Artificial Intelligence

" ... “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... “Artificial intelligence” or “AI” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... “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 “artificial intelligence” means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments, including by using machine-based and human-based inputs— (i) to abstract such objectives into models through analysis in an automated manner; and (ii) to use model inferences to generate information or formulate options for action. The term “artificial intelligence” includes machine learning, neural networks, and natural language processing."

" ... "Artificial intelligence" means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments, and that uses machine- and human-based inputs to perceive real and virtual environments, abstract such perceptions into models through analysis in an automated manner, and use model inference to formulate options for information or action."

" ... (a) “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... “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."

" ... A. The term "artificial intelligence" has the meaning set forth in 15 U.S.C. 9401(3): a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments. Artificial intelligence systems use machine and human-based inputs to perceive real and virtual environments; abstract such perceptions into models through analysis in an automated manner; and use model inference to formulate options for information or action."

" ... C. The terms "artificial intelligence" and "generative AI" as defined herein shall be collectively referred to as "AI"."

" ... 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 “artificial intelligence” means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations or decisions influencing real or virtual environments. Artificial intelligence systems use machine and human-based inputs to— (A) perceive real and virtual environments; (B) abstract such perceptions into models through analysis in an automated manner; and (C) use model inference to formulate options for information or action."

" ... The term “artificial intelligence” includes a machine-based system that uses data, references, or machine or human-based inputs to— (A) create a visual depiction, including an image or video; (B) recognize a pattern; or (C) make a recommendation, prediction, or decision."

" ... The term “artificial intelligence” means an engineered system that can, for a given set of human-defined objectives, generate output such as content, predictions, recommendations, or decisions that influence people or environments."

" ... The term “artificial intelligence” means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments, including by using machine-based and human-based inputs— (i) to abstract those perceptions into models through analysis in an automated manner; and (ii) to use model inferences to formulate options for information or action. The term “artificial intelligence” includes machine learning, neural networks, and natural language processing."

" ... The term “artificial intelligence” means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments, including by using machine-based and human-based inputs— (i) to abstract such objectives into models through analysis in an automated manner; and (ii) to use model inferences to generate information or formulate options for action. The term “artificial intelligence” includes machine learning, neural networks, and natural language processing."

" ... While the definition of AI may vary depending upon the context, for the purposes of this advisory, AI includes “a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations or decisions influencing real or virtual environments. Artificial intelligence systems use machine and human-based inputs to—(A) perceive real and virtual environments; (B) abstract such perceptions into models through analysis in an automated manner; and (C) use model inference to formulate options for information or action.” (15 U.S.C. § 9401(3).) ... "

" ... California has also recently passed a law defining the term in certain instances as “an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments.” (See Gov. Code § 11546.45.5 et seq., added by AB 2885, Stats. 2024, ch. 843.) ... "

" ... Artificial Intelligence - a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations or decisions influencing real or virtual environments."

" ... Machine Learning - computer systems or tools that are able to learn and adapt without following explicit instructions, by using algorithms and statistical models to analyze and draw inferences from patterns in data."

" ... “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer, from the input it receives, how to generate outputs that can influence physical or virtual environments."

" ... “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... 11546.45.5. (a) For purposes of this section: (1) “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... (a) “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... (c) “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."

" ... “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... “Artificial intelligence” or “AI” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... “Artificial Intelligence” or “AI” means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments."

" ... "Artificial intelligence" means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments."

" ... "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."

" ... Artificial Intelligence: “Artificial intelligence” or “AI” is a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments. Artificial intelligence systems use machine and human-based inputs to perceive real and virtual environments; abstract such perceptions into models through analysis in an automated manner; and use model inference to formulate options for information or action."

" ... “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... In this Act “artificial intelligence” and “AI” mean technology enabling the programming or training of a device or software to— (a) perceive environments through the use of data; (b) interpret data using automated processing designed to approximate cognitive abilities; and (c) make recommendations, predictions or decisions; with a view to achieving a specific objective."

