Generative AI Shaping the Future of Intelligence is a comprehensive academic and reference text that explores the theoretical foundations, architectures, methodologies, and real-world applications of generative artificial intelligence. The book provides a structured progression from the evolution of traditional artificial intelligence to advanced generative paradigms, emphasizing the shift from rule-based and discriminative systems to probabilistic, data-driven content generation models. It covers core concepts including machine learning fundamentals, neural networks, autoencoders, generative adversarial networks (GANs), diffusion models, and transformer-based architectures. The text further extends to multimodal generative systems, highlighting the integration of text, image, audio, and video generation within unified frameworks. In addition to technical depth, the book addresses critical aspects such as ethical considerations, safety mechanisms, bias, governance, and societal implications of generative AI. It examines applications across domains including education, healthcare, business, creative industries, and scientific research, demonstrating the transformative impact of generative technologies on modern society. Designed for students, researchers, academicians, and professionals, the book combines conceptual explanations with practical insights and emerging trends. It aims to equip readers with both foundational knowledge and advanced understanding necessary to engage with the evolving landscape of intelligent generative systems and their future directions.
About the Authors’
Dr. T. Srilekha is an Associate Professor in the Department of Computer Science and Engineering (CSE) at Vaagdevi Engineering College, Warangal, with over 5 years of academic experience. She holds a Ph.D. in Cloud computing and has submitted her Ph.D. thesis at Annamalai University, Chidambaram, Chennai. Her research interests include Cloud computing, IOT and Artificial Intelligence. She has published extensively in reputed international journals and IEEE conferences, holds an Indian patent design to AI-DATA LABELLING ASSISTANT DEVICE. And has authored a book REACTIVE BLOCKCHAIN MODEL AND CRYPTOGRAPHIC TECHNIQUES TO SECURE THE CLOUD STORAGE SYSTEM in KINDLE E-BOOK, Dr.T. Srilekha is an active research proposal contributor, and has served as Session Chair and Coordinator for IEEE international conferences, reflecting her strong academic leadership and research excellence.
Dr. Srilatha Komakula is an Associate Professor in the Department of Computer Science and Engineering (MCA) at Vaagdevi Engineering College, Warangal, with over 14 years of academic experience. She holds a Ph.D. in Cyber Security and is TS-SET qualified, with strong research specialization in AI-driven fraud detection and cybersecurity systems. She has published extensively in reputed international journals and IEEE conferences, holds an Indian patent in IoT-based intelligent security solutions, and has authored a book chapter aligned with NEP-2024. Dr. Srilatha is an Oracle Certified PL/SQL Developer, an active research proposal contributor, and has served as Session Chair and Coordinator for IEEE international conferences, reflecting her strong academic leadership and research excellence.
Dr. G. Sathish Kumar is an Assistant Professor in the Department of Information Technology at Kakatiya Institute of Technology & Science, Warangal. He holds Ph.D. Degree in Computer Science, M.Tech. degree in CSE, and MCA from Bharathiyar University. He has submitted Research Project sponsored by UGC in 2017.Received Best Researcher Award Elsevier SSRN in 2021.His research interests include Cloud computing and Networks security. He holds 2 Indian Patents and he has published 14+ research papers and 02 book chapters. He has authored books on Deep Learning and Cloud Computing. He has completed 02 ATAL FDPs.
Mrs. J. Lavanya is an Assistant Professor in the Department of Computer Science and Engineering (AI/ML) at Vaagdevi Engineering college Warangal, with over 2 Years of academic experience. She did her MTech and B. tech as Integrated Dual Degree 5 years course at IIT Varanasi in 2012.
