مجلة دراسات وأبحاث اقتصادية في الطاقات المتجددة
Volume 11, Numéro 2, Pages 23-43
2024-12-01
Optimizing Financial Markets Efficiency In The Midst Of Contemporary Crises: Addressing Challenges In Ai Implementation
Authors : Bouguelaa Mohammed .
Abstract
This paper delves into the intricate landscape of financial markets, exploring the evolution from historical contexts to the contemporary era marked by technological advancements. With a specific focus on Artificial Intelligence (AI) implementation, the study assesses its roles in data analysis, algorithmic trading, and risk management. As the financial industry faces crises such as global financial downturns, pandemics, and technological disruptions, the paper investigates the dual role of AI in exacerbating and mitigating these challenges. It critically examines the adoption challenges, including ethical considerations, regulatory frameworks, and concerns related to data security and privacy. Drawing on a rich tapestry of references, the literature review outlines the historical evolution of financial markets, emphasizing the transformative impact of technological innovations. The paper presents an extensive analysis of successful and unsuccessful AI implementations, offering insights into the cases of Ant Financial's credit scoring, Long-Term Capital Management, and the Flash Crash of 2010. Furthermore, it explores challenges in AI implementation during crises, addressing uncertainty, regulatory responses, and ethical dilemmas. The study concludes by envisioning future opportunities, emphasizing the need for enhanced predictive models, strengthened regulatory frameworks, ethical AI practices, and collaborative knowledge-sharing initiatives. Through case studies and a comprehensive exploration of crises, challenges, and opportunities, this paper contributes to the discourse on optimizing financial market efficiency amid contemporary uncertainties.
Keywords
Financial Markets ; Artificial Intelligence (AI) in Finance ; Technological Innovations ; Ethical Considerations in Finance ; Risk Management
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