Research on the Development and Application of ChatGPT

Research Article
Open access

Research on the Development and Application of ChatGPT

Yixin Gao 1*
  • 1 Beijing Normal University-HongKong Baptist University United International College    
  • *corresponding author gyx010701@163.com
LNEP Vol.52
ISSN (Print): 2753-7048
ISSN (Online): 2753-7056
ISBN (Print): 978-1-83558-411-8
ISBN (Online): 978-1-83558-412-5

Abstract

With the rapid development of AI technology, AI is increasingly capable of performing complex computational and creative tasks. The combination of automation, machine learning, and natural language processing technologies provides powerful capabilities for AI systems. This project uses ChatGPT as an example to explore in depth the dynamic cross-cutting features of AI and its impact on human behavior. This paper utilizes a multifaceted research methodology, including case studies, and focuses on ChatGPT as a relevant case study. The findings of this project not only deepen the understanding of ChatGPT's functions, but also have implications for the interaction between AI and human intelligence. This research emphasizes the need for consultative and ethical architectures and the importance of using them in a balanced way in this ever-changing field of technology. This thesis offers valuable thoughts on the coexistence of AI and human endeavors.

Keywords:

Artificial Intelligence, Human Replacement, Automation, ChatGPT, Technological Impact

Gao,Y. (2024). Research on the Development and Application of ChatGPT. Lecture Notes in Education Psychology and Public Media,52,91-95.
Export citation

1. Introduction

With the rapid development of artificial intelligence technology, it can replace people, this problem has been concerned. The research is inspired by the growing use of artificial intelligence technologies such as ChatGPT, which are increasingly permeating every aspect of society. Through the analysis of the role of artificial intelligence and human, this study explores its possible effects and benefits, thus revealing its role with human.

This paper will focus on the important topic of replacing human beings with artificial intelligence, and take ChatGPT as a typical case to start from the following four aspects: Chapter 1: the connotation and limitations of ChatGPT; Chapter 2: the function and limitations of ChatGPT; Chapter 3: the comparison between artificial intelligence and human intelligence; and Chapter 4: the moral considerations of HIV and human symbiosis.

This project intends to establish a set of integrated analysis models by integrating the above research methods in order to explore the fine and complex dynamic correlation in human-computer interaction. This topic highlights the unique characteristics of ChatGPT, is the model of this technological innovation. The researchers hope that the study of these characteristics will reveal the specific working patterns of artificial intelligence. The implementation of the project will deepen the understanding of the development direction of artificial intelligence, and provide new research methods for the in-depth understanding and research of human interaction.

Through the study of this issue, it can provide some useful reference for policymakers, scientific and technological workers and academics. The purpose of this study is to examine the integration of artificial intelligence technologies from a balanced perspective, and to point out that ethical structures and responsible use are necessary.

2. Overview of ChatGPT as an AI Exemplar

ChatGPT is a new iterative algorithm, which is a new iterative algorithm for machine translation. The translation model established on this basis has greatly changed its unique ability in language understanding and generation.

2.1. Main features and applications

In the rapid development of artificial intelligence today, people are more and more concerned about the replacement of human thinking. For example, ChatGPT is an excellent example of a set of basic functions that clearly demonstrate the great potential of artificial intelligence. [1]

ChatGPT specializes in natural language generation and has powerful automated semantic representation capabilities. Whether it's creating an idea or responding to a writing style, ChatGPT automatically generates a humanoid language. This ability of NLG is critical, from creating content to implementing automated customer service.

In addition, the firm has extensive experience in a wide range of areas, spanning narrow areas of expertise. Through years of vocational training, we have in a number of disciplines, including science and technology, humanities, humanities and other fields of extensive cooperation.

ChatGPT is a powerful programming alliance because of its support for projects. This feature allows him to assist the user with code related queries, provide suggestions, debug prompts, and even generate code snippets. This way not only brings great convenience to programmers, but also brings great convenience to programmers.

In addition, ChatGPT's ability to extract massive amounts of data into concise summaries is particularly important for systems with abstraction capabilities. Analyzing and compressing lengthy articles, documents, or discussions can provide users with a concise, consistent summary. This algorithm has broad application prospects in text summarization, news aggregation, knowledge extraction and other fields.

Generally speaking, ChatGPT is a universal intelligent system mode, which integrates the functions of natural language generation, multi-domain knowledge, programming support and text abstraction. Continued research into these issues, and their responsible integration into all aspects, will certainly lead to a new paradigm for human-artificial intelligence collaboration.

2.2. Capabilities

Certainly, let's delve into the advantages and strengths of ChatGPT, incorporating detailed examples.

