Inference

STANDARD DEFINITION · CACHED

In the context of , inference is the process of using a trained to make predictions or decisions on new, unseen data. Unlike the training phase, which involves and the updating of , inference is typically a where the input data is processed through the established architecture to produce an output. This stage is critical for the deployment of applications such as , , and . Efficiency during inference is often optimized through techniques like and , frequently leveraging specialized hardware from companies such as , , or with their clusters to minimize and computational cost.

[PREVIEW MODE] Definitions streamed at five depths, references, and related terms are available to signed-in readers — [SIGN IN]

Contextual terminology map

Active Learning AI Alignment AI Audit AI Bubble AI Capex AI Watermarking Algorithmic Bias Anthropic Attention Mechanism Backpropagation Bayesian Inference Big Data Content Credentials Convolutional Neural Network CUDA Data Broker Data Lake Data Normalization Data Poisoning Decision Trees Deepfake Differential Privacy Diffusion Models Digital Divide Disparate Impact End-to-End Encryption EU AI Act Explainable AI Export Controls Feature Engineering Fine-tuning Frontier Model GDPR (General Data Protection Regulation)Generative AI Google DeepMind GPU Computing Gradient Boosting Gradient Descent HBM (High-Bandwidth Memory)Hugging Face Hyperscaler Inference Interpretability Job Displacement Large Language Model Mistral AI Model Card Model Distillation Neocloud Neural Network NIST AI RMF (AI Risk Management Framework)NVIDIA OpenAI Overfitting Power Purchase Agreement Principal Component Analysis Prompt Engineering Prompt Injection PUE (Power Usage Effectiveness)PyTorch Quantization RAG (Retrieval-Augmented Generation)Random Forest Recurrent Neural Network Red Teaming Reinforcement Learning Small Modular Reactor Sovereign AI Stochastic Gradient Descent Supervised Learning TensorFlow TPU (Tensor Processing Unit)Transformer Architecture Underfitting Unsupervised Learning Vector Database WCAG (Web Content Accessibility Guidelines)Zero-Day

KEEP IN VIEW

Infrastructure, markets & the economy

The compute, power and capital behind the boom

Concept inspired by Dev Valladares’s Infinite Wiki. Independently built; not affiliated with or endorsed by the original.

Inference

Contextual terminology map

KEEP IN VIEW

Ethics, safety & society

Infrastructure, markets & the economy

Keyboard shortcuts

Go to

On this page