ChatGPT's effect on the job market: how automation affects employment in sectors using ChatGPT for customer service

D. Mishra, Nandini Agarwal, Dhruvi Shah, S. Salkuti
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Abstract

A significant language model called ChatGPT, created by OpenAI, has gained attention in artificial intelligence (AI) and natural language processing. This research paper aims to provide an in-depth analysis of ChatGPT and its potential impact on the future, including its limitations, pros and cons, and how it came to be. This paper first provides a brief overview of ChatGPT, including its architecture and training process, and how it differs from previous language models. It then delves into the model's limitations, such as its lack of common sense and susceptibility to discrimination or biases present in the data it was trained on. This paper also explores the potential benefits of ChatGPT, such as its ability to generate human-like text, its potential use in customer service, and its potential impact on the job market. The paper also discusses the ethical and social implications of ChatGPT, such as the potential for the model to perpetuate biases and the need for transparency and accountability in its deployment. Finally, the paper concludes by discussing the future of ChatGPT and similar language models and their potential impact on various industries and society as a whole. Overall, this research paper provides a comprehensive and nuanced survey of the AI tool ChatGPT and its potential impact on the future.
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ChatGPT 对就业市场的影响:自动化如何影响使用 ChatGPT 提供客户服务的行业的就业情况
由 OpenAI 创建的名为 ChatGPT 的重要语言模型在人工智能(AI)和自然语言处理领域备受关注。本研究论文旨在深入分析 ChatGPT 及其对未来的潜在影响,包括其局限性、利弊以及它的诞生过程。本文首先简要介绍了 ChatGPT,包括其架构和训练过程,以及它与以往语言模型的不同之处。然后,本文深入探讨了该模型的局限性,例如它缺乏常识,容易受到训练数据中存在的歧视或偏见的影响。本文还探讨了 ChatGPT 的潜在优势,如生成类人文本的能力、在客户服务中的潜在用途以及对就业市场的潜在影响。本文还讨论了 ChatGPT 在道德和社会方面的影响,如该模型可能会延续偏见,以及在部署过程中需要透明和问责。最后,本文讨论了 ChatGPT 和类似语言模型的未来及其对各行业和整个社会的潜在影响。总之,本研究论文对人工智能工具 ChatGPT 及其对未来的潜在影响进行了全面而细致的调查。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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