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COGNITION.

THE FIELD GUIDE

A clearer understanding of AI.

Plain-English guides for attorneys and business owners. Start with the fundamentals, then explore how to use AI with judgment.

AI FIELD GUIDE

10 Industries Affected by Artificial Intelligence

Explore how AI affects ten industries, including law, healthcare, finance, education, and manufacturing, with examples of opportunities and challenges.

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AI FIELD GUIDE

AI Alignment: Goals, Challenges, and Human Values

Learn what AI alignment means, why matching AI behavior to human goals is difficult, and how alignment relates to responsible AI and general intelligence.

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AI FIELD GUIDE

AI Assistants for Legal and Professional Work

Explore how AI assistants support drafting, summarization, research, and workflows, and why confidentiality, verification, and oversight matter.

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AI FIELD GUIDE

AI Terms Explained: Models, Algorithms, and Training

A plain-English introduction to AI terms, including models, algorithms, training, supervised learning, and context windows, for professional readers.

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AI FIELD GUIDE

Responsible AI: Fairness, Privacy, and Accountability

Understand responsible AI through fairness, transparency, accountability, privacy, and security, and why these principles matter in professional work.

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AI FIELD GUIDE

The AI Black Box Problem: Explainability and Trust

Understand the AI black box problem, why model decisions can be difficult to explain, and what that means for trust, accountability, and oversight.

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AI FIELD GUIDE

What Are AI Agents? Assistants, Autonomy, and Legal Work

Understand AI agents, how they differ from assistants, and the opportunities and oversight questions they raise for legal and professional workflows.

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AI FIELD GUIDE

What Is AGI? General AI vs. Narrow AI

Understand artificial general intelligence, how it differs from narrow AI, and the distinction between current capabilities and the broader goal of AGI.

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AI FIELD GUIDE

What Is AI Fine-Tuning? Training vs. Prompting

Understand fine-tuning as further training of an existing AI model, how it differs from prompting, and questions to consider before using it.

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AI FIELD GUIDE

What Is Artificial Intelligence? A Plain-English Guide

Understand what artificial intelligence means, how it relates to machine learning, and the difference between narrow AI and general AI.

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AI FIELD GUIDE

What Is Generative AI? How It Works and Examples

Learn how generative AI creates text, images, and other content, explore practical examples, and understand how it differs from other AI systems.

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AI FIELD GUIDE

What Is Narrow AI? Definition and Everyday Examples

Understand narrow AI, also called artificial narrow intelligence, through everyday examples and a comparison with the broader goal of general AI.

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AI FIELD GUIDE

What Is an AI Context Window? Tokens and Limits

Understand an AI context window, how it limits the information a model can use, and why that matters for long documents and conversations.

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AI FIELD GUIDE

What Is an AI Prompt? Examples and Better Instructions

Learn what an AI prompt does, see examples, and understand how context, instructions, and prompt engineering shape a language model’s responses.

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AI FIELD GUIDE

What Is the AI Singularity? Ideas and Uncertainty

Explore the idea of an AI singularity, recursive self-improvement, and superintelligence, including competing perspectives on feasibility and timing.

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