Luke Lee

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2papers

2 Papers

AIApr 18, 2024
Enhancing Financial Inclusion and Regulatory Challenges: A Critical Analysis of Digital Banks and Alternative Lenders Through Digital Platforms, Machine Learning, and Large Language Models Integration

Luke Lee

This paper explores the dual impact of digital banks and alternative lenders on financial inclusion and the regulatory challenges posed by their business models. It discusses the integration of digital platforms, machine learning (ML), and Large Language Models (LLMs) in enhancing financial services accessibility for underserved populations. Through a detailed analysis of operational frameworks and technological infrastructures, this research identifies key mechanisms that facilitate broader financial access and mitigate traditional barriers. Additionally, the paper addresses significant regulatory concerns involving data privacy, algorithmic bias, financial stability, and consumer protection. Employing a mixed-methods approach, which combines quantitative financial data analysis with qualitative insights from industry experts, this paper elucidates the complexities of leveraging digital technology to foster financial inclusivity. The findings underscore the necessity of evolving regulatory frameworks that harmonize innovation with comprehensive risk management. This paper concludes with policy recommendations for regulators, financial institutions, and technology providers, aiming to cultivate a more inclusive and stable financial ecosystem through prudent digital technology integration.

CYApr 26, 2024
Examining the Legal Status of Digital Assets as Property: A Comparative Analysis of Jurisdictional Approaches

Luke Lee

This paper examines the complex legal landscape surrounding digital assets, analysing how they are defined and regulated as property across various jurisdictions. As digital assets such as cryptocurrencies and non-fungible tokens (NFTs) increasingly integrate with global economies, their intangible nature presents unique challenges to traditional property law concepts, necessitating a re-evaluation of legal definitions and ownership frameworks. This research presents a comparative analysis, reviewing how different legal systems classify and manage digital assets within property law, highlighting the variations in regulatory approaches and their implications on ownership, transfer, and inheritance rights. By examining seminal cases and regulatory developments in major jurisdictions, including the United States, the European Union, and Singapore, this paper explores the emerging trends and potential legal evolutions that could influence the global handling of digital assets. The study aims to contribute to the scholarly discourse by proposing a harmonized approach to digital asset regulation, seeking to balance innovation with legal certainty and consumer protection.