" ... As used in this section, "artificial intelligence" means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments and that is capable of using machine and human-based inputs to perceive real and virtual environments, abstract such perceptions into models through analysis in an automated manner, and use model inference to formulate options for information or action."

" ... “Artificial intelligence” means a machine-based system that infers, from the input it receives, how to generate outputs that can influence physical or virtual environments. The artificial intelligence may do this to achieve explicit or implicit objectives. Outputs can include predictions, content, recommendations, or decisions. Different artificial intelligence varies in its levels of autonomy and adaptiveness after deployment. For example, artificial intelligence includes generative models, such as large language models, that can learn from inputs and create new outputs, such as text, images, audio, or video; and facial- or speech-recognition or -detection technology."

" ... “Artificial Intelligence,” a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments, and which uses machine- and human-based inputs to: perceive real and virtual environments; abstract such perceptions into models through analysis in an automated manner; and use model inference to formulate options for information or action. This definition shall comply with the meaning set forth in 15 U.S.C. 9401(3); ... "

" ... (b) “Artificial intelligence” means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing a real or virtual environment."

" ... The term "artificial intelligence" or "AI" has the meaning set forth in 15 U.S.C. § 9401(3): a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments. Artificial intelligence systems use machine- and human-based inputs to perceive real and virtual environments; abstract such perceptions into models through analysis in an automated manner; and use model inference to formulate options for information or action."

" ... Machine Learning: Machine Learning (ML) is a subset of AI that focuses on the development of algorithms and models that enable computers to learn from data and make predictions or decisions without being explicitly programmed. ML algorithms learn patterns and relationships from training data and use that knowledge to make predictions or take actions."

" ... “Artificial intelligence” means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments, and that uses machine and human-based inputs to do all of the following: (a) Perceive real and virtual environments. (b) Abstract such perceptions into models through analysis in an automated manner. (c) Use model inference to formulate options for information or action."

" ... "Artificial intelligence" means (A) an artificial system that (i) performs tasks under varying and unpredictable circumstances without significant human oversight or can learn from experience and improve such performance when exposed to data sets, (ii) is developed in any context, including, but not limited to, software or physical hardware, and solves tasks requiring human-like perception, cognition, planning, learning, communication or physical action, or (iii) is designed to (I) think or act like a human, including, but not limited to, a cognitive architecture or neural network, or (II) act rationally, including, but not limited to, an intelligent software agent or embodied robot that achieves goals using perception, planning, reasoning, learning, communication, decision-making or action, or (B) a set of techniques, including, but not limited to, machine learning, that is designed to approximate a cognitive task; ... "

" ... The term "artificial intelligence" means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations or decisions influencing real or virtual environments. Artificial intelligence systems use machine and human-based inputs to— (A) perceive real and virtual environments; (B) abstract such perceptions into models through analysis in an automated manner; and (C) use model inference to formulate options for information or action."

" ... The term “machine learning” means an application of artificial intelligence that is characterized by providing systems the ability to automatically learn and improve on the basis of data or experience, without being explicitly programmed."

" ... The term “artificial intelligence” has the meaning provided in Section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019, which states that “the term ‘artificial intelligence’ includes the following”: 1. Any artificial system that performs tasks under varying and unpredictable circumstances without significant human oversight, or that can learn from experience and improve performance when exposed to data sets. 2. An artificial system developed in computer software, physical hardware, or other context that solves tasks requiring human-like perception, cognition, planning, learning, communication, or physical action. 3. An artificial system designed to think or act like a human, including cognitive architectures and neural networks. 4. A set of techniques, including machine learning, that is designed to approximate a cognitive task. 5. An artificial system designed to act rationally, including an intelligent software agent or embodied robot that achieves goals using perception, planning, reasoning, learning, communicating, decision making, and acting."

