Research shows AI doesn't just supercharge top performers into 1,000x superstars — it also lifts median performers substantially. A superstar lawyer or programmer gets far better, but so does the average one. The AI-as-equalizer vs. AI-as-magnifier debate has a surprising answer: both are true simultaneously.