An MIT instructor gave Perplexity to every student in his Introduction to Biology class and redesigned exams around questions AI can't answer — turning every student into a scientist. Aravind Srinivas argues the entire educational incentive structure needs to flip: stop rewarding answers, start rewarding questions, because any answer AI can now provide is no longer a measure of intelligence.