GenAI (Generative AI)

Generative AI models learn patterns and relationships from large datasets and use that knowledge to generate new outputs in response to user inputs or prompts. Technologies such as large language models, diffusion models, and generative adversarial networks can power GenAI applications. Unlike traditional AI systems focused primarily on classification or prediction, GenAI is designed to produce new content.

GenAI enables organizations to automate and augment a wide range of creative and knowledge-based tasks. However, its adoption also introduces risks such as sensitive data exposure, hallucinations, prompt injection, harmful content, and misuse, making appropriate security and governance controls important.