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Guides & Explainers

One concept per guide, written in plain English. If we use a technical word, we define it on the spot, so you should never have to go and look something up just to finish a sentence.

Start here

AI basics

The foundation. If you read nothing else, read these four.

Beginner 6 min read

What is AI, really?

A friendly introduction to artificial intelligence: what the word actually means, what these systems do, and why the term gets used for about nine different things.

Coming soon
Beginner 5 min read

AI in your life already

You've been using AI for years without being told. Your camera, your maps, your spam filter, your feed. Here's what's under each of them.

Coming soon
Beginner 8 min read

How does AI learn?

Machine learning and neural networks, explained with analogies instead of equations. Yes, you can understand this without any maths.

Coming soon
Beginner 6 min read

AI vs. ordinary software

What makes AI different from a normal app, why that difference matters, and how to tell which one you're actually dealing with.

Coming soon
The part that affects you

Ethics & society

Where AI touches fairness, privacy, work and creativity, without the panic.

Ethics 7 min read

AI bias

Why these systems make unfair decisions, where the bias enters, and how to spot it in a tool you're being asked to trust.

Coming soon
Ethics 7 min read

Data & privacy

What AI systems collect about you, who ends up with it, and the settings that actually make a difference versus the ones that don't.

Coming soon
Ethics 6 min read

AI in art & media

How image, music and video generators work, whose work they learned from, and the questions artists are raising about it.

Coming soon
Ethics 8 min read

AI and your job

A calm look at automation: which tasks are genuinely at risk, which claims are overblown, and which skills are worth building now.

Coming soon
Go deeper

Advanced topics

For when the basics have clicked and you want to know how it really works.

Advanced 10 min read

How language models work

Tokens, prediction and context windows: what a chatbot is actually doing when it answers you, and why it sometimes makes things up.

Coming soon
Advanced 9 min read

Computer vision

How software "sees": from recognising a cat to reading a road sign, and the ways this goes wrong in the real world.

Coming soon
Advanced 12 min read

Inside a neural network

Layers, weights and training, explained step by step. The most technical thing we publish, and still readable without a maths background.

Coming soon
Ages 8–16

For kids & teens

Same ideas, different pace, and a lot more examples.

Ages 8–12 5 min read

AI explained simply

What a computer means when it "learns", told through games, guessing and a lot of examples you'll recognise.

Coming soon
Ages 12–16 6 min read

Using AI for schoolwork, fairly

Where AI genuinely helps you learn, where it quietly stops you learning, and how to tell the difference before you hand something in.

Coming soon
Ages 10–16 5 min read

Get creative with AI

Art, music and storytelling with AI tools: what's fun, what's free, and how to keep your own voice in the work.

Coming soon
Classroom-ready

For educators

Material you can pick up and teach with, free for any school or non-profit.

Lesson material

AI lesson plans

Lesson-shaped introductions to AI with activities, discussion prompts and a rough timing guide for a single period.

Coming soon
Curriculum

Building an AI literacy unit

How to sequence this across several weeks, what to cover first, and where students most often get stuck.

Coming soon
Policy

Talking to students about AI use

A practical framing for classroom AI policy, one that students actually find fair, rather than one they route around.

Coming soon
Straight with you

These guides are being written now

The library above is our publishing plan, not a bluff. Each guide goes live as it's finished, and we'd rather show you what's coming than pretend the shelf is full.

Want one of them sooner? Tell us which, and it moves up the queue. That's genuinely how we pick the order.

Want it now?

The free courses page is already full of excellent material you can start today.

Know when they land

We post each new guide to Instagram the day it goes up.

Prefer to watch or study instead?

The same ideas exist as short videos, and as full free courses if you want depth.