Generative AI

" ... The term “generative AI” means the class of AI models that emulate the structure and characteristics of input data in order to generate derived synthetic content. This can include images, videos, audio, text, and other digital content."

" ... "Generative artificial intelligence" means an automated computing system that, when prompted with human prompts, descriptions, or queries, can produce outputs that simulate human-produced content, including, but not limited to, the following: (1) textual outputs, such as short answers, essays, poetry, or longer compositions or answers; (2) image outputs, such as fine art, photographs, conceptual art, diagrams, and other images; (3) multimedia outputs, such as audio or video in the form of compositions, songs, or short-form or long-form audio or video; and (4) other content that would be otherwise produced by human means."

" ... "Generative artificial intelligence" means an automated computing system that, when prompted with human prompts, descriptions, or queries, can produce outputs that simulate human-produced content, including, but not limited to, the following: (1) textual outputs, such as short answers, essays, poetry, or longer compositions or answers; (2) image outputs, such as fine art, photographs, conceptual art, diagrams, and other images; (3) multimedia outputs, such as audio or video in the form of compositions, songs, or short-form or long-form audio or video; and (4) other content that would be otherwise produced by human means."

" ... "GENERATIVE ARTIFICIAL INTELLIGENCE" OR "GENERATIVE AI" MEANS AN ARTIFICIAL INTELLIGENCE SYSTEM CAPABLE OF GENERATING NOVEL IMAGE, VIDEO, AUDIO, MULTIMEDIA, OR TEXT CONTENT BASED ON PROMPTS OR OTHER FORMS OF DATA PROVIDED BY A PERSON."

" ... Generative AI (Gen AI): refers to a group of technologies that can generate new content based on a user provided prompt."

" ... Generative AI refers to new software tools that can produce realistic text, images, audio, video, and other media based on a prompt provided by the user."

" ... Generative Artificial Intelligence, commonly referred to as “Generative AI” or “GenAI”, is an “automated system” used to generate “content”. An "automated system" is any system, software, or process that uses computation as part of a system to generate outputs, outcomes, make or aid decisions, inform policy implementation, collect data or observations, or otherwise interact with individuals and/or communities. “Content” includes text, emails, presentations, images, video, audio, architectural documents, diagrams, and other forms of media."

" ... The term “generative artificial intelligence applications” means the class of artificial intelligence models that emulate the structure and characteristics of input data in order to generate derived synthetic content, including images, videos, audio, text, and other digital content."

" ... For the purposes of this definition, "generative artificial intelligence system" means an automated computing system that, when prompted with human prompts, descriptions, or queries, can produce outputs that simulate human-produced content, including, but not limited to: (1) textual outputs, such as short answers, essays, poetry, or longer compositions or answers; (2) image outputs, such as fine art, photographs, conceptual art, diagrams, and other images; (3) multimedia outputs, such as audio or video in the form of compositions, songs, or short-form or long-form audio or video; and (4) other content that would otherwise be produced by human means."

" ... The term “generative artificial intelligence system” means any system that uses artificial intelligence (as defined in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019) to generate or substantially modify image, video, audio, multimedia, or text content."

" ... The term ‘generative artificial intelligence’ means artificial intelligence technology that uses machine learning (including deep-learning models, natural language processing, or other computational processing techniques of similar or greater complexity) to generate text, images, audio, video, or other media."

" ... The term ‘generative artificial intelligence’ means artificial intelligence technology that uses machine learning (including deep-learning models, natural language processing, or other computational processing techniques of similar or greater complexity) to generate text, images, audio, video, or other media."

" ... The term “generative artificial intelligence” means the class of artificial intelligence models that utilize the structure and characteristics of input data in order to generate outputs in the form of derived synthetic content. Such derived synthetic content can include images, videos, audio, text, software, code, and other digital content."

" ... The term ‘generative artificial intelligence’ means an artificial intelligence system that is capable of generating novel text, video, images, audio, and other media based on prompts or other forms of data provided by a user."

