AI is for people who already think clearly

It amplifies what's there.

Garbage in, garbage out, faster.

The promise of AI tools is that they help you think. The reality is more specific: they help people who already think well, think faster. They don't help people who think poorly, think well. They help them produce confused output more quickly.

A tool that amplifies your input is a multiplier on whatever you brought to it. If your prompts are vague, the answers are vague. If your specifications are sloppy, the code is sloppy. If your ideas are half-formed, the output is half-formed and longer.

The serious operator's relationship with AI is therefore a craft question, not a magic one. The craft is being clear before you ask. The clarity is upstream of the AI.

Three principles:

Spend more time on the question than the answer. The question shapes everything downstream. A precise question gets a useful answer. A vague one gets a polished version of confusion.

Treat the output as a draft, not a deliverable. The good output is the second pass, after you've reviewed and edited. The first pass is raw material.

If you're using AI to produce work you don't understand, the AI is making you worse at the work. Don't do that.

AI is the cheapest leverage in operating right now. The leverage works on the person who already has clarity. It doesn't manufacture clarity.

Build the clarity first.

The amplification follows.