Overview
A prompting technique that encourages language models to break down reasoning into intermediate steps before providing an answer.
More in Artificial Intelligence
Abductive Reasoning
Reasoning & PlanningA form of logical inference that seeks the simplest and most likely explanation for a set of observations.
AI Training
Training & InferenceThe process of teaching an AI model to recognise patterns by exposing it to large datasets and adjusting its parameters.
Synthetic Data Generation
Infrastructure & OperationsThe creation of artificially produced datasets that mimic the statistical properties of real-world data, used for training AI models while preserving privacy.
ROC Curve
Evaluation & MetricsA graphical plot illustrating the diagnostic ability of a binary classifier as its discrimination threshold is varied.
Tensor Processing Unit
Models & ArchitectureGoogle's custom-designed application-specific integrated circuit for accelerating machine learning workloads.
Model Collapse
Models & ArchitectureA degradation phenomenon where AI models trained on AI-generated data progressively lose diversity and accuracy, converging toward a narrow distribution of outputs.
Retrieval-Augmented Generation
Infrastructure & OperationsA technique combining information retrieval with text generation, allowing AI to access external knowledge before generating responses.
Federated Learning
Training & InferenceA machine learning approach where models are trained across decentralised devices without sharing raw data, preserving privacy.