Stop Trusting AI Leaderboards. They’re Lying to You.
High AI benchmark scores are a trap. They measure a model’s ability to memorize standardized tests, not its ability to handle the messy, ambiguous reality of actual user interactions. If you’re picking models based on leaderboards, you’re setting your product up for a spectacular failure. Here’s why SOTA is a mirage.