Talk to AI without the fluff.
A 10-minute lesson: how an AI predicts, the clarity-context-format recipe, the myths about its reliability, and a workshop with a real assistant.
How an AI assistant works, what to do so it answers well, and when to distrust what it says.
The case
The assistant isn't magic: it predicts the next word. And it predicts better if you give it context.
In 10 minutes you'll understand how AI thinks, what it needs from you to get things right, and how to ask clearly, with material and with format.
What you will learn
- Explain how a language model generates a reply
- Write requests with what, material, and format
- Detect and verify hallucinations
The recipe for a good request
Clarity + context + format. With those three, the assistant answers with surgeon precision.
Clarity
Say exactly what you want.
Context
Give it the material it needs.
Format
Ask for the shape: list, steps, tone.
Trap
Don't trust it blindly: it makes things up.
Frequently asked questions
Is AI actually having a conversation?
No: it predicts the next word, over and over, based on all the context you gave it.
How do I keep it from inventing facts?
Ask it to separate what it knows from what it assumes, and check figures and quotes against the source.
Test yourself: Lightning test: do you command or beg?
What does an AI assistant do when it answers you?
Correct answer: It predicts the next word using the context you gave it.
Every reply is born word by word: the model scores options against the context and picks the most likely.
You write «Make it better» and the AI improves… what?
Correct answer: Nothing clear: you gave no context or format for what you wanted.
«Make it better» doesn't say what or how. Without clarity, context, and format, the assistant guesses blind.
The AI states something it doesn't know, with total confidence. That's called…
Correct answer: Hallucination: it makes it up with confidence.
When it doesn't know, it sometimes makes it up with the same confidence. Figures, quotes, and names need to be checked.
The pocket rule — Clarity (what you want) + context (what you give it) + format (how you want it). And distrust when it states facts: verify.
What you take away
Write requests with clarity, context, and format, and spot the hallucinations.