ChatGPT: A Revolutionary Tool?

ChatGPT: A Revolutionary Tool?

Deepanshi Aggarwal, Seema Rathee
DOI: 10.4018/979-8-3693-0815-8.ch012
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Abstract

ChatGPT has been expanding swiftly. This chatbot, which has its foundation on “OpenAI's language model,” allows users to converse with the artificial intelligence by providing instructions. Although ChatGPT is great and produces amazing stories, poems, songs, writings, etc., it has some limitations too. The bot will respond to queries from users with relevant, persuasive subjects and arguments. Currently, ChatGPT is at the top of many scholarly concerns. This chapter briefly discusses the ChatGPT and its necessity. The ChatGPT Tool's numerous ‘growing work flow mechanisms' are also exemplified. In addition, it examines specific capabilities and characteristics of the ChatGPT Support System. Finally, the authors highlight and discuss ChatGPT's vital functions in the current predicament.
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Introduction

ChatGPT, an open artificial intelligence (AI) prototype presented in November 2022, has piqued the curiosity of engineers, social media users, company owners, authors, and students. Despite many people's concerns about ChatGPT, machine learning (ML) has unquestionably positive potential. Since its widespread use, machine learning has had an impact on a variety of industries, enabling activities such as high-resolution weather forecasting and medical imaging analysis (Cherian et al., 2022). ChatGPT has the ability to change the way numerous professions operate. Because it was created with OpenAI, this chatbot can communicate like a human. Customers can get started with ChatGPT by registering a free OpenAI account. This system could benefit from user-generated data to improve its training algorithms. Chat- GPT-induced paradigm shifts in information access may benefit tag-holding businesses including as education, research, journalism, mass communication, Information Technology (IT), retail, and many others (Erhan et al., 2010). Using generative AI technology, various convincing writing may be produced quickly, and the writing can then be adapted in response to input to make it more suitable for the goal. This has implications for a wide range of industries, including marketingcopy-required firms and IT and software organisations that may benefit from AI models' rapid, typically accurate code. Furthermore, organisations may use generative AI to create superior technical objects, such as upscaled reproductions of medical photographs. Firms may also seek new business opportunities and the capacity to give more value with their time and resources (Bai et al., 2022).

ChatGPT has swiftly taken off on a global scale. Many people who are reading this want to know what this programme is capable of. This programme can create original articles about anything by combining an exceptional ability to quickly search for information online with strong grammar and writing skills. ChatGPT is a bot that has been programmed to respond to user inputs that imitate human speech (Bona et al., 1985; Chan and Hu, 2023). Using machine learning, it has gained a surprisingly diverse set of skills. On command, it can generate simple computer code, crude financial analyses, hilarious poetry and songs, faultless impersonations, contemplative essays on almost any subject, and technical paper summaries. The following are the article's key research questions:

  • RO1: - To brief about the ChatGPT and its need;

  • RO2: - To discuss the progressive workflow process of the ChatGPT tool;

  • RO3: - To study specific features and capabilities of the ChatGPT support system;

  • RO4: - To identify and discuss significant roles of ChatGPT in the current scenario;

ChatGPT, a generative pre-trained transformer, is gaining popularity. The term ''Generative'' or ''G'' in the acronym GPT refers to the tool's ability to generate text. Pre-training, also known as ''P,'' is the deployment of a model from one ML project to train another model, similar to how people use prior knowledge to learn new things. ChatGPT provides a large volume of text to practise on. The neural network T stands for ''Transformer,'' which investigates the overall relationship between each data series component. It is a free chatbot that can answer almost any inquiry. It was developed by OpenAI and made accessible for public testing. It is already widely considered as the best AI chatbot ever created. Computer code, college-level essays, poetry, and even half-decent jokes have been produced by the chatbot. The first ChatGPT model was trained through supervised finetuning, which involved human AI trainers conversing with both the user and an AI assistant (Cheng et al., 2023). Trainers have access to sample written recommendations to help them write answers. One of their most recent developments is ChatGPT, a language model designed specifically to grasp and respond to real language. This shows that it can converse with humans in a natural and intuitive manner. The nicest feature about ChatGPT is that it is open source, allowing programmers to implement the model into their applications (Else, 2023).

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