" ... For purposes of this subdivision, “artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... "Artificial intelligence" means a machine-based system that, for explicit or implicit objectives, infers, from the input it receives, how to generate outputs such as predictions, content, recommendations, or decisions that can influence physical or virtual environments. "Artificial intelligence" includes generative artificial intelligence."

" ... "Artificial intelligence" means a machine-based system that, for explicit or implicit objectives, infers, from the input it receives, how to generate outputs such as predictions, content, recommendations, or decisions that can influence physical or virtual environments. "Artificial intelligence" includes generative artificial intelligence."

" ... "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."

" ... "Artificial intelligence" or "AI" is the ability of a machine to display human-like capabilities for cognitive tasks such as reasoning, learning, planning, and creativity. AI systems may adapt their behavior to a certain degree by analyzing the effects of previous actions and operating under varying and unpredictable circumstances without significant human oversight."

" ... “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."

" ... "Artificial intelligence" or "AI" is the ability of a machine to display human-like capabilities for cognitive tasks such as reasoning, learning, planning, and creativity. AI systems may adapt their behavior to a certain degree by analyzing the effects of previous actions and operating under varying and unpredictable circumstances without significant human oversight."

" ... "Artificial intelligence" or "AI" means the ability of a machine to display human-like capabilities for cognitive tasks such as reasoning, learning, planning, and creativity. AI systems may adapt their behavior to a certain degree by analyzing the effects of previous actions and operating under varying and unpredictable circumstances without significant human oversight."

" ... "Artificial intelligence" or "AI" is the ability of a machine to display human-like capabilities for cognitive tasks such as reasoning, learning, planning, and creativity. AI systems may adapt their behavior to a certain degree by analyzing the effects of previous actions and operating under varying and unpredictable circumstances without significant human oversight."

" ... "Artificial intelligence" means a machine-based system that can, for a given set of human-defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments, and that uses machine and human-based inputs to:
(1) Perceive real and virtual environments;
(2) Abstract perceptions of real and virtual environments into models through analysis in an automated manner; and
(3) Use model inference to formulate opinions for information or action."

" ... Artificial Intelligence: Refers to computer-based systems capable of performing human-like cognitive functions, and have capabilities such as learning, reasoning, problem-solving, sensing, and understanding language."

" ... “Artificial intelligence” means: (1) any artificial system that performs tasks under varying and unpredictable circumstances without significant human oversight, or that can learn from experience and improve performance when exposed to data sets; (2) an artificial system developed in computer software, physical hardware, or other context that solves tasks requiring human-like perception, cognition, planning, learning, communication, or physical action; (3) an artificial system designed to think or act like a human, including cognitive architectures and neural networks; (4) a set of techniques, including machine learning, that is designed to approximate a cognitive task; or (5) an artificial system designed to act rationally, including an intelligent software agent or embodied robot that achieves goals using perception, planning, reasoning, learning, communicating, decision making, and acting."

" ... "Artificial intelligence" OR "ARTIFICIAL INTELLIGENCE SYSTEM" means: ANY MACHINE-BASED SYSTEM THAT, FOR ANY EXPLICIT OR IMPLICIT OBJECTIVE, INFERS, FROM THE INPUTS THE SYSTEM RECEIVES, HOW TO GENERATE OUTPUTS, INCLUDING CONTENT, DECISIONS, PREDICTIONS, OR RECOMMENDATIONS, THAT CAN INFLUENCE PHYSICAL OR VIRTUAL ENVIRONMENTS."

" ... As used in this section, "artificial intelligence" means any technology, including, but not limited to, machine learning that uses data to train an algorithm or predictive model for the purpose of enabling a computer system or service to autonomously perform any task, including, but not limited to, visual perception, language processing or speech recognition, that is normally associated with human intelligence or perception."

" ... "Artificial intelligence" means models and systems capable of performing functions generally associated with human intelligence, including reasoning and learning."

