Generative AI

Generative AI employs foundation models (e.g., Large Language Models) to create novel, complex content—text, images, code, and audio—from simple user prompts.

Generative AI is a deep learning paradigm focused on *creating* new output, not just classifying data. Key models like OpenAI's GPT-4 and Stability AI's Stable Diffusion leverage massive datasets (trillions of parameters) to identify complex patterns. This enables them to generate high-quality, original content: from drafting software code and summarizing 50-page reports to producing photorealistic images in seconds. It fundamentally shifts the human-computer interaction model from command-based to prompt-based creation, driving immediate, high-impact productivity gains across all industries.

https://www.ibm.com/topics/generative-ai