Artificial intelligence

Terms related to artificial intelligence (AI), including definitions about machine learning and words and phrases about training data, algorithms, natural language processing, neural networks and automation.

Adobe Experience Platform - Adobe Experience Platform is a suite of customer experience management (CXM) solutions from Adobe.
advanced analytics - Advanced analytics is a broad category of inquiry that can be used to help drive changes and improvements in business practices.
AgentGPT - AgentGPT is a generative artificial intelligence tool that enables users to create autonomous AI agents that can be delegated a range of tasks.
AI alignment - AI alignment is a field of AI safety research that aims to ensure artificial intelligence systems achieve desired outcomes.
AI democratization - AI democratization is the spread of artificial intelligence development to a wider user base that includes those without specialized knowledge of AI.
AI PC - An AI PC is a personal computer equipped with hardware and software components to run artificial intelligence (AI) applications and tasks.
AI watermarking - AI watermarking is the process of embedding a recognizable, unique signal into the output of an artificial intelligence model, such as text or an image, to identify that content as AI generated.
AI winter - AI winter is a quiet period for artificial intelligence research and development.
algorithmic transparency - Algorithmic transparency is openness about the purpose, structure and underlying actions of the algorithms used to search for, process and deliver information.
AlphaGo - AlphaGo is an artificial intelligence agent that is specialized to play Go, a Chinese game of strategy, against human competitors.
Amazon AI - Amazon AI is a set of artificial intelligence (AI) services that offer machine learning (ML) and deep learning technologies for Amazon Web Services (AWS) customers.
Amazon Lex - Amazon Lex is an artificial intelligence (AI) web service.
Amazon Machine Learning - Amazon Machine Learning is an Amazon Web Services product that allows a developer to discover patterns in end-user data through algorithms, construct mathematical models based on these patterns and then create and implement predictive applications.
ambient intelligence (AmI) - Ambient intelligence, sometimes referred to as AmI, is the element of a pervasive computing environment that enables it to interact with and respond appropriately to the humans in that environment.
artificial intelligence (AI) governance - Artificial intelligence governance is the legal framework for ensuring AI and machine learning technologies are researched and developed with the goal of helping humanity adopt and use these systems in ethical and responsible ways.
Artificial Intelligence as a Service (AIaaS) - Artificial Intelligence as a Service (AIaaS) is the third-party offering of artificial intelligence (AI) outsourcing.
artificial intelligence of things (AIoT) - Artificial intelligence of things (AIoT) is the combination of artificial intelligence (AI) technologies and the internet of things (IoT) infrastructure.
artificial neuron - An artificial neuron is a connection point in an artificial neural network.
artificial superintelligence (ASI) - Artificial superintelligence (ASI) is a software-based system with intellectual powers beyond those of humans across a comprehensive range of categories and fields of endeavor.
Asilomar AI Principles - Asilomar AI Principles are 23 guidelines for the research and development of artificial intelligence (AI).
assistive technology (adaptive technology) - Assistive technology is a set of devices intended to help people who have disabilities.
association rules - Association rules are if-then statements that show the probability of relationships between data items within large data sets in various types of databases.
augmented intelligence - Augmented intelligence is the use of technology to enhance a human's ability to execute tasks, perform analysis and make decisions.
automated machine learning (AutoML) - Automated machine learning (AutoML) is the process of applying machine learning models to real-world problems using automation.
automated reasoning - Automated reasoning is the area of computer science concerned with applying reasoning in the form of logic to computing systems.
backward chaining - Backward chaining is the logical process of inferring unknown truths from known conclusions by moving backward from a solution to determine the initial conditions and rules.
BERT language model - BERT language model is an open source machine learning framework for natural language processing (NLP).
big data - Big data is a combination of structured, semi-structured and unstructured data that organizations collect, analyze and mine for information and insights.
big data analytics - Big data analytics is the often complex process of examining big data to uncover information -- such as hidden patterns, correlations, market trends and customer preferences -- that can help organizations make informed business decisions.