" ... The term “generative artificial intelligence” means artificial intelligence that, in response to a prompt, uses data to produce text, media, computer code, or other content."

" ... The term “generative artificial intelligence” means the class of models and algorithms that use deep learning algorithms or other statistical techniques to generate new data that has similar characteristics and properties to the data with respect to which such models and algorithms have been trained, including any form of digital content."

" ... "Generative artificial intelligence" means artificial intelligence models that can emulate the structure and characteristics of input data in order to generate derived synthetic content. This can include images, videos, audio, text, and other digital content."

" ... "Generative AI" is AI that can generate text, images, or other media in response to prompts."

" ... "Generative AI" is AI that can generate text, images, or other media in response to prompts."

" ... "Generative artificial intelligence" means an artificial intelligence system that is capable of creating new content or data, including text, images, audio, or video, when prompted by an individual; ... "

" ... Generative AI means the class of AI models that emulate the structure and characteristics of input data in order to generate derived synthetic content. This can include images, videos, audio, text, and other digital content."

" ... As used in this section, the term "generative artificial intelligence" means a machine-based system that can, for a given set of human-defined objectives, emulate the structure and characteristics of input data in order to generate derived synthetic content including images, videos, audio, text, and other digital content."

" ... "Generative artificial intelligence" means an artificial system that: (i) is trained on data; (ii) interacts with a person using text, audio, or visual communication; and (iii) generates non-scripted outputs similar to outputs created by a human, with limited or no human oversight."

" ... Generative AI – A type of AI that uses machine learning to generate new outputs based on training data. Generative AI algorithms can produce brand new content in the form of images, text, audio, code, or synthetic data."

" ... “Generative AI Technology” is a technology that can create content, including text, images, audio, or video, when prompted by a user. Generative AI systems learn patterns and relationships from large amounts of data, which enables systems to generate new content that may be similar, but not identical, to the underlying training data."

" ... Generative Artificial Intelligence (Generative AI) is a class of computer software and systems, or functionality within systems, that use large language models, algorithms, deep-learning, and machine learning models, and are capable of generating new content, including but not limited to text, images, video, and audio, based on patterns and structures of input data. These also include systems capable of ingesting input and translating that input into another form, such as text-to-code systems."

" ... Generative Artificial Intelligence (Generative AI) refers to technology or tools that use predictive algorithms to create new content including audio, code, images, text, simulations, and videos."

" ... Generative AI is a set of relatively new technologies that leverages large (very large) volumes of data along with some machine learning (ML) techniques to produce content based on inputs from the users known as prompts. The new content can be written (e.g. ChatGPT or Bard), or visual (e.g. Dall-E). These tools are not actual intelligence in the human sense, rather, they are very sophisticated models that predict what the language, text, or video that satisfies the prompt should be."

" ... Generative AI, as mentioned in these Measures, refers to technologies generating text, image, audio, video, code, or other such content based on algorithms, models, or rules."

" ... “Large-scale generative artificial intelligence model” means a machine learning model with a capacity of at least one billion (1,000,000,000) parameters that generates text or other forms of output, such as ChatGPT."

" ... “GenAI system” means an artificial intelligence system that can generate derived synthetic content, including text, images, video, and audio, that emulates the structure and characteristics of the system’s training data."

" ... “Generative artificial intelligence” or “GenAI” means an artificial intelligence system that can generate derived synthetic content, including text, images, video, and audio, that emulates the structure and characteristics of the system’s training data."

" ... “Generative artificial intelligence” means artificial intelligence that can generate derived synthetic content, including text, images, video, and audio, that emulates the structure and characteristics of the artificial intelligence’s training data."

" ... "Generative artificial intelligence" means an artificial intelligence system that is capable of producing and used to produce synthetic content, including audio, images, text, and videos."

" ... "Generative artificial intelligence system" means any artificial intelligence system or service that incorporates generative artificial intelligence."

