Causality: A Fundamental Necessity or Part of the Problem?

Artificial intelligence – or AI – is receiving increasing attention for its rapid development and potential to change society. Researchers are working hard to develop its capabilities, while regulators are racing to ensure it is managed and governed properly. But what do we mean by AI, and how can we define such a complex term? In a recent paper, Professor Pei Wang at Temple University argues that the lack of an agreed definition makes it difficult for policymakers to assess what AI will be capable of in the near future, or even which kinds of AI are desirable. To combat this, he discusses what makes a robust definition, and suggests his own.

Businesses today exist in a changing world, which brings both opportunities for growth and increasingly complex challenges. To survive and thrive, organisations need a robust understanding of HR management. In their research, Professor Xiaobei Li and her colleagues at various universities, including University of New South Wales, Arizona State University and Peking University, recently explored how organisations can motivate their staff to ensure high-quality performance.

India has seen impressive economic and institutional growth in recent years, but the country isn’t yet meeting its full potential. In a world that is increasingly volatile and uncertain, how can India overcome its challenges and ensure resilience into the future? In her recent work, Professor Uma Lele explores various ways that India can achieve this.

Cum-ex trading in European markets has been widespread, in which investors wrongfully receive refunds on dividend withholding tax they have never paid. Moritz Wagner and Xiaopeng Wei at the University of Canterbury and Adelaide recently explored the extent of this trading practice and its impact on markets and tax revenues.

Experienced engineers are typically equipped with advanced technical knowledge and a unique professional skillset. These skillskets are often paried with impressive intuition, which allows engineers to devise solutions to complex real-world problems. Engineering faculty at Bucknell University, Embry-Riddle Aeronautical University, and The Ohio State University recently engaged in important research to further our understanding of intuition in engineering practice.

Foreign direct investment occurs when a resident in one economy invests in and establishes significant influence over an enterprise in another economy. In a changing geopolitical landscape, the EU and its member states have introduced novel mechanisms for screening foreign direct investment for national security risks. However, these mechanisms vary substantially in how they operate. In a recent study, Professor Sarah Bauerle Danzman at Indiana University and Professor Sophie Meunier at Princeton University explore the factors that explain this. They also highlight key policy implications in this shift towards a more assertive EU investment policy.

High blood pressure, also known as hypertension, is a common and potentially dangerous condition that increases the risk of many severe medical issues, including heart disease, heart attack, stroke, heart failure, and kidney disease. Dr Abayomi Sanusi, a researcher at the University of York, recently carried out a study exploring how faith-based institutions could encourage their community members to adopt healthy behaviours that can reduce hypertension.

The Scottish Highlands are known as an area of great natural beauty. One notable aspect of the area’s ecology is the relative lack of trees and woodland. In recent years, there have been concerted efforts to introduce more trees. However, Dr James Fenton argues that this fundamentally misunderstands Scotland’s environmental history, imposes southern ideas on the northern landscape, and risks undermining the unique ecology of the Highlands.

During the COVID-19 pandemic, many people across the globe changed the way they worked, to comply with social distancing measures. Many people worked from home, and attended meetings virtually using videoconferencing platforms. Dr Eva Straus, Dr Lars Uhlig, Professor Jana Kühnel, and Professor Christian Korunka at the University of Vienna recently carried out a diary-based study exploring the wellbeing, perceived productivity, and professional engagement of remote workers during the pandemic.

The United Nations’ 17 Sustainable Development Goals outline the massive challenges humanity must face to survive on Planet Earth in the 21st Century. All knowledge and experiences accumulated by human societies across time and space could be essential to address these grand challenges. Thus, we should find a way to make this knowledge readily available wherever and whenever decision-makers, heritage stakeholders, and scholars might need it. Professor Andrea Nanetti, an award-winning and internationally recognised expert in Digital Humanities, recently published an open-access paper exploring the opportunities and challenges of using artificial intelligence and machine learning algorithms to leverage human heritage and empower societies to see beyond what is thinkable.