Boolean - In computing, the term Boolean means a result that can only have one of two possible values: true or false.
brain-computer interface (BCI) - Brain-computer interface (BCI) is a collaboration between a brain and a device that enables signals from the brain to direct some external activity, such as control of a cursor or a prosthetic limb.
case-based reasoning (CBR) - Case-based reasoning (CBR) is an experience-based approach to solving new problems by adapting previously successful solutions to similar problems.
causal AI - Causal AI is a form of artificial intelligence (AI) designed to identify and understand the cause and effect of relationships across data.
cellular automaton (CA) - A cellular automaton (CA) is a collection of cells arranged in a grid of specified shape, such that each cell changes state as a function of time, according to a defined set of rules driven by the states of neighboring cells.
chain-of-thought prompting - Chain-of-thought prompting is a prompt engineering technique that aims to improve language models' performance on tasks requiring logic, calculation and decision-making by structuring the input prompt in a way that mimics human reasoning.
chat room - A chat room is an online platform that enables users to communicate with each other in real time.
chatbot - A chatbot is a software or computer program that simulates human conversation or "chatter" through text or voice interactions.
chatting - While the term chatting or chitchat refers in general to communication between two or more parties that can occur in person, in today's modern age, it can also occur over the internet via Short Message Service (SMS) text message and Multimedia Messaging Service (MMS) or, for example, through tools like Slack and Microsoft Teams and social media platforms like Facebook and Twitter.
cognitive automation - Cognitive automation describes diverse ways of combining artificial intelligence (AI) and process automation capabilities to improve business outcomes.
cognitive bias - Cognitive bias is a systematic thought process caused by the tendency of the human brain to simplify information processing through a filter of personal experience and preferences.
cognitive blindness - Cognitive blindness is the inability to understand something due to the lack of a precept of knowledge, understanding or belief in a necessary fundamental concept.
cognitive computing - Cognitive computing is the use of computerized models to simulate the human thought process in complex situations where the answers might be ambiguous and uncertain.
cognitive modeling - Cognitive modeling is an area of computer science that deals with simulating human problem-solving and mental processing in a computerized model.
cognitive search - Cognitive search represents a new generation of enterprise search that uses artificial intelligence (AI) technologies to improve users' search queries and extract relevant information from multiple diverse data sets.
computational creativity (artificial creativity) - Computational creativity (artificial creativity), is the application of computer technologies to emulate, study, stimulate and enhance human creativity.
content analytics - Content analytics, also known as content intelligence, is the process of measuring and analyzing how users interact and engage with digital content.
context window - A context window is a textual range around a target token that a large language model (LLM) can process at the time the information is generated.
convolutional neural network (CNN) - A convolutional neural network (CNN) is a category of machine learning model, namely a type of deep learning algorithm well suited to analyzing visual data.
crypto-agility - Crypto-agility, or cryptographic agility, is a data encryption practice used by organizations to ensure a rapid response to a cryptographic threat.
curiosity artificial intelligence (curiosity AI) - Curiosity artificial intelligence (curiosity AI) is the simulation of human curiosity in artificial intelligence.
data classification - Data classification is the process of organizing data into categories that make it easy to retrieve, sort and store for future use.
data mining - Data mining is the process of sorting through large data sets to identify patterns and relationships that can help solve business problems through data analysis.
data sampling - Data sampling is a statistical analysis technique used to select, manipulate and analyze a representative subset of data points to identify patterns and trends in the larger data set being examined.
data science platform - A data science platform is software that allows data scientists to uncover actionable insights from data and communicate those insights throughout an enterprise within a single environment.
data scientist - A data scientist is an analytics professional who is responsible for collecting, analyzing and interpreting data to help drive decision-making in an organization.
data splitting - Data splitting is when data is divided into two or more subsets.
decision tree - A decision tree is a graph that uses a branching method to illustrate every possible output for a specific input.
deep analytics - Deep analytics is the application of sophisticated data processing techniques to yield information from large and typically multi-source data sets comprised of both unstructured and semi-structured data.
DeepMind - DeepMind is a division of Alphabet, Inc.
degrees of freedom (mechanics) - In mechanics, degrees of freedom (DOF) is the number of independent variables that define the possible positions or motions of a mechanical system in space.
delivery drone - A delivery drone is a type of unmanned aerial vehicle (UAV) used for distributing packages to consumers through advanced AI technology.
descriptive analytics - Descriptive analytics is a type of data analytics that looks at past data to give an account of what has happened.
digital process automation - Digital process automation (DPA) uses low-code development tools to automate processes that can span multiple applications.
disambiguation - Disambiguation is the process of determining a word's meaning -- or sense -- within its specific context.
disruptive innovation - Disruptive innovation is the idea that when a product or service is introduced into an established industry and performs better and/or costs less than existing offerings, it can displace the market leaders and even transform the industry.
disruptive technology (disruptive innovation) - Disruptive technology, often referred to as disruptive innovation, is when a new business model attracts an underserviced market or revenue stream and grows until it supplants incumbent competitors.
dropout - Dropout refers to data, or noise, that's intentionally dropped from a neural network to improve processing and time to results.
edge AI - Edge artificial intelligence (edge AI) is a paradigm for crafting AI workflows that span centralized data centers (the cloud) and devices outside the cloud that are closer to humans and physical things (the edge).
empirical analysis - Empirical analysis is an evidence-based approach to the study and interpretation of information.
ensemble modeling - Ensemble modeling is the process of running two or more related but different analytical models and then synthesizing the results into a single score or spread.
