Generative AI: Understanding Its Models and Applications

Generative AI is revolutionizing the way technology interacts with humans. This branch of artificial intelligence focuses on generating new data, whether it be text, images, music, or even videos. By leveraging machine learning models , natural language processing , and deep learning , Generative AI can create content that mimics human creativity. This article explores the types of generative AI models , their functionalities, and their applications in various industries. Understanding Generative AI Models At the core of Generative AI are advanced machine learning models trained on massive datasets to recognize patterns and generate new content. Below are the most widely used models: 1. Generative Adversarial Networks (GANs) GANs consist of two neural networks—the generator and the discriminator—that work together to create realistic data. They are widely used in generating high-quality images, deepfake videos, and even synthetic voices. GenAI Training 2. Variational Aut...