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Generative systems are technologies with the overall capacity to produce unprompted change driven by large, varied, and uncoordinated audiences. [1] When generative systems provide a common platform, changes may occur at varying layers (physical, network, application, content) and provide a means through which different firms and individuals may cooperate indirectly and contribute to innovation.
Generative artificial intelligence (generative AI, GenAI, [1] or GAI) is a subset of artificial intelligence that uses generative models to produce text, images, videos, or other forms of data. [ 2 ] [ 3 ] [ 4 ] These models learn the underlying patterns and structures of their training data and use them to produce new data [ 5 ] [ 6 ] based on ...
Generative music, music that is ever-different and changing, and that is created by a system Mathematics and science Generative anthropology , a field of study based on the theory that history of human culture is a genetic or "generative" development stemming from the development of language
Sonia Landy Sheridan (April 10, 1925 – October 30, 2021), [1] known as Sonia Sheridan, was an American artist, academic and researcher, who in 1969 founded the Generative Systems research program at the School of the Art Institute of Chicago. [2]
Generative design is an iterative design process that uses software to generate outputs that fulfill a set of constraints iteratively adjusted by a designer. Whether a human, test program, or artificial intelligence , the designer algorithmically or manually refines the feasible region of the program's inputs and outputs with each iteration to ...
Retrieval-Augmented Generation (RAG) is a technique that grants generative artificial intelligence models information retrieval capabilities. It modifies interactions with a large language model (LLM) so that the model responds to user queries with reference to a specified set of documents, using this information to augment information drawn from its own vast, static training data.
Generative science is an area of research that explores the natural world and its complex behaviours. It explores ways "to generate apparently unanticipated and infinite behaviour based on deterministic and finite rules and parameters reproducing or resembling the behavior of natural and social phenomena". [ 1 ]
Text-to-image models captured widespread public attention when OpenAI announced DALL-E, a transformer system, in January 2021. [30] A successor capable of generating complex and realistic images, DALL-E 2, was unveiled in April 2022. [31] An alternative text-to-image model, Midjourney, was released in July 2022. [32]