Nature Machine Intelligence, Published online: 26 August 2026; doi:10.1038/s42256-026-01294-w

When authors use generative AI in cognitive tasks, without spending time and effort to understand the output, a gap opens between what they present and what they can defend. This gap widens as further work is built on top, resulting in epistemic debt.