Vague instruction
Write about productivity.
AI Follows Instructions
Write instructions that work without you in the room.
Most people first meet AI through chat. You type something, it responds, you adjust. That back-and-forth feels natural — but it hides something important. AI instruction is different. Instead of having a conversation, you write a set of instructions that AI will follow every time — for every user, every request, every run. You write it once, and then you are out of the picture. The model does not infer what you meant. It executes what you wrote. Write a vague instruction and every run produces something different and unreliable. Write a precise one and the output becomes something you can depend on, test, and improve. That is the skill this course builds: writing instructions that work when you are not there to clarify them.
Same idea, different instructions
Precise instruction
Explain productivity in exactly 3 short bullet points for a beginner. Use simple words only.
The second instruction works better because it defines format (bullet points), audience (beginner), and constraints (simple words only).
AI follows instructions, not intent — the clearer you write, the more control you have.
Make It Clear
You have a vague instruction. Run it once to see what you get, then rewrite it to produce a more specific, structured output.