Your AI Gave You the Right Answer. It Ignored Every Rule You Set. Here's Why — and the 4 Fixes That Actually Work.

Your AI isn't broken. It's doing something far disruptive than lying to you. You spend twenty minutes crafting the perfect prompt. You explicitly tell the model: output exactly 100 words as a plain paragraph. You hit send. The AI responds with a beautifully crafted, insightful, factually accurate answer - spread across 400 words and three bulleted lists, topped with "Great question! Here's a comprehensive breakdown:" Or, if you're an engineer building an automated pipeline, you tell the API to return a raw JSON object.