beginner field guide
AI, without the fog machine
What models, prompts, tokens, and hallucinations mean in ordinary language.
A model predicts what comes next
A modern AI has studied patterns in huge amounts of material. When you ask it something, it builds a reply one small piece at a time. It can sound thoughtful without thinking or knowing things the way a person does.
A prompt is your brief
The prompt is simply what you ask for. Good prompts give useful context: who the answer is for, what result you want, and any limits. You do not need magic words or technical jargon.
Tokens are pieces of language
AI services count text in chunks called tokens. A short word may be one token; a long word may be several. More tokens usually mean a longer conversation and a little more cost.
Confidence is not proof
An AI can invent a convincing but false detail. This is often called a hallucination. Check important names, numbers, medical guidance, legal claims, and sources before relying on them.
Keep this: Use AI as a quick collaborator, not as an unquestionable authority.