Tasks Glossary

Browse 22 tasks terms defined in plain English, from the cultural dictionary of computing.

22 Tasks Terms

AI Task
A specific job assigned to or handled by an AI system, such as summarizing a document, extracting fields, ranking candidates, or answering a question. AI tasks...
Anomaly Detection ML
An AI task or capability focused on anomaly detection ml and the production of useful predictions or outputs from data. It influences how models are trained,...
Async Task
A unit of work scheduled to run asynchronously rather than immediately inline with the caller. Async tasks are common in job systems, event loops, UI...
Background Task
A unit of work scheduled to run outside the immediate foreground flow, often after the user has already received a response. Background tasks are useful for...
Binary Classification
An AI task or capability focused on binary classification and the production of useful predictions or outputs from data. It influences how models are trained,...
Classification Threshold
An AI task or capability focused on classification threshold and the production of useful predictions or outputs from data. It influences how models are...
Conditional Generation
An AI task or capability focused on conditional generation and the production of useful predictions or outputs from data. It influences how models are trained,...
Deep Fake Detection
An AI task or capability focused on deep fake detection and the production of useful predictions or outputs from data. It influences how models are trained,...
Entity Recognition
An AI task or capability focused on entity recognition and the production of useful predictions or outputs from data. It influences how models are trained,...
Face Detection
An AI task or capability focused on face detection and the production of useful predictions or outputs from data. It influences how models are trained,...
Face Recognition
An AI task or capability focused on face recognition and the production of useful predictions or outputs from data. It influences how models are trained,...
Gesture Recognition
An AI task or capability focused on gesture recognition and the production of useful predictions or outputs from data. It influences how models are trained,...
Hallucination Detection
An AI task or capability focused on hallucination detection and the production of useful predictions or outputs from data. It influences how models are...
Image Captioning
An AI task or capability focused on image captioning and the production of useful predictions or outputs from data. It influences how models are trained,...
Image Classification
An AI task or capability focused on image classification and the production of useful predictions or outputs from data. It influences how models are trained,...
Image Generation
An AI task or capability focused on image generation and the production of useful predictions or outputs from data. It influences how models are trained,...
Image Segmentation
An AI task or capability focused on image segmentation and the production of useful predictions or outputs from data. It influences how models are trained,...
Information Retrieval
An AI task or capability focused on information retrieval and the production of useful predictions or outputs from data. It influences how models are trained,...
Knowledge Retrieval
An AI task or capability focused on knowledge retrieval and the production of useful predictions or outputs from data. It influences how models are trained,...
Proxy Task
A task used as a stand-in for a harder-to-measure real objective, often because the true target is expensive or ambiguous to evaluate directly. Proxy tasks are...
Task Decomposition
Breaking a larger task into smaller subtasks that can be solved, checked, or delegated more easily. Task decomposition is common in agent workflows because it...
Vision Task
A task involving visual input, such as classification, detection, segmentation, OCR, captioning, or visual question answering. Vision tasks often combine...

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