" ... “Artificial Intelligence” means a machine-based system that can, for a given set of human defined objectives, make predictions, recommendations, or decisions influencing real or virtual environments. Artificial intelligence systems use machine- and human-based inputs to perceive real and virtual environments; abstract such perceptions into models through analysis in an automated manner; and use model inference to formulate options for information or action. This definition shall comply with the meaning outlined in 15 U.S.C. 9401(3)."

" ... The term “artificial intelligence” has the meaning provided in Section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019, which states that “the term ‘artificial intelligence’ includes the following”: 1. Any artificial system that performs tasks under varying and unpredictable circumstances without significant human oversight, or that can learn from experience and improve performance when exposed to data sets. 2. An artificial system developed in computer software, physical hardware, or other context that solves tasks requiring human-like perception, cognition, planning, learning, communication, or physical action. 3. An artificial system designed to think or act like a human, including cognitive architectures and neural networks. 4. A set of techniques, including machine learning, that is designed to approximate a cognitive task. 5. An artificial system designed to act rationally, including an intelligent software agent or embodied robot that achieves goals using perception, planning, reasoning, learning, communicating, decision making, and acting."

" ... This definition of AI encompasses, but is not limited to, the AI technical subfields of machine learning (including deep learning as well as supervised, unsupervised, and semi-supervised approaches), reinforcement learning, transfer learning, and generative AI."

" ... Machine Learning: The term “machine learning” has the meaning provided in Section 3(t) of Executive Order 14110."

" ... “Artificial intelligence” (AI) means technology that utilizes computers to simulate human intelligent behavior for use in prediction, recommendation, decision-making, or content generation, etc., for specialized or general purposes; ... "

" ... As used in this chapter, "artificial intelligence" means computing technology that is capable of simulating human learning, reasoning, and deduction through processes such as: (1) acquiring and analyzing information for the purpose of improving operational accuracy through improved contextual knowledge; (2) identifying patterns in data; and (3) improving operational outcomes by analyzing the results of a previous operation and using the analysis to modify the operation to achieve an improved result."

" ... "Artificial intelligence" means a machine-based system that makes predictions, recommendations, or decisions influencing real or virtual environments."

" ... "Artificial intelligence technology" means a computer system, application, or other product that uses or incorporates one or more forms of artificial intelligence."

" ... "artificial intelligence" means a machine-based or computer-based system that through hardware or software uses input data to emulate the structure and characteristics of input data in order to generate synthetic content, including images, video or audio; ... "

" ... For the purpose of this Declaration, artificial intelligence may be understood to refer to the ability of machines to perform tasks that would otherwise require human intelligence. This could include recognizing patterns, learning from experience, drawing conclusions, making predictions, or generating recommendations. An AI application could guide or change the behavior of an autonomous physical system or perform tasks that remain purely in the digital realm."

" ... For our purposes in this paper, we are using the terms “artificial intelligence”, “AI” and “AI tools” broadly to cover computer systems where one or more of the following applies: • machine learning systems developed or refined by processing training data. • classifier systems used to put information into categories (e.g., captioning images). • interpreter systems that turn noisy input data into standardised outputs (e.g., deciding what words are present in speech or handwriting). • generative systems used to create text, images, computer code, or something else. • automation where computers take on tasks that people have done up until recently."

" ... AI refers to computer systems doing tasks that seem like intelligent behaviour, such as finding patterns, putting items into categories, and triggering actions based on information."

" ... AI systems are powerful pattern matching tools that learn from very large data sets."

" ... “Machine learning, statistical modeling, data analytics, or artificial intelligence” means a group of mathematical, computer-based techniques: i. that generate a prediction, meaning an expected outcome for an observation, such as an assessment of a candidate’s fit or likelihood of success, or that generate a classification, meaning an assignment of an observation to a group, such as categorizations based on skill sets or aptitude; and ii. for which a computer at least in part identifies the inputs, the relative importance placed on those inputs, and, if applicable, other parameters for the models in order to improve the accuracy of the prediction or classification."

" ... "Artificial Intelligence" or "AI" means any technology that can simulate human intelligence, including but not limited to, natural language processing, training language models, reinforcement learning from human feedback and machine learning systems."

