In-depth guide
How Do LLMs Work? A Plain-English Guide to Large Language Models
Tokens, training, attention and hallucinations — how tools like ChatGPT actually produce an answer, explained without the maths.
· 5 min read
Topic
AI Explainers
How AI actually works, without the maths. Start here if you want to understand large language models, tokens, training and the vocabulary behind the headlines.
68 articles · 3 in-depth guides
Explainers articles
In-depth guide
What Is a Token in AI? Tokens and Context Windows Explained
Why AI tools count “tokens” instead of words, how that affects what you pay, and what the context window really limits.
· 5 min read
In-depth guide
How to Explain AI to Older Relatives (Without the Jargon)
Simple analogies, a five-minute demo and honest answers to the questions grandparents actually ask — plus how to protect them from AI scams.
· 4 min read
Large Language Models: A Beginner's Guide
Everything you need to know about large language models, explained in plain English.
· 1 min read
Neural Networks: A Beginner's Guide
Everything you need to know about neural networks, explained in plain English.
· 1 min read
Machine Learning: A Beginner's Guide
Everything you need to know about machine learning, explained in plain English.
· 1 min read
Deep Learning: A Beginner's Guide
Everything you need to know about deep learning, explained in plain English.
· 1 min read
Transformers: A Beginner's Guide
Everything you need to know about transformers, explained in plain English.
· 1 min read
Computer Vision: A Beginner's Guide
Everything you need to know about computer vision, explained in plain English.
· 1 min read
Reinforcement Learning: A Beginner's Guide
Everything you need to know about reinforcement learning, explained in plain English.
· 1 min read
Embeddings: A Beginner's Guide
Everything you need to know about embeddings, explained in plain English.
· 1 min read
Prompt Engineering: A Beginner's Guide
Everything you need to know about prompt engineering, explained in plain English.
· 1 min read