Challenges in Large Language Model Development and AI Ethics

Challenges in Large Language Model Development and AI Ethics
Author :
Publisher : IGI Global
Total Pages : 521
Release :
ISBN-10 : 9798369338612
ISBN-13 :
Rating : 4/5 (12 Downloads)

Book Synopsis Challenges in Large Language Model Development and AI Ethics by : Gupta, Brij

Download or read book Challenges in Large Language Model Development and AI Ethics written by Gupta, Brij and published by IGI Global. This book was released on 2024-08-15 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of large language models has resulted in artificial intelligence advancements promising transformations and benefits across various industries and sectors. However, this progress is not without its challenges. The scale and complexity of these models pose significant technical hurdles, including issues related to bias, transparency, and data privacy. As these models integrate into decision-making processes, ethical concerns about their societal impact, such as potential job displacement or harmful stereotype reinforcement, become more urgent. Addressing these challenges requires a collaborative effort from business owners, computer engineers, policymakers, and sociologists. Fostering effective research for solutions to address AI ethical challenges may ensure that large language model developments benefit society in a positive way. Challenges in Large Language Model Development and AI Ethics addresses complex ethical dilemmas and challenges of the development of large language models and artificial intelligence. It analyzes ethical considerations involved in the design and implementation of large language models, while exploring aspects like bias, accountability, privacy, and social impacts. This book covers topics such as law and policy, model architecture, and machine learning, and is a useful resource for computer engineers, sociologists, policymakers, business owners, academicians, researchers, and scientists.


Challenges in Large Language Model Development and AI Ethics Related Books

Challenges in Large Language Model Development and AI Ethics
Language: en
Pages: 521
Authors: Gupta, Brij
Categories: Computers
Type: BOOK - Published: 2024-08-15 - Publisher: IGI Global

DOWNLOAD EBOOK

The development of large language models has resulted in artificial intelligence advancements promising transformations and benefits across various industries a
Artificial Intelligence in Healthcare
Language: en
Pages: 385
Authors: Adam Bohr
Categories: Computers
Type: BOOK - Published: 2020-06-21 - Publisher: Academic Press

DOWNLOAD EBOOK

Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of heal
Artificial Intelligence in Behavioral and Mental Health Care
Language: en
Pages: 309
Authors: David D. Luxton
Categories: Psychology
Type: BOOK - Published: 2015-09-10 - Publisher: Academic Press

DOWNLOAD EBOOK

Artificial Intelligence in Behavioral and Mental Health Care summarizes recent advances in artificial intelligence as it applies to mental health clinical pract
Generative AI and LLMs
Language: en
Pages: 290
Authors: S. Balasubramaniam
Categories: Computers
Type: BOOK - Published: 2024-09-23 - Publisher: Walter de Gruyter GmbH & Co KG

DOWNLOAD EBOOK

Generative artificial intelligence (GAI) and large language models (LLM) are machine learning algorithms that operate in an unsupervised or semi-supervised mann
Artificial Intelligence for a Better Future
Language: en
Pages: 128
Authors: Bernd Carsten Stahl
Categories: Computers
Type: BOOK - Published: 2021-03-17 - Publisher: Springer Nature

DOWNLOAD EBOOK

This open access book proposes a novel approach to Artificial Intelligence (AI) ethics. AI offers many advantages: better and faster medical diagnoses, improved