" ... Artificial Intelligence (AI) is defined as computerized methods and tools, including, but not limited to, machine learning and natural language processing, that act in a way that resembles human cognitive abilities when it comes to solving problems or performing certain tasks."

" ... "Artificial intelligence" means (A) an artificial system that (i) performs tasks under varying and unpredictable circumstances without significant human oversight or can learn from experience and improve such performance when exposed to data sets, (ii) is developed in any context, including, but not limited to, software or physical hardware, and solves tasks requiring human-like perception, cognition, planning, learning, communication or physical action, or (iii) is designed to (I) think or act like a human, including, but not limited to, a cognitive architecture or neural network, or (II) act rationally, including, but not limited to, an intelligent software agent or embodied robot that achieves goals using perception, planning, reasoning, learning, communication, decision-making or action, or (B) a set of techniques, including, but not limited to, machine learning, that is designed to approximate a cognitive task; ... "

" ... Article 2 Artificial intelligence (AI) as mentioned in these Regulations refers to the simulation, extension or expansion of human intelligence by perceiving the environment, acquiring knowledge or deducing with computers or devices controlled by computers."

" ... As used in this Regulation, artificial intelligence refers to the system of theories, methods, technologies, and applications that uses computers and computer-controlled machines to simulate, extend, and expand human intelligence, perceive the environment, acquire knowledge, and use knowledge to achieve optimal results."

" ... Defence understands Artificial Intelligence (AI) as a family of general-purpose technologies, any of which may enable machines to perform tasks normally requiring human or biological intelligence, especially when the machines learn from data how to do those tasks."

" ... Artificial Intelligence - For purposes of this section "artificial intelligence" means computers and computer systems that, by design and function, perform tasks that would typically require human intelligence, including decision-making, visual perception, speech recognition, or translation of one human language into another human language."

" ... "artificial intelligence" means an automated system that uses data input, human-defined objectives, and machine learning, natural language processing, or other computational processing techniques of similar or greater complexity to make a decision or facilitate human decision making; ... "

" ... "Machine learning" means the development of algorithms to build data-derived statistical models that are capable of drawing inferences from previously unseen data without explicit human instruction."

" ... The term ‘artificial intelligence’— “(A) has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (10 U.S.C. note prec. 4061; Public Law 115–232); and “(B) includes— “(i) an artificial or automated system— “(I) that performs tasks under varying and unpredictable circumstances without significant human oversight; “(II) that can learn from experience and improve performance when exposed to data sets; “(III) developed in computer software, physical hardware, or another context that solves tasks requiring human-like perception, cognition, planning, learning, communication, or physical action; “(IV) designed to think or act like a human, including through cognitive architectures or neural networks; “(V) that has or is derived from a set of techniques, including machine learning, statistics, or other data processing or artificial intelligence techniques, that is designed to approximate a cognitive task; “(VI) designed to act rationally, including through an intelligent software agent or embodied robot that achieves goals using perception, planning, reasoning, learning, communicating, decision-making, and acting; or “(VII) that is intended to or capable of interacting with humans, detecting human emotions, determining associations with social categories based on biometric data, or generating or manipulating image, audio, video, or related material; and “(ii) any other artificial or automated system, software, or process that uses computation as whole or part of a system to determine outcomes, make or aid decisions, inform policy implementation, collect data or observations, or otherwise interact with humans or communities of humans."

" ... 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 “Artificial Intelligence” means an automated system designed to perform a task typically associated with human intelligence or cognitive function."

" ... ARTIFICIAL INTELLIGENCE. Any artificial system or generative artificial intelligence system that performs tasks under varying and unpredictable circumstances without significant human oversight or that can learn from experience and improve performance when exposed to data sets."

" ... “Artificial intelligence” means an engineered or machine-based system that varies in its level of autonomy and that can, for explicit or implicit objectives, infer from the input it receives how to generate outputs that can influence physical or virtual environments."

