AI for Beginners
✦ May 2026

What actually IS AI?

By Danielle Seymour · 4 min read

← Back All posts Next What's an LLM?

Okay. This one feels big but it's actually not that complicated once you strip the jargon away.

AI stands for Artificial Intelligence. Which sounds very sci-fi and very intense. It's not. At its core, AI is just software that's been trained to recognise patterns — and then make predictions based on those patterns.

That's it. That's the whole trick.

AI is just pattern recognition at scale. The rest is marketing.

When Netflix suggests a show you might like, that's AI. When your phone autocorrects "ducking" to something else, that's AI. When your email puts a dodgy newsletter in the spam folder without you doing anything — that's also AI. It's been around longer than most people realise.

The version we're mostly talking about here — the kind you can actually talk to, ask questions of, get help from — is called a large language model. We'll get into what that actually means in the next post. But for now: it's software that learned from an enormous amount of text, and got very, very good at working with language.

Three things worth knowing:

Narrow AI is what exists right now. It's very good at one specific thing — playing chess, recognising faces, generating text. It doesn't have feelings, opinions, or ambitions. It does the thing it was trained to do.

Artificial General Intelligence (AGI) is the version that would think and reason like a human across any domain. It doesn't exist yet. Lots of debate about whether it will, and when.

Superintelligence is the sci-fi version — AI smarter than all humans combined. Also doesn't exist. Also the thing movies are about.

We are firmly in the first category. Narrow AI. Useful, genuinely impressive, but not magic and not sentient. Worth keeping that in mind whenever someone tells you AI is going to save or destroy the world.

The more boring truth: it's a tool. Like a calculator that got very good at language. The question is what you do with it.

↗ Read more

← Back All posts Next What's an LLM?