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Beginners Guide to Artificial Intelligence

7 min readJun 3, 2026

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The time I tried to understand artificial intelligence, I nearly gave up. The articles I read were full of words like “neural networks” and "backpropagation." I just did not get what these artificial intelligence terms meant. Videos jumped straight into matrix multiplication. I felt like everyone already knew a secret language I hadn’t learned.

Then I found a different way in. Not the technical path. The conceptual one. The one that starts with a simple question: what is AI actually doing under the hood?

Turns out, the basics aren’t that complicated. You just need someone to explain them without the jargon. Here’s that explanation.

What Artificial Intelligence Actually Is

Intelligence is a type of software that can see patterns and learn from information. It can also give us results. That is all it does. It is not like magic. It is not a brain. It is software that gets…

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Mubashir
Mubashir

Written by Mubashir

Web Developer | AI Learner | Network Security Enthusiast. My passion is exploring technology and using it to create better solutions.