Prompt Engineering

STANDARD DEFINITION · CACHED

is the process of designing, testing, and refining inputs to guide —such as , , and —toward accurate, relevant, and useful outputs. It uses techniques such as and , along with instructions supplied through , to improve performance across tasks without modifying the underlying . Effective practice includes providing clear constraints, selecting relevant context within a model’s , and leveraging . These approaches can help mitigate but do not guarantee factual accuracy or reliable instruction following. Prompt engineering also supports and , where prompts guide how models use retrieved information and interact with tools. Organizations including , , and incorporate such strategies into systems that apply in production environments.

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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

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

Prompt Engineering

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Infrastructure, markets & the economy

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