What is Generative AI (GenAI)?
Generative AI (GenAI) is a type of artificial intelligence that can create new content. This content can be text, images, audio, video, or even code. Unlike traditional AI that only analyzes or predicts, GenAI *generates* something new. It learns from existing data and then uses that knowledge to produce original outputs. GenAI uses machine learning models, often based on neural networks, to understand patterns and relationships in the data. This allows it to create content that is similar to, but not exactly the same as, the data it was trained on. The purpose of GenAI is to automate content creation, personalize experiences, and solve problems in creative ways. It's used in many fields, from art and entertainment to healthcare and finance. Key models include GANs, VAEs, and Transformers.