Multiple researchers claim large language models can pass tests designed to identify certain cognitive abilities in humans. Such results are feeding a hype that these machines will soon come for white-collar jobs. But theres little agreement on what those results really mean. Some people are dazzled by what they see as glimmers of human-like intelligence; others arent convinced one bit.