This Article responds to the call in technology-law literature for high-level frameworks to guide regulation of the development and use of Artificial Intelligence (AI) technologies. Accordingly, it adapts a generalized form of the fintech Innovation Trilemma framework to argue that a regulatory...

Artificial intelligence (AI) represents a technological upheaval with the potential to change human society. Because of its transformative potential, AI is increasingly becoming subject to regulatory initiatives at the global level. Yet, so far, scholarship in political science and international...

Policy interest in artificial intelligence (AI) and algorithmic systems continues to expand. Regulatory proposals are multiplying rapidly as academics and policymakers consider ways to achieve “AI alignment”—that is, to make sure that algorithmic systems promote human values and...

Banking supervisors worldwide recognise the pressing need to harness frontier technologies such as artificial intelligence (AI), particularly machine learning (ML), to enhance their efficiency and analytical capabilities. The European Central Bank (ECB) has similarly acknowledged the...

This textbook introduces the mathematical models and algorithms utilised in machine learning, covering supervised and unsupervised learning as well as reinforcement learning: In supervised learning we present ensemble models, artificial neural networks, deep neural networks, recurrent neural...

From the dawn of civilisation, automation and innovation have been at the forefront of society. At present, employers are eagerly looking for ways to optimise work and production processes. While AI has the potential to transform work and workplaces, displace jobs, create new jobs, and impact...

This study contributes to a better understanding of the complex relationship between Airbnb and the housing market. We examine the impact of Airbnb on real estate prices in Corsica from 2014 to 2019. Using machine learning methods, we provide more reliable and accurate results than traditional...

Forecasting CO2 emissions is a crucial topic because of the enormous impacts these emissions have on climate change and global warming and the considerable health risks they pose. This paper's primary goal is to assess the effectiveness of machine learning models as a unique method for...

Artificial intelligence (AI) promises to revolutionize many fields, but its clinical implementation in cardiovascular imaging is still rare despite increasing research. We sought to facilitate discussion across several fields and across the lifecycle of research, development, validation, and...

Nigeria is a major oil producer. However, this valuable resource can bring in significant income, but unfortunately oil theft has had a negative effect on the nation's economy through lost revenue. This paper discusses the integration of Artificial Intelligence into Nigeria's oil industry as a...