Generative AI
(GenAI)
A subset of AI technologies and models that can generate new content, including
text, images, and videos, based on the data they have been trained on.
Definition
Generative AI is a subset of artificial intelligence that focuses on creating new content, such as images, text, and videos, based on patterns in existing data.
Explain Like I'm 5
Think of Generative AI like a magic paintbrush that can make new pictures by looking at lots of other pictures and learning how to create its own.
Visualization
(Insert image or diagram here)
Digging Deeper
Generative AI uses techniques like Generative Adversarial Networks (GANs) to generate content that closely resembles real data. These models consist of two networks - a generator that creates new content and a discriminator that evaluates the generated content against real examples to improve the generator's output. Applications of Generative AI range from creating deepfake videos to generating artwork and even designing virtual fashion items.
Applications
- Image Generation: Using Generative AI to create new and realistic images, such as in the fashion industry for designing clothes virtually.
- Text Generation: Generating new text content, like news articles or creative writing, using Generative AI models like GPT-3.
- Video Synthesis: Creating realistic videos from scratch or altering existing videos using Generative AI techniques.
Learn More:
Related Terms: