Topic hub
Understanding
- Intermediate Claude Explainer
Claude Sonnet and Opus, explained
If your Claude app or your work Copilot lets you pick between them, here is what actually changes when you switch.
- Intermediate Copilot Explainer
Copilot agents at work, explained
What Copilot Studio and the agent builders actually do, and the questions to ask before your organisation switches them on.
- Intermediate Any tool Explainer
MCP servers, explained
The standard plug that lets any AI assistant reach your files, tools and data, and what you're trusting when you use one.
- Beginner Copilot Explainer
Which Copilot is which?
Microsoft uses one name for several different products, and has just made it worse. A short map, so you know what you're actually using.
- Intermediate Any tool Explainer
Tokens and context windows, explained
Why an assistant 'forgets', and how much it can really hold at once.
- Intermediate Any tool Explainer
Prompt engineering, separated from the folklore
Why wording changes results, which techniques hold up, and how much of this you actually need.
- Beginner Any tool Reference
A plain-English AI glossary
The terms you'll keep hearing, each in one honest sentence.
- Beginner Any tool Explainer
What is a large language model?
A plain-language explanation of how tools like Claude and ChatGPT actually work.
- Intermediate Any tool Explainer
What people mean by 'AI agents'
The jump from a chatbot that answers to a system that takes actions, and why that jump deserves more care.
- Advanced Any tool Explainer
Embeddings and RAG, without the jargon
How an assistant answers from your own documents instead of guessing from memory.
- Beginner Any tool Explainer
How an AI model is trained
Where the 'knowledge' comes from, stage by stage, and why the cut-off date matters.
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