Melanie Mitchell argues we lack good ways to measure machine cognition—and that modern AI is an “alien intelligence” whose mechanisms differ from human thinking. A curated breakdown of the Quanta Magazine conversation, plus practical, everyday tests to avoid overtrust and benchmark illusions.