2.2.1. Fluency in Language Generation

ChatGPT is a master at generating consistent, natural verbal responses that mimic the way people speak. Users can ask questions on the ChatGPT website and get detailed, logical answers that lead to a pleasant experience [2]

2.2.2. Extensive Coverage of Multidomain Knowledge

Because of its in-depth study of vast amounts of data, ChatGPT can span multiple domains. Such a wide range of knowledge enables him to deal with a wide range of complex issues. Whether it's cutting-edge academic research, cutting-edge scientific and technological innovation, or in-depth exploration of art and history, it can give you a complete and complete answer. Not only to deal with specific issues, but also to integrate various perspectives. This feature allows users to find information, solve problems, or conduct research. Interacting with ChatGPT gives us a deeper and more interesting understanding of the world.[3]

2.2.3. Flexibility and Generalization

Multilingual ChatGPT has greatly improved global availability. This high technology allows users to communicate through various texts, breaking down language barriers. In English, Spanish or Chinese, users can freely ask questions according to the language they are familiar with. This has greatly improved the users' sense of use, facilitated cultural communication, and helped create a more diverse and inclusive global information ecology. On this basis, ChatGPT will play a greater role in intelligent sessions and bring new ways of communication to users.[4]

2.2.4. Multilingual Support

By expanding its language support, ChatGPT has greatly improved its global availability. Users can ask questions in multiple languages or languages. This cross-language interaction can provide a richer and more personalized experience for global users. Whether in the English-dominated international environment, or in a few small languages that are rarely used at ordinary times, can bring users accurate and smooth service, so that every user can feel the convenience and care technology brings.

2.2.5. Conversational Interaction and Contextual Understanding

ChatGPT is a high-level natural language processing method with strong conversation ability. This book provides an in-depth understanding and memory of the previous dialogues, making them smoother and more natural. The retention of episodic memory depends on the correct interpretation of the previous question. [5]. As ChatGPT enters subsequent conversations, it can use its powerful contextual memory to quickly identify key elements in the context on which to build more relevant and coherent answers. This not only enriched the dialogue content, but also improved the overall quality of the dialogue, so that every interaction has become a feast of knowledge and emotion.

2.2.6. Large-Scale Pre-training and Transfer Learning

ChatGPT benefits from large-scale pre-training, enabling it to leverage knowledge from different sources to promote robust performance across tasks. The model's ability to transfer knowledge enables it to perform well in tasks beyond its original training scope, demonstrating its adaptability and capability in a variety of applications.

All in all, ChatGPT's strengths lie in its language generation, multidomain knowledge coverage, versatility, multilingual support, context understanding, and benefits from large-scale pre-training. Together, these aspects make ChatGPT a powerful and widely used natural language processing model.

3. How ChatGPT helps human society in medicine

There has been a lot of research on artificial intelligence in medicine, or in the future, artificial intelligence can replace the doctor's work, there are reports on surgical intelligent robot, but in clinical practice, artificial intelligence in medicine and medical research is not much.

ChatGPT is a potential treatment and the subject of most research interest, helping physicians perform clinical and experimental examinations better and faster [6]. The application of ChatGPT or other artificial intelligence technology to medical system can guarantee medical quality under the premise of guaranteeing medical quality. At the same time, it can also carry out some clinical experiments and basic scientific research work, or put forward valuable suggestions for doctors and researchers. In the long run, the benefits of artificial intelligence in medical services will improve the efficiency and accuracy involved. However, the software also has limitations and ethical concerns, such as ethical concerns and academic plagiarism. Until now, only a few studies have confirmed ChatGPT’s use and perspectives in medicine.[7]

Because ChatGPT has the ability to collect and compress information relevant to a particular topic [8], ChatGPT has great potential in the documentation review process. This system can be used to evaluate a large amount of written materials and extract important ideas and viewpoints. This function can help researchers to find important topics and deficiencies in existing research systems. However, recognize that while ChatGPT has the function of providing concise academic summaries, it does not necessarily provide thorough and accurate citations [9]. Therefore, researchers must be careful when using ChatGPT to ensure that the established data sources are correct and reliable.

Data processing is a very important work in medical science. Python, R, STATA, SPSS, and SAS are well-known programming languages that have certain requirements for code. Many researchers rely on an expert who usually gives statistical guidance and does the necessary statistical work. However, the availability of biometric support is limited by constraints such as time and financial constraints [10]. ChatGPT shows excellent functionality, handles technical challenges, and facilitates data analysis. This shows that statisticians have the potential to strengthen their work processes, improve productivity, and allow experienced physicians to perform primary diagnosis.

Although ChatGPT may have some limitations on writing a complete medical essay, it is essential to improving your writing process. The template-oriented work of developing research plans, writing grant applications, and writing articles [11] has proven to be extremely advantageous. In addition, ChatGPT can improve the clarity and readability of articles, which is helpful for non-English-speaking people, and also provides an automated online modification feature. The cost of accessing such information is often prohibitive for writers living in middle-and middle-income countries to achieve more academic results, as they are the most necessary.

