Let's have a chat! A Conversation with ChatGPT: Technology, Applications, and Limitations
Sakib Shahriar, Kadhim Hayawi

TL;DR
This paper reviews ChatGPT's technology, applications, and limitations, discussing its historical development, potential uses across sectors, and addressing ethical and privacy concerns associated with its deployment.
Contribution
It provides a comprehensive overview of ChatGPT's technological foundation, explores its diverse applications, and critically examines its current limitations and ethical issues.
Findings
ChatGPT has broad applications in healthcare, education, and research.
There are significant privacy and ethical concerns with ChatGPT.
Current limitations include issues with accuracy and bias.
Abstract
The emergence of an AI-powered chatbot that can generate human-like sentences and write coherent essays has caught the world's attention. This paper discusses the historical overview of chatbots and the technology behind Chat Generative Pre-trained Transformer, better known as ChatGPT. Moreover, potential applications of ChatGPT in various domains, including healthcare, education, and research, are highlighted. Despite promising results, there are several privacy and ethical concerns surrounding ChatGPT. In addition, we highlight some of the important limitations of the current version of ChatGPT. We also ask ChatGPT to provide its point of view and present its responses to several questions we attempt to answer.
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Taxonomy
TopicsArtificial Intelligence in Healthcare and Education · Digital Mental Health Interventions · Technology Use by Older Adults
MethodsMulti-Head Attention · Attention Is All You Need · Linear Layer · Absolute Position Encodings · Label Smoothing · Softmax · Adam · Layer Normalization · Residual Connection · Dense Connections
