Why AI Benchmarks Matter, Why They Mislead, and What Real World Performance Really Looks Like
Benchmarks built the modern AI world. They gave researchers a shared way to measure progress, compare ideas and move forward together. Without them, AI would not have advanced at anything close to its current pace. But as powerful as benchmarks are, they also carry a quiet paradox: The more the industry relies on them as…