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

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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.

Does IT Help?
Does IT Help?

Author: Toni Ahnert

Publisher:

Published: 2022

Total Pages: 0

ISBN-13:

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"This paper provides novel evidence on the importance of information technology (IT) in banking for entrepreneurship. To guide our analysis, we build a parsimonious model of bank screening and lending. The model predicts that IT in banking can spur entrepreneurship by making it easier for startups to borrow against collateral. We empirically show that job creation by young firms is stronger in US counties that are more exposed to IT-intensive banks. Consistent with a strengthened collateral channel, entrepreneurship increases by more in IT-exposed counties when house prices rise. Regressions at the bank level further show that banks' IT adoption makes credit supply more responsive to changes in local house prices, and reduces the importance of geographical distance between borrowers and lenders. These results suggest that IT adoption in the financial sector can increase dynamism by improving startups' access to finance."--Abstract.

Information Technology in the Service Society
Information Technology in the Service Society

Author: National Research Council

Publisher: National Academies Press

Published: 1994-02-01

Total Pages: 286

ISBN-13: 0309048761

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Information technology has been touted as a boon for productivity, but measuring the benefits has been difficult. This volume examines what macroeconomic data do and do not show about the impact of information technology on service-sector productivity. This book assesses the ways in which different service firms have selected and implemented information technology, examining the impact of different management actions and styles on the perceived benefits of information technology in services.

Technological Change, Financial Innovation, and Diffusion in Banking
Technological Change, Financial Innovation, and Diffusion in Banking

Author: W. Scott Frame

Publisher: DIANE Publishing

Published: 2010-08

Total Pages: 33

ISBN-13: 1437928730

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Discusses the technological change and financial innovation that commercial banking has experienced during the past 25 years. Describes the role of the financial system in economies and how technological change and financial innovation can improve social welfare. Surveys the literature relating to several specific financial innovations, which are new products or services, production processes, or organizational forms. The past quarter century has been a period of substantial change in terms of banking products, services, and production technologies. Moreover, while much effort has been devoted to understanding the characteristics of users and adopters of financial innovations, we still know little about how and why financial innovations are initially developed.

Digital Transformation in Financial Services
Digital Transformation in Financial Services

Author: Claudio Scardovi

Publisher: Springer

Published: 2017-09-04

Total Pages: 242

ISBN-13: 3319669451

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This book analyzes the set of forces driving the global financial system toward a period of radical transformation and explores the transformational challenges that lie ahead for global and regional or local banks and other financial intermediaries. It is explained how these challenges derive from the newly emerging post-crisis structure of the market and from shadow and digital players across all banking operations. Detailed attention is focused on the impacts of digitalization on the main functions of the financial system, and particularly the banking sector. The author elaborates how an alternative model of banking will enable banks to predict, understand, navigate, and change the external ecosystem in which they compete. The five critical components of this model are data and information mastering; effective use of applied analytics; interconnectivity and “junction playing”; development of new business solutions; and trust and credibility assurance. The analysis is supported by a number of informative case studies. The book will be of interest especially to top and middle managers and employees of banks and financial institutions but also to FinTech players and their advisers and others.

Fintech
Fintech

Author: International Monetary Fund

Publisher: International Monetary Fund

Published: 2019-06-27

Total Pages: 73

ISBN-13: 1498321860

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The paper finds that while there are important regional and national differences, countries are broadly embracing the opportunities of fintech to boost economic growth and inclusion, while balancing risks to stability and integrity.