Chapter 3 – Generative AI Architecture Fundamentals

In the previous chapter, you gained an understanding of various use cases of Generative AI and how to begin learning GenAI models to apply in your daily life. You learned that generative AI foundation models can create new, original content by learning from patterns in data, opening doors to creative applications and practical solutions across industries, from entertainment to healthcare.

Let's explore the fundamentals of generative AI architecture and what happens behind the scenes to make these GenAI foundation models work like magic. Understanding GenAI architecture is essential for anyone working in AI-driven fields. It is a rapidly evolving technology that underpins advancements in areas like image synthesis, text generation, and even scientific discoveries. This chapter provides a foundation for grasping generative AI's core principles and architectures, enabling you to develop and evaluate models that generate...