Challenges in Large Language Model Development and AI Ethics

Challenges in Large Language Model Development and AI Ethics

Brij Gupta
Pages: 300
DOI: 10.4018/979-8-3693-3860-5
ISBN13: 9798369338605|ISBN13 Softcover: 9798369351031|EISBN13: 9798369338612
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Description & Coverage
Description:

This book is an authoritative publication that tackles the complex ethical dilemmas and challenges arising from the development and deployment of large language models in artificial intelligence. This book provides an in-depth analysis of the ethical considerations involved in the design, training, and implementation of these models. It explores a range of issues, including bias and fairness, transparency, accountability, privacy concerns, and the broader societal impact of AI language technologies. The publication aims to bridge the gap between technological advancements and ethical practices, offering a comprehensive view of how large language models can be developed responsibly.

This publication is poised to make a significant impact within the research community. It serves as a critical resource for understanding the ethical dimensions of AI, particularly in the context of large language models. The book will stimulate ethical discourse and research, encouraging a deeper examination of the responsibilities of AI developers and researchers. It will also contribute to the development of ethical guidelines and standards for AI, fostering a culture of responsible AI development. By highlighting real-world case studies and theoretical dilemmas, the book will enhance the understanding of ethical complexities in AI, influencing future research directions and policy formulations.

This book is intended for a diverse audience. AI researchers and developers will find it invaluable for incorporating ethical considerations into their work. Ethicists and policy makers will gain a deeper understanding of the challenges in regulating and guiding AI development. Students and educators in computer science and ethics can use the book as a comprehensive resource on AI ethics. Additionally, it is also aimed at industry professionals and tech enthusiasts who are interested in the societal impact of AI technologies. This publication is essential for anyone involved in the field of AI who seeks to balance technological innovation with ethical responsibility.

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Editor/Author Biographies
B. B. Gupta received PhD degree from Indian Institute of Technology Roorkee, India in the area of Information and Cyber Security. In 2009, he was selected for Canadian Commonwealth Scholarship and awarded by Government of Canada Award. He spent more than six months in University of Saskatchewan (UofS), Canada. He has published more than 250 research papers in International Journals and Conferences of high repute including IEEE, Elsevier, ACM, Springer, Inderscience, etc. He has visited several countries, i.e. Canada, Japan, USA, UK, Thailand, China, Malaysia, Spain, Italy, Australia, Hong-Kong, etc to present his research work. His biography was selected and published in the 30th Edition of Marquis Who's Who in the World, 2012. Dr, Gupta received International travel grant award from various organizations i.e. Microsoft Research (MSR) India, ACM Special Interest Group on Data Communication (SIGCOMM) ($525), DST, Govt. of India (Young Scientist travel grant award), CSIR, IITR-heritage fund to attend various conferences and present his research work worldwide. He is also serving many journals as editorial board member and as member, international advisory board. Moreover, he is serving as reviewer for Journals of IEEE, Springer, Wiley, Taylor & Francis, etc. Dr Gupta is senior member of IEEE, member ACM, The Society of Digital Information and Wireless Communications (SDIWC), Internet Society, Institute of Nanotechnology, Life Member, International Association of Engineers (IAENG), Life Member, International Association of Computer Science and Information Technology (IACSIT). He also worked as a post doctoral research fellow in UNB, Canada. He was also visiting researcher with Yamaguchi University, Japan in 2015 and with Guangzhou University, China in 2016, respectively. At present, Dr. Gupta is working as Assistant Professor in the Department of Computer Engineering, National Institute of Technology Kurukshetra (Institute of National Importance), India. His research interest includes Information security, Cyber Security, Mobile/Smartphone, Cloud Computing, Web security, Intrusion detection, Computer networks and Phishing.
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