S-Tier Prompt Writing

The last two problems were easy to spot. Too long, you noticed. Too hard, you noticed. This one is sneakier, because it looks completely fine.

You ask a question and get back an answer that's... correct. On topic. Well-written. And totally empty.

It's the five tips you already knew. "Stay consistent." "Manage your time." "Practice regularly." "Believe in yourself." Every line true, every line useless, the kind of advice you'd find on a motivational poster in a dentist's office. You could have written it yourself without asking. It doesn't feel like an answer to your question. It feels like an answer to nobody's question.

This is generic, and once you understand why it happens, the fix is almost obvious.

It's handing you the average

Here's the thing to understand about where an AI answer comes from.

The AI learned your topic by reading an enormous pile of things people have written about it. So when you ask a question, what it tends to give back is the middle of that pile. The most common take. The thing almost everyone says. The safe, agreed-upon, lowest-common-denominator version.

That's what generic is. It's the average.

And the average has one more thing going for it, from the AI's point of view: it's safe. The blandest, most common advice is almost impossible to be wrong about. "Stay consistent" can't be challenged. So when the AI isn't sure what you really want, it backs toward the safe, average middle, where nothing it says can miss.

Which is fine, except you didn't come here for the average. You can get the average anywhere. You came for something that actually fits you.

A vague question gets the average. So stop asking vague questions.

Here's the part most people miss. The answer was generic because the question was generic.

You asked "how do I study better?" and you gave the AI nothing to work with. No subject, no deadline, no idea what you're struggling with. So of course it reached for the average, because the average was the only thing your question pointed at.

The fix is to put yourself into the question. The more it knows about your actual situation, the further it has to move off the average to answer you.

That second question can't be answered with a poster. There's no generic reply that fits it, because it's not a generic question anymore. It's yours.

Two more ways to drag it off the average

Sometimes you've been specific and it still hands you platitudes. Two moves for that.

Ban the generic out loud. Tell it what you don't want.

You'd be surprised how often simply forbidding the bland version is enough to get the real one.

Ask for what's underneath the obvious. The average is the surface. The good stuff is below it.

That question is a key. The first answer is almost always the surface layer, the stuff that floats to the top because everyone repeats it. Ask what's beneath it and you punch through to the specific, useful, slightly-harder-won advice that was sitting there the whole time.