Jose Deodoro's Books

Predicting the Law: Artificial Intelligence Findings from the IMF’s Central Bank Legislation Database

By: Khaled AlAjmi,Jose Deodoro,Mr. Ashraf Khan,Kei Moriya

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Predicting the Law: Artificial Intelligence Findings from the IMF’s Central Bank Legislation Database

By: Khaled AlAjmi,Jose Deodoro,Mr. Ashraf Khan,Kei Moriya

Using the 2010, 2015, and 2020/2021 datasets of the IMF’s Central Bank Legislation Database (CBLD), we explore artificial intelligence (AI) and machine learning (ML) approaches to analyzing patterns in central bank legislation. Our findings highlight that: (i) a simple Naïve Bayes algorithm can link CBLD search categories with a significant and increasing level of accuracy to specific articles and phrases in articles in laws (i.e., predict search classification); (ii) specific patterns or themes emerge across central bank legislation (most notably, on central bank governance, central bank policy and operations, and central bank stakeholders and transparency); and (iii) other AI/ML approaches yield interesting results, meriting further research.

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International Monetary Fund

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ISBN 13

9798400260636

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

By: El Bachir Boukherouaa,Mr. Ghiath Shabsigh,Khaled AlAjmi,Jose Deodoro,Aquiles Farias,Ebru S Iskender,Mr. Alin T Mirestean,Rangachary Ravikumar

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

By: El Bachir Boukherouaa,Mr. Ghiath Shabsigh,Khaled AlAjmi,Jose Deodoro,Aquiles Farias,Ebru S Iskender,Mr. Alin T Mirestean,Rangachary Ravikumar

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.

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International Monetary Fund

Published Date

ISBN 10

1589063953

ISBN 13

9781589063952

Quantum Computing and the Financial System: Spooky Action at a Distance?

By: International Monetary Fund

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Quantum Computing and the Financial System: Spooky Action at a Distance?

By: International Monetary Fund

The era of quantum computing is about to begin, with profound implications for the global economy and the financial system. Rapid development of quantum computing brings both benefits and risks. Quantum computers can revolutionize industries and fields that require significant computing power, including modeling financial markets, designing new effective medicines and vaccines, and empowering artificial intelligence, as well as creating a new and secure way of communication (quantum Internet). But they would also crack many of the current encryption algorithms and threaten financial stability by compromising the security of mobile banking, e-commerce, fintech, digital currencies, and Internet information exchange. While the work on quantum-safe encryption is still in progress, financial institutions should take steps now to prepare for the cryptographic transition, by assessing future and retroactive risks from quantum computers, taking an inventory of their cryptographic algorithms (especially public keys), and building cryptographic agility to improve the overall cybersecurity resilience.

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International Monetary Fund

Published Date

ISBN 10

1513572725

ISBN 13

9781513572727

Digital Currencies and Energy Consumption

By: Mr. Itai Agur,Jose Deodoro,Xavier Lavayssière,Soledad Martinez Peria,Mr. Damiano Sandri,Hervé Tourpe,Mr. German Villegas Bauer

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Digital Currencies and Energy Consumption

By: Mr. Itai Agur,Jose Deodoro,Xavier Lavayssière,Soledad Martinez Peria,Mr. Damiano Sandri,Hervé Tourpe,Mr. German Villegas Bauer

Whether in crypto assets or in CBDCs, design choices can make an important difference to the energy consumption of digital currencies. This paper establishes the main components and technological options that determine the energy profile of digital currencies. It draws on academic and industry estimates to compare digital currencies to each other and to existing payment systems and derives implications for the design of environmentally friendly CBDCs. For distributed ledger technologies, the key factors affecting energy consumption are the ability to control participation and the consensus algorithm. While crypto assets like Bitcoin are wasteful in terms of resources, other designs could be more energy efficient than existing payment systems.

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International Monetary Fund

Published Date

ISBN 13

9798400208249

Don Juan Tenorio

By: Jose Zorrilla

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Don Juan Tenorio

By: Jose Zorrilla

This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

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124

Publisher

Wentworth Press

Published Date

ISBN 10

0469203536

ISBN 13

9780469203532

Book's by Jose Deodoro

Predicting the Law: Artificial Intelligence Findings from the IMF’s Central Bank Legislation Database

Predicting the Law: Artificial Intelligence Findings from the IMF’s Central Bank Legislation Database

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

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

Quantum Computing and the Financial System: Spooky Action at a Distance?

Quantum Computing and the Financial System: Spooky Action at a Distance?

Digital Currencies and Energy Consumption

Digital Currencies and Energy Consumption

Don Juan Tenorio

Don Juan Tenorio

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