Applications of AI Definitions

Search Definitions
  • A

    AI readiness: What is it, and is your business ready?

    Artificial intelligence (AI) readiness encompasses all the elements, processes and steps needed to prepare an organization to implement AI systems.

  • assistive technology (adaptive technology)

    Assistive technology is a set of devices intended to help people who have disabilities.

  • automated machine learning (AutoML)

    Automated machine learning (AutoML) is the process of applying machine learning models to real-world problems using automation.

  • What are autonomous AI agents and which vendors offer them?

    Autonomous artificial intelligence (AI) agents are intelligent systems that can perform tasks for a user or system without human intervention.

  • What is AI art and how is it created?

    Artificial intelligence art (AI art) is any form of art that has been created or enhanced with AI tools.

  • What is AI? Artificial Intelligence explained

    Artificial intelligence is the simulation of human intelligence processes by machines, especially computer systems.

  • What is an autoregressive model?

    An autoregressive model is a category of machine learning models in which algorithms predict future data based on a series of their own past data.

  • What is anomaly detection? An overview and explanation

    Anomaly detection is the process of identifying data points, entities or events that fall outside the normal range.

  • What is artificial superintelligence (ASI)?

    Artificial superintelligence (ASI) is a hypothetical software-based system with intellectual powers beyond those of humans across a comprehensive range of categories and fields of endeavor.

  • What is augmented intelligence?

    Augmented intelligence is the use of technology to enhance a human's ability to execute tasks, perform analysis and make decisions.

  • What is autonomous AI?

    Autonomous artificial intelligence (AI) is a branch of AI in which systems and tools are advanced enough to act with limited human oversight and involvement.

  • C

    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.

  • What is a convolutional neural network (CNN)?

    A convolutional neural network (CNN) is a category of machine learning model. Specifically, it is a type of deep learning algorithm that is well suited to analyzing visual data.

  • What is clustering in machine learning and how does it work?

    Clustering is a data science technique in machine learning that groups similar rows in a data set.

  • What is conversational AI (conversational artificial intelligence)?

    Conversational AI, also known as conversational artificial intelligence, is a type of AI that enables computers to understand, process and generate human language.

  • D

    What are diffusion models?

    Diffusion models are a category of generative AI that excels at creating images, audio, video and other types of data by using a two-step process: forward diffusion and reverse diffusion.

  • E

    What is embodied AI? How it powers autonomous systems

    Embodied AI refers to artificial intelligence systems that interact with and can learn from their environments using a suite of technologies that include sensors, motors, machine learning and natural language processing.

  • F

    facial recognition

    Facial recognition is a category of biometric software that maps an individual's facial features to confirm their identity.

  • 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.

  • What is face detection and how does it work?

    Face detection, also called facial detection, is a computer technology that identifies human faces in digital images and video.

  • G

    What are graph neural networks (GNNs)?

    Graph neural networks (GNNs) are a type of neural network architecture and deep learning method that can help users analyze graphs, enabling them to make predictions based on the data described by a graph's nodes and edges.

  • What is GenAI? Generative AI explained

    Generative artificial intelligence, or GenAI, uses sophisticated algorithms to organize large, complex data sets into meaningful clusters of information in order to create new content, including text, images and audio, in response to a query or prompt.

  • What is GPT-3? Everything you need to know

    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.

  • I

    intelligent process automation (IPA)

    Intelligent process automation (IPA) is a combination of technologies used to manage and automate digital processes.

  • What is an intelligent agent?

    An intelligent agent is a program that can make decisions or perform a service based on its environment, user input and experiences.

  • K

    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.

  • M

    What is machine translation?

    Machine translation technology enables the conversion of text or speech from one language to another using computer algorithms.

  • What is machine vision?

    Machine vision is the ability of a computer to see; it employs one or more video cameras, analog-to-digital conversion and digital signal processing.

  • N

    What is natural language processing (NLP)?

    Natural language processing (NLP) is the ability of a computer program to understand human language as it’s spoken and written -- referred to as natural language.

  • What is neural radiance field (NeRF)?

    Neural radiance fields (NeRFs) use deep learning to turn 2D images of objects or scenes into detailed 3D representations by encoding the entire scene into an artificial neural network.

  • P

    predictive modeling

    Predictive modeling is a mathematical process used to predict future events or outcomes by analyzing patterns in a given set of input data.

  • What is Perplexity AI?

    Perplexity AI is an artificial intelligence-powered web search tool that can generate answers to user queries and complete other content-generation tasks.

  • R

    Retrieval-Augmented Language Model pre-training

    A Retrieval-Augmented Language Model, also referred to as REALM or RALM, is an artificial intelligence language model designed to retrieve text and then use it to perform question-based tasks.

  • robot economy

    The robot economy is a scenario in which most of the labor required to sustain human life is automated.

  • robotic surgery (robot-assisted surgery)

    Robotic surgery is the use of computer technologies working in conjunction with robot systems to perform medical procedures.

  • What is reinforcement learning?

    Reinforcement learning (RL) is a machine learning training method that trains software to make certain desired actions.

  • What is retrieval-augmented generation (RAG) in AI?

    Retrieval-augmented generation (RAG) is an AI framework that retrieves data from external sources of knowledge to improve the quality of responses.

  • S

    self-driving car (autonomous car or driverless car)

    A self-driving car -- sometimes called an autonomous car or driverless car -- is a vehicle that uses a combination of sensors, cameras, radar and artificial intelligence (AI) to travel between destinations without a human operator.

  • social robot

    A social robot is an artificial intelligence (AI) system that is designed to interact with humans and other robots.

  • sustainable AI

    Sustainable AI is the use of artificial intelligence systems that operate in ways contingent with sustainable business practices.

  • What is supervised learning?

    Supervised learning is a subcategory of machine learning (ML) and artificial intelligence (AI) where a computer algorithm is trained on input data that has been labeled for a particular output.

  • T

    telepresence robot

    A telepresence robot is a robotic device that enables a user to maintain a virtual presence in a remote location.

  • What is a transformer model?

    A transformer model is a neural network architecture that can automatically transform one type of input into another type of output.

  • V

    What are vision language models (VLMs)?

    Vision language models (VLMs) are a type of artificial intelligence (AI) model that can understand and generate text about images.