“…By promoting the concept of domain-focused data products that go beyond file sharing, data mesh helps you deal with data quality at scale by establishing true data ownership. …”

“…Machine learning is moving from futuristic AI projects to data analysis on your desk. You need to go beyond following along in discussions to coding machine learning tasks. …”

“…Today, policy studies literature is building new concepts of 'transnational public-private partnership', 'trans-governmentalism' and 'science diplomacy' to account for rapid growth of global policy networks and informal international organisations delivering public goods and services. This Element goes beyond traditional texts which focus on public policy as an activity of states to outline how global policy making has driven many global and regional transformations over the past quarter-century. …”

“…Financial Information and Brand Value goes beyond the simple application of conceptual frameworks in order for the reader to master the practices related to brand valuation…”

“…The next four essays summarize and synthesize already published findings, in an effort to go beyond individual viewpoints and present a more nuanced picture of children's sense making. …”

“…Swarm robotics is a new approach that emerged on the field of artificial swarm intelligence, as well as the biological studies of insects (i.e. ants and other fields in nature) which coordinate their actions to accomplish tasks that are beyond the capabilities of a single individual. In particular, swarm robotics is focused on the coordination of decentralised, self-organised multi-robot systems in order to describe such a collective behaviour as a consequence of local interactions with one another and with their environment. …”

“…While causality is difficult to establish beyond doubt, the paper finds credit patterns which are inconsistent with reverse causality running from greater income inequality to more household borrowing…”

“…If fully implemented, these reforms could increase annual trend per capita GDP growth by as much as one percentage point over the next ten years, with the energy reforms having the most front-loaded effects. Beyond this, a second wave could go further to tackle other structural bottlenecks. …”

“…This 58th edition of the Development Co-operation Report draws out early insights from leaders, OECD members, experts and civil society on the implications of coronavirus (COVID-19) for global solidarity and international co-operation for development in 2021 and beyond. The report suggests ways forward for the international development community as a whole for bold action and systemic reform to build resilient national and international systems capable of coping with global shocks, and providing and protecting global public goods while reinforcing the fundamental building blocks for sustainable development. …”

“…The report is designed to inform policy makers, material producers and consumers, investors, leading sectoral initiatives and the research community in the lead up to the G7 Climate and Energy Ministerial in May 2022, and beyond…”

“…It is the combination of this feature of the primary balance reaction function with the market interest rate reaction to growing debt that determines the government debt limit beyond which debt cannot be rolled over. An application of this framework to OECD countries over the period 1985 – 2013 shows that current debt limits are high for most of the OECD thanks to particularly low current interest rates. …”

“…The government intends to finance a large share of infrastructure spending to 2020 and beyond through private capital. Unlocking private investment in a cost effective and transparent way could be supported by further improving incentives for greenfield investment, continuing to carefully assess and record public-private partnerships, and promoting more long-term financing instruments. …”

“…This paper examines how the crisis has affected migration, how related policies have evolved and proposes avenues to spread the benefits of migration beyond the scope of multinational enterprises, in particular to Irish SMEs. …”

“…But the shift will require flexibility measures beyond those now provided by Nordic hydropower, as well as a significant increase in cross-border electricity trade. 2. …”

“…It also looks at how the interactions of taxes with other factors – both within and beyond tax systems – affect their efficiency and equity outcomes. …”

“…Participants included specialists from the radioactive waste management area and beyond, academics in the fields of archaeology, communications, cultural heritage, geography and history, as well as artists, archivists, representatives from local heritage societies and from communities that could host a radioactive waste repository…”

“…Such projects will inevitably have an effect on the host community from the planning stage to the end of construction and beyond. The key to a long-lasting and positive relationship between a site and its host community is ensuring that solutions are reached together throughout the entire process. …”

“…Furthermore, in most countries the probability of exiting is highest at the age of two, and decreases (linearly) beyond that age. When looking at employment growth of surviving businesses, it is found that the large majority of surviving micro start-ups do not grow; however, the tiny proportion of small start-ups which do grow creates a disproportionate amount of jobs…”

“…They are a driver of innovation and creative skills, within cultural sectors and beyond. They also have significant social impacts, from supporting health and well-being, to promoting social inclusion and local social capital. …”

“…However, some constraints to sustaining this momentum beyond the short term are emerging in the fields of skills, housing and urban infrastructure. …”