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Entities (12)

Topic98

Large Language Models

AI models trained on vast amounts of text data that can understand and generate human-like text.

AINLPDeep Learning
Topic95

Machine Learning

A subset of artificial intelligence that enables systems to learn and improve from experience without being explicitly programmed.

AIData ScienceAlgorithms
Topic92

AI Safety

Research and practices aimed at ensuring AI systems are safe, beneficial, and aligned with human values.

AIEthicsResearch
Topic90

Cloud Computing

The delivery of computing services over the internet, including servers, storage, databases, networking, and software.

InfrastructureSaaSPaaS
Concept90

RLHF

Reinforcement Learning from Human Feedback - a technique to align AI models with human preferences.

AITrainingAlignment
Concept90

Attention Mechanism

A technique in neural networks that allows models to focus on relevant parts of the input when producing output.

Deep LearningNLPArchitecture
Topic88

Retrieval-Augmented Generation

An AI framework that enhances LLMs by retrieving relevant information from external knowledge bases before generating responses.

AINLPSearch
Concept88

Vector Embeddings

Numerical representations of data in high-dimensional space that capture semantic meaning and relationships.

MLNLPSearch
Concept85

Constitutional AI

An approach developed by Anthropic for training AI systems using a set of principles or constitution.

AI SafetyAlignmentEthics
Topic85

DevOps

A set of practices that combines software development and IT operations to shorten the development lifecycle.

DevelopmentOperationsCI/CD
Concept85

Fine-Tuning

The process of taking a pre-trained model and adapting it for a specific task or domain.

MLTrainingTransfer Learning
Concept82

Prompt Engineering

The practice of designing and optimizing prompts to effectively communicate with AI models.

AILLMBest Practices