Generative AI and Its Related Components
Diep Ngoc Nguyen, Duc‐Ly Vu, Quang Nguyen, Dinh Thai Hoang · 2025
Generative AI is defined as class of AI models used to create data that is similar to the data in our real world. Specifically, Generative AI models can create data in forms like text, images, audio, videos, 3D models, ect. Since the booming of ChatGPT in 2023, generative AI has received a paramount interest from the community. It is believed that generative AI will be the most influential AI technologies in the next decade. The reinvention of Generative AI is mainly thanks to the development and advancement of deep learning, a class of multiple-layer neural networks that are specifically designed and trained to solve many complex problems. In this chapter, we will discuss different components of deep learning and generative AI. This chapter is the foundation for the next chapters in the book.