AI promises to help scientists do more, faster, with less money. But it brings a host of new concerns, too — and if scientists rush ahead with AI adoption they risk transforming science into something that escapes public understanding and trust, and fails to meet the needs of society.

Experts have already identified at least three illusions that can ensnare researchers using AI.