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ChatGPT in society: emerging issues
Mirko Farina1, Andrea Lavazza2,3
1Faculty of Humanities and Social Science, HMI Lab, Innopolis University, Innopolis, Russia.
Large Language Models (LLMs) offer benefits but also pose risks in security, economics, and society. A balanced assessment of their societal impact is crucial for responsible deployment.
Area of Science:
- Artificial Intelligence
- Societal Impact of Technology
- Computer Science Ethics
Background:
- The rapid advancement and increasing integration of Large Language Models (LLMs) into various societal domains necessitate a thorough examination of their implications.
- Existing literature often focuses on technical capabilities, with less emphasis on the broad spectrum of societal challenges and opportunities presented by LLMs.
Purpose of the Study:
- To critically review and assess the multifaceted issues associated with the large-scale implementation of Large Language Models.
- To provide a preliminary yet comprehensive overview of potential benefits and downsides of LLMs across diverse societal sectors.
Main Methods:
- Literature review and critical analysis of potential societal impacts.
- Exploratory assessment of security, political, economic, cultural, and educational dimensions.
- Examination of ethical considerations including social biases, creativity, copyright, and freedom of speech.
Main Results:
- Identified a wide range of potential challenges including security vulnerabilities, economic disruptions, and the exacerbation of social biases.
- Acknowledged significant potential benefits across various applications, contingent on responsible development and deployment.
- Highlighted complex interactions between LLMs and established norms in creativity, copyright, and freedom of speech.
Conclusions:
- LLMs present a dual potential for societal advancement and disruption; a balanced perspective is essential.
- Further research is needed to fully understand and mitigate the risks while maximizing the benefits of LLM deployment.
- This work serves as an initial step in cataloging and analyzing the complex societal landscape shaped by Large Language Models.
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