" ... (2) "Artificial intelligence" means computerized methods and tools, including, but not limited to, machine learning and natural language processing, that act in a way that resembles human cognitive abilities when it comes to solving problems or performing certain tasks."

" ... "Artificial intelligence": (A) Means a machine-based system that: (i) Can, for a given set of human-defined objectives, make predictions, recommendations, or decisions; influence real and virtual environments without significant human oversight; or that can learn from experience in an automated manner and improve such performance when exposed to data sets; or (ii) Is developed in any context, including software or physical hardware, and solves tasks requiring human-like perception, cognition, planning, learning, communication, or physical action; and (B) Includes generative artificial intelligence; ... "

" ... "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; ... "

" ... "Artificial intelligence" means the use of machine learning and related technologies that use data to train statistical models for the purpose of enabling computer systems to perform tasks normally associated with human intelligence or perception, such as computer vision, speech or natural language processing, and content generation."

" ... "Machine learning" means the process by which artificial intelligence is developed using data and algorithms to draw inferences therefrom to automatically adapt or improve its accuracy without explicit programming."

" ... Artificial Intelligence (AI): refers to a group of technologies that can perform complex cognitive tasks like recognizing and classifying images or powering autonomous vehicles. Many AI systems are built using machine learning models. For a task like image recognition, the model learns pixel patterns from a large dataset of existing images and uses these patterns to recognize and classify new images."

" ... Machine Learning (ML): is a method for learning the rules of an algorithm based on existing data."

" ... Artificial Intelligence (AI): machines doing tasks that typically require human intelligence ... "

" ... Machine Learning: a type of AI in which computers use data to “learn” tasks through algorithms ... "

" ... Artificial intelligence (AI) means models and systems performing functions generally associated with human intelligence, including reasoning and learning."

" ... "Artificial intelligence" means computerized methods and tools, including, but not limited to, machine learning and natural language processing, that act in a way that resembles human cognitive abilities when it comes to solving problems or performing certain tasks."

" ... As used in this section, the term "artificial intelligence" shall mean the theory and development of computer systems able to perform tasks that normally require human intelligence."

" ... "AI" refers to the broad class of technologies developed or marketed to be capable of performing tasks otherwise requiring an intelligent human agent. Relevant tasks include, without limitation, natural language processing including text and speech generation, image analysis and generation, and a wide variety of probabilistically determined classifications, predictions, scorings, and assessments."

" ... "Artificial intelligence technology" means computer software that is designed to simulate human intelligence through machine learning and perform tasks that would normally require human involvement."

" ... ‘AI system’ means a machine-based system that is designed to operate with varying levels of autonomy and that may exhibit adaptiveness after deployment, and that, for explicit or implicit objectives, infers, from the input it receives, how to generate outputs such as predictions, content, recommendations, or decisions that can influence physical or virtual environments; ... "

" ... "Artificial Intelligence," as used in this Order, is a machine-based system that can, for a given set of human objectives, make predictions, recommendations, or decisions."

" ... "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."

" ... “Artificial intelligence”, computerized methods and tools, including but not limited to machine learning and natural language processing, that act in a way that resembles human cognitive abilities when it comes to solving problems or performing certain tasks."

" ... The term "artificial intelligence" has the meaning provided in Section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019. For the purposes of this memorandum, the following technical context should guide interpretation of the definition above: (1) This definition of AI encompasses, but is not limited to, the AI technical subfields of machine learning (including deep learning as well as supervised, unsupervised, and semisupervised approaches), reinforcement learning, transfer learning, and generative AI. (2) This definition of AI does not include robotic process automation or other systems whose behavior is defined only by human-defined rules or that learn solely by repeating an observed practice exactly as it was conducted. (3) For this definition, no system should be considered too simple to qualify as covered AI due to a lack of technical complexity (e.g., the smaller number of parameters in a model, the type of model, or the amount of data used for training purposes). (4) This definition includes systems that are fully autonomous, partially autonomous, and not autonomous, and it includes systems that operate both with and without human oversight."

