
AI Unmasked
How the Machine Really Works — From Switches to Superintelligence
A ground-up explanation of artificial intelligence for non-technical readers. From binary switches to neural networks to large language models — no jargon, no hype, no hand-waving. Understand the technology that's reshaping your world, on your terms.
Table of Contents
15 chaptersBefore Electricity
How Humans Automated Thinking (Without Plugs)
Begins with "computers" as human mathematicians pre-1950. From the abacus to Pascal's Pascaline — calculation is procedure, and procedure can be automated.
The Electron Revolution
How electricity changed everything about computation and enabled modern computing.
Enter the Transistor
The invention and impact of the transistor as the building block of modern computing.
Binary — The Universal Language
How binary code became the foundation for all digital computation.
Programming — Teaching Switches to Think
The evolution of programming languages and how humans learned to instruct machines.
The Internet — Connecting All the Switches
How networking created exponential value by connecting computers globally.
More Transistors = More Power
Moore's Law and the exponential scaling of computing power.
The Connectivity Explosion
The explosion of connected devices and data generation.
Graphics to Intelligence
How GPUs designed for graphics became the engines powering AI.
Machine Learning — Finding Patterns
Introduction to machine learning and pattern recognition algorithms.
Neural Networks — Mimicking Brains
How neural networks simulate brain-like processing.
Large Language Models — AI You Can Talk To
The emergence of conversational AI and transformer models.
What AI Actually Is (And Isn't)
Demystifying AI capabilities and limitations.
Why AI Isn't Conscious (And Can't Be)
Addressing misconceptions about AI consciousness and sentience.
The Future Without Fear
A realistic, grounded perspective on AI's future impact.
Frequently Asked Questions
It's the "how does this actually work" book. It strips the mystery off AI — from a single on/off switch all the way up to the large language models answering your questions today — in plain English, with no math and no code.
None whatsoever. If you can read this sentence, you can read this book. It assumes zero, and builds up one clear step at a time, starting from a single switch.
Not one equation, not one line of code. The entire point is to explain AI the way a sharp friend would over coffee, not the way a textbook would.
Yes, and clearly — neural networks, training, large language models, and AI agents, all demystified: what they are, how they're built, and why they do what they do.
You'll understand the mechanism, and that's the whole difference. Once you can see the switches underneath, the buzzwords stop being intimidating and start making sense. That understanding is exactly what the book is for.
Both. Beginners get a clean path from zero. People who already use AI every day get the "oh — THAT'S what's actually happening" moment that most of them never get.
Yes — the real ones, not the movie ones. It covers the risks actually worth your attention, the hidden human workforce behind the machine, and where the genuine dangers are (and aren't).
Neither — and that's the point. Hype and doom are twins; both lose their grip the moment you can see how the thing actually works. This book hands you that clear-eyed middle.
It's current, and built to stay useful — because it explains the durable mechanics underneath, not this week's model. When the next model drops, you'll still understand exactly what it is.
No. AI Unmasked stands on its own. Read this one to finally understand the machine; read Intelligence Rising to know what to do about it. Either order works.
About Sruly Rosenberg
Founder & CEO of OOretz, Inc. Author of THE GREAT RECONFIGURATION — a growing series on how AI platforms are reshaping business, careers, and the global economy. Two volumes are available now, published by OOretz Press.
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