10 Generative adversarial networks, generative AI, and ChatGPT

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

In the last chapter, we discussed autoencoders. We now move to the some of the most revolutionary technical advancements in recent times. You have probably heard the terms generative adversarial networks (GANs), generative AI (GenAI), and ChatGPT in the news. These are certainly game-changers for the industry. In this penultimate chapter of the book, we discuss these innovations. Welcome to the tenth chapter, and all the very best!

10.1 AI: A transformation

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

10.2 GenAI and its significance

10.3 Discriminative models and GenAI

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

10.5.1 Key features of ChatGPT

10.5.2 Applications of ChatGPT

10.6 Integration of GenAI

10.7 Concluding thoughts

10.8 Practical next steps and suggested readings

Summary