In addition, ChatGPT helps magazine editors evaluate the quality of contributions. According to anecdotes widely circulated on the Academy's Twitter feed, some authors claim to have submitted their manuscripts to ChatGPT for feedback and review, and to have published them in professional journals. Comments generated by ChatGPT are consistent with real peer reviewers' comments.

4. Conclusion

Finally, with the example of ChatGPT, it can see in more detail whether artificial intelligence can replace human beings. The study confirms the new fact that "artificial intelligence coexists with human talent," as opposed to the established "AI replacement." [12] An examination of the functions and limitations of ChatGPT shows that it is a powerful means of enhancing rather than replacing human power. Studies of the social impact show that while it can reshape some areas, what really changes the world is its collaboration with people.

However, the study also recognizes its shortcomings. Because of the dynamics of artificial intelligence, the results may now be constantly being reevaluated. In addition, the study argues for a deeper exploration of ethical issues, such as the long-term social impact on humans and the likely consequences of unfair use of AI resources. In order to overcome these limitations and promote the future research, it is necessary to study the evolution of the cooperation between AIDS and human beings more deeply. Exploring the ethical framework that guides the development and application of artificial intelligence, as well as the socio-economic consequences of this, will enable us to understand this more fully. In addition, future research should explore the role of artificial intelligence in promoting inclusion, to ensure that development results benefit society as a whole.

In the process of studying the relationship between artificial intelligence and human, it should see the interdependence and complementarity between them. The connection between the two needs to be approached with a cautious and balanced attitude, not only to understand its revolutionary impact, but also to be vigilant about its moral problems. In the rapid development of technology today, it must also face the reality that AI is in a way beyond people's understanding and control in the rapid development. So the road ahead is a difficult one, which requires us to continue to do scientific research, but also to accept the possibilities of artificial intelligence in a new way, to find innovative ways to use it, not just as a tool to replace people. In this mode of mutual benefit, it can achieve a win-win situation, that is, to ensure that AI does not surpass the human case, to make it better service.


References

[1]. Gilardi, F., Alizadeh, M., & Kubli, M. (2023). ChatGPT outperforms crowd workers for text-annotation tasks. 120(30), e2305016120. doi:doi:10.1073/pnas.2305016120

[2]. Barrot, J. S. (2023). Using ChatGPT for second language writing: Pitfalls and potentials. Assessing Writing, 57, 100745. doi:https://doi.org/10.1016/j.asw.2023.100745

[3]. Dave, T., Athaluri, S. A., & Singh, S. (2023). ChatGPT in medicine: an overview of its applications, advantages, limitations, future prospects, and ethical considerations. 6. doi:10.3389/frai.2023.1169595

[4]. Gill, S. S., Xu, M., Patros, P., Wu, H., Kaur, R., Kaur, K., ... Buyya, R. (2024). Transformative effects of ChatGPT on modern education: Emerging Era of AI Chatbots. Internet of Things and Cyber-Physical Systems, 4, 19-23. doi:https://doi.org/10.1016/j.iotcps.2023.06.002

[5]. Phillips, J., & Robie, C. (2024). Can a computer outfake a human? Personality and Individual Differences, 217, 112434. doi:https://doi.org/10.1016/j.paid.2023.112434

[6]. Caruccio, L., Cirillo, S., Polese, G., Solimando, G., Sundaramurthy, S., & Tortora, G. (2024). Can ChatGPT provide intelligent diagnoses? A comparative study between predictive models and ChatGPT to define a new medical diagnostic bot. Expert Systems with Applications, 235, 121186. doi:https://doi.org/10.1016/j.eswa.2023.121186

[7]. Bin-Nashwan, S. A., Sadallah, M., & Bouteraa, M. (2023). Use of ChatGPT in academia: Academic integrity hangs in the balance. Technology in Society, 75, 102370. doi:https://doi.org/10.1016/j.techsoc.2023.102370

[8]. Memarian, B., & Doleck, T. (2023). ChatGPT in education: Methods, potentials, and limitations. Computers in Human Behavior: Artificial Humans, 1(2), 100022. doi:https://doi.org/10.1016/j.chbah.2023.100022

[9]. Yan, M., Cerri, G. G., & Moraes, F. Y. (2023). ChatGPT and medicine: how AI language models are shaping the future and health related careers. Nature Biotechnology, 41(11), 1657-1658. doi:10.1038/s41587-023-02011-3

[10]. Sallam, M. (2023). ChatGPT Utility in Healthcare Education, Research, and Practice: Systematic Review on the Promising Perspectives and Valid Concerns. Healthcare (Basel), 11(6). doi:10.3390/healthcare11060887

