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The video library

Short videos we make ourselves, each one taking a single AI idea and explaining it with everyday examples. This is the part of Ctrl+Care meant to stand in for a course you'd otherwise have to pay for.

Under ten minutes

One idea, start to finish, in the time it takes to make a cup of tea. Nothing is split across a twelve-part series.

Everyday examples

We explain a recommendation engine with a music playlist, not a matrix. If we can't explain it with something you've touched, we rewrite it.

Paired with a guide

Every video has a written version, so you can watch it, read it, or do both if the first pass didn't stick.

The series

AI, one idea at a time

Our first series covers the questions people ask us most. Episodes publish in order, and each one goes up here and on Instagram the same day.

Basics

What is AI, really?

The word "AI" gets used for nine different things. We sort out which is which, so the rest of the series makes sense.

In production
Basics

How machines learn

Training, guessing and getting corrected: the whole idea behind machine learning, demonstrated without a single equation.

In production
Basics

Why chatbots make things up

Hallucination, explained. What a language model is doing when it invents a fact, and how to catch it doing it.

Planned
Ethics

How bias gets in

Where unfairness enters an AI system, using a hiring example you can follow all the way through.

Planned
Ethics

What AI knows about you

A walk through what these systems collect, where it goes, and which privacy settings are worth your time.

Planned
Practical

Asking AI better questions

Practical prompting, without the guru nonsense. Small changes that reliably get you a more useful answer.

Planned
Where this stands

The videos are in production

We're two high schoolers filming and editing these between classes, so they're arriving one at a time rather than all at once. Everything above is the real plan, and we'd rather publish the roadmap than an empty page.

Each episode appears here and on our Instagram the day it's finished. Follow along if you'd like to know when.

Want to watch something today?

Our curated free courses page is live now, with excellent video series on it.

Request an episode

Tell us what you're stuck on and it goes near the front of the queue.

Can't wait for the next episode?

The free courses page has full video series from universities and creators, all genuinely no-cost, all checked by us.