and practices. This policy paper examines key concepts, definitions and constitutive elements of regulatory experimentation. It outlines the rationale for using regulatory experimentation, discusses enabling factors and governance requirements, and presents a set of forward-looking conclusions.

The COVID-19 pandemic has significantly impacted various aspects of human activity, including illicit trade. Criminal networks have adapted quickly to exploit disrupted supply chains and increased demand for essential goods, creating new opportunities for profit. This report examines how the pandemic has reshaped the trade in counterfeit goods. It looks at the multifaceted effects of the COVID-19 pandemic on the trade dynamic, particularly in the European Union. It also explores its effects on the trade in counterfeit goods, drawing on both law enforcement and industry expertise, as well as global customs seizure data. In particular, it highlights the challenges faced, the changing modus operandi of counterfeiters and the solutions that have emerged during this unprecedented health crisis.

This report provides an overview of green budgeting practices across OECD countries based on the 2022 OECD Green Budgeting Survey, as well as the index methodology for the Survey. It takes stock of OECD countries’ progress in bringing climate and environmental considerations into budgeting frameworks and processes. Green budgeting involves a systematic approach across all stages of the budget process, including financial reporting and budget oversight. The growth in green budgeting in OECD countries, as shown in the report, demonstrates the key role of budget offices in ensuring that policy priorities relating to climate change and the environment are taken into account when allocating resources through the budget process.

Generative artificial intelligence (AI) presents myriad opportunities for integrity actors—anti-corruption agencies, supreme audit institutions, internal audit bodies and others—to enhance the impact of their work, particularly through the use of large language models (LLMS). As this type of AI becomes increasingly mainstream, it is critical for integrity actors to understand both where generative AI and LLMs can add the most value and the risks they pose. To advance this understanding, this paper draws on input from the OECD integrity and anti-corruption communities and provides a snapshot of the ways these bodies are using generative AI and LLMs, the challenges they face, and the insights these experiences offer to similar bodies in other countries. The paper also explores key considerations for integrity actors to ensure trustworthy AI systems and responsible use of AI as their capacities in this area develop.

Innovation is broader than science and technology, yet often statistics and government programmes narrowly focus on this type of innovation. In rural places, this is particularly relevant as not all firms have the capacity to be competitive in high-tech innovation. With around one in five Canadians living in Canada’s rural regions, better understanding how to promote broader notions of innovation for rural places by increasing entrepreneurship, including for women, advancing the green transition, and improving the provision of services is critical to boost rural productivity, and increase well-being standards. The report sets the scene for rural innovation in Canada, explores the policy and governance environment for key regional innovation initiatives, and includes a special topic chapter on green innovation in rural regions of Canada.

Parliaments have a unique role in ensuring that adopted laws, regardless of who initiated them, are evidence-based and fit-for-purpose. For the executive branch, laws are vital instruments through which they deliver public policy. Governments therefore rely on parliaments to scrutinise and adopt legislation in a timely, well-planned and co-ordinated manner. Parliamentary scrutiny of government lawmaking and its role in ex post evaluation of law implementation helps the legislature hold the executive to account. Evidence-based lawmaking is especially critical to EU integration processes as they involve adoption of many new laws. This paper reviews how laws are planned, initiated, prepared, scrutinised and evaluated by the parliaments of six Western Balkan administrations. The report discusses the concept of lawmaking within a parliamentary system of government. It considers how parliaments and governments co-operate and co-ordinate their legislative activities throughout the lawmaking cycle, providing a comparative analysis of existing rules and procedures as well as lawmaking practices. A set of key findings and policy recommendations are provided to support the Western Balkan administrations to plan and implement future reforms.