Ethereum - Ethereum is an open source, distributed software platform based on blockchain technology.
evolutionary algorithm - An evolutionary algorithm (EA) is an algorithm that uses mechanisms inspired by nature and solves problems through processes that emulate the behaviors of living organisms.
expert system - An expert system is a computer program that uses artificial intelligence (AI) technologies to simulate the judgment and behavior of a human or an organization that has expertise and experience in a particular field.
explainable AI - Explainable AI (XAI) is artificial intelligence (AI) that's programmed to describe its purpose, rationale and decision-making process in a way that the average person can understand.
extrapolation and interpolation - Extrapolation refers to estimating an unknown value based on extending a known sequence of values or facts.
facial recognition - Facial recognition is a category of biometric software that maps an individual's facial features to confirm their identity.
first-order logic - First-order logic (FOL) refers to logic in which the predicate of a sentence or statement can only refer to a single subject.
flux - In physics, flux is a measure of the number of electric or magnetic field lines passing through a surface in a given amount time.
forward chaining - Forward chaining is the logical process of inferring unknown truths from known data and moving forward using determined conditions and rules to find a solution.
fuzzy logic - Fuzzy logic is an approach to computing based on "degrees of truth" rather than the usual "true or false" (1 or 0) Boolean logic on which the modern computer is based.
Gaussian splatting - Gaussian splatting renders extremely high-quality images -- using numerous scans of an object -- that can then be viewed from any angle and explored in real time.
generative design - Generative design is a computer-aided design technique and category of software that uses AI to optimize the design process.
generative modeling - Generative modeling is the use of artificial intelligence (AI), statistics and probability in applications to produce a representation or abstraction of observed phenomena or target variables that can be calculated from observations.
Google AI - Google AI, formerly known as Google Research, is Google's artificial intelligence (AI) research and development branch for its AI applications.
Google Duplex - Google Duplex is an artificial intelligence (AI) technology that mimics a human voice and makes phone calls on a person's behalf.
GPT-3 - GPT-3, or the third-generation Generative Pre-trained Transformer, is a neural network machine learning model trained using internet data to generate any type of text.
gradient descent - Gradient descent is an optimization algorithm that refines a machine learning (ML) model's parameters to create a more accurate model.
graph database - A graph database, also referred to as a semantic database, is a software application designed to store, query and modify network graphs.
Hadoop - Hadoop is an open source distributed processing framework that manages data processing and storage for big data applications in scalable clusters of computer servers.
Hadoop as a service (HaaS) - Hadoop as a service (HaaS), also known as Hadoop in the cloud, is a big data analytics framework that stores and analyzes data in the cloud using Hadoop.
Hugging Face - Hugging Face is a machine learning and data science platform and community that helps users build, deploy and train machine learning models.
hyperautomation - Hyperautomation is a framework and a set of advanced technologies for scaling automation in the enterprise.
IBM Watson supercomputer - Watson was a supercomputer designed and developed by IBM.
image recognition - Image recognition, in the context of machine vision, is the ability of software to identify objects, places, people, writing and actions in digital images.
immersive virtual reality (immersive VR) - Immersive virtual reality (immersive VR) is the presentation of an artificial environment that replaces users' real-world surroundings convincingly enough that they can suspend disbelief and fully engage with the created environment.
intelligent process automation (IPA) - Intelligent process automation (IPA) is a combination of technologies used to manage and automate digital processes.
intelligent system - An intelligent system is an advanced computer system that can gather, analyze and respond to the data it collects from its surrounding environment.
intelligent workflow - Intelligent workflow is an orchestration method that integrates analytics, AI, machine learning and automation.
knowledge engineering - Knowledge engineering is a field of artificial intelligence (AI) that tries to emulate the judgment and behavior of a human expert in a given field.
knowledge-based systems (KBSes) - Knowledge-based systems (KBSes) are computer programs that use a centralized repository of data known as a knowledge base to provide a method for problem-solving.