Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

Author: El Bachir Boukherouaa

Publisher: International Monetary Fund

Published: 2021-10-22

Total Pages: 35

ISBN-13: 1589063953

DOWNLOAD EBOOK

This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.


Domestic Resource Mobilization and Financial Development

Domestic Resource Mobilization and Financial Development

Author: G. Mavrotas

Publisher: Springer

Published: 2008-03-27

Total Pages: 306

ISBN-13: 0230594018

DOWNLOAD EBOOK

This book provides insights into the evolving debate regarding the mobilization of domestic resources and the crucial role that financial development can and should play in this regard, exploring aspects of the financial development–domestic resource mobilization nexus, including country case studies.


FinTech in Sub-Saharan African Countries

FinTech in Sub-Saharan African Countries

Author: Mr.Amadou N Sy

Publisher: International Monetary Fund

Published: 2019-02-14

Total Pages: 61

ISBN-13: 1484385667

DOWNLOAD EBOOK

FinTech is a major force shaping the structure of the financial industry in sub-Saharan Africa. New technologies are being developed and implemented in sub-Saharan Africa with the potential to change the competitive landscape in the financial industry. While it raises concerns on the emergence of vulnerabilities, FinTech challenges traditional structures and creates efficiency gains by opening up the financial services value chain. Today, FinTech is emerging as a technological enabler in the region, improving financial inclusion and serving as a catalyst for the emergence of innovations in other sectors, such as agriculture and infrastructure.


Financial Regulation, Climate Change, and the Transition to a Low-Carbon Economy: A Survey of the Issues

Financial Regulation, Climate Change, and the Transition to a Low-Carbon Economy: A Survey of the Issues

Author: Mr. Dimitri G Demekas

Publisher: International Monetary Fund

Published: 2021-12-17

Total Pages: 45

ISBN-13: 1616356529

DOWNLOAD EBOOK

There are demands on central banks and financial regulators to take on new responsibilities for supporting the transition to a low-carbon economy. Regulators can indeed facilitate the reorientation of financial flows necessary for the transition. But their powers should not be overestimated. Their diagnostic and policy toolkits are still in their infancy. They cannot (and should not) expand their mandate unilaterally. Taking on these new responsibilities can also have potential pitfalls and unintended consequences. Ultimately, financial regulators cannot deliver a low-carbon economy by themselves and should not risk being caught again in the role of ‘the only game in town.’


Financial Market Regulation and Reforms in Emerging Markets

Financial Market Regulation and Reforms in Emerging Markets

Author: Masahiro Kawai

Publisher: Brookings Institution Press

Published: 2011

Total Pages: 441

ISBN-13: 0815704895

DOWNLOAD EBOOK

"In the wake of the global financial crisis that began in 2008, offers a systematic overview of recent developments in regulatory frameworks in advanced and emerging-market countries, outlining challenges to improving regulation, markets, and access in developing economies"--Provided by publisher.


Financing Africa

Financing Africa

Author: Samuel Munzele Maimbo

Publisher: World Bank Publications

Published: 2011-09-07

Total Pages: 325

ISBN-13: 0821387979

DOWNLOAD EBOOK

Financing Africa takes stock of Africa's financial systems in light of recent changes in the global financial system --including the greater risk aversion of international investors, a shift in economic and financial powers towards emerging markets and the regulatory reform debate - and the increasing role of technology. Using a wider and more detailed array of data than previous publications, we observe a trend towards financial deepening, more stability and more inclusion leading up to the crisis; serious challenges, however, continue, including limited access to financial services, focus on short-term contracts and hidden fragility, related to weak regulatory frameworks, undue government interference and governance deficiencies. Our policy analysis therefore focuses on (i) expanding outreach, (ii) fostering long-term finance and (iii) improving regulation and supervision. We identify the positive role of innovation and competition, a stronger focus on non-traditional financial service providers, and more emphasis on demand-side constraints as priority areas for policy actions. Specifically, competition from new players outside the banking system, including telecomm companies can increase outreach with technological innovation that changes the economics of retail finance. Moving beyond national stock exchanges that are not sustainable in most African countries towards regional solutions and over-the-counter trades can help foster long-term finance, as can addressing governance challenges in contractual savings institutions, including life insurance companies and pension funds. Finally, there is a need to look beyond supply-side constraints towards users of financial services, focusing more on financial literacy of households and firms, but also consumer protection. In formulating policy messages, we carefully distinguish between different country groupings, differentiating -- among others -- between low- and middle-income and small and larger economies, with a special focus on resource-based economies and post-conflict countries. This book reaches out to both policy makers concerned about a more inclusive and effective financial system and other stakeholders, including practitioners and development partners. With this book we aim to contribute to the on-going financial sector debate on Africa, with the ultimate goal of faster economic development and poverty reduction.


Financial Liberalization and Financial Fragility

Financial Liberalization and Financial Fragility

Author: Asli Demirgüç-Kunt

Publisher: World Bank Publications

Published: 1998-06-01

Total Pages: 53

ISBN-13:

DOWNLOAD EBOOK

A study of 53 countries during 1980-95 finds that financial liberalization increases the probability of a banking crisis, but less so where the institutional environment is strong. In particular, respect for the rule of law, a low level of corruption, and good contract enforcement are relevant institutional characteristics. the data also show that, after liberalization, financially repressed countries tend to have improved financial development even if they experience a banking crisis. This is not true for financially restrained countries. This paper’s results support a cautious approach to financial liberalization where institutions are weak, even if macroeconomic stabilization has been achieved.


Regulatory Cycles: Revisiting the Political Economy of Financial Crises

Regulatory Cycles: Revisiting the Political Economy of Financial Crises

Author: Jihad Dagher

Publisher: International Monetary Fund

Published: 2018-01-15

Total Pages: 89

ISBN-13: 1484337743

DOWNLOAD EBOOK

Financial crises are traditionally analyzed as purely economic phenomena. The political economy of financial booms and busts remains both under-emphasized and limited to isolated episodes. This paper examines the political economy of financial policy during ten of the most infamous financial booms and busts since the 18th century, and presents consistent evidence of pro-cyclical regulatory policies by governments. Financial booms, and risk-taking during these episodes, were often amplified by political regulatory stimuli, credit subsidies, and an increasing light-touch approach to financial supervision. The regulatory backlash that ensues from financial crises can only be understood in the context of the deep political ramifications of these crises. Post-crisis regulations do not always survive the following boom. The interplay between politics and financial policy over these cycles deserves further attention. History suggests that politics can be the undoing of macro-prudential regulations.