Applications Areas, Possibilities, and Limitations of ChatGPT

Applications Areas, Possibilities, and Limitations of ChatGPT

Roheen Qamar, Baqar Ali Zardari
Copyright: © 2024 |Pages: 16
DOI: 10.4018/979-8-3693-6824-4.ch004
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Abstract

AI developments have led to the creation of complex language models like ChatGPT, which can produce text that appears human. Although ChatGPT has limitations, it can be helpful in elucidating concepts and offering basic guidance. It cannot access original medical databases or offer the most recent scientific knowledge. Public opinion in a number of areas, including healthcare, education, manufacturing, artificial intelligence (AI), machine revolution, science, industry, and cyber security, has been scrutinizing ChatGPT. However, there hasn't been as much research done on the analysis of ChatGPT studies in these settings. The present chapter looks at the various potential applications, difficulties, and upcoming projects for ChatGPT. A synopsis of studies on ChatGPT in the literature on applications is given by this review. The authors also offer a thorough and original assessment of ChatGPT's future concerns in Diff applications, including their promise and limitations.
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Introduction

ChatGPT, launched by OpenAI on November 30, 2022, is a chatbot that allows users to adjust conversation length, structure, style, information level, and language using a large-scale language model. It uses large data and an efficient architecture to analyze user requests and respond in natural language, a significant advancement in artificial intelligence and natural language processing. This chapter provides a quick overview of ChatGPT and its potential influence on many businesses.

ChatGPT offers many services for education, healthcare practitioners, and patients. For students, it may provide assistance and coaching by answering questions and sketching details to clarify hard concepts. As a teaching tool, the statement has the potential to transform .biomedical science education. ChatGPT in dentistry and healthcare can improve diagnosis, support decision-making, record digital data, analyze images, prevent diseases, reduce treatment errors, and facilitate research.

ChatGPT, the fastest-growing consumer software program in history, gained over 100 million users by January 2023, raising OpenAI's worth to $29 billion. Rival programs like Bard, Ernie Bot, LLaMA, Claude, and Grok emerged, while Microsoft introduced Bing Chat using OpenAI's GPT-4. Concerns were raised about ChatGPT's potential to undermine human intelligence, facilitate plagiarism, or spread false information. It can produce human-like writing and perform tasks like text completion and translation.

. This analysis examines the history, uses, main obstacles, and potential future developments of ChatGPT, a prominent artificial intelligence language model developed by Open AI. ChatGPT is a conversational Chabot that uses neural network architecture to process and comprehend natural language, making it applicable in various fields such as customer service, healthcare, and education. It marks a new era in AI's widespread use and application. (Kocoń, J. et al, 2023, pp. 101861)

Figure 1.

ChatGPT

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ChatGPT, an advanced language model from the OpenAI family, uses deep learning techniques to generate interactive, instantaneous responses based on a large dataset of billions of words, resulting in responses similar to human inputs, making it one of the largest available to the public.

ChatGPT, an AI technology, can generate contextually relevant responses to various inputs, offering potential applications in the medical field. It can assist professionals with clinical and laboratory diagnoses, propose study participants, and inform medical personnel about updates. It can also develop virtual assistants to support patients in managing their health. However, ethical and legal concerns arise, such as intellectual property infringements, complicated legal issues, and the need for transparency in AI data. (Mokmin et al, 2021, pp. 6033-6049).

ChatGPT is a deep learning language model that mimics human speech using deep learning techniques. It is part of the OpenAI generative pre-training transformer model family and is one of the largest available. It can provide contextually relevant responses for various inquiries using a large corpus of text data. AI's usage in healthcare and medical research has been limited, but its potential in data management and customer support is crucial.

ChatGPT is a deep learning language model that mimics human responses to natural language inputs. It is part of the Open AI generative pre-training transformer model family and uses a large corpus of text data to provide contextually relevant responses. Although AI is used in other fields like data management and customer service, its use in healthcare and medical research is relatively new, making it crucial for healthcare systems. (Liebrenz et al, 2023, pp. 105-106).

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