" ... “Generative artificial intelligence” means artificial intelligence that can generate derived synthetic content, including text, images, video, and audio, that emulates the structure and characteristics of the artificial intelligence’s training data."

" ... The term ‘generative artificial intelligence’ means an artificial intelligence system that is capable of generating novel text, video, images, audio, or other media based on prompts or other forms of data provided by an individual."

" ... The term “artificial intelligence or generative artificial intelligence technology or intellectual property” means technology or intellectual property that could be used to contribute to artificial intelligence or generative artificial intelligence capabilities."

" ... The term "generative AI" refers to AI that is capable of and used to produce new content, including, audio, code, images, text, and video, according to the data inputs and machine learning model it is trained on."

" ... The term “generative artificial intelligence system” means an artificial intelligence system that generates novel data or content in a written, audio, or visual format."

" ... The term “generative artificial intelligence” means an artificial intelligence system that is capable of generating novel text, video, images, audio, and other media based on prompts or other forms of data provided by a person."

" ... The term ‘generative artificial intelligence model’ means an artificial intelligence model that emulates the structure and characteristics of input data in order to generate derived synthetic content, which may include images, videos, audio, text, and other digital content."

" ... “Generative artificial intelligence” or “GenAI” means an artificial intelligence system that can generate derived synthetic content, including text, images, video, and audio that emulates the structure and characteristics of the system’s training data."

" ... “Generative artificial intelligence” means artificial intelligence that can generate derived synthetic content, such as text, images, video, and audio, that emulates the structure and characteristics of the artificial intelligence’s training data."

" ... “Generative artificial intelligence” means artificial intelligence that can generate derived synthetic content, including images, videos, audio, text, and other digital content."

" ... “Generative artificial intelligence system” or “GenAI system” means an artificial intelligence that can generate derived synthetic content, including text, images, video, and audio, that emulates the structure and characteristics of the system’s training data."

" ... “Generative AI” means the class of AI models that emulate the structure and characteristics of input data in order to generate derived synthetic content. This can include images, videos, audio, text, and other digital content."

" ... "Generative artificial intelligence" means artificial intelligence technology that is capable of creating content such as text, audio, image, or video based on patterns learned from large volumes of data rather than being explicitly programmed with rules."

" ... “Generative artificial intelligence” or “GenAI” means artificial intelligence that can generate derived synthetic content, such as text, images, video, and audio, that emulates the structure and characteristics of the artificial intelligence’s training data."

" ... "Generative Artificial Intelligence" ("GenAI") as used in this Order, is a type of artificial intelligence technology that can generate many forms of content including but not limited to texts, images, and multimedia."

" ... The term "generative AI" or "GenAI" refers to AI algorithms and models that can create new content, including audio, code, images, text, and video, based on the data they are trained on."

" ... J. Generative AI. A kind of AI capable of generating new content such as code, images, music, text, simulations, 3D objects, videos, and so on. It is considered an important part of AI research and development, as it has the potential to revolutionize many industries, including entertainment, art, and design."

" ... Generative AI: Generative AI refers to AI systems capable of generating new content, such as images, text, audio, or videos, that imitates or is indistinguishable from human-created content. It includes technologies such as Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and other deep learning-based models. Generative AI models are trained on large datasets and learn the underlying patterns and structures of the data. They can then generate new content that is similar to the examples they were trained on."

" ... Of particular interest is Generative AI, which is a set of relatively new technologies that leverages very large volumes of data along with some machine learning techniques to produce very sophisticated content based on inputs from the users known as prompts. The new content can be written (e.g., ChatGPT or Bard), or visual (e.g., Dall-E), and often cannot be distinguished from human-generated content. These tools are not actual intelligence in the human sense. Rather, they are very sophisticated analytical models that respond to an input request by predicting what the language, text, or video will best satisfy it."

