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What Is Artificial Intelligence? From Principles to Social Impact
A Plain-English Guide to AI Principles, Evidence, and Responsibility
Understand how AI works, where it can fail, and when to trust its answers. A practical introduction for general readers, with no programming experience required.
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Artificial intelligence is changing how we find information, solve problems, and get work done. But what exactly is AI? How can it generate text, recognize images, and support decisions—and when should we question its answers?
This accessible introduction is written for general readers. No programming experience or advanced mathematics is required. In clear, plain English, it explains the essential ideas behind data, probability, machine learning, deep learning, and generative AI. It also explores bias, privacy, responsibility, and the changing role of AI in the workplace.
Through practical workplace examples, you will learn what AI does well, where it can fail, and how to evaluate its output. The book also shows how to use AI more effectively for research, content creation, analysis, and everyday collaboration—while keeping human judgment and oversight in the process.
Whether you are a professional, manager, student, or simply curious about the technology shaping the world around you, this book will help you understand AI, use it more confidently, and make better decisions about when to trust it.
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