Nature Astronomy, Published online: 10 June 2026; doi:10.1038/s41550-026-02900-y We can do more than defend science from a flood of AI-assisted papers. Used well, AI offers a historic opportunity to correct distortions in the publication system, help us publish fewer and better papers, and give scientists back the time to do their best work.