ChatGPT is a type of artificial intelligence language model that uses deep learning algorithms to generate human-like responses to text-based prompts. The introduction of the latest ChatGPT version in November of 2022 has caused shockwaves in the industrial and academic communities for its powerful capabilities, plethora of possible applications, and the great possibility for abuse. At the time of writing this work, several other language models (e.g., Google Bard and Meta LLaMA) just came out in an attempt to get a foothold in the vast possible market. These models have the ability to revolutionize the way we interact with computers and have potential applications in many fields, including education, software engineering, healthcare, and marketing. In this paper, we will discuss the possible applications, drawbacks, and research directions using advanced language Chatbots (e.g., ChatGPT) in each of these fields. We first start with a brief introduction and the development timeline of artificial intelligence based language models, then we go through possible applications of such models, after that we discuss the limitations and drawbacks of the current technological state of the art, and finally we point out future possible research directions.
翻译:ChatGPT 是一种使用深度学习算法生成文本的人工智能语言模型。2022年11月发布的最新ChatGPT版本引起了工业和学术界的轰动,因其强大的能力、大量可能的应用以及可能被滥用的风险。同时,在撰写本文时,其他几款语言模型(如Google Bard和Meta LLaMA)也正试图在巨大的潜在市场中站稳脚跟。这些模型具有颠覆我们与计算机互动的方法的能力,并在许多领域中具有潜在应用,包括教育、软件工程、医疗保健和营销等方面。 本文将探讨使用高级语言聊天机器人(如ChatGPT)在每个领域中的可能应用、限制和缺点以及未来可能的研究方向。我们首先介绍了基于人工智能语言模型的引入和发展时间线,然后深入讨论这些模型的可能应用,接着探讨了当前技术的限制和缺点,最后指出未来可能的研究方向。