A large-scale randomized study of large language model feedback in peer review

Nature Machine Intelligence, Published online: 23 February 2026; doi:10.1038/s42256-026-01188-x In a randomized controlled study at ICLR 2025, Thakkar nstrate that large language model-generated feedback can make reviews informative while enhancing reviewer-author engagement.