Warnings: Tell AI What to Avoid
Knowing what you do not want is just as valuable as knowing what you do want.
Warnings is the layer most people skip. And it is one of the most powerful layers in the entire framework.
What this layer means
When you tell AI what to avoid, you narrow the range of possible outputs before the wrong ones ever appear. No robotic language. No corporate stiffness. No jargon a beginner would not understand. No promises that cannot be kept.
Your warnings teach AI your standards just as much as your instructions do.
Why prompts fail without it
Think about the last time AI gave you something you did not like. You probably could not predict it in advance, but you recognized the problem instantly. Too salesy. Too stiff. Too cluttered.
Here is the move most people never make: that reaction is reusable. Whatever was wrong last time can be banned from next time. Without warnings, you correct the same problems over and over. With warnings, you correct them once.
Before and after
Write an email to my list about my new workshop.
Write an email to my list about my new workshop. Avoid hype and exaggeration. Avoid corporate formality. Avoid pressure tactics. Write in a warm, human, grounded tone, like a real person inviting people she cares about.
The second version closes the doors you do not want AI walking through. What comes back needs far less fixing.
Your takeaway
Start a short list called "never again." Each time AI produces something that misses, write down what was wrong in a few words. That list becomes the Warnings layer of every future prompt, and it gets more valuable every week.
Warnings is the eighth of nine layers. The full Experience helps you build your personal warnings list and keep it where you can reuse it.