Generative Artificial Intelligence: Fundamentals and Evolution

Generative Artificial Intelligence is derived from artificial intelligence, and it is a subset of deep learning that simulates the human brain, and machine learning. This chapter aims to cover the basics of Generative AI and its evolution, including core principles and developments. It deals with the basics of Generative AI, enabling intelligent systems to create new data that closely resembles the original data, including images, videos, text, and even music. Through the utilization of advanced algorithms and deep learning methodologies, generative AI models have been able to assimilate existing data and produce realistic and innovative outputs that imitate human creativity. This chapter also covers the challenges and constraints faced in generative AI, along with prospects and opportunities in the field.