Generative AI: Overview, Economic Impact, and Applications in Asset Management

130 Pages Posted: 18 Sep 2023 Last revised: 19 Sep 2023

Date Written: September 18, 2023

Abstract

This paper provides a comprehensive overview of the evolution and latest advancements in Generative AI models, alongside their economic impact and applications in asset management. The paper is divided into two sections. The first section outlines the key innovations and methodologies that underpin large language models like ChatGPT, while also covering image-based, multimodal, and tool-using Generative AI models. Transitioning from the technical to the practical, the second section reviews the impact of Generative AI on jobs, productivity, and various industries, ending with a focus on use-cases within investment management. This section also addresses the dangers and risks associated with the use of Generative AI, including the issue of hallucinations. Understanding how this technology works and how it can be effectively applied is crucial for assessing its future prospects.

Keywords: Artificial Intelligence (AI), Large Language Models, ChatGPT, Generative Pre-Trained Transformer (GPT), Natural Language Processing (NLP), Productivity, Occupation, Applications, Asset Management

JEL Classification: C45, C88, J24, O33

Suggested Citation

Luk, Martin, Generative AI: Overview, Economic Impact, and Applications in Asset Management (September 18, 2023). Available at SSRN: https://ssrn.com/abstract=4574814 or http://dx.doi.org/10.2139/ssrn.4574814

Martin Luk (Contact Author)

Man AHL ( email )

Riverbank House
2 Swan Lane
London, EC4R 3AD
United Kingdom

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