How will ChatGPT affect several business sectors in the future? : a perspective from the education sector

Bibliographic Details
Main Author: Lopes, Leonor de Sousa e
Publication Date: 2024
Format: Master thesis
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.14/47627
Summary: ChatGPT is a chatbot developed by OpenAI and launched in November 2022, based on Artificial Intelligence that utilizes the technique of pre-trained generative transformer to provide contextual responses in natural language. This chatbot is built on the "Generative Pre-Trained Transformer" architecture, enabling training a deep network of data from a variety of texts found on the internet. Thus, this model can learn the structures and patterns of human language through this pre-training. ChatGPT is designed to construct natural and relevant conversations, setting it apart from more traditional chatbots. Based on the requests it receives, it can generate responses that are relatively human-like. Furthermore, OpenAI modified ChatGPT using an approach known as "Reinforcement Learning from Human Feedback". This involves training the model with human feedback to enhance its performance and produce significantly more accurate and relevant responses. This study examines the role of ChatGPT, an advanced language model, in the educational sector. It begins with a comprehensive literature review on the use of Artificial Intelligence in education, emphasizing some areas where the chatbot has proven to be effective. These areas include creating educational content, addressing student queries, and even generating assessment material for teachers. Additionally, it analyzes how educators and students utilize ChatGPT, highlighting successes and potential issues. This thesis also discusses ethical issues related to the use of ChatGPT in education, encompassing privacy and reliability concerns and how they may impact student motivation, critical thinking, and learning. In conclusion, ethical and adaptive educational policies are crucial to guide the responsible use of ChatGPT and other technologies in an ever-changing educational environment. The findings contribute to the ongoing discourse about the responsible integration of Artificial Intelligence into educational practices.
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spelling How will ChatGPT affect several business sectors in the future? : a perspective from the education sectorArtificial intelligenceEducationEthicsLearningInteligência artificialEducaçãoÉticaAprendizagemChatGPT is a chatbot developed by OpenAI and launched in November 2022, based on Artificial Intelligence that utilizes the technique of pre-trained generative transformer to provide contextual responses in natural language. This chatbot is built on the "Generative Pre-Trained Transformer" architecture, enabling training a deep network of data from a variety of texts found on the internet. Thus, this model can learn the structures and patterns of human language through this pre-training. ChatGPT is designed to construct natural and relevant conversations, setting it apart from more traditional chatbots. Based on the requests it receives, it can generate responses that are relatively human-like. Furthermore, OpenAI modified ChatGPT using an approach known as "Reinforcement Learning from Human Feedback". This involves training the model with human feedback to enhance its performance and produce significantly more accurate and relevant responses. This study examines the role of ChatGPT, an advanced language model, in the educational sector. It begins with a comprehensive literature review on the use of Artificial Intelligence in education, emphasizing some areas where the chatbot has proven to be effective. These areas include creating educational content, addressing student queries, and even generating assessment material for teachers. Additionally, it analyzes how educators and students utilize ChatGPT, highlighting successes and potential issues. This thesis also discusses ethical issues related to the use of ChatGPT in education, encompassing privacy and reliability concerns and how they may impact student motivation, critical thinking, and learning. In conclusion, ethical and adaptive educational policies are crucial to guide the responsible use of ChatGPT and other technologies in an ever-changing educational environment. The findings contribute to the ongoing discourse about the responsible integration of Artificial Intelligence into educational practices.Teymourifar, AydinVeritatiLopes, Leonor de Sousa e2024-07-122024-042025-12-01T00:00:00Z2024-07-12T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.14/47627urn:tid:203747003enginfo:eu-repo/semantics/embargoedAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-03-13T12:51:22Zoai:repositorio.ucp.pt:10400.14/47627Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T01:52:03.456332Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv How will ChatGPT affect several business sectors in the future? : a perspective from the education sector
title How will ChatGPT affect several business sectors in the future? : a perspective from the education sector
spellingShingle How will ChatGPT affect several business sectors in the future? : a perspective from the education sector
Lopes, Leonor de Sousa e
Artificial intelligence
Education
Ethics
Learning
Inteligência artificial
Educação
Ética
Aprendizagem
title_short How will ChatGPT affect several business sectors in the future? : a perspective from the education sector
title_full How will ChatGPT affect several business sectors in the future? : a perspective from the education sector
title_fullStr How will ChatGPT affect several business sectors in the future? : a perspective from the education sector
title_full_unstemmed How will ChatGPT affect several business sectors in the future? : a perspective from the education sector
title_sort How will ChatGPT affect several business sectors in the future? : a perspective from the education sector
author Lopes, Leonor de Sousa e
author_facet Lopes, Leonor de Sousa e
author_role author
dc.contributor.none.fl_str_mv Teymourifar, Aydin
Veritati
dc.contributor.author.fl_str_mv Lopes, Leonor de Sousa e
dc.subject.por.fl_str_mv Artificial intelligence
Education
Ethics
Learning
Inteligência artificial
Educação
Ética
Aprendizagem
topic Artificial intelligence
Education
Ethics
Learning
Inteligência artificial
Educação
Ética
Aprendizagem
description ChatGPT is a chatbot developed by OpenAI and launched in November 2022, based on Artificial Intelligence that utilizes the technique of pre-trained generative transformer to provide contextual responses in natural language. This chatbot is built on the "Generative Pre-Trained Transformer" architecture, enabling training a deep network of data from a variety of texts found on the internet. Thus, this model can learn the structures and patterns of human language through this pre-training. ChatGPT is designed to construct natural and relevant conversations, setting it apart from more traditional chatbots. Based on the requests it receives, it can generate responses that are relatively human-like. Furthermore, OpenAI modified ChatGPT using an approach known as "Reinforcement Learning from Human Feedback". This involves training the model with human feedback to enhance its performance and produce significantly more accurate and relevant responses. This study examines the role of ChatGPT, an advanced language model, in the educational sector. It begins with a comprehensive literature review on the use of Artificial Intelligence in education, emphasizing some areas where the chatbot has proven to be effective. These areas include creating educational content, addressing student queries, and even generating assessment material for teachers. Additionally, it analyzes how educators and students utilize ChatGPT, highlighting successes and potential issues. This thesis also discusses ethical issues related to the use of ChatGPT in education, encompassing privacy and reliability concerns and how they may impact student motivation, critical thinking, and learning. In conclusion, ethical and adaptive educational policies are crucial to guide the responsible use of ChatGPT and other technologies in an ever-changing educational environment. The findings contribute to the ongoing discourse about the responsible integration of Artificial Intelligence into educational practices.
publishDate 2024
dc.date.none.fl_str_mv 2024-07-12
2024-04
2024-07-12T00:00:00Z
2025-12-01T00:00:00Z
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