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In the age of AI, asking good questions matters more than knowing the answers

An AI assistant can explain almost anything in seconds, so knowing facts is no longer the advantage it was. The advantage now is knowing what to ask. This guide is about your audience — the AI — what it knows, what it can’t know about you, and how to speak to it so it gives you its best.

By Chris · Updated Oct 6, 2026 · Facts checked Oct 2, 2026

Short answer

The AI already knows the facts. What it doesn’t know is you: your goal, your situation and what “good” looks like to you. The better your question carries those three things, the better the answer — and you can even ask one AI to interview you and write the question for you.

Why good questions matter more than knowledge now

For most of history, the person who knew the most had the edge. Today anyone can get a clear explanation of tax rules, a medical term or a programming error in seconds. The facts have become cheap. What hasn’t become cheap is knowing what to ask: which question actually solves your problem, what details the answer depends on, and how to tell a good answer from a plausible one.

Google found this in its own data: the prompts that work best average about 21 words, but most people type fewer than 9. The gap isn’t knowledge. It’s the question.

Know your audience: the AI

Good writers think about who they’re talking to. When you prompt, your reader is an AI — and it’s an unusual reader. The best way to picture it: a brilliant, very well-read new colleague on their first day. Anthropic’s own test is exactly this — would a smart colleague with no background understand your request? If not, the AI won’t either.

It knows…	It doesn’t know…	So tell it…
A huge amount about the world	Anything about you, your job or your situation	Who you are and what you’re dealing with
How things are usually done	Why you need this, and for whom	The purpose and the audience
What a typical answer looks like	What a good answer looks like to you	Format, length, tone, an example you like
The words you typed	What you meant but didn’t say — today’s models take you literally	Exactly what you want, including the obvious
Whatever you paste or share	Your screen, your files, your earlier conversations elsewhere	The actual text, numbers or document
How to sound confident	When it’s guessing — it may not say	That “I don’t know” is an acceptable answer

One more trait to know: assistants tend to go along with you. If you ask “isn’t this a great plan?”, you’ll often hear yes. Ask it to argue the other side.

How to speak to it

Say why, not just what. “Keep it short because I’ll read it on my phone between meetings” works better than “keep it short” — the AI can make sensible choices when it knows the reason.
Describe what good looks like. “A five-row table I can paste into Excel”, “under 120 words, warm but firm”, or paste an example you liked.
Give it the material. Paste the email, the notes, the job ad. Don’t make it guess what’s in them.
One job per message. Ask for the outline, then the draft, then the edit — not all three at once.
Invite questions. End with “Ask me anything you need to know first.” You’ll be surprised what it asks.
Ask for disagreement. “What’s the weakest part of this?” or “Argue against my plan” gets you the honest view.

Those are the same four moves every AI company teaches — goal, context, output, check — covered with a builder on our prompting page.

Let one AI write the prompt for you

You don’t have to write great prompts from scratch. AI is good at the thing many of us find hardest: working out which questions need asking. Three ways to use that:

1. Ask it to interview you first

I want help with: [what you want, in one sentence]. Before you do anything, interview me. Ask me the questions an expert would need answered to do this really well — one at a time, up to 7 questions. When you have enough, summarize what you understood and wait for my OK.

2. Ask one AI to write a prompt for another

Write the best possible prompt I can paste into another AI assistant to get this done: [goal]. Include: the context it needs, the exact output format, the standards a great result must meet, and an instruction to ask me questions if anything is unclear. Use [brackets] for details I need to fill in.

3. Have a second AI critique the prompt

Here's a prompt I plan to use: [paste prompt]. Act as a careful editor. What's unclear or missing? What would a typical AI misunderstand? Rewrite it to be clearer, and list what you changed and why.

Different assistants notice different gaps, so drafting in one and critiquing in another often beats either alone.

Built-in prompt helpers

Gemini: Google’s own tip is to type “Make this a power prompt:” followed by your rough request, and let Gemini expand it.
Anthropic Console (developer tool): a prompt generator that drafts a prompt from a description of your task, and a prompt improver that rewrites an existing one.
OpenAI Playground (developer tool): an Optimize button that rewrites a draft prompt following OpenAI’s best practices.

Whichever you use, read the result before you run it. A prompt written for you can still assume things that aren’t true for you.

Five questions worth stealing

“What am I not asking that I should be?”
“What would an expert want to know before answering this?”
“What would make this answer wrong?”
“Explain your reasoning in plain words, then tell me where you’re least sure.”
“If you were me, what would you check before acting on this?”

Ready to practice? Try the prompt builder, copy our resume prompts, or learn 7 prompts that stop AI making things up.

Sources: Anthropic: prompting best practices · Anthropic: Console prompting tools · OpenAI: optimize prompts · Google Prompting Guide 101 · Google: power prompts · Wharton: tone and tips

Quick answers

Do I need to learn prompt engineering?

Not the technical kind. For everyday use, the skill is the same one that makes you good at briefing a person: say what you want, why, for whom, and what a good result looks like. The rest you can ask the AI to help with.

Why does AI give me generic answers?

Because it was given a generic question. Without your situation, goal and standards it falls back on the average answer for everyone. Add who it’s for, why you need it and what you already have.

Should I let AI write my prompts?

Yes, it’s a good shortcut — especially the “interview me first” approach, where the AI asks you questions before it writes anything. Read the prompt before you use it, and change anything that isn’t true to your situation.

Which AI is best at writing prompts or asking questions?

It changes as models update. Try the same request in two assistants, keep the better prompt, and ask the other one to critique it.

Does being polite to AI matter?

Not for accuracy — studies found tone makes little difference. Being clear matters far more than being polite or rude.

Keep learning

Prompt templates