💡 𝗣𝗿𝗼𝗺𝗽𝘁 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗜𝘀𝗻’𝘁 𝗝𝘂𝘀𝘁 𝗳𝗼𝗿 𝗕𝗲𝘁𝘁𝗲𝗿 𝗔𝗻𝘀𝘄𝗲𝗿𝘀 — 𝗜𝘁’𝘀 𝗔𝗯𝗼𝘂𝘁 𝗕𝗲𝘁𝘁𝗲𝗿 𝗗𝗲𝗰𝗶𝘀𝗶𝗼𝗻𝘀
Most people use AI like this:
👉 “𝘞𝘩𝘪𝘤𝘩 𝘤𝘰𝘮𝘱𝘢𝘯𝘺 𝘤𝘢𝘯 𝘩𝘦𝘭𝘱 𝘤𝘩𝘦𝘤𝘬 𝘮𝘺 𝘢𝘱𝘱 𝘣𝘦𝘧𝘰𝘳𝘦 𝘨𝘰-𝘭𝘪𝘷𝘦?”
The result?
Usually something generic — and not very useful.

In practice, the quality of the response depends heavily on 𝗵𝗼𝘄 𝘆𝗼𝘂 𝗮𝘀𝗸 𝘁𝗵𝗲 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻.
A small change in prompt can make a big difference.

🔎 𝗜𝗻𝘀𝘁𝗲𝗮𝗱 𝗼𝗳 𝗮𝘀𝗸𝗶𝗻𝗴 𝗯𝗿𝗼𝗮𝗱𝗹𝘆, 𝘁𝗿𝘆 𝗮𝗱𝗱𝗶𝗻𝗴 𝗰𝗼𝗻𝘁𝗲𝘅𝘁:
• Assign a role
• Describe your environment
• Provide background

𝗘𝘅𝗮𝗺𝗽𝗹𝗲:
“You are an IT Department Head.
I have an application preparing for go-live and want to check for security issues before launch.
Which security services should I consider?”

The difference is subtle — but the output becomes 𝗳𝗮𝗿 𝗺𝗼𝗿𝗲 𝗿𝗲𝗹𝗲𝘃𝗮𝗻𝘁 𝗮𝗻𝗱 𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗯𝗹𝗲.

💡 𝗧𝗵𝗲 𝘀𝗮𝗺𝗲 𝗽𝗿𝗶𝗻𝗰𝗶𝗽𝗹𝗲 𝗮𝗽𝗽𝗹𝗶𝗲𝘀 𝗶𝗻 𝗿𝗲𝗮𝗹 𝗽𝗿𝗼𝗷𝗲𝗰𝘁𝘀.
The clearer the context,
the better the outcome.