[11]. Ruksakulpiwat, S., Kumar, A., & Ajibade, A. (2023). Using ChatGPT in Medical Research: Current Status and Future Directions. J Multidiscip Healthc, 16, 1513-1520. doi:10.2147/jmdh.S413470

[12]. Wu, -. T., He, -. S., Liu, -. J., Sun, -. S., Liu, -. K., Han, -. Q.-L., & Tang, -. Y. (2023). - A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development %J - IEEE/CAA Journal of Automatica Sinica. - 10(- 5), - 1122. doi:- 10.1109/jas.2023.123618


Cite this article

Gao,Y. (2024). Research on the Development and Application of ChatGPT. Lecture Notes in Education Psychology and Public Media,52,91-95.

Data availability

The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.

Disclaimer/Publisher's Note

The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of EWA Publishing and/or the editor(s). EWA Publishing and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

About volume

Volume title: Proceedings of the 5th International Conference on Education Innovation and Philosophical Inquiries

ISBN:978-1-83558-411-8(Print) / 978-1-83558-412-5(Online)
Editor:Mallen Enrique
Conference website: https://www.iceipi.org/
Conference date: 12 July 2024
Series: Lecture Notes in Education Psychology and Public Media
Volume number: Vol.52
ISSN:2753-7048(Print) / 2753-7056(Online)

© 2024 by the author(s). Licensee EWA Publishing, Oxford, UK. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license. Authors who publish this series agree to the following terms:
1. Authors retain copyright and grant the series right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this series.
2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the series's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this series.
3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See Open access policy for details).

References

[1]. Gilardi, F., Alizadeh, M., & Kubli, M. (2023). ChatGPT outperforms crowd workers for text-annotation tasks. 120(30), e2305016120. doi:doi:10.1073/pnas.2305016120

[2]. Barrot, J. S. (2023). Using ChatGPT for second language writing: Pitfalls and potentials. Assessing Writing, 57, 100745. doi:https://doi.org/10.1016/j.asw.2023.100745

[3]. Dave, T., Athaluri, S. A., & Singh, S. (2023). ChatGPT in medicine: an overview of its applications, advantages, limitations, future prospects, and ethical considerations. 6. doi:10.3389/frai.2023.1169595

[4]. Gill, S. S., Xu, M., Patros, P., Wu, H., Kaur, R., Kaur, K., ... Buyya, R. (2024). Transformative effects of ChatGPT on modern education: Emerging Era of AI Chatbots. Internet of Things and Cyber-Physical Systems, 4, 19-23. doi:https://doi.org/10.1016/j.iotcps.2023.06.002

[5]. Phillips, J., & Robie, C. (2024). Can a computer outfake a human? Personality and Individual Differences, 217, 112434. doi:https://doi.org/10.1016/j.paid.2023.112434

[6]. Caruccio, L., Cirillo, S., Polese, G., Solimando, G., Sundaramurthy, S., & Tortora, G. (2024). Can ChatGPT provide intelligent diagnoses? A comparative study between predictive models and ChatGPT to define a new medical diagnostic bot. Expert Systems with Applications, 235, 121186. doi:https://doi.org/10.1016/j.eswa.2023.121186

[7]. Bin-Nashwan, S. A., Sadallah, M., & Bouteraa, M. (2023). Use of ChatGPT in academia: Academic integrity hangs in the balance. Technology in Society, 75, 102370. doi:https://doi.org/10.1016/j.techsoc.2023.102370

[8]. Memarian, B., & Doleck, T. (2023). ChatGPT in education: Methods, potentials, and limitations. Computers in Human Behavior: Artificial Humans, 1(2), 100022. doi:https://doi.org/10.1016/j.chbah.2023.100022

[9]. Yan, M., Cerri, G. G., & Moraes, F. Y. (2023). ChatGPT and medicine: how AI language models are shaping the future and health related careers. Nature Biotechnology, 41(11), 1657-1658. doi:10.1038/s41587-023-02011-3

[10]. Sallam, M. (2023). ChatGPT Utility in Healthcare Education, Research, and Practice: Systematic Review on the Promising Perspectives and Valid Concerns. Healthcare (Basel), 11(6). doi:10.3390/healthcare11060887

[11]. Ruksakulpiwat, S., Kumar, A., & Ajibade, A. (2023). Using ChatGPT in Medical Research: Current Status and Future Directions. J Multidiscip Healthc, 16, 1513-1520. doi:10.2147/jmdh.S413470

[12]. Wu, -. T., He, -. S., Liu, -. J., Sun, -. S., Liu, -. K., Han, -. Q.-L., & Tang, -. Y. (2023). - A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development %J - IEEE/CAA Journal of Automatica Sinica. - 10(- 5), - 1122. doi:- 10.1109/jas.2023.123618