" ... A “large-scale generative artificial intelligence model” shall mean a machine learning model with a capacity of at least one billion parameters that generates text or other forms of output, such as ChatGPT."

" ... Generative AI - tools or systems used to create models that can generate new and original content, such as images, music, or text, based on patterns and examples from existing data."

" ... "Generative AI" is AI that can generate text, images, or other media in response to prompts."

" ... AI includes generative AI, meaning deep or large language models able to generate text and other content based on the data on which they were trained."

" ... The term “generative AI model” means a combination of computer code and numerical values designed to use Artificial Intelligence to generate outputs in the form of expressive material such as text, images, audio, or video."

" ... The term “generative AI system” means a software product or service that— (A) substantially incorporates one or more generative AI models; and (B) is designed for use by consumers."

" ... These AI systems are trained on vast datasets of text, images, or other data. Their distinguishing feature is their ability to generate novel content in a wide variety of different forms and contexts. As a result, a single system may be used to perform many different kinds of tasks. For example, a language-based system can perform tasks such as translating, summarizing text, suggesting edits or revisions to text, answering questions, or generating code."

" ... "Generative artificial intelligence" means an artificial intelligence system that generates novel data or content based on a foundation model."

" ... "Generative AI technology" refers to models and relevant technologies that have the ability to generate content such as texts, images, audio, or video."

" ... Deep synthesis technology refers to the use of technologies such as deep learning and virtual reality, that use generative sequencing algorithms to create text, images, audio, video, virtual scenes, or other information; including but not limited to: (1) Technologies for generating or editing text content, such as chapter generation, text style conversion, and question-and-answer dialogues; (2) Technologies for generating or editing voice content, such as text-to-speech, voice conversion, and voice attribute editing; (3) Technologies for generating or editing non-voice audio content, such as music generation and scene sound editing; (4) Technologies for generating or editing biometric features in images and video content, such as face generation, face swapping, personal attribute editing, face manipulation, or gesture manipulation; (5) Technologies for generating or editing non-biometric features in images and video content, such as image generation, enhancement, or restoration; (6) Technology for generating or editing digital characters or virtual scenes, such as 3D reconstruction or digital simulations."

" ... Generative AI (GenAI) is incredibly popular across the world. Artificial intelligence is the field of computer science that seeks to create engineered systems that can generate outputs for particular sets of objectives, without explicit instruction. Machine learning is a subset of AI that trains machines to learn from existing data and improve upon that data to make decisions or predictions. Deep learning is a more advanced form of machine learning in which more complex layers of data and neural networks are used to process data and make decisions. GenAI can use prompts or questions to generate text or images that closely resemble human-created content. These tools work by matching user prompts to patterns in training data and probabilistically “filling in the blank.” ChatGPT is the most well-known, free, example of a GenAI."

" ... generative artificial intelligence technologies, which generate new content – such as textual, visual, spoken, or musical content – in response to user inputs of data ... "

" ... Generative artificial intelligence (AI) uses advanced technologies such as predictive algorithms, machine learning, and large language models to process natural language and produce content in the form of text, images, or other types of media. Generated content is typically remarkably similar to what a human creator might produce, such as text consisting of entire narratives of naturally reading sentences."

" ... “Artificial intelligence” or “AI” means the development of software and hardware and the end-use application of technologies that are able to perform tasks normally requiring human intelligence, including, but not limited to, visual perception, speech recognition, decision-making, translation between languages, and generative artificial intelligence, which generates new content in response to user inputs of data."

" ... Generative AI tools can ingest vast amounts of information and generate content such as text, images, video, or audio, based on user prompts."

" ... Generative AI tools are computer programs capable of many activities, including but not limited to completing general administrative office tasks, data analysis, programming, and image creation."

" ... Generative Artificial Intelligence Services: The use of generative AI technology to provide text, graphics, audio, video, and other content generation services to the public."

" ... Generative AI shall include, but shall not be limited to, ChatGPT, Bing AI, or Google Bard."