AI & Automation
Concepts related to artificial intelligence, autonomous systems, agents, and software that can perform or coordinate work with reduced manual direction.
13 terms
AI & Automation brings together the models, techniques, agents, and automated behaviors that power modern AI systems and increasingly independent software.
Terms in AI & Automation
13 terms
Agentic AI
Artificial Intelligence systems that can independently pursue goals, make decisions, and take actions in dynamic environments, often with minimal human oversight.
AI Agent
An Artificial Intelligence system that can pursue a goal by deciding what actions to take, using available tools or information, and responding to the results of those actions.
Autonomous AI
Artificial Intelligence systems designed to operate with limited ongoing human direction by making decisions and taking actions toward defined goals.
Context Window
The amount of information a language model can consider at one time when processing an input and generating a response.
Embeddings
Numerical representations that encode the meaning or features of data so computers can compare items by similarity.
Fine-Tuning
Additional training applied to an existing model using a narrower dataset so the model becomes better suited to a specific task or behavior.
Hallucination
An Artificial Intelligence output that presents incorrect, unsupported, or invented information as though it were reliable.
Inference
The process of using a trained AI or machine-learning model to produce a prediction, classification, or generated output from new input.
LLM
A large language model: an Artificial Intelligence model trained on large amounts of text to understand and generate language.
Multimodal AI
AI that can work with more than one type of data, such as text, images, audio, or video.
RAG
Retrieval-augmented generation: a technique that gives an AI model access to external information at request time so it can generate responses using retrieved context.
Tool Calling
A capability that lets an AI model request the use of an external tool, function, API, or service as part of completing a task.
Vector Database
A database designed to store, index, and search vector embeddings so similar items can be retrieved efficiently.