" ... Covered AI. This memorandum provides requirements and recommendations that apply to new and existing AI that is developed, used, or acquired by or on behalf of covered agencies."

" ... Artificial intelligence (AI) is a broad term used to describe an engineered system where machines learn from experience, adjusting to new inputs, and potentially performing tasks previously done by humans. More specifically, it is a field of computer science dedicated to simulating intelligent behavior in computers. It may include automated decision-making."

" ... For the purposes of this policy, Artificial Intelligence, also known as machine intelligence, is the simulation of human intelligence processes, such as problem solving by machines."

" ... 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 programming."

" ... 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."

" ... As used in this order: (a) the term “artificial intelligence” means the full extent of Federal investments in AI, to include: R&D of core AI techniques and technologies; AI prototype systems; application and adaptation of AI techniques; architectural and systems support for AI; and cyberinfrastructure, data sets, and standards for AI."

" ... WHEREAS, artificial intelligence is intelligence demonstrated by machines, wherein machines mimic human cognitive functions like learning and problem solving; ... "

" ... Artificial intelligence (AI): Machines that have the ability to “learn” and “problem solve.” ... "

" ... The term "artificial intelligence" has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term "artificial intelligence technology" means a machine-based system or software, including a component of an information system, that implements artificial intelligence technology and uses computational, statistical, or machine-learning techniques to produce outputs from a defined set of inputs."

" ... The term "artificial intelligence" has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... For the purposes of this order, “artificial intelligence” or “AI” has the meaning set forth in 15 U.S.C. 9401(3)."

" ... The terms “artificial intelligence” and “AI” have the meaning given the term “artificial intelligence” in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. 4061 note)."

" ... The term “artificial intelligence”— (A) has the meaning given that term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401); and (B) includes machine learning, neural networks, and natural language processing."

" ... The term “artificial intelligence” has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. note prec. 4061)."

" ... AI.—The term “AI” has the meaning given the term “artificial intelligence” under section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401; enacted as division E of the William M. (Mac) Thornberry National Defense Authorization Act for Fiscal Year 2021 (Public Law 116–283))."

" ... “(10) the term ‘artificial intelligence’ has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020.” ... "

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (10 U.S.C. note prec. 4061; Public Law 115–232)."

" ... The term “artificial intelligence” has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “AI” has the meaning given the term “artificial intelligence” in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal year 2019 (10 U.S.C. 2358 note)."

" ... 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 “artificial intelligence” has the meaning given that term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (10 U.S.C. 2358 note)."

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The terms “artificial intelligence” and “AI” have the meaning given the term “artificial intelligence” in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. 4061 note)."

" ... The terms “AI” and “artificial intelligence” have the meaning given the term “artificial intelligence” in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given that term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. 4001 note)."

" ... In this subsection, the term ‘artificial intelligence’ has the meaning given the term in section 238(g) of the National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. 4001 note)."

" ... The term ‘artificial intelligence’ has the meaning given that term in section 5002(3) of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401(3))."

" ... In this Act, the term “artificial intelligence” has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. note prec. 4061)."

" ... The term ‘artificial intelligence’ has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. note prec. 4061)."

" ... The term “artificial intelligence” has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (enacted as division E of the William M. (Mac) Thornberry National Defense Authorization Act for Fiscal Year 2021 (15 U.S.C. 9401; Public Law 116–283))."

" ... The term “artificial intelligence” has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The terms “artificial intelligence” and “AI” have the meaning given the term “artificial intelligence” in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401; enacted as part of title LVI of division E of the William M. (Mac) Thornberry National Defense Authorization Act for Fiscal Year 2021 (Public Law 116–283))."

" ... The term ‘artificial intelligence’— (A) has the meaning given that term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401); and (B) includes the artificial systems and techniques described in paragraphs (1) through (5) of section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. 4061 note prec.)."

