Posts

Showing posts from June, 2024

Generative AI

Image
There has been a lot of buzz going around Generative AI. But what is this so-called Generative AI, and Have you ever wondered why is there a lot of buzz around it?  As we know Generative AI generates content. Generative AI will not just capture data from some web page. It will create its own content according to the prompt it got.  The data it creates can be in any form, it can be text, audio, video, images, etc. Generative AI was introduced long back in chatbots, but it was stateless (will not remember previous conversation). But later with the help of Transformers, Generative Adversarial Networks (GANS), etc, it was developed into an extent where it can remember previous conversation and generate data accordingly in any format. Generally GAN's are used to generate images. Generative AI lacks cognitive thinking, it only gives us the content according to the data it has been trained on. To generate the text we use LLM's (Large Language Models), which are nothing but transforme...