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

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance PDF Author: El Bachir Boukherouaa
Publisher: International Monetary Fund
ISBN: 1589063953
Category : Business & Economics
Languages : en
Pages : 35

Book Description
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.

Compliance and Regulation in the International Financial Services Industry

Compliance and Regulation in the International Financial Services Industry PDF Author: Patrick Callioni
Publisher: Global Professional Publishing
ISBN:
Category : Business & Economics
Languages : en
Pages : 228

Book Description
This book provides detailed guidance for those responsible for designing and applying compliance regimes in companies.

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

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance PDF Author: El Bachir Boukherouaa
Publisher: International Monetary Fund
ISBN: 1589063953
Category : Business & Economics
Languages : en
Pages : 35

Book Description
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.

Legal Aspects of Combating Corruption: The Case of Zambia

Legal Aspects of Combating Corruption: The Case of Zambia PDF Author:
Publisher: Cambria Press
ISBN: 1621968855
Category :
Languages : en
Pages : 330

Book Description


Bank Regulation, Risk Management, and Compliance

Bank Regulation, Risk Management, and Compliance PDF Author: Alexander Dill
Publisher: Taylor & Francis
ISBN: 1000702731
Category : Law
Languages : en
Pages : 345

Book Description
Bank Regulation, Risk Management, and Compliance is a concise yet comprehensive treatment of the primary areas of US banking regulation – micro-prudential, macroprudential, financial consumer protection, and AML/CFT regulation – and their associated risk management and compliance systems. The book’s focus is the US, but its prolific use of standards published by the Basel Committee on Banking Supervision and frequent comparisons with UK and EU versions of US regulation offer a broad perspective on global bank regulation and expectations for internal governance. The book establishes a conceptual framework that helps readers to understand bank regulators’ expectations for the risk management and compliance functions. Informed by the author’s experience at a major credit rating agency in helping to design and implement a ratings compliance system, it explains how the banking business model, through credit extension and credit intermediation, creates the principal risks that regulation is designed to mitigate: credit, interest rate, market, and operational risk, and, more broadly, systemic risk. The book covers, in a single volume, the four areas of bank regulation and supervision and the associated regulatory expectations and firms’ governance systems. Readers desiring to study the subject in a unified manner have needed to separately consult specialized treatments of their areas of interest, resulting in a fragmented grasp of the subject matter. Banking regulation has a cohesive unity due in large part to national authorities’ agreement to follow global standards and to the homogenizing effects of the integrated global financial markets. The book is designed for legal, risk, and compliance banking professionals; students in law, business, and other finance-related graduate programs; and finance professionals generally who want a reference book on bank regulation, risk management, and compliance. It can serve both as a primer for entry-level finance professionals and as a reference guide for seasoned risk and compliance officials, senior management, and regulators and other policymakers. Although the book’s focus is bank regulation, its coverage of corporate governance, risk management, compliance, and management of conflicts of interest in financial institutions has broad application in other financial services sectors. Chapter 6 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.

The Fundamental Principles of Financial Regulation

The Fundamental Principles of Financial Regulation PDF Author: Charles Albert Eric Goodhart
Publisher: Centre for Economic Policy Research
ISBN:
Category : Business & Economics
Languages : en
Pages : 144

Book Description
Analytical background -- Nature of systemic risk -- Who should be regulated (by whom) -- Counter-cyclical regulation -- Regulation of liquidity and maturity mismatches -- Other regulatory issues -- The structure of regulation -- Conclusions -- Appendix : the boundary problem in financial regulation -- Discussion and roundtables.

Estimating the Costs of Financial Regulation

Estimating the Costs of Financial Regulation PDF Author: Mr.Andre Santos
Publisher: International Monetary Fund
ISBN: 147551008X
Category : Business & Economics
Languages : en
Pages : 43

Book Description
Staff Discussion Notes showcase the latest policy-related analysis and research being developed by individual IMF staff and are published to elicit comment and to further debate. These papers are generally brief and written in nontechnical language, and so are aimed at a broad audience interested in economic policy issues. This Web-only series replaced Staff Position Notes in January 2011.

The Law and Regulation of Financial Institutions

The Law and Regulation of Financial Institutions PDF Author: Milton R. Schroeder
Publisher:
ISBN: 9780769878799
Category : Banking law
Languages : en
Pages : 0

Book Description


New Accountability in Financial Services

New Accountability in Financial Services PDF Author: Joe McGrath
Publisher: Springer Nature
ISBN: 3030887154
Category : Social Science
Languages : en
Pages : 234

Book Description
This book is a critical examination of recently introduced individual accountability regimes that apply to the financial services industry in the UK (SMCR) and Australia (BEAR and the forthcoming FAR), together with a forthcoming new individual accountability regime ( in particular, SEAR) in Ireland. It provides a framework for analysing whether these regimes will achieve behavioural change in the financial services industry. This book argues that, whilst sanctioning individuals to deter future misconduct is an important part of any successful regulatory strategy, the focus should be on ensuring that individuals in the financial services industry internalise the norms of behaviour expected under the new regimes. In this regard, the analysis in this book is informed by criminological theory, regulatory theory and behavioural science. The work also argues for a “trajectory towards professionalisation” of financial services, and banking in particular, as an important means of positively influencing industry-wide norms of behaviour, which have a key influence on firms’ and individuals’ behaviours.

Banking Law: New York Banking Law

Banking Law: New York Banking Law PDF Author: New York (State)
Publisher:
ISBN:
Category : Banking law
Languages : en
Pages : 578

Book Description


Basel Compliance and Financial Stability

Basel Compliance and Financial Stability PDF Author: Mohammad Bitar
Publisher: International Monetary Fund
ISBN: 1484309219
Category : Business & Economics
Languages : en
Pages : 40

Book Description
The paper provides robust evidence that compliance with Basel Core Principles (BCPs) has a strong positive effect on the Z-score of conventional banks, albeit less pronounced on the Zscore of Islamic banks. Using a sample of banks operating in 19 developing countries, the results appear to be driven by capital ratios, a component of Z-score for the two types of banks. Even though smaller on Islamic banks, individual chapters of BCPs also suggest a positive effect on the stability of conventional banks. The findings support the effective role of BCP standards in improving bank stability, whose important implications led to the Islamic Financial Services Board (IFSB) publication of new recommendations in 2015 to bring BCP standards in line with the Core Principles for Islamic Finance Regulation (CPIFRs) standards. Our findings suggest that because Islamic banks are benchmarked closely to BCPs, the implementation of CPFIRs should also positively affect their stability.