" ... the term ‘artificial intelligence’— (A) has the meaning given the term ‘artificial intelligence’ in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401); and (B) includes the artificial systems and techniques described in paragraphs (1) through (5) of section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. 4061 note prec.); ... "

" ... The term “digital technology” means a technology or device now known or hereafter created such as computer software, artificial intelligence, machine learning, quantum computing, or other similar technologies or devices."

" ... The term “artificial intelligence” or “AI” has the meaning given such term in section 5002 of the William M. (Mac) Thornberry National Defense Authorization Act for Fiscal Year 2021 (15 U.S.C. 9401)."

" ... The term “artificial intelligence”—
(A) has the meaning given that term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401); and
(B) includes the artificial systems and techniques described in paragraphs (1) through (5) of section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. 4061 note prec.)."

" ... The term “artificial intelligence” has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (Public Law 115–232; 10 U.S.C. note prec. 4061)."

" ... The terms “artificial intelligence” and “AI” have the meaning given the term “artificial intelligence” in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (10 U.S.C. note prec. 4061; Public Law 115–232)."

" ... The term “artificial intelligence and other critical and emerging technologies” means a subset of artificial intelligence and other critical and emerging technologies included in the list of such technologies identified and maintained by the National Science and Technology Council of the Office of Science and Technology Policy as the Director considers appropriate for purposes of this Act."

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... In subparagraph (A), a computational process described in this subparagraph is— (i) a computational process that uses machine learning, natural language processing, artificial intelligence techniques, or other computational processing techniques of similar or greater complexity; or (ii) a deterministic computational process derived from a process described in clause (i)."

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the William M. (Mac) Thornberry National Defense Authorization Act for Fiscal Year 2021 (15 U.S.C. 9401)."

" ... In this subsection, the term ‘artificial intelligence’ has the meaning given such term in section 5002 of the National Artificial Intelligence Act of 2020 (15 U.S.C. 9401)."

" ... The term ‘artificial intelligence’ has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence and other critical and emerging technologies” means a subset of artificial intelligence and other critical and emerging technologies included in the list of such technologies identified and maintained by the National Science and Technology Council of the Office of Science and Technology Policy as the Director considers appropriate for purposes of this Act."

" ... The term “artificial intelligence” has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given such term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... The term “artificial intelligence” has the meaning given the term in section 5002 of the National Artificial Intelligence Initiative Act of 2020 (15 U.S.C. 9401)."

" ... Artificial intelligence or AI has the meaning set forth in 15 U.S.C. 9401(3)."

" ... "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."

" ... We define ‘frontier AI’ as highly capable general-purpose AI models or systems that can perform a wide variety of tasks and match or exceed the capabilities present in the most advanced models."

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

" ... Machine learning means a set of techniques that can be used to train AI algorithms on data to improve performance at a task or tasks."

" ... Artificial intelligence or AI has the meaning set forth in 15 U.S.C. 9401(3)."

" ... "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."

" ... Artificial Intelligence (AI) – A field in computer science that focuses on independent decisions based on supervised and unsupervised learning."

" ... Machine Learning (ML) – A subfield of AI that focuses on the development of algorithms and statistical models to make independent decisions, but still needs humans to guide and correct inaccurate information. ML is the most common type of AI."

" ... In this subsection, the term 'artificial intelligence' has the meaning given the term in section 238(g) of the National Defense Authorization Act for Fiscal Year 2019 (Public Law 115-232; 10 U.S.C. 4001 note)."

" ... 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 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."

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

" ... 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."

" ... The term "artificial intelligence" has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (10 U.S.C. 2358 note)."

" ... "ALGORITHM" MEANS A COMPUTATIONAL OR MACHINE LEARNING PROCESS THAT INFORMS HUMAN DECISION MAKING IN INSURANCE PRACTICES."

" ... the term "artificial intelligence" has the meaning given the term in section 238(g) of the John S. McCain National Defense Authorization Act for Fiscal Year 2019 (10 U.S.C. 2358 note); ... "