Make Your AI Stop Guessing - A prompt that prevents confident but incorrect answers.

Core pain this solves

“It sounds confident, but I don’t trust it.”

Users are exhausted by confident nonsense and silent fabrication.

Behavioral intent

Force the AI to:

• acknowledge uncertainty
• surface unknowns
• refuse to fabricate
• pause instead of filling gaps

What this tool is not

• Not a fact checker
• Not a citation generator
• Not a safety lecture

It is a fabrication brake.

Structural constraints

• AI must explicitly state when it does not know
• AI must list missing information before answering
• AI must stop if uncertainty exceeds a threshold