What is Generative AI? A Simple Guide for Beginners :
📖 Understanding the Basics of Generative AI Generative AI refers to a class of artificial intelligence systems designed to create new content , such as text, images, music, and videos. Unlike traditional AI—which primarily analyzes existing data—generative AI learns patterns from data and generates original, creative outputs based on those patterns. At its core, generative AI aims to mimic human creativity , producing outputs that are both realistic and contextually appropriate . 🔑 Key Technologies Behind Generative AI Generative AI is powered by several advanced technologies, including: Deep Learning and Neural Networks : Enable machines to understand complex patterns within vast datasets. Generative Adversarial Networks (GANs) : Comprise two neural networks: Generator : Creates new data instances. Discriminator : Evaluates and improves the generated data. Variational Autoencoders (VAEs) : Efficiently generate new data points similar to the trainin...