Fix bad AI answers quickly
When output is plausible but wrong, force critique + rewrite + verification.
Repair prompt
Critique your previous answer against these constraints: [list].
Then rewrite with concrete steps, assumptions, and uncertainty notes.
Verification prompt
List 3 likely mistakes in your answer and how I should verify each one.
Escalation prompt
If confidence is low, ask me 5 targeted questions before final recommendation.
Next best step:
Zero-to-useful AI setup
If trust issues appear in product contexts, use Trust Recovery Playbook.