Generative AI, short for Generative Artificial Intelligence, refers to a subset of artificial intelligence that focuses on creating or generating new data, content, or information that is similar to what a human might produce. This type of AI is primarily concerned with the generation of text, images, audio, or other forms of data. Generative AI models are designed to understand and replicate patterns and structures found in existing data, allowing them to create new content that is coherent and often indistinguishable from human-created content.
Generative AI is a kind of AI that can make new things like text, images, or audio. It learns from existing data and uses that knowledge to create new data that is similar to the original.
There are different types of AI models, each with strengths and weaknesses. The most common types of generative AI models are:
GANs are a kind of AI model called generative networks. They have two neural networks that compete with each other. There are two networks: the generator makes new data, and the discriminator tells if the data is real or fake. GANs are commonly used to make realistic pictures, but they can also make other things like text and audio.
Variational autoencoders (VAEs) are a kind of AI model that uses a hidden space to represent data. The latent space is a smaller space that shows the important parts of the data. VAEs can create new data by sampling from the latent space.
Diffusion models are AI models that remove noise from a blurry image to make it clear. Diffusion models are commonly used to create realistic images. They can also generate other types of data like text and audio.
AI that generates things can be used in many different ways. For instance, it can be used to:
Make pictures, videos, and sounds that look and sound real. Use them in movies, video games, and other media.
Create realistic training data for AI models.
Make new types of art and music.
Customise content for each user.
Create lifelike simulations for training and research purposes.
AI that creates things is growing quickly, and people keep finding new ways to use it. As AI models get better, they will greatly affect many parts of our lives.
Dear Anis Hamza ,
Generative AI is a type of artificial intelligence technology that can produce various types of content.
https://www.techtarget.com/searchenterpriseai/definition/generative-AI
Regards,
Shafagat
its a subset of AI techniques and models that are designed to generate data or ideas such asIt is human-like content
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