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AI Digest
Home→AI Glossary→Development

Development

Technical concepts used to build, connect and retrieve information for AI systems.

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development

AI Benchmark

A standardized test or dataset used to objectively measure and compare the capabilities of different AI models.

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development

Application Programming Interface

A set of rules that allows different software applications to communicate with each other.

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development

Computer Vision

A field of AI that enables computers to derive meaningful information from digital images and videos.

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development

Cosine Similarity

A mathematical measure used to determine how similar two vectors are, often used to compare the semantic meaning of text.

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development

Embedding

A mathematical representation of data designed so that related meanings can be compared computationally.

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development

Fine-Tuning

The process of adapting a pre-trained AI model to a specific task or style by training it further on a specialized dataset.

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development

Knowledge Graph

A network of real-world entities and the relationships between them, used to store complex factual information.

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development

Model Distillation

A technique where a smaller student AI model is trained to mimic the behavior and outputs of a larger, more capable teacher model.

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development

Model Quantization

A technique to reduce the memory size and computational cost of an AI model by using lower numerical precision.

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development

Natural Language Processing

A branch of AI focused on giving computers the ability to understand text and spoken words.

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development

Retrieval-Augmented Generation

A technique that grounds AI responses in facts by retrieving relevant information from external sources before generating text.

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development

Semantic Search

A search technique that attempts to find results based on meaning and context rather than only exact keyword matches.

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development

Synthetic Data

Artificially generated information designed to resemble or represent the properties of real-world data.

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development

Transfer Learning

A machine learning technique where knowledge gained while solving one task is applied to a different but related task.

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development

Vector Database

A specialized database designed to store and rapidly search high-dimensional embeddings.

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