Publication Date: 2023/11/02
Abstract: This research paper consists of a detailed analysis of conversational AI, more specifically on the recent ChatGPT by focusing on its impacts, capabilities, applications, strengths/limitations, as well as future prospects. This study explores the underlying technology of ChatGPT, built upon the GPT framework, and discusses the training and fine-tuning processes involved in its development. This paper not only investigates the diverse applications of ChatGPT, but also analyses the limitations regarding accuracy, bias, and data privacy. This paper also aims to highlight differences between ChatGPT and other AI bots by integrating many factors including government regulations, impact on jobs, as well as ethical considerations. Moreover, this research paper also provides insights into ongoing research and future directions in language model development with ChatGPT as well as beyond it. This study not only aims to deepen our understanding ofChatGPT but also conversational AI as a whole and its implications for researchers, practitioners, and society as a whole.
Keywords: Impacts, Capabilities, Applications, Strengths, Limitations, Ethical Considerations, Future Prospects, GPT Framework, Training, Accuracy, Bias, Data Privacy, Public Perception, Government Regulations, Conversational AI.
DOI: https://doi.org/10.5281/zenodo.10065853
PDF: https://ijirst.demo4.arinfotech.co/assets/upload/files/IJISRT23SEP1825.pdf
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