This paper delves into the realm of ChatGPT,an AI-powered chatbot that utilizes topic modeling and reinforcement learning to generate natural responses.Although ChatGPT holds immense promise across various industries,...This paper delves into the realm of ChatGPT,an AI-powered chatbot that utilizes topic modeling and reinforcement learning to generate natural responses.Although ChatGPT holds immense promise across various industries,such as customer service,education,mental health treatment,personal productivity,and content creation,it is essential to address its security,privacy,and ethical implications.By exploring the upgrade path from GPT-1 to GPT-4,discussing the model's features,limitations,and potential applications,this study aims to shed light on the potential risks of integrating ChatGPT into our daily lives.Focusing on security,privacy,and ethics issues,we highlight the challenges these concerns pose for widespread adoption.Finally,we analyze the open problems in these areas,calling for concerted efforts to ensure the development of secure and ethically sound large language models.展开更多
Artificial intelligence(AI)is a field of computer science dedicated to creating systems and algorithms that can perform tasks typically requiring human intelligence,such as learning,problem-solving,language understand...Artificial intelligence(AI)is a field of computer science dedicated to creating systems and algorithms that can perform tasks typically requiring human intelligence,such as learning,problem-solving,language understanding,and decision-making,contributing to a wide array of applications across diverse industries.The development of AI,such as machine learning and deep learning,has revolutionized data processing and analysis.This transformation is rapidly changing human life and has allowed for many practical AI based applications,including biometric recognition,text/sentimental analysis,and attack detection in the fields of health care,finance,autonomous vehicles,personalized recommendations.However,the potential benefits of AI are hindered by issues,such as insecurity and privacy violations in data processing and communication.展开更多
文摘This paper delves into the realm of ChatGPT,an AI-powered chatbot that utilizes topic modeling and reinforcement learning to generate natural responses.Although ChatGPT holds immense promise across various industries,such as customer service,education,mental health treatment,personal productivity,and content creation,it is essential to address its security,privacy,and ethical implications.By exploring the upgrade path from GPT-1 to GPT-4,discussing the model's features,limitations,and potential applications,this study aims to shed light on the potential risks of integrating ChatGPT into our daily lives.Focusing on security,privacy,and ethics issues,we highlight the challenges these concerns pose for widespread adoption.Finally,we analyze the open problems in these areas,calling for concerted efforts to ensure the development of secure and ethically sound large language models.
基金National Natural Science Foundation of China(U22B2030)Key Research and Development Program of Shaanxi Province(2023-ZDLGY-35).
文摘Artificial intelligence(AI)is a field of computer science dedicated to creating systems and algorithms that can perform tasks typically requiring human intelligence,such as learning,problem-solving,language understanding,and decision-making,contributing to a wide array of applications across diverse industries.The development of AI,such as machine learning and deep learning,has revolutionized data processing and analysis.This transformation is rapidly changing human life and has allowed for many practical AI based applications,including biometric recognition,text/sentimental analysis,and attack detection in the fields of health care,finance,autonomous vehicles,personalized recommendations.However,the potential benefits of AI are hindered by issues,such as insecurity and privacy violations in data processing and communication.
