chapter ten

10 GAN, Generative AI & ChatGPT

 
“Reality is created by mind. We can change our reality by changing our mind”

– Plato.

This chapter covers

  • Generative Adversarial Networks
  • Generative AI
  • ChatGPT, BERT

In the last chapter, we discussed auto-encoders. We are now moving to the one of the most revolutionary technical advancements in the recent times. You might have heard the terms Generative Adversarial Networks (GAN), Generative AI, Chat-GPT, and heard of their usages in the news. It is certainly a game-changer for the industry. In this penultimate chapter of the book, we are going to discuss about GenAI, GAN and Chat-GPT.

Welcome to the tenth chapter and all the very best!

First, let’s discuss a bit about the evolution of artificial intelligence (AI).

10.1 Artificial Intelligence – a transformation

Artificial Intelligence is a transformative field in computer science. It aims to create machines and solutions which can mimic human intelligence. AI has indeed come a long way since its birth and is changing our lives in multiple ways.

10.2 Generative AI and its significance

10.3 Discriminative models and Generative AI

10.4 Generative Adversarial Networks

10.4.1 The Generator Network

10.4.2 The Discriminator Network

10.4.3 Adversarial Training

10.4.4 Variants and applications of GANs

10.4.5 BERT, GPT-3 and others

10.5 ChatGPT and its details

10.6 Integration of GenAI

10.7 Closing thoughts

10.8 Summary