The probability hacker
Most people type into AI the way they text a friend — and then wonder why the answer sounds like it was written by a committee.
AI is not a conversation partner.
It is a prediction engine.
The difference between a useless response and a useful one is not the model.
It is the prompt.
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The probability hacker
Think
What would you do in these scenarios?
Simulator
The product launch email
Your SaaS product launches Monday. You need AI to write an announcement email to your 2,000 beta users. You open your AI tool. What do you type?
Practice
Test yourself and review key terms
Knowledge check
What is the most accurate way to define a Large Language Model (LLM)?
Concepts
Show answer
Do
Your action steps for today
Action plan: what to do today
- The prompt rewrite:Take your last AI prompt and rebuild it with the framework — add a clear task, context about your situation, and a persona. Compare the new output with the old one.
- The honesty line:Add "If you do not know, say so. Do not make up information." to your next important prompt. Check if the AI's output changes.
- The persona test:Pick one task you do regularly. Run it twice — once as a "marketing strategist" and once as a "data analyst." Compare what comes back.
Some examples and details may be simplified to better convey the core idea. Every business is different — adapt these ideas to your specific context and situation.
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