Exploring ChatGPT and its impact on society

Md. Asraful Haque, Shuai Li
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Abstract

Artificial intelligence has been around for a while, but suddenly it has received more attention than ever before. Thanks to innovations from companies like Google, Microsoft, Meta, and other major brands in technology. OpenAI, though, has triggered the button with its ground-breaking invention—“ChatGPT”. ChatGPT is a Large Language Model (LLM) based on Transformer architecture that has the ability to generate human-like responses in a conversational context. It uses deep learning algorithms to generate natural language responses to input text. Its large number of parameters, contextual generation, and open-domain training make it a versatile and effective tool for a wide range of applications, from chatbots to customer service to language translation. It has the potential to revolutionize various industries and transform the way we interact with technology. However, the use of ChatGPT has also raised several concerns, including ethical, social, and employment challenges, which must be carefully considered to ensure the responsible use of this technology. The article provides an overview of ChatGPT, delving into its architecture and training process. It highlights the potential impacts of ChatGPT on the society. In this paper, we suggest some approaches involving technology, regulation, education, and ethics in an effort to maximize ChatGPT’s benefits while minimizing its negative impacts. This study is expected to contribute to a greater understanding of ChatGPT and aid in predicting the potential changes it may bring about.

探索ChatGPT及其对社会的影响
人工智能已经存在了一段时间,但突然间它比以往任何时候都受到了更多的关注。这要归功于b谷歌、微软(Microsoft)、Meta和其他主要科技品牌的创新。然而,OpenAI已经用其突破性的发明——“ChatGPT”触发了这个按钮。ChatGPT是一种基于Transformer架构的大型语言模型(LLM),它能够在会话上下文中生成类似人类的响应。它使用深度学习算法生成对输入文本的自然语言响应。它的大量参数、上下文生成和开放域训练使其成为广泛应用的通用有效工具,从聊天机器人到客户服务再到语言翻译。它有可能彻底改变各个行业,改变我们与技术互动的方式。然而,ChatGPT的使用也引发了一些问题,包括道德、社会和就业方面的挑战,必须仔细考虑这些问题,以确保负责任地使用这项技术。本文概述了ChatGPT,深入研究了它的体系结构和培训过程。它突出了ChatGPT对社会的潜在影响。在本文中,我们提出了一些涉及技术、法规、教育和道德的方法,以努力最大化ChatGPT的利益,同时最小化其负面影响。这项研究有望有助于更好地了解ChatGPT,并有助于预测它可能带来的潜在变化。
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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