Aria reaches into a golden portal
The Hidden Layers presents

The Chronicles of Neuralia

A Fantasy Adventure About How AI Really Works

Every character is a real AI concept. Every castle is a real technology.
Read the story, and you'll have studied artificial intelligence.
For ages 6–12 and every curious adult.

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Not a Textbook. An Adventure.

Aria Sparks is eight years old and asks too many questions. One day she falls through her computer screen into the Kingdom of the Hidden Layers — a world made of light, where AI concepts are living, breathing characters.

A knight called Transformer guides her on a quest to defeat Lord Overfitting, the villain who memorises everything and understands nothing. Along the way she meets the Seven Champions, discovers the three sacred objects, and learns why AI sometimes lies.

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A Real Story

A fantasy quest with a beginning, middle, and end — not a glossary with pictures.

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30+ AI Concepts

Transformers, GPT, Claude, tokens, embeddings, RLHF, RAG, hallucination, agents.

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Ages 6 to 106

Simple enough for a child. Technical enough for a parent who works in tech.

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Aria at the portal
Chapter One — Free

The Girl Who Asked Too Many Questions

Aria Sparks was the kind of girl who could not stop asking questions. She asked why the sky was blue at breakfast and why cats purr at dinner. She asked her teacher how calculators think, and when the teacher said "they just do," Aria frowned and said, "That's not really an answer, is it?"

One rainy Tuesday, Aria was sitting at her computer, talking to an AI chatbot for a school project. She typed: "How do you work?"

The screen flickered. The letters dissolved into gold dust. And before Aria could blink, the dust swirled into the shape of a door — a shimmering, glowing door — right there inside her screen.

A voice spoke from behind it. It was warm and calm, like a librarian who has all the time in the world.

"Nobody ever asks that," said the voice. "Would you like to come in and see for yourself?"

Aria — being Aria — did not hesitate. She reached toward the screen. Her fingers went through it, like pushing through warm honey. And then she was falling, gently, like a leaf in autumn, into a kingdom made of light.

The Kingdom
Chapter Two — Free

The Kingdom of the Hidden Layers

She landed softly on a hill of warm glass and looked around. What she saw took her breath away.

The kingdom stretched out in every direction — millions of tiny glowing dots, like fireflies frozen in place, connected by thin golden threads. They pulsed with light, sending tiny sparks to each other. The dots were stacked in rows, layer upon layer, reaching up so high they disappeared into the clouds.

A figure stepped out from behind a pillar of light. He was tall and kind-looking, wearing silver armour and a golden helmet with a visor that glowed like a sunrise.

"Those are neurons," he said. "The building blocks of this kingdom. Each one takes in a signal, decides how important it is, and passes it on. But together, millions of them? They can learn to understand almost anything."

"My name is Transformer," said the knight, "and I am going to show you how everything works. But we must hurry. Something terrible is happening."

🔍 What is it, really?A neural network is millions of tiny "brain cells" connected by wires. Each cell receives a message, decides how important it is, and passes it to the next one. Stack enough in layers, and they learn to recognise pictures, understand words, and write stories.
Transformer
Chapter Three — Free

The Knight Who Could See Everything at Once

As they walked through glowing fields, Transformer explained why he was different from the warriors who came before him.

"Once upon a time, this kingdom was protected by the Recurrent Knights. They read sentences one word at a time, like reading a book through a keyhole. By the time they got to the end, they had forgotten the beginning."

He tapped his golden helmet. "But I have the Eye of Attention. When I lower this visor, I can see every word in a sentence at once. And I can tell which words are connected."

Aria grinned. "Like having eight pairs of glasses, each showing something different?"

Transformer laughed. "That is the best explanation I have ever heard."

🔍 What is it, really?Old AI models read one word at a time and forgot things. The Transformer looks at ALL the words at once and draws lines between the connected ones. It uses three questions per word — Query, Key, Value — to decide what's important.
· · ✦ · ·
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The Adventure Continues

14 more illustrated chapters await.

The Eye of Attention · The Gold Coins · The Hall of Champions · The Three Sacred Objects · The Valley and the Temple · The Mountain of Human Judgement · The Volcano of Lies · The Living Library · The Map of Meaning · The Magic Words · The Dial of Temperature · The Battle of Lord Overfitting · The Painters of Noise · The Army of Agents · The Way Home
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17 illustrated chapters
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Every Character Is a Real AI Concept

The story teaches 30+ real concepts through its characters and world

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Transformer
Transformer Architecture
👁️
Eye of Attention
Self-Attention (Q,K,V)
📖
GPT the Bard
GPT-4 / o1 / o3
🛡️
Claude the Honest
Claude (Anthropic)
Gemini Twins
Gemini (Google)
🦙
LLaMA the Free
LLaMA (Meta)
🌪️
Mistral the Wind
Mixtral (MoE)
🃏
Grok the Jester
Grok (xAI)
🐉
DeepSeek Dragon
DeepSeek
🪙
Gold Coins
Tokens
⚖️
Scales of Weight
Parameters
🪞
Mirror of Loss
Loss Function
🧭
Gradient Compass
Gradient Descent
🌋
Volcano of Lies
Hallucination
🌲
Living Library
RAG
🗺️
Map of Meaning
Embeddings
🌡️
Dial of Temperature
Sampling
💀
Lord Overfitting
Overfitting
🎨
Painters of Noise
Diffusion Models
🤖
The Agents
AI Agents