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AI ModelsWhat Isguide

Updated 2026-03-31

What Is a Large Language Model and How Does It Actually Work

A clear, jargon-minimal explanation of how large language models are trained, what they actually predict, and why they sometimes get things wrong.

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AI ModelsWhat Isguide

Updated 2026-03-28

What Is Retrieval-Augmented Generation and How Does It Work

RAG is the dominant approach for making AI models useful on private or recent data. This guide explains the architecture, practical tradeoffs, and common implementation mistakes without requiring an engineering background.

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AI ModelsWhat Isguide

Updated 2026-03-28

What Is Prompt Engineering and How to Get Better at It

Prompt engineering isn't about magic phrases—it's about understanding how LLMs process context and applying that understanding to get consistent, high-quality outputs. This guide covers the principles and practical techniques that matter most.

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AI ModelsWhat Isguide

Updated 2026-03-28

What Is Artificial Intelligence and How Does It Actually Work

Most popular explanations of AI are either too abstract or too technical. This guide builds an accurate mental model of how modern AI systems function through concrete analogies, covering machine learning, neural networks, and large language models.

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AI ModelsWhat Isguide

Updated 2026-03-28

What is Context Window in AI Models and Why It Matters

A beginner-friendly explanation of context windows in large language models, covering what they are, how they affect AI interactions, and practical implications for users.

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AI ModelsWhat Isguide

Updated 2026-03-28

What is ChatGPT and How Does It Actually Work?

ChatGPT is a large language model that predicts text — not a search engine, not a database, not a thinking machine. Understanding the difference changes how you use it effectively.

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