Definitions | Don't Panic Consulting

Anthropomorphism

Anthropomorphism is the attribution of human traits, emotions, or intentions to non-human entities, like animals or objects.

Artificial General Intelligence

Artificial General Intelligence (AGI) refers to a type of artificial intelligence that can understand, learn, and apply knowledge across a wide range of tasks at a level comparable to a human being.

Artificial intelligence

Artificial Intelligence (AI) is the ability of a computer or machine to mimic human-like thinking and decision-making processes, allowing it to perform tasks such as learning, problem-solving, and understanding language.

Artificial neural network

An artificial neural network is a computer system designed to mimic how the human brain processes information, using interconnected nodes (like neurons) to recognize patterns and make decisions.

Augmented intelligence

Augmented intelligence refers to technology designed to enhance human decision-making and cognitive abilities, rather than replacing them, by providing tools and insights to improve performance and outcomes.

Chain-of-thought Prompting

Chain-of-thought prompting is a technique in artificial intelligence where a model is guided to generate responses by breaking down its reasoning process into a series of logical steps, similar to how a human might think through a problem.

Chatbot

A chatbot is a computer program designed to simulate conversation with human users, typically over the internet, to provide information or perform tasks.

Conversational AI

Conversational AI refers to technology that enables computers to understand, process, and respond to human language in a natural way, often through chatbots or virtual assistants, allowing for interactive communication with users.

Automation AI Optimization

Customer Relationship Management with Generative AI

Customer Relationship Management (CRM) with Generative AI refers to using AI systems that can create content or responses to enhance how businesses manage and interact with their customers. This involves automating customer service, personalizing marketing efforts, and improving customer engagement by generating tailored communications and insights based on customer data.

Deep Learning

Deep Learning is a type of artificial intelligence that uses complex algorithms and large amounts of data to mimic how the human brain learns, allowing computers to recognize patterns and make decisions.

Discriminator

In the context of artificial intelligence, a discriminator is a component of a generative adversarial network (GAN) that evaluates and distinguishes between real and generated data, helping the system improve the quality of the generated outputs.

Emergent Behavior

Emergent behavior refers to complex outcomes or patterns that arise from simple interactions among components of a system, which are not predictable from the individual parts alone.

Ethical AI maturity model

An Ethical AI maturity model is a framework that helps organizations assess and improve their practices in developing and deploying artificial intelligence systems responsibly and ethically. It provides guidelines and benchmarks to ensure AI technologies align with ethical standards, such as fairness, transparency, and accountability, as they progress through different stages of maturity.

Explainable AI

Explainable AI refers to artificial intelligence systems designed to make their decision-making processes understandable to humans, allowing users to see how and why decisions are made.

Generative adversarial network

A Generative Adversarial Network (GAN) is a type of artificial intelligence system where two neural networks compete against each other. One network creates new data (like images), while the other tries to determine if the data is real or fake. This process helps the system improve over time, making the generated data more realistic.

Generative AI

Generative AI is a type of artificial intelligence that can create new content, such as text, images, or music, by learning patterns from existing data.

Generative pre-trained transformer

A Generative Pre-trained Transformer (GPT) is a type of artificial intelligence model that can generate human-like text. It is trained on large amounts of text data to understand language patterns and can be used for tasks like writing, translating, or summarizing text.

Grounding

Grounding in technology refers to the process of connecting a system or device to the earth to ensure safety and stability, preventing electrical shocks and interference. In AI, it can also mean linking abstract concepts to real-world data or experiences for better understanding.

Hallucination

In technology, particularly in artificial intelligence, "hallucination" refers to when an AI system generates information or outputs that are incorrect, nonsensical, or not based on real data.

Generator

A generator is a tool or device that produces something, such as electricity, or in computing, it refers to a function that returns a sequence of values one at a time, allowing for efficient data processing.

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