AI Made Simple: A Plain-English Guide to Understanding AI, GenAI, Machine Learning, and LLMs

Artificial intelligence is everywhere. Understanding it shouldn't require a computer-science degree.

AI Made Simple is a practical, plain-English guide for anyone who wants to understand artificial intelligence without becoming a programmer, data scientist, or AI engineer.

John Binks takes the terminology that can make AI sound complicated and explains it in clear, approachable language. You'll learn how artificial intelligence, machine learning, neural networks, deep learning, generative AI, large language models, AI assistants, and AI agents fit together, what makes them different, and why those differences matter.

Whether you use ChatGPT at work, hear AI discussed in meetings, manage people who are adopting AI, evaluate new technology for an organization, or simply want to understand where AI is headed, this book gives you the foundation to participate confidently in the conversation.

AI Made Simple does not tell you that AI will solve everything, and it does not bury you in technical jargon. Instead, it gives you a practical mental model for understanding what AI is, what it can do, where it can fail, and how to evaluate it more carefully.

You'll learn how to ask better questions, recognize weak claims, verify important information, protect sensitive data, and decide when AI should assist people rather than replace their judgment. You'll also learn why using AI effectively is not just about writing better prompts. It is about understanding the information available to the system, the tools it can access, the consequences of an error, and the role human oversight should play.

The goal is not to turn you into an AI engineer. It is to help you become informed enough to understand the technology, use it responsibly, challenge exaggerated claims, recognize limitations, and participate confidently in decisions about how AI should be used at work and in everyday life.

No programming. No equations. No computer-science degree required.

You don't need to become an AI expert.

You need to become AI literate.

John Binks is an award-winning and bestselling author, technologist, business leader, and longtime advocate for making artificial intelligence understandable and useful for everyday people.He is the author of the Bots & Bosses book series, including Bots & Bosses, Bots & Bytes, Bots & Brilliance, Bots & Badges, and the Bots & Bosses AI Activity Book. His work explores the rapidly changing relationship between artificial intelligence, technology, leadership, business, and the people expected to work alongside these new tools.John is also the author of the Made Simple series, created for readers who want to understand important technologies without having to become technology experts. The series begins with AI Made Simple: A Plain-English Guide to Artificial Intelligence, Generative AI, Machine Learning, and Large Language Models, followed by ChatGPT Made Simple: Practical Uses, Prompts, Productivity, and Common Mistakes. Additional Made Simple titles are planned as the series continues to translate complex topics into practical, approachable explanations.Throughout his career, John has worked at the intersection of technology, leadership, government, business transformation, and artificial intelligence. His perspective combines decades of real-world leadership and technology experience with a practical understanding of how emerging technologies affect organizations, managers, employees, and everyday life.In addition to writing, John is a public speaker and host of the Bots & Bosses Podcast, where he continues conversations about AI, leadership, technology, and the future of work. He is also an active member of The Authors Guild.Away from technology and writing, John is a military veteran, private pilot, pickleball enthusiast, and recreational axe thrower.Learn more about John, his books, and his latest projects at BotsAndBosses website.