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.

ASEAN 2030
ASEAN 2030

Author: ADBI

Publisher: Brookings Institution Press

Published: 2016-03-08

Total Pages: 340

ISBN-13: 4899740522

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This book investigates long-term development issues for members of the Association of Southeast Asian Nations (ASEAN). It finds that with the proper policy mix—including domestic structural reforms and bold initiatives for regional integration—ASEAN has the potential to reach by 2030 the average quality of life enjoyed today in advanced economies and to fulfill its aspirations to become a resilient, inclusive, competitive, and harmonious (RICH) region. Key challenges moving forward are to enhance macroeconomic and financial stability, support equitable growth, promote competitiveness and innovation, and protect the environment. Overcoming these challenges to build a truly borderless economic region implies eliminating remaining barriers to the flow of goods, services, and production factors; strengthening competitiveness and the institutional framework; and updating some governing principles. But ASEAN should not merely copy the European Union. It must maintain its flexibility and pragmatism without creating a bloated regional bureaucracy. The study’s main message is that through closer integration, ASEAN can form a partnership for achieving shared prosperity in the region and around the globe.

Agricultural Value Chain Finance
Agricultural Value Chain Finance

Author: Calvin Miller

Publisher: Practical Action Publishing

Published: 2010

Total Pages: 0

ISBN-13: 9781853397028

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`This is a "must read" for anyone interested in value chain finance.---Kenneth Shwedel, Agricultural Economist --Book Jacket.

Ensuring Safe Food
Ensuring Safe Food

Author: Institute of Medicine and National Research Council

Publisher: National Academies Press

Published: 1998-08-19

Total Pages: 208

ISBN-13: 0309173973

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How safe is our food supply? Each year the media report what appears to be growing concern related to illness caused by the food consumed by Americans. These food borne illnesses are caused by pathogenic microorganisms, pesticide residues, and food additives. Recent actions taken at the federal, state, and local levels in response to the increase in reported incidences of food borne illnesses point to the need to evaluate the food safety system in the United States. This book assesses the effectiveness of the current food safety system and provides recommendations on changes needed to ensure an effective science-based food safety system. Ensuring Safe Food discusses such important issues as: What are the primary hazards associated with the food supply? What gaps exist in the current system for ensuring a safe food supply? What effects do trends in food consumption have on food safety? What is the impact of food preparation and handling practices in the home, in food services, or in production operations on the risk of food borne illnesses? What organizational changes in responsibility or oversight could be made to increase the effectiveness of the food safety system in the United States? Current concerns associated with microbiological, chemical, and physical hazards in the food supply are discussed. The book also considers how changes in technology and food processing might introduce new risks. Recommendations are made on steps for developing a coordinated, unified system for food safety. The book also highlights areas that need additional study. Ensuring Safe Food will be important for policymakers, food trade professionals, food producers, food processors, food researchers, public health professionals, and consumers.