Generative AI refers to artificial intelligence systems designed to generate new data, such as text, images, audio, or video, based on existing examples or patterns. The main goal of generative AI is to learn the underlying distributions and patterns in a given data set and then use this information to generate new, similar, but previously unseen data. This technology is used in a wide range of applications, from creative arts to scientific research and marketing. Generative AI employs powerful generative ML models (e.g. transformers, diffusion models, generative adversarial networks, variational autoencoders, etc). Generative ML models learn to model the underlying probability distribution of the training data and generate new samples from it.
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About Symmetry Systems
Symmetry Systems is the Data+AI Security Company. We safeguard data at scale, detect threats, ensure compliance & reduce AI risks, so you can Innovate with Confidence. Our Data Security Posture Management platform is engineered specifically to address modern data security and privacy challenges at scale from the data out, providing organizations the ability to innovate with confidence. With total visibility into what data you have, where it lives, who can access it, and how it’s being used, Symmetry safeguards your organization’s data from misuse, insider threats, and cybercriminals, as well as unintended exposure of sensitive IP and personal information through use of generative AI technologies.