The Anti-Goal Sandwich: One Line to Stop AI's Most Common Mistake

Explicitly naming "the most common failure mode AI makes on this type of task" in the prompt and telling it to proactively avoid that mode — 2026 field tests show roughly a 28-30% reduction in errors.