AI Business Strategies Definitions

Search Definitions
  • A

    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.

  • What is adversarial machine learning?

    Adversarial machine learning is a technique used in machine learning (ML) to fool or misguide a model with malicious input.

  • What is an AI accelerator?

    An AI accelerator is a type of hardware device that can efficiently support AI workloads.

  • 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 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.

  • What is artificial intelligence as a service (AIaaS)?

    Artificial intelligence as a service (AIaaS) is a cloud-based service that enables organizations to access artificial intelligence (AI) through a third-party offering.

  • What is assistive technology (adaptive technology)?

    Assistive technology refers to devices and services that help people with disabilities and long-term health conditions perform a variety of tasks.

  • What is automated reasoning? How is it used in AI?

    Automated reasoning is the area of computer science concerned with applying reasoning in the form of logic to computing systems.

  • C

    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.

  • 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 chain-of-thought prompting (CoT)? Examples and benefits

    Chain-of-thought (CoT) 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.

  • 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 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.

  • What is crypto-agility?

    Crypto-agility, or cryptographic agility, is the ability of an organization to efficiently and rapidly change cryptographic algorithms, protocols or primitives in response to emerging threats, vulnerabilities or regulatory requirements.

  • D

    What is a decision tree in machine learning?

    A decision tree is a flow chart created by a computer algorithm to make decisions or numeric predictions based on information in a digital data set.

  • 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.

  • 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.

  • I

    What is intelligent process automation (IPA)?

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

  • L

    large language model operations (LLMOps)

    Large language model operations (LLMOps) is a methodology for managing, deploying, monitoring and maintaining LLMs in production environments.

  • N

    What is neuro-symbolic AI?

    Neuro-symbolic AI combines neural networks with rules-based symbolic processing techniques to improve artificial intelligence systems' accuracy, explainability and precision.

  • O

    What is OpenAI?

    OpenAI is a private research laboratory that aims to develop and direct artificial intelligence (AI) in ways that benefit humanity as a whole.

  • P

    What is prompt chaining? Definition and benefits

    Prompt chaining is a technique used when working with generative artificial intelligence (generative AI) models in which the output from one prompt is used as input for the next.

  • What is prompt engineering?

    Prompt engineering is an artificial intelligence (AI) engineering technique that refines large language models (LLMs), with specific prompts and recommended outputs. It also is part of the process of refining input to various generative AI (GenAI) services to generate text or images.

  • R

    robot

    A robot is a machine designed to execute one or more tasks automatically with speed and precision. There are as many different types of robots as there are tasks for them to perform.

  • robot economy

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

  • What is a robo-advisor? Everything to know before using one

    A robo-advisor is a virtual financial advisor powered by artificial intelligence (AI) that employs an algorithm to deliver an automated selection of financial advisory services.

  • What is responsible AI?

    Responsible AI is an approach to developing and deploying artificial intelligence (AI) from both an ethical and legal point of view. The goal of responsible AI is to use AI in a safe, trustworthy and ethical fashion.

  • S

    sustainable AI

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

  • What is semantic search?

    Semantic search is a data searching technique that uses natural language processing (NLP) and machine learning algorithms to improve the accuracy of search results by considering the searcher's intent and the contextual meaning of the terms used in their query.